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{"sheet":"About this data","index":0,"n_rows":47,"n_cols":8,"rows_kept":47,"cut":false,"hidden":false,"merged":[]}
["About this data "]
["The tables in this workbook provide frequencies and percentages for each question asked in the educators questionnaire, in the 2019 Engineering Brand Monitor. "]
["For each question, the full list of responses is given, along with the number of respondents that selected each option, and the proportion of the total responses that each option makes up.  "]
["The responses are then broken down by different characteristics, namely:"]
["Age"]
["Gender"]
["Age and gender"]
["Subjects taught"]
["Age group of learners taught"]
["Degree(s) held by educator"]
["Nation taught in"]
["Whether they attended a STEM careers activity in the last 12 months"]
["Whether they had heard of the Year of Engineering (YoE)"]
["Ethnicity"]
[]
["For each characteristic, there is column testing between the different categories, to determine whether the differences in responses between categories are statistically significant."]
["The tests used are z-tests, whereby each cell of the table is inspected in turn for a statistically significant difference between the cell proportion and the proportion representing "]
["the remainder of the population in the row which contains the cell. These z-tests are run at a 95% significance level, meaning that where a difference is detected, we can be 95% certain that the difference is due to a true difference between groups within the wider population"]
["The letters enable the user to produce “independent significance tests” on column percentages. These tests compute a separate statistic for each header group."]
[]
["The image below shows how this works in practice: "]
["A8-3 How much do you know about what people working in the following areas do? - Engineering"]
[null,null,"Age",null,null,null,"Gender"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female"]
["Significance Level: 95%",null,"a","b","c","d","a","b"]
["Total",1023,224,318,332,149,462,561]
["1 - Know almost nothing",99,32,25,26,16,27,72]
[null,0.1,"*14%",0.08,0.08,0.11,"*6%","*13%"]
[null,null,"bc",null,null,null,null,"a"]
["2 - Know a little",220,47,84,65,24,79,141]
[null,0.22,0.21,"*26%",0.2,0.16,"*17%","*25%"]
[null,null,null,"cd",null,null,null,"a"]
["3 - Know something",398,80,132,133,53,179,219]
[null,0.39,0.36,0.42,0.4,0.36,0.39,0.39]
[]
["4 - Know quite a lot",213,48,49,83,33,118,95]
[null,0.21,0.21,"*15%","*25%",0.22,"*26%","*17%"]
[null,null,null,null,"b",null,"b"]
["5 - Know a lot",93,17,28,25,23,59,34]
[null,0.09,0.08,0.09,0.08,"*15%","*13%","*6%"]
[null,null,null,null,null,"abc","b"]
["KNOW A LOT",306,65,77,108,56,177,129]
[null,0.3,0.28999999999999998,"*24%",0.33,"*38%","*38%","*23%"]
[null,null,null,null,"b","b","b"]
["DON'T KNOW A LOT",319,79,109,91,40,106,213]
[null,0.31,0.35,0.34,0.27,0.27,"*23%","*38%"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]

{"sheet":"Contents","index":1,"n_rows":341,"n_cols":2,"rows_kept":341,"cut":false,"hidden":false,"merged":[]}
["Page 1 Table of Contents"]
[]
[]
["Table 1","Breaks by breaks"]
[null,"    Base: All"]
[]
["Table 2","A2. In which part of the UK do you mainly work?"]
[null,"    Base: All"]
[]
["Table 3","A3 Which of the following age brackets do you fit into?"]
[null,"    Base: All"]
[]
["Table 4","A4 Now, thinking about your job, what level of learner do you typically teach or advise?"]
[null,"    Base: All"]
[]
["Table 5","A5 Which of the following qualifications does your school offer in science, technology, engineering and mathematics subjects?"]
[null,"    Base: All"]
[]
["Table 6","A6 What subjects do you teach?"]
[null,"    Base: All"]
[]
["Table 7","A6A. At what level(s) do you teach these subjects?"]
[null,"    Base: All"]
[]
["Table 8","A6c What subject would you say is the main subject you teach?"]
[null,"    Base: All who teach more than one subject"]
[]
["Table 9","A6D-1. Do you have any of the following in Double award science"]
[null,"    Base: All who teach Double award science"]
[]
["Table 10","A6D-2. Do you have any of the following in Physics"]
[null,"    Base: All who teach Physics"]
[]
["Table 11","A6D-3. Do you have any of the following in Chemistry"]
[null,"    Base: All who teach Chemistry"]
[]
["Table 12","A6D-4. Do you have any of the following in Biology"]
[null,"    Base: All who teach Biology"]
[]
["Table 13","A6D-5. Do you have any of the following in Design and Technology"]
[null,"    Base: All who teach Design and Technology"]
[]
["Table 14","A6D-6. Do you have any of the following in Maths"]
[null,"    Base: All who teach Maths"]
[]
["Table 15","A6D-7. Do you have any of the following in Engineering"]
[null,"    Base: All who teach Engineering"]
[]
["Table 16","A6D-8. Do you have any of the following in Other"]
[null,"    Base: All who teach Other"]
[]
["Table 17","A6D. Do you have any of the following in ..."]
[null,"    Base: All who teach ..."]
[]
["Table 18","A6e-1 To the best of your knowledge, how many of the teachers at your school are subject specialists (i.e. have a degree, training, and/or work experience) in the subject they teach?  Physics"]
[null,"    Base: All"]
[]
["Table 19","A6e-2 To the best of your knowledge, how many of the teachers at your school are subject specialists (i.e. have a degree, training, and/or work experience) in the subject they teach?  Chemistry"]
[null,"    Base: All"]
[]
["Table 20","A6e-3 To the best of your knowledge, how many of the teachers at your school are subject specialists (i.e. have a degree, training, and/or work experience) in the subject they teach?  Biology"]
[null,"    Base: All"]
[]
["Table 21","A6e-4 To the best of your knowledge, how many of the teachers at your school are subject specialists (i.e. have a degree, training, and/or work experience) in the subject they teach?  Design and Technology"]
[null,"    Base: All"]
[]
["Table 22","A6e-5 To the best of your knowledge, how many of the teachers at your school are subject specialists (i.e. have a degree, training, and/or work experience) in the subject they teach?  Maths"]
[null,"    Base: All"]
[]
["Table 23","A6e-6 To the best of your knowledge, how many of the teachers at your school are subject specialists (i.e. have a degree, training, and/or work experience) in the subject they teach?  Engineering"]
[null,"    Base: All"]
[]
["Table 24","A6E. To the best of your knowledge, how many of the teachers at your school are subject specialists (i.e. have a degree, training, and/or work experience) in the subject they teach?"]
[null,"    Base: All"]
[]
["Table 25","A6b. Which academic years do you teach?"]
[null,"    Base: All"]
[]
["Table 26","A7 Which of the following subjects do you have a degree or postgraduate qualification (or equivalent in)?"]
[null,"    Base: All"]
[]
["Table 28","AA2 Have you taken part in a science, technology, engineering or maths careers activity within the last 12 months?"]
[null,"    Base: All"]
[]
["Table 30","AA3 Did you take back any information or resources from the event?"]
[null,"    Base: All who have taken part in a careers activity"]
[]
["Table 31","AA4-1 Have you used the information or resources in any of the following ways? - Incorporated examples / case studies in your own  teaching"]
[null,"    Base: All who took information or resources from an event"]
[]
["Table 32","AA4-2 Have you used the information or resources in any of the following ways? - Incorporated a practical activity in your own teaching"]
[null,"    Base: All who took information or resources from an event"]
[]
["Table 33","AA4-3 Have you used the information or resources in any of the following ways? - Used or referred to in informal discussions with pupils"]
[null,"    Base: All who took information or resources from an event"]
[]
["Table 34","AA4-4 Have you used the information or resources in any of the following ways? - Talked to colleagues about these information or  resources"]
[null,"    Base: All who took information or resources from an event"]
[]
["Table 35","AA4-5 Have you used the information or resources in any of the following ways? - Passed on these physical resources"]
[null,"    Base: All who took information or resources from an event"]
[]
["Table 36","AA4-6 Have you used the information or resources in any of the following ways? - In another way"]
[null,"    Base: All who took information or resources from an event"]
[]
["Table 37","AA4 SUMMARY. Have you used the information or resources in the following ways..."]
[null,"    Base: All who took information or resources from an event"]
[]
["Table 38","AA5 In what other ways have you used the information or resources?"]
[null,"    Base: All who used information or resources in other ways"]
[]
["Table 39","AA6-1  In the next 12 months, how likely or unlikely are you to use the information or resources in the following way? - By incorporating examples / case  studies in your own teaching"]
[null,"    Base: All who took information or resources from an event"]
[]
["Table 40","AA6-2  In the next 12 months, how likely or unlikely are you to use the information or resources in the following way? - By incorporating a practical activity  in your own teaching"]
[null,"    Base: All who took information or resources from an event"]
[]
["Table 41","AA6-3  In the next 12 months, how likely or unlikely are you to use the information or resources in the following way? - Using or referring to in informal  discussions with pupils"]
[null,"    Base: All who took information or resources from an event"]
[]
["Table 42","AA6-4  In the next 12 months, how likely or unlikely are you to use the information or resources in the following way? - Talking to colleagues about these  information or resources"]
[null,"    Base: All who took information or resources from an event"]
[]
["Table 43","AA6-5  In the next 12 months, how likely or unlikely are you to use the information or resources in the following way? - Passing on these physical resources"]
[null,"    Base: All who took information or resources from an event"]
[]
["Table 44","AA6 SUMMARY. In the next 12 months, how likely or unlikely are you to use the information or resources in the following way..."]
[null,"    Base: All who took information or resources from an event"]
[]
["Table 45","AA7 In what other ways, if any, will you use the information or resources in the next 12 months?"]
[null,"    Base: All who took information or resources from an event"]
[]
["Table 46","A8-1 How much do you know about what people working in the following areas do? - Science"]
[null,"    Base: All"]
[]
["Table 47","A8-2 How much do you know about what people working in the following areas do? - Technology"]
[null,"    Base: All"]
[]
["Table 48","A8-3 How much do you know about what people working in the following areas do? - Engineering"]
[null,"    Base: All"]
[]
["Table 49","A8 SUMMARY: How much would you say you know about what people working in the following areas do?"]
[null,"    Base: All"]
[]
["Table 50","A9-1. How confident do you feel in giving advice about careers in: Science"]
[null,"    Base: All"]
[]
["Table 51","A9-2. How confident do you feel in giving advice about careers in: Technology"]
[null,"    Base: All"]
[]
["Table 52","A9-3. How confident do you feel in giving advice about careers in: Engineering"]
[null,"    Base: All"]
[]
["Table 53","A9 SUMMARY: How confident do you feel in giving advice about careers in the following areas?"]
[null,"    Base: All"]
[]
["Table 54","A10 What would allow you to be more confident in giving careers advice about Engineering?"]
[null,"    Base: Those who are not confident in offering Engineering careers advice"]
[]
["Table 55","A11-1. How positive or negative is your view on: Science"]
[null,"    Base: All"]
[]
["Table 56","A11-2. How positive or negative is your view on: Technology"]
[null,"    Base: All"]
[]
["Table 57","A11-3. How positive or negative is your view on: Engineering"]
[null,"    Base: All"]
[]
["Table 58","A11-4. How positive or negative is your view on: Maths"]
[null,"    Base: All"]
[]
["Table 59","A11 SUMMARY: How positive of negative are your views on the following?"]
[null,"    Base: All"]
[]
["Table 60","A12-1. How desirable do you believe a career in the following area is to your pupils: Science"]
[null,"    Base: All"]
[]
["Table 61","A12-2. How desirable do you believe a career in the following area is to your pupils: Technology"]
[null,"    Base: All"]
[]
["Table 62","A12-3. How desirable do you believe a career in the following area is to your pupils: Engineering"]
[null,"    Base: All"]
[]
["Table 63","A12 SUMMARY: How desirable do you believe a career in the following areas are to your pupils?"]
[null,"    Base: All"]
[]
["Table 64","A13 Why do you think a career in engineering is generally desirable for your pupils?"]
[null,"    Base: Those who believe engineering is desirable"]
[]
["Table 65","A14 Why do you think a career in engineering is generally undesirable for your pupils?"]
[null,"    Base: Those who believe engineering is undesirable"]
[]
["Table 66","A15 Why do you think a career in science is generally desirable for your pupils?"]
[null,"    Base: Those who believe science is desirable"]
[]
["Table 67","A16 Why do you think a career in science is generally undesirable for your pupils?"]
[null,"    Base: Those who believe science is undesirable"]
[]
["Table 68","A17-1. Please indicate your level of agreement with the following statements regarding engineering: Being an engineer is a well respected profession"]
[null,"    Base: All"]
[]
["Table 69","A17-2. Please indicate your level of agreement with the following statements regarding engineering: Engineers make a good contribution to society"]
[null,"    Base: All"]
[]
["Table 70","A17-3. Please indicate your level of agreement with the following statements regarding engineering: People know what engineers do"]
[null,"    Base: All"]
[]
["Table 71","A17-4. Please indicate your level of agreement with the following statements regarding engineering: Engineers will have a positive impact on our future"]
[null,"    Base: All"]
[]
["Table 72","A17 SUMMARY: Agreement with following statements regarding engineering"]
[null,"    Base: All"]
[]
["Table 73","A18. What are the key subjects that you need to have studied in order to become an engineer ?"]
[null,"    Base: All"]
[]
["Table 74","A19 Which of these characteristics do you think engineers  need to have to do their job well?"]
[null,"    Base: All"]
[]
["Table 75","A20 What would you guess is the average starting salary of a graduate engineer?"]
[null,"    Base: All"]
[]
["Table 76","A21-1. In your opinion, is engineering more desirable, less desirable or the same in terms of desirability than the following jobs:  Lawyer"]
[null,"    Base: All"]
[]
["Table 77","A21-2. In your opinion, is engineering more desirable, less desirable or the same in terms of desirability than the following jobs:  Banker"]
[null,"    Base: All"]
[]
["Table 78","A21-3. In your opinion, is engineering more desirable, less desirable or the same in terms of desirability than the following jobs:  Web designer"]
[null,"    Base: All"]
[]
["Table 79","A21-4. In your opinion, is engineering more desirable, less desirable or the same in terms of desirability than the following jobs:  Scientist"]
[null,"    Base: All"]
[]
["Table 80","A21-5. In your opinion, is engineering more desirable, less desirable or the same in terms of desirability than the following jobs:  Journalist"]
[null,"    Base: All"]
[]
["Table 81","A21-6. In your opinion, is engineering more desirable, less desirable or the same in terms of desirability than the following jobs:  Teacher"]
[null,"    Base: All"]
[]
["Table 82","A21-7. In your opinion, is engineering more desirable, less desirable or the same in terms of desirability than the following jobs:  Architect"]
[null,"    Base: All"]
[]
["Table 83","A21 SUMMARY. Please indicate whether you believe engineering to be ‘better’, ‘the same’ or ‘worse’ in terms of DESIRABILITY"]
[null,"    Base: All"]
[]
["Table 85","A23. Have you heard about engineering careers from any of the following sources?"]
[null,"    Base: All"]
[]
["Table 86","A24 Have any pupils, in the last year , asked you for careers advice about a job in engineering?"]
[null,"    Base: All teaching ages 14-19"]
[]
["Table 87","A25 Whose careers advice do you think pupils are most likely  to act upon?"]
[null,"    Base: All"]
[]
["Table 88","A26 Would you ever recommend that your pupils consider a career in engineering?"]
[null,"    Base: All"]
[]
["Table 90","A26A If your pupils were going to pursue a career in engineering , would you be most likely to recommend a vocational  or academic  route?"]
[null,"    Base: All"]
[]
["Table 91","A26C Why would you recommend a vocational  route into engineering?"]
[null,"    Base: Those who would recommend a vocational route into engineering"]
[]
["Table 92","A26D Why would you recommend an academic  route into engineering?"]
[null,"    Base: Those who would recommend an academic / Higher education route into engineering"]
[]
["Table 93","A27 How much do you know about what apprentices do?"]
[null,"    Base: All"]
[]
["Table 94","A28 How much do you know about the different types of apprenticeship that are available?"]
[null,"    Base: All"]
[]
["Table 95","A29. How desirable do you believe being an apprentice is for your pupils?"]
[null,"    Base: All"]
[]
["Table 96","A30 Do you think people who work as apprentices are paid or unpaid?"]
[null,"    Base: All"]
[]
["Table 97","A29A If your pupils were going to pursue a career in science , would you be most likely to recommend a vocational  or academic  route?"]
[null,"    Base: All"]
[]
["Table 98","A29B Why would you recommend a vocational  route into science?"]
[null,"    Base: Those who would recommend a vocational route into science"]
[]
["Table 99","A29C Why would you recommend an academic route into science?"]
[null,"    Base: Those who would recommend an academic / Higher education route into science"]
[]
["Table 100","A31-1 How much do you agree or disagree with the following statements? - My pupils know what to do next in order to become a scientist"]
[null,"    Base: All"]
[]
["Table 101","A31-2 How much do you agree or disagree with the following statements? - My pupils know what to do next in order to become an engineer"]
[null,"    Base: All"]
[]
["Table 102","A31-3 How much do you agree or disagree with the following statements? - Engineering is suitable for both boys and girls"]
[null,"    Base: All"]
[]
["Table 103","A31-4 How much do you agree or disagree with the following statements? - A job in engineering would be interesting for my pupils"]
[null,"    Base: All"]
[]
["Table 104","A31-5 How much do you agree or disagree with the following statements? - Maths is important for all careers"]
[null,"    Base: All"]
[]
["Table 105","A31-6 How much do you agree or disagree with the following statements? - I see a lot of examples of engineering in my everyday life"]
[null,"    Base: All"]
[]
["Table 106","A31 SUMMARY. How much do you agree or disagree with each of the following statements"]
[null,"    Base: All"]
[]
["Table 107","A32. Which, if any, of the following events/campaigns do you remember hearing about over the past 12 months?"]
[null,"    Base: All"]
[]
["Table 108","A33. Which, if any, of the following news items  do you remember hearing about over the past 12 months?"]
[null,"    Base: All"]
[]
["Table 109","A33A. Before taking this survey, had you seen these logos?"]
[null,"    Base: All"]
[]
["Table 110","A33B. Have you seen or heard anything in the last 12 months about 2018 being the Year of Engineering?"]
[null,"    Base: All"]
[]
["Table 111","A33C. What have you seen or heard recently about 2018 being the Year of Engineering?"]
[null,"    Base: Those who have heard about Year of Engineering"]
[]
["Table 112","A35 Are you male or female?"]
[null,"    Base: All"]
[]
["Table 113","A36 Are you currently employed full-time or part-time?"]
[null,"    Base: All"]
[]
["Table 114","A36a. How would you describe your race / ethnicity?"]
[null,"    Base: All"]
[]
["Table 115","A37 Which of the following type of educational establishment do you work at?"]
[null,"    Base: All"]
[]
["Table 116","A38 How long have you currently been teaching for?"]
[null,"    Base: All"]
[]
["Table 117","B1. Open to recontact"]
[null,"    Base: All"]

{"sheet":"1","index":2,"n_rows":233,"n_cols":70,"rows_kept":233,"cut":false,"hidden":false,"merged":[[8,44,8,53],[8,54,8,57],[8,58,8,60],[8,61,8,62],[8,2,8,5],[8,6,8,7],[8,8,8,13],[8,14,8,23],[8,24,8,37],[8,38,8,43]]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 1/ 1"]
[]
["Breaks by breaks"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Age"]
["20-34",224,224,0,0,0,100,124,100,124,0,0,0,0,96,128,76,148,71,153,77,147,85,139,188,36,189,35,200,24,211,13,209,15,125,99,110,114,212,12,220,4,127,97,60,164,53,171,38,186,25,199,15,209,215,0,2,7,83,130,11,57,167,32,188,20,6,5,188,1]
[null,0.22,"*100%","*0%","*0%","*0%",0.22,0.22,"*40%","*42%","*0%","*0%","*0%","*0%","*27%","*19%",0.25,0.21,0.25,0.21,"*27%","*20%",0.23,0.21,"*26%","*13%","*25%","*14%","*23%","*15%","*23%","*13%",0.22,0.21,"*19%","*26%","*18%","*27%","*23%","*12%","*22%","*10%","*19%","*28%",0.22,0.22,0.26,0.21,0.23,0.22,0.2,0.22,"*14%","*23%",0.22,0,0.11,0.16,0.2,0.22,0.38,0.2,0.23,"*29%",0.21,"*34%",0.26,0.28000000000000003,0.21,0.11]
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["35-44",318,0,318,0,0,150,168,150,168,0,0,0,0,120,198,108,210,93,225,103,215,103,215,225,93,233,85,269,49,291,27,296,22,202,116,195,123,289,29,306,12,213,105,74,244,83,235,53,265,43,275,26,292,295,1,9,13,129,180,9,87,231,34,281,12,8,8,281,6]
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["45-54",332,0,0,332,0,144,188,0,0,144,188,0,0,109,223,96,236,100,232,80,252,112,220,234,98,246,86,284,48,301,31,318,14,223,109,199,133,301,31,322,10,226,106,84,248,55,277,59,273,39,293,42,290,307,3,6,16,142,182,8,104,228,34,287,23,6,3,287,2]
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["55+",149,0,0,0,149,68,81,0,0,0,0,68,81,32,117,27,122,24,125,21,128,64,85,89,60,99,50,108,41,120,29,128,21,97,52,98,51,120,29,133,16,105,44,57,92,15,134,18,131,16,133,22,127,140,0,2,7,57,91,1,33,116,9,127,4,3,2,127,0]
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["Gender"]
["Male",462,100,150,144,68,462,0,250,0,144,0,68,0,150,312,157,305,105,357,98,364,156,306,315,147,336,126,383,79,411,51,428,34,298,164,285,177,408,54,440,22,307,155,121,341,74,388,63,399,74,388,69,393,431,2,11,18,188,256,18,132,330,44,397,21,10,9,397,4]
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["Female",561,124,168,188,81,0,561,0,292,0,188,0,81,207,354,150,411,183,378,183,378,208,353,421,140,431,130,478,83,512,49,523,38,349,212,317,244,514,47,541,20,364,197,154,407,132,429,105,456,49,512,36,525,526,2,8,25,223,327,11,149,412,65,486,38,13,9,486,5]
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["Age x Gender"]
["Male - aged 20-44",250,100,150,0,0,250,0,250,0,0,0,0,0,93,157,95,155,67,183,68,182,84,166,183,67,193,57,216,34,230,20,235,15,160,90,149,101,228,22,243,7,161,89,56,194,51,199,38,212,41,209,25,225,236,0,8,6,106,131,13,72,178,28,217,12,6,7,217,3]
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["Male - aged 45-54",144,0,0,144,0,144,0,0,0,144,0,0,0,42,102,43,101,32,112,25,119,43,101,96,48,102,42,122,22,130,14,136,8,95,49,90,54,131,13,138,6,97,47,37,107,19,125,20,124,22,122,26,118,132,2,2,8,53,87,4,44,100,13,123,8,3,1,123,1]
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["Female - aged 45-54",188,0,0,188,0,0,188,0,0,0,188,0,0,67,121,53,135,68,120,55,133,69,119,138,50,144,44,162,26,171,17,182,6,128,60,109,79,170,18,184,4,129,59,47,141,36,152,39,149,17,171,16,172,175,1,4,8,89,95,4,60,128,21,164,15,3,2,164,1]
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["Male - aged 55+",68,0,0,0,68,68,0,0,0,0,0,68,0,15,53,19,49,6,62,5,63,29,39,36,32,41,27,45,23,51,17,57,11,43,25,46,22,49,19,59,9,49,19,28,40,4,64,5,63,11,57,18,50,63,0,1,4,29,38,1,16,52,3,57,1,1,1,57,0]
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["Female - aged 55+",81,0,0,0,81,0,81,0,0,0,0,0,81,17,64,8,73,18,63,16,65,35,46,53,28,58,23,63,18,69,12,71,10,54,27,52,29,71,10,74,7,56,25,29,52,11,70,13,68,5,76,4,77,77,0,1,3,28,53,0,17,64,6,70,3,2,1,70,0]
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["Subjects teach"]
["Double award science - Yes",357,96,120,109,32,150,207,93,123,42,67,15,17,357,0,237,120,221,136,210,147,27,330,272,85,274,83,323,34,346,11,347,10,219,138,204,153,337,20,355,2,229,128,15,342,140,217,112,245,73,284,23,334,354,0,3,0,197,152,8,119,238,39,311,21,9,6,311,3]
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["Double award science - No",666,128,198,223,117,312,354,157,169,102,121,53,64,0,666,70,596,67,599,71,595,337,329,464,202,493,173,538,128,577,89,604,62,428,238,398,268,585,81,626,40,442,224,260,406,66,600,56,610,50,616,82,584,603,4,16,43,214,431,21,162,504,70,572,38,14,12,572,6]
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["Physics - Yes",307,76,108,96,27,157,150,95,89,43,53,19,8,237,70,307,0,189,118,173,134,36,271,220,87,238,69,265,42,291,16,295,12,191,116,180,127,276,31,302,5,199,108,20,287,93,214,68,239,108,199,29,278,301,0,3,3,176,122,9,109,198,27,269,14,4,4,269,5]
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["Physics - No",716,148,210,236,122,305,411,155,203,101,135,49,73,120,596,0,716,99,617,108,608,328,388,516,200,529,187,596,120,632,84,656,60,456,260,422,294,646,70,679,37,472,244,255,461,113,603,100,616,15,701,76,640,656,4,16,40,235,461,20,172,544,82,614,45,19,14,614,4]
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["Chemistry - Yes",288,71,93,100,24,105,183,67,97,32,68,6,18,221,67,189,99,288,0,184,104,25,263,223,65,230,58,258,30,275,13,276,12,181,107,169,119,270,18,282,6,187,101,11,277,102,186,138,150,36,252,13,275,278,0,1,9,156,126,6,77,211,32,248,17,7,3,248,5]
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["Chemistry - No",735,153,225,232,125,357,378,183,195,112,120,62,63,136,599,118,617,0,735,97,638,339,396,513,222,537,198,603,132,648,87,675,60,466,269,433,302,652,83,699,36,484,251,264,471,104,631,30,705,87,648,92,643,679,4,18,34,255,457,23,204,531,77,635,42,16,15,635,4]
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["Biology - Yes",281,77,103,80,21,98,183,68,112,25,55,5,16,210,71,173,108,184,97,281,0,29,252,210,71,223,58,252,29,263,18,266,15,174,107,162,119,261,20,273,8,179,102,11,270,179,102,64,217,29,252,7,274,274,0,1,6,158,116,7,81,200,28,247,13,5,5,247,5]
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["Biology - No",742,147,215,252,128,364,378,182,180,119,133,63,65,147,595,134,608,104,638,0,742,335,407,526,216,544,198,609,133,660,82,685,57,473,269,440,302,661,81,708,34,492,250,264,478,27,715,104,638,94,648,98,644,683,4,18,37,253,467,22,200,542,81,636,46,18,13,636,4]
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["Maths - Yes",364,85,103,112,64,156,208,84,104,43,69,29,35,27,337,36,328,25,339,29,335,364,0,256,108,264,100,287,77,310,54,332,32,219,145,187,177,317,47,344,20,227,137,264,100,22,342,18,346,26,338,37,327,332,3,10,19,86,264,14,54,310,52,302,32,9,7,302,4]
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["Maths - No",659,139,215,220,85,306,353,166,188,101,119,39,46,330,329,271,388,263,396,252,407,0,659,480,179,503,156,574,85,613,46,619,40,428,231,415,244,605,54,637,22,444,215,11,648,184,475,150,509,97,562,68,591,625,1,9,24,325,319,15,227,432,57,581,27,14,11,581,5]
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["Age group of learners taught"]
["Age 11-12 - Yes",736,188,225,234,89,315,421,183,230,96,138,36,53,272,464,220,516,223,513,210,526,256,480,736,0,682,54,691,45,700,36,707,29,409,327,365,371,736,0,728,8,419,317,184,552,143,593,125,611,67,669,77,659,714,1,16,5,293,421,22,193,543,81,632,45,19,12,632,5]
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["Age 11-12 - No",287,36,93,98,60,147,140,67,62,48,50,32,28,85,202,87,200,65,222,71,216,108,179,0,287,85,202,170,117,223,64,244,43,238,49,237,50,186,101,253,34,252,35,91,196,63,224,43,244,56,231,28,259,243,3,3,38,118,162,7,88,199,28,251,14,4,6,251,4]
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["Age 12-13 - Yes",767,189,233,246,99,336,431,193,229,102,144,41,58,274,493,238,529,230,537,223,544,264,503,682,85,767,0,723,44,737,30,736,31,438,329,393,374,767,0,758,9,451,316,181,586,154,613,126,641,71,696,88,679,712,1,17,37,306,438,23,218,549,91,654,49,21,14,654,7]
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["Age 12-13 - No",256,35,85,86,50,126,130,57,63,42,44,27,23,83,173,69,187,58,198,58,198,100,156,54,202,0,256,138,118,186,70,215,41,209,47,209,47,155,101,223,33,220,36,94,162,52,204,42,214,52,204,17,239,245,3,2,6,105,145,6,63,193,18,229,10,2,4,229,2]
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["Age 13-14 - Yes",861,200,269,284,108,383,478,216,253,122,162,45,63,323,538,265,596,258,603,252,609,287,574,691,170,723,138,861,0,836,25,834,27,519,342,475,386,861,0,854,7,534,327,212,649,179,682,147,714,91,770,91,770,805,2,15,39,352,485,24,239,622,97,738,53,19,16,738,9]
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["Age 13-14 - No",162,24,49,48,41,79,83,34,39,22,26,23,18,34,128,42,120,30,132,29,133,77,85,45,117,44,118,0,162,87,75,117,45,128,34,127,35,61,101,127,35,137,25,63,99,27,135,21,141,32,130,14,148,152,2,4,4,59,98,5,42,120,12,145,6,4,2,145,0]
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["Age 14-15 - Yes",923,211,291,301,120,411,512,230,272,130,171,51,69,346,577,291,632,275,648,263,660,310,613,700,223,737,186,836,87,923,0,893,30,576,347,530,393,880,43,923,0,593,330,229,694,191,732,156,767,107,816,98,825,861,4,16,42,377,522,24,262,661,102,793,54,22,18,793,8]
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["Age 14-15 - No",100,13,27,31,29,51,49,20,20,14,17,17,12,11,89,16,84,13,87,18,82,54,46,36,64,30,70,25,75,0,100,58,42,71,29,72,28,42,58,58,42,78,22,46,54,15,85,12,88,16,84,7,93,96,0,3,1,34,61,5,19,81,7,90,5,1,0,90,1]
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["Age 15-16 - Yes",951,209,296,318,128,428,523,235,270,136,182,57,71,347,604,295,656,276,675,266,685,332,619,707,244,736,215,834,117,893,58,951,0,602,349,554,397,883,68,951,0,618,333,247,704,193,758,161,790,115,836,99,852,888,4,17,42,388,537,26,265,686,102,819,55,21,18,819,8]
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["Age 15-16 - No",72,15,22,14,21,34,38,15,22,8,6,11,10,10,62,12,60,12,60,15,57,32,40,29,43,31,41,27,45,30,42,0,72,45,27,48,24,39,33,30,42,53,19,28,44,13,59,7,65,8,64,6,66,69,0,2,1,23,46,3,16,56,7,64,4,2,0,64,1]
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["Age 16-17 - Yes",647,125,202,223,97,298,349,160,167,95,128,43,54,219,428,191,456,181,466,174,473,219,428,409,238,438,209,519,128,576,71,602,45,647,0,578,69,560,87,616,31,647,0,178,469,125,522,115,532,96,551,68,579,589,4,11,43,275,355,17,198,449,64,567,38,8,13,567,5]
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["Age 16-17 - No",376,99,116,109,52,164,212,90,125,49,60,25,27,138,238,116,260,107,269,107,269,145,231,327,49,329,47,342,34,347,29,349,27,0,376,24,352,362,14,365,11,24,352,97,279,81,295,53,323,27,349,37,339,368,0,8,0,136,228,12,83,293,45,316,21,15,5,316,4]
[null,0.37,"*44%",0.36,0.33,0.35,0.35,0.38,0.36,"*43%",0.34,0.32,0.37,0.33,0.39,0.36,0.38,0.36,0.37,0.37,0.38,0.36,0.4,0.35,"*44%","*17%","*43%","*18%","*40%","*21%",0.38,0.28999999999999998,0.37,0.38,"*0%","*100%","*4%","*84%","*39%","*14%",0.37,0.26,"*4%","*100%",0.35,0.37,0.39,0.36,0.32,0.38,"*22%","*39%",0.35,0.37,"*38%",0,0.42,"*0%","*33%",0.39,0.41,"*30%","*39%",0.41,0.36,0.36,0.65,0.28000000000000003,0.36,0.44]
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["Age 17-19 - Yes",602,110,195,199,98,285,317,149,156,90,109,46,52,204,398,180,422,169,433,162,440,187,415,365,237,393,209,475,127,530,72,554,48,578,24,602,0,511,91,567,35,602,0,154,448,117,485,115,487,99,503,62,540,547,3,11,41,258,329,15,195,407,48,538,30,4,11,538,3]
[null,0.59,"*49%",0.61,0.6,0.66,0.62,0.56999999999999995,0.6,"*53%",0.63,0.57999999999999996,0.68,0.64,0.56999999999999995,0.6,0.59,0.59,0.59,0.59,0.57999999999999996,0.59,"*51%","*63%","*50%","*83%","*51%","*82%","*55%","*78%","*57%","*72%",0.57999999999999996,0.67,"*89%","*6%","*100%","*0%","*55%","*90%","*58%","*83%","*90%","*0%",0.56000000000000005,0.6,0.56999999999999995,0.59,"*68%","*57%","*80%","*56%",0.59,0.59,"*57%",0.75,0.57999999999999996,"*95%","*63%",0.56000000000000005,0.52,"*69%","*55%","*44%","*61%",0.51,0.17,0.61,"*61%",0.33]
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["Age 17-19 - No",421,114,123,133,51,177,244,101,136,54,79,22,29,153,268,127,294,119,302,119,302,177,244,371,50,374,47,386,35,393,28,397,24,69,352,0,421,411,10,414,7,69,352,121,300,89,332,53,368,24,397,43,378,410,1,8,2,153,254,14,86,335,61,345,29,19,7,345,6]
[null,0.41,"*51%",0.39,0.4,0.34,0.38,0.43,0.4,"*47%",0.38,0.42,0.32,0.36,0.43,0.4,0.41,0.41,0.41,0.41,0.42,0.41,"*49%","*37%","*50%","*17%","*49%","*18%","*45%","*22%","*43%","*28%",0.42,0.33,"*11%","*94%","*0%","*100%","*45%","*10%","*42%","*17%","*10%","*100%",0.44,0.4,0.43,0.41,"*32%","*43%","*20%","*44%",0.41,0.41,"*43%",0.25,0.42,"*5%","*37%",0.44,0.48,"*31%","*45%","*56%","*39%",0.49,0.83,0.39,"*39%",0.67]
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["Age group of learners combined"]
["Age 11-14 - Yes",922,212,289,301,120,408,514,228,273,131,170,49,71,337,585,276,646,270,652,261,661,317,605,736,186,767,155,861,61,880,42,883,39,560,362,511,411,922,0,910,12,577,345,232,690,188,734,155,767,97,825,100,822,862,2,17,41,373,523,26,256,666,101,793,54,22,16,793,9]
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["Age 11-14 - No",101,12,29,31,29,54,47,22,19,13,18,19,10,20,81,31,70,18,83,20,81,47,54,0,101,0,101,0,101,43,58,68,33,87,14,91,10,0,101,71,30,94,7,43,58,18,83,13,88,26,75,5,96,95,2,2,2,38,60,3,25,76,8,90,5,1,2,90,0]
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["Age 14-16 - Yes",981,220,306,322,133,440,541,243,283,138,184,59,74,355,626,302,679,282,699,273,708,344,637,728,253,758,223,854,127,923,58,951,30,616,365,567,414,910,71,981,0,636,345,256,725,199,782,163,818,116,865,103,878,917,4,17,43,397,558,26,272,709,106,845,56,23,18,845,9]
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["Age 14-16 - No",42,4,12,10,16,22,20,7,9,6,4,9,7,2,40,5,37,6,36,8,34,20,22,8,34,9,33,7,35,0,42,0,42,31,11,35,7,12,30,0,42,35,7,19,23,7,35,5,37,7,35,2,40,40,0,2,0,14,25,3,9,33,3,38,3,0,0,38,0]
[null,0.04,"*2%",0.04,0.03,"*11%",0.05,0.04,0.03,0.03,0.04,0.02,"*13%","*9%","*1%","*6%","*2%","*5%","*2%","*5%",0.03,0.05,0.05,0.03,"*1%","*12%","*1%","*13%","*1%","*22%","*0%","*42%","*0%","*58%",0.05,0.03,"*6%","*2%","*1%","*30%","*0%","*100%","*5%","*2%","*7%","*3%",0.03,0.04,0.03,0.04,0.06,0.04,0.02,0.04,0.04,0,0.11,0,0.03,0.04,0.1,0.03,0.04,0.03,0.04,0.05,0,0,0.04,0]
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["Age 17-19 - Yes",671,127,213,226,105,307,364,161,179,97,129,49,56,229,442,199,472,187,484,179,492,227,444,419,252,451,220,534,137,593,78,618,53,647,24,602,69,577,94,636,35,671,0,182,489,127,544,122,549,103,568,70,601,613,4,11,43,284,370,17,206,465,65,590,39,8,13,590,5]
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["Age 17-19 - No",352,97,105,106,44,155,197,89,113,47,59,19,25,128,224,108,244,101,251,102,250,137,215,317,35,316,36,327,25,330,22,333,19,0,352,0,352,345,7,345,7,0,352,93,259,79,273,46,306,20,332,35,317,344,0,8,0,127,213,12,75,277,44,293,20,15,5,293,4]
[null,0.34,"*43%",0.33,0.32,0.3,0.34,0.35,0.36,0.39,0.33,0.31,0.28000000000000003,0.31,0.36,0.34,0.35,0.34,0.35,0.34,0.36,0.34,0.38,0.33,"*43%","*12%","*41%","*14%","*38%","*15%","*36%","*22%",0.35,0.26,"*0%","*94%","*0%","*84%","*37%","*7%","*35%","*17%","*0%","*100%",0.34,0.35,0.38,0.33,"*27%","*36%","*16%","*37%",0.33,0.35,"*36%",0,0.42,"*0%",0.31,0.37,0.41,"*27%","*37%",0.4,"*33%",0.34,0.65,0.28000000000000003,"*33%",0.44]
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["Degree(s) held"]
["Maths - Yes",275,60,74,84,57,121,154,56,78,37,47,28,29,15,260,20,255,11,264,11,264,264,11,184,91,181,94,212,63,229,46,247,28,178,97,154,121,232,43,256,19,182,93,275,0,12,263,9,266,22,253,5,270,248,3,9,15,58,206,11,37,238,34,235,21,5,6,235,2]
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["Maths - No",748,164,244,248,92,341,407,194,214,107,141,40,52,342,406,287,461,277,471,270,478,100,648,552,196,586,162,649,99,694,54,704,44,469,279,448,300,690,58,725,23,489,259,0,748,194,554,159,589,101,647,100,648,709,1,10,28,353,377,18,244,504,75,648,38,18,12,648,7]
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["Biology - Yes",206,53,83,55,15,74,132,51,85,19,36,4,11,140,66,93,113,102,104,179,27,22,184,143,63,154,52,179,27,191,15,193,13,125,81,117,89,188,18,199,7,127,79,12,194,206,0,44,162,13,193,0,206,200,0,1,5,105,97,4,57,149,24,180,9,6,6,180,3]
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["Biology - No",817,171,235,277,134,388,429,199,207,125,152,64,70,217,600,214,603,186,631,102,715,342,475,593,224,613,204,682,135,732,85,758,59,522,295,485,332,734,83,782,35,544,273,263,554,0,817,124,693,110,707,105,712,757,4,18,38,306,486,25,224,593,85,703,50,17,12,703,6]
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["Chemistry - Yes",168,38,53,59,18,63,105,38,53,20,39,5,13,112,56,68,100,138,30,64,104,18,150,125,43,126,42,147,21,156,12,161,7,115,53,115,53,155,13,163,5,122,46,9,159,44,124,168,0,16,152,2,166,159,0,1,8,82,83,3,43,125,24,140,15,5,3,140,1]
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["Chemistry - No",855,186,265,273,131,399,456,212,239,124,149,63,68,245,610,239,616,150,705,217,638,346,509,611,244,641,214,714,141,767,88,790,65,532,323,487,368,767,88,818,37,549,306,266,589,162,693,0,855,107,748,103,752,798,4,18,35,329,500,26,238,617,85,743,44,18,15,743,8]
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["Physics - Yes",123,25,43,39,16,74,49,41,27,22,17,11,5,73,50,108,15,36,87,29,94,26,97,67,56,71,52,91,32,107,16,115,8,96,27,99,24,97,26,116,7,103,20,22,101,13,110,16,107,123,0,4,119,116,0,3,4,66,53,4,50,73,12,109,9,0,3,109,0]
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["Physics - No",900,199,275,293,133,388,512,209,265,122,171,57,76,284,616,199,701,252,648,252,648,338,562,669,231,696,204,770,130,816,84,836,64,551,349,503,397,825,75,865,35,568,332,253,647,193,707,152,748,0,900,101,799,841,4,16,39,345,530,25,231,669,97,774,50,23,15,774,9]
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["Engineering - Yes",105,15,26,42,22,69,36,25,16,26,16,18,4,23,82,29,76,13,92,7,98,37,68,77,28,88,17,91,14,98,7,99,6,68,37,62,43,100,5,103,2,70,35,5,100,0,105,2,103,4,101,105,0,97,0,1,7,45,60,0,44,61,18,79,10,3,3,79,2]
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["Engineering - No",918,209,292,290,127,393,525,225,276,118,172,50,77,334,584,278,640,275,643,274,644,327,591,659,259,679,239,770,148,825,93,852,66,579,339,540,378,822,96,878,40,601,317,270,648,206,712,166,752,119,799,0,918,860,4,18,36,366,523,29,237,681,91,804,49,20,15,804,7]
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["Nation"]
["England",957,215,295,307,140,431,526,236,274,132,175,63,77,354,603,301,656,278,679,274,683,332,625,714,243,712,245,805,152,861,96,888,69,589,368,547,410,862,95,917,40,613,344,248,709,200,757,159,798,116,841,97,860,957,0,0,0,384,545,28,259,698,108,821,59,23,17,821,9]
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["Northern Ireland",4,0,1,3,0,2,2,0,1,2,1,0,0,0,4,0,4,0,4,0,4,3,1,1,3,1,3,2,2,4,0,4,0,4,0,3,1,2,2,4,0,4,0,3,1,0,4,0,4,0,4,0,4,0,4,0,0,2,2,0,1,3,0,4,0,0,0,4,0]
[null,"*%",0,"*%",0.01,0,"*%","*%",0,"*%","*1%",0.01,0,0,0,0.01,0,0.01,0,0.01,0,0.01,0.01,"*%","**%","*1%","**%","*1%","*%",0.01,"*%",0,"*%",0,0.01,0,"*%","*%","**%","*2%","*%",0,0.01,0,"*1%","**%",0,"*%",0,"*%",0,"*%",0,"*%","*0%",1,0,0,"*%","*%",0,"*%","*%",0,"*%",0,0,0,"*%",0]
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["Wales",19,2,9,6,2,11,8,8,3,2,4,1,1,3,16,3,16,1,18,1,18,10,9,16,3,17,2,15,4,16,3,17,2,11,8,11,8,17,2,17,2,11,8,9,10,1,18,1,18,3,16,1,18,0,0,19,0,5,14,0,4,15,0,19,0,0,0,19,0]
[null,0.02,0.01,0.03,0.02,0.01,0.02,0.01,0.03,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.01,0.02,"**%","*2%","**%","*2%",0.03,0.01,0.02,0.01,0.02,0.01,0.02,0.02,0.02,0.03,0.02,0.03,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.05,0.02,0.02,"*3%","*1%","*%",0.02,0.01,0.02,0.02,0.02,0.01,0.02,"*0%",0,1,0,0.01,0.02,0,0.01,0.02,0,0.02,0,0,0,0.02,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"eg",null,"eg",null,"eg",null,"eg","eg",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bc"]
["Scotland",43,7,13,16,7,18,25,6,14,8,8,4,3,0,43,3,40,9,34,6,37,19,24,5,38,37,6,39,4,42,1,42,1,43,0,41,2,41,2,43,0,43,0,15,28,5,38,8,35,4,39,7,36,0,0,0,43,20,22,1,17,26,1,39,0,0,1,39,0]
[null,0.04,0.03,0.04,0.05,0.05,0.04,0.04,0.02,0.05,0.06,0.04,0.06,0.04,"*0%","*6%","*1%","*6%",0.03,0.05,"*2%","*5%",0.05,0.04,"*1%","*13%",0.05,0.02,0.05,0.02,0.05,0.01,0.04,0.01,"*7%","*0%","*7%","**%",0.04,0.02,0.04,0,"*6%","*0%",0.05,0.04,0.02,0.05,0.05,0.04,0.03,0.04,7.0000000000000007E-2,0.04,"*0%",0,0,"*100%",0.05,0.04,0.03,0.06,0.04,0.01,0.04,0,0,0.06,0.04,0]
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["Attended STEM careers"]
["activity in last 12 months"]
["Yes",411,83,129,142,57,188,223,106,106,53,89,29,28,197,214,176,235,156,255,158,253,86,325,293,118,306,105,352,59,377,34,388,23,275,136,258,153,373,38,397,14,284,127,58,353,105,306,82,329,66,345,45,366,384,2,5,20,411,0,0,174,237,42,353,25,6,7,353,4]
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["No",583,130,180,182,91,256,327,131,179,87,95,38,53,152,431,122,461,126,457,116,467,264,319,421,162,438,145,485,98,522,61,537,46,355,228,329,254,523,60,558,25,370,213,206,377,97,486,83,500,53,530,60,523,545,2,14,22,0,583,0,102,481,66,502,33,17,11,502,5]
[null,0.56999999999999995,0.57999999999999996,0.56999999999999995,0.55000000000000004,0.61,0.55000000000000004,0.57999999999999996,0.52,0.61,0.6,"*51%",0.56000000000000005,0.65,"*43%","*65%","*40%","*64%","*44%","*62%","*41%","*63%","*73%","*48%",0.56999999999999995,0.56000000000000005,0.56999999999999995,0.56999999999999995,0.56000000000000005,0.6,0.56999999999999995,0.61,0.56000000000000005,0.64,0.55000000000000004,0.61,0.55000000000000004,0.6,0.56999999999999995,0.59,0.56999999999999995,0.6,0.55000000000000004,0.61,"*75%","*50%","*47%","*59%","*49%","*58%","*43%","*59%",0.56999999999999995,0.56999999999999995,0.56999999999999995,0.5,0.74,0.51,"*0%","*100%",0,"*36%","*65%",0.61,0.56999999999999995,0.56000000000000005,0.74,0.61,0.56999999999999995,0.56000000000000005]
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["Don't know",29,11,9,8,1,18,11,13,7,4,4,1,0,8,21,9,20,6,23,7,22,14,15,22,7,23,6,24,5,24,5,26,3,17,12,15,14,26,3,26,3,17,12,11,18,4,25,3,26,4,25,0,29,28,0,0,1,0,0,29,5,24,1,28,1,0,0,28,0]
[null,0.03,"*5%",0.03,0.02,0.01,0.04,0.02,"*5%",0.02,0.03,0.02,0.01,0,0.02,0.03,0.03,0.03,0.02,0.03,0.02,0.03,0.04,0.02,0.03,0.02,0.03,0.02,0.03,0.03,0.03,0.05,0.03,0.04,0.03,0.03,0.02,0.03,0.03,0.03,0.03,7.0000000000000007E-2,0.03,0.03,0.04,0.02,0.02,0.03,0.02,0.03,0.03,0.03,0,0.03,0.03,0,0,0.02,"*0%","*0%",1,0.02,0.03,0.01,0.03,0.02,0,0,0.03,0]
[null,null,"d",null,null,null,null,null,"f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i"]
["Heard of YoE"]
["Yes",281,57,87,104,33,132,149,72,72,44,60,16,17,119,162,109,172,77,204,81,200,54,227,193,88,218,63,239,42,262,19,265,16,198,83,195,86,256,25,272,9,206,75,37,244,57,224,43,238,50,231,44,237,259,1,4,17,174,102,5,281,0,30,243,20,5,4,243,1]
[null,0.27,0.25,0.27,0.31,0.22,0.28999999999999998,0.27,0.28999999999999998,0.25,0.31,0.32,0.24,0.21,"*33%","*24%","*36%","*24%",0.27,0.28000000000000003,0.28999999999999998,0.27,"*15%","*34%",0.26,0.31,0.28000000000000003,0.25,0.28000000000000003,0.26,"*28%","*19%",0.28000000000000003,0.22,"*31%","*22%","*32%","*20%",0.28000000000000003,0.25,0.28000000000000003,0.21,"*31%","*21%","*13%","*33%",0.28000000000000003,0.27,0.26,0.28000000000000003,"*41%","*26%","*42%","*26%",0.27,0.25,0.21,0.4,"*42%","*17%",0.17,"*100%","*0%",0.28000000000000003,0.28000000000000003,0.34,0.22,0.22,0.28000000000000003,0.11]
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["No/Don't know",742,167,231,228,116,330,412,178,220,100,128,52,64,238,504,198,544,211,531,200,542,310,432,543,199,549,193,622,120,661,81,686,56,449,293,407,335,666,76,709,33,465,277,238,504,149,593,125,617,73,669,61,681,698,3,15,26,237,481,24,0,742,79,640,39,18,14,640,8]
[null,0.73,0.75,0.73,0.69,0.78,0.71,0.73,0.71,0.75,0.69,0.68,0.76,0.79,"*67%","*76%","*64%","*76%",0.73,0.72,0.71,0.73,"*85%","*66%",0.74,0.69,0.72,0.75,0.72,0.74,"*72%","*81%",0.72,0.78,"*69%","*78%","*68%","*80%",0.72,0.75,0.72,0.79,"*69%","*79%","*87%","*67%",0.72,0.73,0.74,0.72,"*59%","*74%","*58%","*74%",0.73,0.75,0.79,0.6,"*58%","*83%",0.83,"*0%","*100%",0.72,0.72,0.66,0.78,0.78,0.72,0.89]
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["Ethnicity"]
["BAME",109,32,34,34,9,44,65,28,38,13,21,3,6,39,70,27,82,32,77,28,81,52,57,81,28,91,18,97,12,102,7,102,7,64,45,48,61,101,8,106,3,65,44,34,75,24,85,24,85,12,97,18,91,108,0,0,1,42,66,1,30,79,109,0,59,23,18,0,9]
[null,0.11,"*14%",0.11,0.1,"*6%",0.1,0.12,0.11,0.13,0.09,0.11,0.04,7.0000000000000007E-2,0.11,0.11,0.09,0.11,0.11,0.1,0.1,0.11,"*14%","*9%",0.11,0.1,"*12%","*7%",0.11,7.0000000000000007E-2,0.11,7.0000000000000007E-2,0.11,0.1,0.1,0.12,"*8%","*14%",0.11,0.08,0.11,7.0000000000000007E-2,0.1,0.13,0.12,0.1,0.12,0.1,0.14000000000000001,0.1,0.1,0.11,"*17%","*10%","*11%",0,0,0.02,0.1,0.11,0.03,0.11,0.11,"*100%","*0%","*100%",1,1,"*0%",1]
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["White",883,188,281,287,127,397,486,217,252,123,164,57,70,311,572,269,614,248,635,247,636,302,581,632,251,654,229,738,145,793,90,819,64,567,316,538,345,793,90,845,38,590,293,235,648,180,703,140,743,109,774,79,804,821,4,19,39,353,502,28,243,640,0,883,0,0,0,883,0]
[null,0.86,0.84,0.88,0.86,0.85,0.86,0.87,0.87,0.86,0.85,0.87,0.84,0.86,0.87,0.86,0.88,0.86,0.86,0.86,0.88,0.86,"*83%","*88%",0.86,0.87,0.85,0.89,0.86,0.9,0.86,0.9,0.86,0.89,0.88,0.84,"*89%","*82%",0.86,0.89,0.86,0.9,"*88%","*83%",0.85,0.87,0.87,0.86,0.83,0.87,0.89,0.86,"*75%","*88%",0.86,1,1,0.91,0.86,0.86,0.97,0.86,0.86,"*0%","*100%","*0%",0,0,"*100%",0]
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["Ethnicity2"]
["Asian or Asian British",59,20,12,23,4,21,38,12,20,8,15,1,3,21,38,14,45,17,42,13,46,32,27,45,14,49,10,53,6,54,5,55,4,38,21,30,29,54,5,56,3,39,20,21,38,9,50,15,44,9,50,10,49,59,0,0,0,25,33,1,20,39,59,0,59,0,0,0,0]
[null,0.06,"*9%",0.04,7.0000000000000007E-2,0.03,0.05,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.06,0.08,0.01,0.04,0.06,0.06,0.05,0.06,0.06,0.06,0.05,0.06,"*9%","*4%",0.06,0.05,0.06,0.04,0.06,0.04,0.06,0.05,0.06,0.06,0.06,0.06,0.05,7.0000000000000007E-2,0.06,0.05,0.06,7.0000000000000007E-2,0.06,0.06,0.08,0.05,0.04,0.06,0.09,0.05,7.0000000000000007E-2,0.06,0.1,0.05,"*6%",0,0,0,0.06,0.06,0.03,7.0000000000000007E-2,0.05,"*54%","*0%","*100%",0,0,"*0%",0]
[null,null,"bd",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"cgj",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,"d"]
["Black or Black British",23,6,8,6,3,10,13,6,8,3,3,1,2,9,14,4,19,7,16,5,18,9,14,19,4,21,2,19,4,22,1,21,2,8,15,4,19,22,1,23,0,8,15,5,18,6,17,5,18,0,23,3,20,23,0,0,0,6,17,0,5,18,23,0,0,23,0,0,0]
[null,0.02,0.03,0.03,0.02,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0.01,0.02,0.03,0.02,0.01,0.03,0.02,0.02,0.02,0.02,0.02,0.02,0.03,0.01,0.03,0.01,0.02,0.02,0.02,0.01,0.02,0.03,"*1%","*4%","*1%","*5%",0.02,0.01,0.02,0,"*1%","*4%",0.02,0.02,0.03,0.02,0.03,0.02,0,0.03,0.03,0.02,0.02,0,0,0,0.01,0.03,0,0.02,0.02,"*21%","*0%",0,1,0,"*0%",0]
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["Mixed",18,5,8,3,2,9,9,7,6,1,2,1,1,6,12,4,14,3,15,5,13,7,11,12,6,14,4,16,2,18,0,18,0,13,5,11,7,16,2,18,0,13,5,6,12,6,12,3,15,3,15,3,15,17,0,0,1,7,11,0,4,14,18,0,0,0,18,0,0]
[null,0.02,0.02,0.03,0.01,0.01,0.02,0.02,0.03,0.02,0.01,0.01,0.01,0.01,0.02,0.02,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.01,0.02,0,0.02,0,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0,0.02,0.01,0.02,0.02,0.03,0.01,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0,0,0.02,0.02,0.02,0,0.01,0.02,"*17%","*0%",0,0,1,"*0%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["White",883,188,281,287,127,397,486,217,252,123,164,57,70,311,572,269,614,248,635,247,636,302,581,632,251,654,229,738,145,793,90,819,64,567,316,538,345,793,90,845,38,590,293,235,648,180,703,140,743,109,774,79,804,821,4,19,39,353,502,28,243,640,0,883,0,0,0,883,0]
[null,0.86,0.84,0.88,0.86,0.85,0.86,0.87,0.87,0.86,0.85,0.87,0.84,0.86,0.87,0.86,0.88,0.86,0.86,0.86,0.88,0.86,"*83%","*88%",0.86,0.87,0.85,0.89,0.86,0.9,0.86,0.9,0.86,0.89,0.88,0.84,"*89%","*82%",0.86,0.89,0.86,0.9,"*88%","*83%",0.85,0.87,0.87,0.86,0.83,0.87,0.89,0.86,"*75%","*88%",0.86,1,1,0.91,0.86,0.86,0.97,0.86,0.86,"*0%","*100%","*0%",0,0,"*100%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i",null,"n",null,"n",null,"n",null,null,"n",null,"n",null,"cegln",null,null,null,null,null,"f",null,"i","i","i","i",null,"i","i","i",null,"i",null,null,null,null,null,null,null,null,null,null,"a",null,null,null,"a"]
["Other",9,1,6,2,0,4,5,3,4,1,1,0,0,3,6,5,4,5,4,5,4,4,5,5,4,7,2,9,0,8,1,8,1,5,4,3,6,9,0,9,0,5,4,2,7,3,6,1,8,0,9,2,7,9,0,0,0,4,5,0,1,8,9,0,0,0,0,0,9]
[null,0.01,"*%","*2%",0.01,0,0.01,0.01,0.01,0.01,0.01,0.01,0,0,0.01,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0,0.01,0.01,0.01,0.01,0.01,0.01,"*%",0.01,0.01,0,0.01,0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0,0.01,0.02,0.01,0.01,0,0,0,0.01,0.01,0,"*%",0.01,"*8%","*0%",0,0,0,"*0%",1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 1"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"2","index":3,"n_rows":67,"n_cols":70,"rows_kept":67,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 2/ 1"]
[]
["A2. In which part of the UK do you mainly work?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["North East",30,6,10,8,6,12,18,6,10,4,4,2,4,11,19,7,23,8,22,8,22,9,21,23,7,20,10,25,5,27,3,29,1,18,12,17,13,27,3,29,1,18,12,7,23,4,26,6,24,6,24,3,27,30,0,0,0,11,19,0,7,23,1,28,1,0,0,28,0]
[null,0.03,0.03,0.03,0.02,0.04,0.03,0.03,0.02,0.03,0.03,0.02,0.03,0.05,0.03,0.03,0.02,0.03,0.03,0.03,0.03,0.03,0.02,0.03,0.03,0.02,0.03,0.04,0.03,0.03,0.03,0.03,0.03,0.01,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.02,0.03,0.03,0.03,0.03,0.02,0.03,0.04,0.03,0.05,0.03,0.03,0.03,0.03,0,0,0,0.03,0.03,0,0.02,0.03,0.01,0.03,0.02,0,0,0.03,0]
[]
["North West",147,32,55,46,14,61,86,31,56,24,22,6,8,55,92,49,98,42,105,45,102,50,97,122,25,118,29,126,21,130,17,137,10,80,67,75,72,134,13,139,8,80,67,42,105,33,114,31,116,14,133,9,138,147,0,0,0,55,87,5,28,119,11,134,4,3,4,134,0]
[null,0.14000000000000001,0.14000000000000001,0.17,0.14000000000000001,0.09,0.13,0.15,0.12,"*19%",0.17,0.12,0.09,0.1,0.15,0.14000000000000001,0.16,0.14000000000000001,0.15,0.14000000000000001,0.16,0.14000000000000001,0.14000000000000001,0.15,"*17%","*9%",0.15,0.11,0.15,0.13,0.14000000000000001,0.17,0.14000000000000001,0.14000000000000001,"*12%","*18%","*12%","*17%",0.15,0.13,0.14000000000000001,0.19,"*12%","*19%",0.15,0.14000000000000001,0.16,0.14000000000000001,0.18,0.14000000000000001,0.11,0.15,0.09,0.15,"*15%",0,0,"*0%",0.13,0.15,0.17,"*10%","*16%",0.1,0.15,7.0000000000000007E-2,0.13,0.22,0.15,0]
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["Yorkshire & Humber",65,15,20,20,10,32,33,17,18,10,10,5,5,22,43,18,47,14,51,15,50,27,38,53,12,50,15,56,9,56,9,59,6,33,32,28,37,59,6,62,3,34,31,25,40,8,57,7,58,7,58,6,59,65,0,0,0,22,42,1,15,50,4,60,3,0,0,60,1]
[null,0.06,7.0000000000000007E-2,0.06,0.06,7.0000000000000007E-2,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.06,0.06,0.06,0.06,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.05,7.0000000000000007E-2,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.06,0.06,0.09,0.06,0.08,"*5%","*9%","*5%","*9%",0.06,0.06,0.06,7.0000000000000007E-2,"*5%","*9%","*9%","*5%",0.04,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.06,0.06,0.06,0.06,"*7%",0,0,0,0.05,7.0000000000000007E-2,0.03,0.05,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.05,0,0,7.0000000000000007E-2,0.11]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bkm",null,"bkm",null,null,null,null,null,"e","bc"]
["East Midlands",69,10,23,26,10,41,28,24,9,10,16,7,3,23,46,18,51,15,54,15,54,20,49,51,18,52,17,55,14,60,9,59,10,35,34,34,35,62,7,63,6,37,32,12,57,13,56,11,58,10,59,11,58,69,0,0,0,35,34,0,21,48,11,57,7,3,1,57,0]
[null,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.08,7.0000000000000007E-2,"*9%","*5%","*10%","*3%",7.0000000000000007E-2,0.09,0.1,0.04,0.06,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.05,7.0000000000000007E-2,7.0000000000000007E-2,0.06,7.0000000000000007E-2,7.0000000000000007E-2,0.06,0.09,7.0000000000000007E-2,0.09,"*6%","*14%","*5%","*9%",0.06,0.08,7.0000000000000007E-2,7.0000000000000007E-2,"*6%","*14%","*6%","*9%",0.04,0.08,0.06,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.1,0.06,"*7%",0,0,0,0.09,0.06,0,7.0000000000000007E-2,0.06,0.1,0.06,0.12,0.13,0.06,0.06,0]
[null,null,null,null,null,null,"b",null,"b",null,null,"b","b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"abcdegikm",null,"km",null,null,null,null,null,"ce",null,"e",null,null,null,null,null,null,null,null,"a"]
["West Midlands",82,15,30,31,6,30,52,18,27,11,20,1,5,34,48,27,55,32,50,25,57,27,55,56,26,60,22,69,13,76,6,79,3,51,31,52,30,74,8,80,2,56,26,18,64,21,61,16,66,10,72,7,75,82,0,0,0,34,45,3,25,57,8,72,6,0,1,72,1]
[null,0.08,7.0000000000000007E-2,0.09,0.09,0.04,0.06,0.09,7.0000000000000007E-2,0.09,0.08,0.11,"*1%",0.06,0.1,7.0000000000000007E-2,0.09,0.08,"*11%","*7%",0.09,0.08,7.0000000000000007E-2,0.08,0.08,0.09,0.08,0.09,0.08,0.08,0.08,0.06,0.08,0.04,0.08,0.08,0.09,7.0000000000000007E-2,0.08,0.08,0.08,0.05,0.08,7.0000000000000007E-2,7.0000000000000007E-2,0.09,0.1,7.0000000000000007E-2,0.1,0.08,0.08,0.08,7.0000000000000007E-2,0.08,"*9%",0,0,"*0%",0.08,0.08,0.1,0.09,0.08,7.0000000000000007E-2,0.08,0.1,0,0.06,0.08,0.11]
[null,null,null,"d","d",null,null,null,null,"e",null,"e",null,null,null,null,null,null,"bf",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d"]
["East of England",72,5,18,33,16,34,38,13,10,12,21,9,7,29,43,29,43,25,47,21,51,23,49,55,17,53,19,64,8,68,4,66,6,48,24,46,26,65,7,68,4,54,18,18,54,11,61,11,61,9,63,9,63,72,0,0,0,37,33,2,28,44,3,66,2,0,1,66,0]
[null,7.0000000000000007E-2,"*2%",0.06,"*10%",0.11,7.0000000000000007E-2,7.0000000000000007E-2,0.05,"*3%",0.08,"*11%","*13%",0.09,0.08,0.06,"*9%","*6%",0.09,0.06,7.0000000000000007E-2,7.0000000000000007E-2,0.06,7.0000000000000007E-2,7.0000000000000007E-2,0.06,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.06,0.08,0.06,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.1,0.08,0.05,7.0000000000000007E-2,7.0000000000000007E-2,0.05,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.09,7.0000000000000007E-2,"*8%",0,0,0,"*9%","*6%",7.0000000000000007E-2,"*10%","*6%",0.03,7.0000000000000007E-2,0.03,0,0.06,7.0000000000000007E-2,0]
[null,null,null,null,"ab","ab",null,null,null,null,"b","ab","ab","b",null,null,"d",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"b"]
["South East",267,74,60,89,44,114,153,64,70,34,55,16,28,99,168,88,179,82,185,79,188,100,167,198,69,200,67,224,43,240,27,250,17,170,97,154,113,240,27,257,10,175,92,64,203,54,213,44,223,31,236,29,238,267,0,0,0,108,148,11,75,192,26,228,14,5,3,228,4]
[null,0.26,"*33%","*19%",0.27,0.3,0.25,0.27,0.26,0.24,0.24,0.28999999999999998,0.24,0.35,0.28000000000000003,0.25,0.28999999999999998,0.25,0.28000000000000003,0.25,0.28000000000000003,0.25,0.27,0.25,0.27,0.24,0.26,0.26,0.26,0.27,0.26,0.27,0.26,0.24,0.26,0.26,0.26,0.27,0.26,0.27,0.26,0.24,0.26,0.26,0.23,0.27,0.26,0.26,0.26,0.26,0.25,0.26,0.28000000000000003,0.26,"*28%",0,0,"*0%",0.26,0.25,0.38,0.27,0.26,0.24,0.26,0.24,0.22,0.17,0.26,0.44]
[null,null,"b",null,"b","b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d"]
["London",127,40,42,24,21,64,63,38,44,15,9,11,10,47,80,35,92,33,94,39,88,46,81,85,42,90,37,106,21,111,16,114,13,90,37,81,46,116,11,123,4,94,33,35,92,31,96,21,106,20,107,15,112,127,0,0,0,39,83,5,33,94,37,86,19,11,5,86,2]
[null,0.12,"*18%",0.13,"*7%",0.14000000000000001,0.14000000000000001,0.11,0.15,0.15,0.1,"*5%",0.16,0.12,0.13,0.12,0.11,0.13,0.11,0.13,0.14000000000000001,0.12,0.13,0.12,0.12,0.15,0.12,0.14000000000000001,0.12,0.13,0.12,0.16,0.12,0.18,0.14000000000000001,0.1,0.13,0.11,0.13,0.11,0.13,0.1,"*14%","*9%",0.13,0.12,0.15,0.12,0.13,0.12,0.16,0.12,0.14000000000000001,0.12,"*13%",0,0,"*0%","*9%","*14%",0.17,0.12,0.13,"*34%","*10%","*32%",0.48,0.28000000000000003,"*10%",0.22]
[null,null,"c","c",null,"c",null,null,"d","d",null,null,"d","d",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"l",null,null,null,null,null,null,null,null,"f",null,null,null,null,null,null,null,null,null,null,null,"d",null,null,null,null,"a",null,null,null,"b",null,"d"]
["South West",98,18,37,30,13,43,55,25,30,12,18,6,7,34,64,30,68,27,71,27,71,30,68,71,27,69,29,80,18,93,5,95,3,64,34,60,38,85,13,96,2,65,33,27,71,25,73,12,86,9,89,8,90,98,0,0,0,43,54,1,27,71,7,90,3,1,2,90,1]
[null,0.1,0.08,0.12,0.09,0.09,0.09,0.1,0.1,0.1,0.08,0.1,0.09,0.09,0.1,0.1,0.1,0.09,0.09,0.1,0.1,0.1,0.08,0.1,0.1,0.09,0.09,0.11,0.09,0.11,0.1,0.05,0.1,0.04,0.1,0.09,0.1,0.09,0.09,0.13,0.1,0.05,0.1,0.09,0.1,0.09,0.12,0.09,7.0000000000000007E-2,0.1,7.0000000000000007E-2,0.1,0.08,0.1,"*10%",0,0,"*0%",0.1,0.09,0.03,0.1,0.1,0.06,0.1,0.05,0.04,0.11,0.1,0.11]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d"]
["Northern Ireland",4,0,1,3,0,2,2,0,1,2,1,0,0,0,4,0,4,0,4,0,4,3,1,1,3,1,3,2,2,4,0,4,0,4,0,3,1,2,2,4,0,4,0,3,1,0,4,0,4,0,4,0,4,0,4,0,0,2,2,0,1,3,0,4,0,0,0,4,0]
[null,"*%",0,"*%",0.01,0,"*%","*%",0,"*%","*1%",0.01,0,0,0,0.01,0,0.01,0,0.01,0,0.01,0.01,"*%","**%","*1%","**%","*1%","*%",0.01,"*%",0,"*%",0,0.01,0,"*%","*%","**%","*2%","*%",0,0.01,0,"*1%","**%",0,"*%",0,"*%",0,"*%",0,"*%","*0%",1,0,0,"*%","*%",0,"*%","*%",0,"*%",0,0,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"acl",null,"acel",null,"acl",null,null,null,null,null,null,null,null,null,"acf",null,null,null,null,"b"]
["Wales: North",1,0,0,0,1,1,0,0,0,0,0,1,0,0,1,0,1,0,1,0,1,1,0,0,1,0,1,0,1,0,1,0,1,1,0,1,0,0,1,0,1,1,0,1,0,0,1,0,1,0,1,1,0,0,0,1,0,0,1,0,0,1,0,1,0,0,0,1,0]
[null,"*%",0,0,0,"*1%","*%",0,0,0,0,0,"*1%",0,0,"*%",0,"*%",0,"*%",0,"*%","*%",0,0,"*%",0,"*%","*0%","*1%","*0%","*1%","*0%","*1%","*%",0,"*%",0,"*0%","*1%","*0%","*2%","*%",0,"*%",0,0,"*%",0,"*%",0,"*%","*1%","*0%","*0%",0,0.05,0,0,"*%",0,0,"*%",0,"*%",0,0,0,"*%",0]
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["Wales: South",18,2,9,6,1,10,8,8,3,2,4,0,1,3,15,3,15,1,17,1,17,9,9,16,2,17,1,15,3,16,2,17,1,10,8,10,8,17,1,17,1,10,8,8,10,1,17,1,17,3,15,0,18,0,0,18,0,5,13,0,4,14,0,18,0,0,0,18,0]
[null,0.02,0.01,0.03,0.02,0.01,0.02,0.01,"*3%",0.01,0.01,0.02,0,0.01,0.01,0.02,0.01,0.02,"**%","*2%","**%","*2%",0.02,0.01,0.02,0.01,0.02,"*%",0.02,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.01,0.02,0.03,0.01,"*%",0.02,0.01,0.02,0.02,0.02,0,0.02,"*0%",0,0.95,0,0.01,0.02,0,0.01,0.02,0,0.02,0,0,0,0.02,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"eg",null,"eg",null,"eg",null,"eg","eg"]
["Scotland",43,7,13,16,7,18,25,6,14,8,8,4,3,0,43,3,40,9,34,6,37,19,24,5,38,37,6,39,4,42,1,42,1,43,0,41,2,41,2,43,0,43,0,15,28,5,38,8,35,4,39,7,36,0,0,0,43,20,22,1,17,26,1,39,0,0,1,39,0]
[null,0.04,0.03,0.04,0.05,0.05,0.04,0.04,0.02,0.05,0.06,0.04,0.06,0.04,"*0%","*6%","*1%","*6%",0.03,0.05,"*2%","*5%",0.05,0.04,"*1%","*13%",0.05,0.02,0.05,0.02,0.05,0.01,0.04,0.01,"*7%","*0%","*7%","**%",0.04,0.02,0.04,0,"*6%","*0%",0.05,0.04,0.02,0.05,0.05,0.04,0.03,0.04,7.0000000000000007E-2,0.04,"*0%",0,0,"*100%",0.05,0.04,0.03,0.06,0.04,0.01,0.04,0,0,0.06,0.04,0]
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["NORTH ENGLAND",242,53,85,74,30,105,137,54,84,38,36,13,17,88,154,74,168,64,178,68,174,86,156,198,44,188,54,207,35,213,29,225,17,131,111,120,122,220,22,230,12,132,110,74,168,45,197,44,198,27,215,18,224,242,0,0,0,88,148,6,50,192,16,222,8,3,4,222,1]
[null,0.24,0.24,0.27,0.22,0.2,0.23,0.24,0.22,"*29%",0.26,0.19,0.19,0.21,0.25,0.23,0.24,0.23,0.22,0.24,0.24,0.23,0.24,0.24,"*27%","*15%",0.25,0.21,0.24,0.22,0.23,0.28999999999999998,0.24,0.24,"*20%","*30%","*20%","*29%",0.24,0.22,0.23,0.28999999999999998,"*20%","*31%",0.27,0.22,0.22,0.24,0.26,0.23,0.22,0.24,0.17,0.24,"*25%",0,0,"*0%",0.21,0.25,0.21,"*18%","*26%","*15%","*25%",0.14000000000000001,0.13,0.22,"*25%",0.11]
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["MIDLANDS",223,30,71,90,32,105,118,55,46,33,57,17,15,86,137,74,149,72,151,61,162,70,153,162,61,165,58,188,35,204,19,204,19,134,89,132,91,201,22,211,12,147,76,48,175,45,178,38,185,29,194,27,196,223,0,0,0,106,112,5,74,149,22,195,15,3,3,195,1]
[null,0.22,"*13%",0.22,"*27%",0.21,0.23,0.21,0.22,"*16%",0.23,"*30%",0.25,0.19,0.24,0.21,0.24,0.21,0.25,0.21,0.22,0.22,0.19,0.23,0.22,0.21,0.22,0.23,0.22,0.22,0.22,0.19,0.21,0.26,0.21,0.24,0.22,0.22,0.22,0.22,0.22,0.28999999999999998,0.22,0.22,"*17%","*23%",0.22,0.22,0.23,0.22,0.24,0.22,0.26,0.21,"*23%",0,0,"*0%","*26%","*19%",0.17,"*26%","*20%",0.2,0.22,0.25,0.13,0.17,0.22,0.11]
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["SOUTH EXCL LONDON",365,92,97,119,57,157,208,89,100,46,73,22,35,133,232,118,247,109,256,106,259,130,235,269,96,269,96,304,61,333,32,345,20,234,131,214,151,325,40,353,12,240,125,91,274,79,286,56,309,40,325,37,328,365,0,0,0,151,202,12,102,263,33,318,17,6,5,318,5]
[null,0.36,0.41,"*31%",0.36,0.38,0.34,0.37,0.36,0.34,0.32,0.39,0.32,0.43,0.37,0.35,0.38,0.34,0.38,0.35,0.38,0.35,0.36,0.36,0.37,0.33,0.35,0.38,0.35,0.38,0.36,0.32,0.36,0.28000000000000003,0.36,0.35,0.36,0.36,0.35,0.4,0.36,0.28999999999999998,0.36,0.36,0.33,0.37,0.38,0.35,0.33,0.36,0.33,0.36,0.35,0.36,"*38%",0,0,"*0%",0.37,0.35,0.41,0.36,0.35,0.3,0.36,0.28999999999999998,0.26,0.28000000000000003,0.36,0.56000000000000005]
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["ENGLAND",957,215,295,307,140,431,526,236,274,132,175,63,77,354,603,301,656,278,679,274,683,332,625,714,243,712,245,805,152,861,96,888,69,589,368,547,410,862,95,917,40,613,344,248,709,200,757,159,798,116,841,97,860,957,0,0,0,384,545,28,259,698,108,821,59,23,17,821,9]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 2"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"3","index":4,"n_rows":34,"n_cols":70,"rows_kept":34,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 3/ 1"]
[]
["A3 Which of the following age brackets do you fit into?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["20-24",20,20,0,0,0,6,14,6,14,0,0,0,0,7,13,6,14,7,13,6,14,9,11,19,1,17,3,18,2,19,1,20,0,8,12,7,13,19,1,20,0,8,12,5,15,1,19,1,19,2,18,2,18,20,0,0,0,8,11,1,5,15,3,17,3,0,0,17,0]
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["25-34",204,204,0,0,0,94,110,94,110,0,0,0,0,89,115,70,134,64,140,71,133,76,128,169,35,172,32,182,22,192,12,189,15,117,87,103,101,193,11,200,4,119,85,55,149,52,152,37,167,23,181,13,191,195,0,2,7,75,119,10,52,152,29,171,17,6,5,171,1]
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["35-44",318,0,318,0,0,150,168,150,168,0,0,0,0,120,198,108,210,93,225,103,215,103,215,225,93,233,85,269,49,291,27,296,22,202,116,195,123,289,29,306,12,213,105,74,244,83,235,53,265,43,275,26,292,295,1,9,13,129,180,9,87,231,34,281,12,8,8,281,6]
[null,0.31,"*0%","*100%","*0%","*0%",0.32,0.3,"*60%","*58%","*0%","*0%","*0%","*0%",0.34,0.3,0.35,0.28999999999999998,0.32,0.31,"*37%","*29%",0.28000000000000003,0.33,0.31,0.32,0.3,0.33,0.31,0.3,0.32,0.27,0.31,0.31,0.31,0.31,0.32,0.28999999999999998,0.31,0.28999999999999998,0.31,0.28999999999999998,0.32,0.3,0.27,0.33,"*40%","*29%",0.32,0.31,0.35,0.31,0.25,0.32,0.31,0.25,0.47,0.3,0.31,0.31,0.31,0.31,0.31,0.31,0.32,0.2,0.35,0.44,0.32,0.67]
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["45-54",332,0,0,332,0,144,188,0,0,144,188,0,0,109,223,96,236,100,232,80,252,112,220,234,98,246,86,284,48,301,31,318,14,223,109,199,133,301,31,322,10,226,106,84,248,55,277,59,273,39,293,42,290,307,3,6,16,142,182,8,104,228,34,287,23,6,3,287,2]
[null,0.32,"*0%","*0%","*100%","*0%",0.31,0.34,"*0%","*0%","*100%","*100%","*0%","*0%",0.31,0.33,0.31,0.33,0.35,0.32,0.28000000000000003,0.34,0.31,0.33,0.32,0.34,0.32,0.34,0.33,0.3,0.33,0.31,"*33%","*19%",0.34,0.28999999999999998,0.33,0.32,0.33,0.31,0.33,0.24,0.34,0.3,0.31,0.33,"*27%","*34%",0.35,0.32,0.32,0.33,0.4,0.32,0.32,0.75,0.32,0.37,0.35,0.31,0.28000000000000003,0.37,0.31,0.31,0.33,0.39,0.26,0.17,0.33,0.22]
[null,null,null,null,"abd",null,null,null,null,null,"abef","abef",null,null,null,null,null,null,null,null,null,null,null,null,"j","j","j","j","j",null,"j",null,"j",null,"j",null,"j","j",null,null,null,null,null,null,null,null,null,"c",null,null,null,null,"c"]
["55-64",142,0,0,0,142,63,79,0,0,0,0,63,79,31,111,25,117,24,118,21,121,59,83,88,54,98,44,107,35,118,24,126,16,91,51,91,51,119,23,131,11,98,44,52,90,15,127,18,124,13,129,20,122,134,0,1,7,54,87,1,31,111,8,122,3,3,2,122,0]
[null,0.14000000000000001,"*0%","*0%","*0%","*95%",0.14000000000000001,0.14000000000000001,"*0%","*0%","*0%","*0%","*93%","*98%","*9%","*17%","*8%","*16%","*8%","*16%","*7%","*16%",0.16,0.13,"*12%","*19%",0.13,0.17,"*12%","*22%","*13%","*24%","*13%","*22%",0.14000000000000001,0.14000000000000001,0.15,0.12,"*13%","*23%","*13%","*26%",0.15,0.13,"*19%","*12%","*7%","*16%",0.11,0.15,0.11,0.14000000000000001,0.19,0.13,0.14000000000000001,0,0.05,0.16,0.13,0.15,0.03,0.11,0.15,"*7%",0.14000000000000001,"*5%",0.13,0.11,0.14000000000000001,0]
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["65+",7,0,0,0,7,5,2,0,0,0,0,5,2,1,6,2,5,0,7,0,7,5,2,1,6,1,6,1,6,2,5,2,5,6,1,7,0,1,6,2,5,7,0,5,2,0,7,0,7,3,4,2,5,6,0,1,0,3,4,0,2,5,1,5,1,0,0,5,0]
[null,0.01,0,0,0,"*5%",0.01,"*%",0,0,0,0,"*7%","*2%","*%",0.01,0.01,0.01,0,0.01,0,0.01,"*1%","**%","**%","*2%","**%","*2%","**%","*4%","**%","*5%","**%","*7%",0.01,"*%","*1%","*0%","**%","*6%","**%","*12%",0.01,0,"*2%","**%",0,0.01,0,0.01,"*2%","**%",0.02,0.01,0.01,0,0.05,0,0.01,0.01,0,0.01,0.01,0.01,0.01,0.02,0,0,0.01,0]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 3"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"4","index":5,"n_rows":22,"n_cols":70,"rows_kept":22,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 4/ 1"]
[]
["A4 Now, thinking about your job, what level of learner do you typically teach or advise?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Secondary school",957,215,302,312,128,427,530,237,280,135,177,55,73,349,608,290,667,278,679,268,689,332,625,723,234,755,202,841,116,896,61,913,44,585,372,537,420,900,57,942,15,605,352,247,710,195,762,160,797,108,849,99,858,894,3,18,42,383,548,26,265,692,105,823,56,23,17,823,9]
[null,0.94,0.96,0.95,0.94,"*86%",0.92,0.94,0.95,0.96,0.94,0.94,"*81%",0.9,"*98%","*91%",0.94,0.93,"*97%","*92%",0.95,0.93,"*91%","*95%","*98%","*82%","*98%","*79%","*98%","*72%","*97%","*61%","*96%","*61%","*90%","*99%","*89%","*100%","*98%","*56%","*96%","*36%","*90%","*100%","*90%","*95%",0.95,0.93,0.95,0.93,"*88%","*94%",0.94,0.93,0.93,0.75,0.95,0.98,0.93,0.94,0.9,0.94,0.93,0.96,0.93,0.95,1,0.94,0.93,1]
[null,null,"d","d","d",null,null,null,"e","ef","e","e",null,null,"bcdfhij",null,null,null,"bdfhi",null,"bi",null,null,"bi","bdfhijkm","fhj","bdfhijkm","hj","bdfhijkm",null,"bdfhjkm",null,"bdfhjkm",null,"bdfhj","bdfghijkm","bdfhj","abcdefghijkm","bcde","d","bde",null,"bd","abcde",null,"ag","g","g","ag","g",null,"ag",null,"ag"]
["6th  form or equivalent (i.e. A levels at FE college)",66,9,16,20,21,35,31,13,12,9,11,13,8,8,58,17,49,10,56,13,53,32,34,13,53,12,54,20,46,27,39,38,28,62,4,65,1,22,44,39,27,66,0,28,38,11,55,8,58,15,51,6,60,63,1,1,1,28,35,3,16,50,4,60,3,0,1,60,0]
[null,0.06,0.04,0.05,0.06,"*14%",0.08,0.06,0.05,0.04,0.06,0.06,"*19%",0.1,"*2%","*9%",0.06,7.0000000000000007E-2,"*3%","*8%",0.05,7.0000000000000007E-2,"*9%","*5%","*2%","*18%","*2%","*21%","*2%","*28%","*3%","*39%","*4%","*39%","*10%","*1%","*11%","**%","*2%","*44%","*4%","*64%","*10%","*0%","*10%","*5%",0.05,7.0000000000000007E-2,0.05,7.0000000000000007E-2,"*12%","*6%",0.06,7.0000000000000007E-2,7.0000000000000007E-2,0.25,0.05,0.02,7.0000000000000007E-2,0.06,0.1,0.06,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.05,0,0.06,7.0000000000000007E-2,0]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 4"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"5","index":6,"n_rows":52,"n_cols":70,"rows_kept":52,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 5/ 1"]
[]
["A5 Which of the following qualifications does your school offer in science, technology, engineering and mathematics subjects?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["GCSEs (En/NI/Wales only)",921,208,282,299,132,411,510,228,262,126,173,57,75,348,573,287,634,269,652,258,663,320,601,710,211,701,220,785,136,838,83,866,55,551,370,509,412,840,81,891,30,572,349,241,680,186,735,154,767,108,813,92,829,898,4,19,0,375,520,26,250,671,102,793,54,23,16,793,9]
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["A levels (En/NI/Wales only)",696,141,210,235,110,316,380,163,188,104,131,49,61,245,451,204,492,185,511,184,512,238,458,479,217,475,221,558,138,611,85,640,56,584,112,544,152,606,90,659,37,608,88,187,509,131,565,118,578,98,598,68,628,676,4,16,0,281,397,18,198,498,71,608,41,12,13,608,5]
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["BTECs",312,75,99,99,39,140,172,81,93,42,57,17,22,118,194,92,220,85,227,98,214,98,214,231,81,230,82,260,52,275,37,289,23,213,99,194,118,277,35,296,16,218,94,80,232,66,246,44,268,33,279,29,283,304,1,7,0,128,177,7,101,211,39,268,25,8,4,268,2]
[null,0.3,0.33,0.31,0.3,0.26,0.3,0.31,0.32,0.32,0.28999999999999998,0.3,0.25,0.27,0.33,0.28999999999999998,0.3,0.31,0.3,0.31,0.35,0.28999999999999998,0.27,0.32,0.31,0.28000000000000003,0.3,0.32,0.3,0.32,0.3,0.37,0.3,0.32,"*33%","*26%",0.32,0.28000000000000003,0.3,0.35,0.3,0.38,0.32,0.27,0.28999999999999998,0.31,0.32,0.3,0.26,0.31,0.27,0.31,0.28000000000000003,0.31,"*32%",0.25,0.37,"*0%",0.31,0.3,0.24,"*36%","*28%",0.36,0.3,"*42%",0.35,0.22,0.3,0.22]
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["IGCSE",150,21,34,60,35,73,77,24,31,31,29,18,17,31,119,31,119,26,124,32,118,64,86,86,64,90,60,118,32,130,20,139,11,131,19,128,22,129,21,144,6,137,13,52,98,30,120,20,130,21,129,16,134,150,0,0,0,57,90,3,40,110,6,141,5,0,0,141,1]
[null,0.15,"*9%","*11%","*18%","*23%",0.16,0.14000000000000001,"*10%","*11%","*22%",0.15,"*26%",0.21,"*9%","*18%","*10%","*17%","*9%","*17%",0.11,0.16,0.18,0.13,"*12%","*22%","*12%","*23%","*14%","*20%",0.14000000000000001,0.2,0.15,0.15,"*20%","*5%","*21%","*5%",0.14000000000000001,0.21,0.15,0.14000000000000001,"*20%","*4%","*19%","*13%",0.15,0.15,0.12,0.15,0.17,0.14000000000000001,0.15,0.15,"*16%",0,0,"*0%",0.14000000000000001,0.15,0.1,0.14000000000000001,0.15,"*6%","*16%",0.08,0,0,"*16%",0.11]
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["OCR",114,28,28,43,15,49,65,27,29,16,27,6,9,35,79,30,84,30,84,33,81,32,82,86,28,84,30,98,16,102,12,102,12,78,36,73,41,101,13,108,6,82,32,24,90,20,94,18,96,13,101,17,97,113,0,1,0,44,66,4,41,73,18,93,10,5,1,93,2]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,"d",null,null,null,null,null,null,"b"]
["International Baccalaureate",49,11,11,20,7,17,32,8,14,6,14,3,4,18,31,17,32,16,33,10,39,15,34,27,22,30,19,43,6,44,5,45,4,40,9,38,11,44,5,46,3,41,8,13,36,10,39,11,38,11,38,4,45,47,0,0,2,28,21,0,15,34,5,43,2,1,2,43,0]
[null,0.05,0.05,0.03,0.06,0.05,0.04,0.06,0.03,0.05,0.04,7.0000000000000007E-2,0.04,0.05,0.05,0.05,0.06,0.04,0.06,0.04,0.04,0.05,0.04,0.05,"*4%","*8%","*4%","*7%",0.05,0.04,0.05,0.05,0.05,0.06,"*6%","*2%","*6%","*3%",0.05,0.05,0.05,7.0000000000000007E-2,"*6%","*2%",0.05,0.05,0.05,0.05,7.0000000000000007E-2,0.04,"*9%","*4%",0.04,0.05,0.05,0,0,0.05,"*7%","*4%",0,0.05,0.05,0.05,0.05,0.03,0.04,0.11,0.05,0]
[null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,null,null,null,null,null,null,null,null,null,null,"acln",null,"acln","ln",null,null,null,null,null,"aln",null,"acln",null,"f",null,"f",null,"f",null,null,null,null,null,null,null,"fh",null,null,null,null,null,null,null,"b"]
["Scottish Highers (Scotland only)",43,7,13,16,7,18,25,6,14,8,8,4,3,0,43,3,40,9,34,6,37,19,24,5,38,37,6,39,4,42,1,42,1,43,0,41,2,41,2,43,0,43,0,15,28,5,38,8,35,4,39,7,36,0,0,0,43,20,22,1,17,26,1,39,0,0,1,39,0]
[null,0.04,0.03,0.04,0.05,0.05,0.04,0.04,0.02,0.05,0.06,0.04,0.06,0.04,"*0%","*6%","*1%","*6%",0.03,0.05,"*2%","*5%",0.05,0.04,"*1%","*13%",0.05,0.02,0.05,0.02,0.05,0.01,0.04,0.01,"*7%","*0%","*7%","**%",0.04,0.02,0.04,0,"*6%","*0%",0.05,0.04,0.02,0.05,0.05,0.04,0.03,0.04,7.0000000000000007E-2,0.04,"*0%",0,0,"*100%",0.05,0.04,0.03,0.06,0.04,0.01,0.04,0,0,0.06,0.04,0]
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["National 4 / National 5 (Scotland only)",42,7,13,16,6,18,24,6,14,8,8,4,2,0,42,3,39,9,33,5,37,19,23,5,37,36,6,38,4,41,1,41,1,42,0,40,2,40,2,42,0,42,0,15,27,4,38,8,34,4,38,7,35,0,0,0,42,19,22,1,17,25,1,38,0,0,1,38,0]
[null,0.04,0.03,0.04,0.05,0.04,0.04,0.04,0.02,0.05,0.06,0.04,0.06,0.02,"*0%","*6%","*1%","*5%",0.03,0.04,"*2%","*5%",0.05,0.03,"*1%","*13%",0.05,0.02,0.04,0.02,0.04,0.01,0.04,0.01,"*6%","*0%","*7%","**%",0.04,0.02,0.04,0,"*6%","*0%",0.05,0.04,0.02,0.05,0.05,0.04,0.03,0.04,7.0000000000000007E-2,0.04,"*0%",0,0,"*98%",0.05,0.04,0.03,0.06,0.03,0.01,0.04,0,0,0.06,0.04,0]
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["Advanced Highers / Scottish Advanced Highers",12,2,3,5,2,1,11,0,5,1,4,0,2,0,12,1,11,3,9,3,9,7,5,2,10,10,2,11,1,12,0,11,1,12,0,12,0,11,1,12,0,12,0,6,6,3,9,3,9,1,11,1,11,0,0,0,12,8,4,0,5,7,1,11,0,0,1,11,0]
[null,0.01,0.01,0.01,0.02,0.01,"**%","*2%","*0%",0.02,0.01,0.02,0,0.02,"*0%","*2%","*%",0.02,0.01,0.01,0.01,0.01,0.02,0.01,"**%","*3%",0.01,0.01,0.01,0.01,0.01,0,0.01,0.01,"*2%","*0%","*2%","*0%",0.01,0.01,0.01,0,"*2%","*0%",0.02,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.01,"*0%",0,0,"*28%",0.02,0.01,0,0.02,0.01,0.01,0.01,0,0,0.06,0.01,0]
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["City and Guilds",8,0,4,3,1,5,3,1,3,3,0,1,0,1,7,1,7,2,6,2,6,1,7,4,4,3,5,4,4,5,3,5,3,4,4,5,3,5,3,5,3,5,3,1,7,1,7,1,7,0,8,3,5,8,0,0,0,3,5,0,2,6,2,6,1,0,1,6,0]
[null,0.01,0,0.01,0.01,0.01,0.01,0.01,"*%",0.01,0.02,0,0.01,0,"*%",0.01,"*%",0.01,0.01,0.01,0.01,0.01,"*%",0.01,0.01,0.01,"**%","*2%","**%","*2%","*1%","*3%","*1%","*4%",0.01,0.01,0.01,0.01,"*1%","*3%","*1%","*7%",0.01,0.01,"*%",0.01,"*%",0.01,0.01,0.01,0,0.01,"*3%","*1%",0.01,0,0,0,0.01,0.01,0,0.01,0.01,0.02,0.01,0.02,0,0.06,0.01,0]
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["Functional Skills / entry level",6,0,4,1,1,2,4,2,2,0,1,0,1,1,5,0,6,0,6,0,6,5,1,6,0,6,0,6,0,6,0,6,0,3,3,3,3,6,0,6,0,3,3,3,3,0,6,0,6,0,6,1,5,6,0,0,0,1,5,0,2,4,0,6,0,0,0,6,0]
[null,0.01,0,0.01,"*%",0.01,"*%",0.01,0.01,0.01,0,0.01,0,0.01,"*%",0.01,0,0.01,0,0.01,0,0.01,"*1%","**%",0.01,0,0.01,0,0.01,0,0.01,0,0.01,0,"*%",0.01,"*%",0.01,0.01,0,0.01,0,"*%",0.01,0.01,"*%",0,0.01,0,0.01,0,0.01,0.01,0.01,0.01,0,0,0,"*%",0.01,0,0.01,0.01,0,0.01,0,0,0,0.01,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"cegj"]
["Other",41,3,16,11,11,17,24,10,9,4,7,3,8,11,30,5,36,6,35,11,30,10,31,32,9,33,8,36,5,35,6,34,7,22,19,22,19,38,3,37,4,23,18,5,36,10,31,1,40,1,40,3,38,37,0,1,3,14,26,1,13,28,5,36,3,1,1,36,0]
[null,0.04,"*1%",0.05,0.03,"*7%",0.04,0.04,0.04,0.03,0.03,0.04,0.04,"*10%",0.03,0.05,"*2%","*5%","*2%","*5%",0.04,0.04,0.03,0.05,0.04,0.03,0.04,0.03,0.04,0.03,0.04,0.06,"*4%","*10%",0.03,0.05,0.04,0.05,0.04,0.03,0.04,0.1,0.03,0.05,"*2%","*5%",0.05,0.04,"*1%","*5%",0.01,0.04,0.03,0.04,0.04,0,0.05,7.0000000000000007E-2,0.03,0.04,0.03,0.05,0.04,0.05,0.04,0.05,0.04,0.06,0.04,0]
[null,null,null,"a",null,"ac",null,null,null,null,null,null,null,"abcd",null,"c",null,"ce",null,"ce",null,"c",null,"c",null,null,null,null,null,null,null,null,null,"abcdefgikm",null,null,null,null,null,null,null,"e",null,null,null,"aeg","eg","e",null,"aeg",null,"ae",null,"e"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 5"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"6","index":7,"n_rows":43,"n_cols":70,"rows_kept":43,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 6/ 1"]
[]
["A6 What subjects do you teach?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Maths",364,85,103,112,64,156,208,84,104,43,69,29,35,27,337,36,328,25,339,29,335,364,0,256,108,264,100,287,77,310,54,332,32,219,145,187,177,317,47,344,20,227,137,264,100,22,342,18,346,26,338,37,327,332,3,10,19,86,264,14,54,310,52,302,32,9,7,302,4]
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["Double award science",357,96,120,109,32,150,207,93,123,42,67,15,17,357,0,237,120,221,136,210,147,27,330,272,85,274,83,323,34,346,11,347,10,219,138,204,153,337,20,355,2,229,128,15,342,140,217,112,245,73,284,23,334,354,0,3,0,197,152,8,119,238,39,311,21,9,6,311,3]
[null,0.35,"*43%",0.38,0.33,"*21%",0.32,0.37,0.37,"*42%",0.28999999999999998,0.36,"*22%","*21%","*100%","*0%","*77%","*17%","*77%","*19%","*75%","*20%","*7%","*50%","*37%","*30%",0.36,0.32,"*38%","*21%","*37%","*11%","*36%","*14%",0.34,0.37,0.34,0.36,"*37%","*20%","*36%","*5%",0.34,0.36,"*5%","*46%","*68%","*27%","*67%","*29%","*59%","*32%","*22%","*36%","*37%",0,0.16,"*0%","*48%","*26%",0.28000000000000003,"*42%","*32%",0.36,0.35,0.36,0.39,0.33,0.35,0.33]
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["Physics",307,76,108,96,27,157,150,95,89,43,53,19,8,237,70,307,0,189,118,173,134,36,271,220,87,238,69,265,42,291,16,295,12,191,116,180,127,276,31,302,5,199,108,20,287,93,214,68,239,108,199,29,278,301,0,3,3,176,122,9,109,198,27,269,14,4,4,269,5]
[null,0.3,0.34,0.34,0.28999999999999998,"*18%","*34%","*27%","*38%",0.3,0.3,0.28000000000000003,0.28000000000000003,"*10%","*66%","*11%","*100%","*0%","*66%","*16%","*62%","*18%","*10%","*41%",0.3,0.3,0.31,0.27,0.31,0.26,"*32%","*16%","*31%","*17%",0.3,0.31,0.3,0.3,0.3,0.31,"*31%","*12%",0.3,0.31,"*7%","*38%","*45%","*26%","*40%","*28%","*88%","*22%",0.28000000000000003,0.3,"*31%",0,0.16,"*7%","*43%","*21%",0.31,"*39%","*27%",0.25,0.3,0.24,0.17,0.22,0.3,0.56000000000000005]
[null,null,"d","d","d",null,"b",null,"df","f","f","f","f",null,"bdfhij","d","abdefghij",null,"bdfhij","bdi","bdfhij","bdi","d","bdfhi","hj","hj","hj","h","hj",null,"hj",null,"hj",null,"hj","hj","hj","hj","d","d","d",null,"d","d",null,"adfhij","adfhij","ah","adfhij","ah","abcdefhij","a","a","ah","d",null,null,null,"b",null,null,"b"]
["Chemistry",288,71,93,100,24,105,183,67,97,32,68,6,18,221,67,189,99,288,0,184,104,25,263,223,65,230,58,258,30,275,13,276,12,181,107,169,119,270,18,282,6,187,101,11,277,102,186,138,150,36,252,13,275,278,0,1,9,156,126,6,77,211,32,248,17,7,3,248,5]
[null,0.28000000000000003,0.32,0.28999999999999998,0.3,"*16%","*23%","*33%",0.27,"*33%",0.22,"*36%","*9%",0.22,"*62%","*10%","*62%","*14%","*100%","*0%","*65%","*14%","*7%","*40%","*30%","*23%","*30%","*23%","*30%","*19%","*30%","*13%","*29%","*17%",0.28000000000000003,0.28000000000000003,0.28000000000000003,0.28000000000000003,"*29%","*18%","*29%","*14%",0.28000000000000003,0.28999999999999998,"*4%","*37%","*50%","*23%","*82%","*18%",0.28999999999999998,0.28000000000000003,"*12%","*30%","*29%",0,0.05,0.21,"*38%","*22%",0.21,0.27,0.28000000000000003,0.28999999999999998,0.28000000000000003,0.28999999999999998,0.3,0.17,0.28000000000000003,0.56000000000000005]
[null,null,"d","d","d",null,null,"a","e","ce","e","acef",null,"e","bdfhij","f","bdfhij","bfi","abcdfghij",null,"bdfhij","bfi","f","bdfhi","bdfhj","h","bdfhj","h","bdfhj",null,"bdfhj",null,"bdfhj",null,"fhj","fhj","fhj","fhj","bd",null,"bd",null,"b","bd",null,"adfhij","abdfghij","afi","abcdfghij","a","afi","adfi","a","adfi",null,null,null,null,"b"]
["Biology",281,77,103,80,21,98,183,68,112,25,55,5,16,210,71,173,108,184,97,281,0,29,252,210,71,223,58,252,29,263,18,266,15,174,107,162,119,261,20,273,8,179,102,11,270,179,102,64,217,29,252,7,274,274,0,1,6,158,116,7,81,200,28,247,13,5,5,247,5]
[null,0.27,"*34%","*32%",0.24,"*14%","*21%","*33%",0.27,"*38%","*17%",0.28999999999999998,"*7%",0.2,"*59%","*11%","*56%","*15%","*64%","*13%","*100%","*0%","*8%","*38%",0.28999999999999998,0.25,"*29%","*23%","*29%","*18%","*28%","*18%",0.28000000000000003,0.21,0.27,0.28000000000000003,0.27,0.28000000000000003,0.28000000000000003,0.2,0.28000000000000003,0.19,0.27,0.28999999999999998,"*4%","*36%","*87%","*12%","*38%","*25%",0.24,0.28000000000000003,"*7%","*30%","*29%",0,0.05,"*14%","*38%","*20%",0.24,0.28999999999999998,0.27,0.26,0.28000000000000003,0.22,0.22,0.28000000000000003,0.28000000000000003,0.56000000000000005]
[null,null,"cd","cd","d",null,null,"a","ce","acdef",null,"ce",null,"e","bdfhij","h","bdfhij","bhi","bdfhij","hi","abcdefhij",null,"h","bdfhi","fh",null,"dfh",null,"dfh",null,"fh",null,"fh",null,"f","fh","f","fh",null,null,null,null,null,null,null,"adfghij","abdefghij","a","adfghij","adi","adi","adi",null,"adfi","d",null,null,null,"b"]
["Design and Technology",188,31,55,74,28,107,81,54,32,40,34,13,15,10,178,14,174,13,175,13,175,12,176,162,26,173,15,177,11,179,9,178,10,105,83,98,90,185,3,183,5,108,80,3,185,2,186,3,185,4,184,39,149,170,1,6,11,78,108,2,75,113,11,167,4,4,3,167,0]
[null,0.18,"*14%",0.17,"*22%",0.19,"*23%","*14%",0.22,"*11%","*28%",0.18,0.19,0.19,"*3%","*27%","*5%","*24%","*5%","*24%","*5%","*24%","*3%","*27%","*22%","*9%","*23%","*6%","*21%","*7%","*19%","*9%",0.19,0.14000000000000001,"*16%","*22%","*16%","*21%","*20%","*3%",0.19,0.12,"*16%","*23%","*1%","*25%","*1%","*23%","*2%","*22%","*3%","*20%","*37%","*16%",0.18,0.25,0.32,0.26,0.19,0.19,7.0000000000000007E-2,"*27%","*15%","*10%",0.19,"*7%",0.17,0.17,0.19,0]
[null,null,null,null,"a",null,"b",null,"b",null,"bd","b",null,null,null,"acegi",null,"acegi",null,"acegi",null,"acegi",null,"acegi","bdfhkm",null,"bdfhikm",null,"bdfhkm",null,"bdfh",null,"bdfh","d","bdf","bdfhkm","bdf","bdfhkm","be",null,"b","b","b","be",null,"aceghj",null,"acegj",null,"acegj",null,"acegj","abcdefghj","aceg",null,null,null,null,null,null,null,"b",null,null,"a",null,null,null,"a"]
["Engineering",54,10,14,22,8,38,16,18,6,13,9,7,1,5,49,7,47,5,49,4,50,7,47,44,10,45,9,45,9,50,4,52,2,32,22,34,20,49,5,53,1,34,20,5,49,1,53,2,52,6,48,20,34,50,0,2,2,30,24,0,30,24,4,48,2,0,2,48,0]
[null,0.05,0.04,0.04,7.0000000000000007E-2,0.05,"*8%","*3%",7.0000000000000007E-2,"*2%","*9%",0.05,0.1,0.01,"*1%","*7%","*2%","*7%","*2%","*7%","*1%","*7%","*2%","*7%",0.06,0.03,0.06,0.04,0.05,0.06,0.05,0.04,0.05,0.03,0.05,0.06,0.06,0.05,0.05,0.05,0.05,0.02,0.05,0.06,"*2%","*7%","**%","*6%","*1%","*6%",0.05,0.05,"*19%","*4%",0.05,0,0.11,0.05,"*7%",0.04,0,"*11%","*3%",0.04,0.05,0.03,0,0.11,0.05,0]
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["Information and Communications Technology (ICT)",26,1,7,12,6,13,13,4,4,6,6,3,3,1,25,2,24,2,24,3,23,6,20,20,6,19,7,21,5,20,6,21,5,17,9,16,10,21,5,21,5,17,9,6,20,3,23,2,24,2,24,4,22,24,0,2,0,12,14,0,12,14,0,25,0,0,0,25,0]
[null,0.03,"**%",0.02,0.04,0.04,0.03,0.02,0.02,0.01,0.04,0.03,0.04,0.04,"**%","*4%","*1%","*3%","*1%","*3%",0.01,0.03,0.02,0.03,0.03,0.02,0.02,0.03,0.02,0.03,"*2%","*6%","*2%","*7%",0.03,0.02,0.03,0.02,0.02,0.05,"*2%","*12%",0.03,0.03,0.02,0.03,0.01,0.03,0.01,0.03,0.02,0.03,0.04,0.02,0.03,0,0.11,0,0.03,0.02,0,"*4%","*2%",0,0.03,0,0,0,0.03,0]
[null,null,null,null,"a","a",null,null,null,null,null,null,null,null,null,"aceg",null,"aceg",null,"ace",null,"ace",null,"ace",null,null,null,null,null,null,null,"cegi",null,"abcegiklmn",null,null,null,null,null,null,null,"acef",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Other",80,18,23,21,18,27,53,18,23,5,16,4,14,26,54,23,57,19,61,26,54,14,66,64,16,68,12,73,7,74,6,75,5,53,27,56,24,74,6,78,2,57,23,8,72,15,65,6,74,9,71,5,75,72,1,1,6,33,46,1,23,57,3,75,1,1,1,75,0]
[null,0.08,0.08,7.0000000000000007E-2,0.06,"*12%","*6%","*9%",7.0000000000000007E-2,0.08,"*3%",0.09,0.06,"*17%",7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.08,0.09,7.0000000000000007E-2,"*4%","*10%",0.09,0.06,"*9%","*5%",0.08,0.04,0.08,0.06,0.08,7.0000000000000007E-2,0.08,7.0000000000000007E-2,"*9%","*6%",0.08,0.06,0.08,0.05,0.08,7.0000000000000007E-2,"*3%","*10%",7.0000000000000007E-2,0.08,"*4%","*9%",7.0000000000000007E-2,0.08,0.05,0.08,0.08,0.25,0.05,0.14000000000000001,0.08,0.08,0.03,0.08,0.08,"*3%","*8%",0.02,0.04,0.06,"*8%",0]
[null,null,null,null,null,"c",null,"a",null,null,null,null,null,"abcde","i","i","i","i",null,"i","i","i",null,"i","d",null,"d",null,"d",null,null,null,null,null,null,null,"dfn",null,null,null,null,null,null,null,null,"ae","a","ae",null,"ae","a","ae",null,"ae",null,null,null,null,null,null,null,null,null,null,"a"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 6"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"7","index":8,"n_rows":30,"n_cols":15,"rows_kept":30,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 7/ 1"]
[]
["A6A. At what level(s) do you teach these subjects?"]
[]
["Base: All"]
[null,"Total","ANY QUALIFICATION","GCSEs","A levels","National 4/National 5","Scottish Highers","BTECs","City and Guilds","OCR","iGCSE","International Baccalaureate","Functional Skills / entry level","Other","NONE OF THESE"]
["Double award science",1023,356,336,13,0,0,14,0,4,21,1,0,3,667]
[null,null,0.35,0.33,0.01,0,0,0.01,0,"*%",0.02,"*%",0,"*%",0.65]
["Physics",1023,307,269,125,3,2,11,0,6,26,13,0,2,716]
[null,null,0.3,0.26,0.12,"*%","*%",0.01,0,0.01,0.03,0.01,0,"*%",0.7]
["Chemistry",1023,288,248,102,7,9,12,0,5,21,6,0,3,735]
[null,null,0.28000000000000003,0.24,0.1,0.01,0.01,0.01,0,"*%",0.02,0.01,0,"*%",0.72]
["Biology",1023,281,237,122,5,6,16,0,2,26,5,0,7,742]
[null,null,0.27,0.23,0.12,"*%",0.01,0.02,0,"*%",0.03,"*%",0,0.01,0.73]
["Design and Technology",1023,188,168,81,8,11,16,1,9,1,2,1,6,835]
[null,null,0.18,0.16,0.08,0.01,0.01,0.02,"*%",0.01,"*%","*%","*%",0.01,0.82]
["Maths",1023,364,286,191,14,19,3,0,10,55,9,5,8,659]
[null,null,0.36,0.28000000000000003,0.19,0.01,0.02,"*%",0,0.01,0.05,0.01,"*%",0.01,0.64]
["Engineering",1023,54,22,8,2,1,27,1,8,1,0,0,4,969]
[null,null,0.05,0.02,0.01,"*%","*%",0.03,"*%",0.01,"*%",0,0,"*%",0.95]
["Information and Communications Technology (ICT)",1023,26,19,5,0,0,7,0,5,1,0,0,2,997]
[null,null,0.03,0.02,"*%",0,0,0.01,0,"*%","*%",0,0,"*%",0.97]
["Other",1023,80,38,17,2,3,24,1,3,0,2,1,14,943]
[null,null,0.08,0.04,0.02,"*%","*%",0.02,"*%","*%",0,"*%","*%",0.01,0.92]
["Page 7"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"8","index":9,"n_rows":40,"n_cols":70,"rows_kept":40,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 8/ 1"]
[]
["A6c What subject would you say is the main subject you teach?"]
[]
["Base: All who teach more than one subject"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Double award science",99,38,36,19,6,39,60,32,42,4,15,3,3,99,0,69,30,74,25,74,25,3,96,85,14,85,14,94,5,97,2,95,4,39,60,29,70,96,3,98,1,40,59,2,97,53,46,30,69,6,93,2,97,99,0,0,0,49,45,5,25,74,13,86,7,3,1,86,2]
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["Physics",150,26,54,50,20,92,58,47,33,29,21,16,4,102,48,150,0,50,100,40,110,14,136,87,63,97,53,118,32,139,11,145,5,109,41,109,41,126,24,147,3,114,36,10,140,20,130,13,137,94,56,25,125,146,0,2,2,89,58,3,67,83,13,131,7,1,3,131,2]
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["Chemistry",118,24,32,47,15,38,80,20,36,15,32,3,12,76,42,39,79,118,0,36,82,5,113,86,32,83,35,102,16,110,8,112,6,94,24,93,25,109,9,114,4,97,21,2,116,16,102,101,17,2,116,3,115,111,0,0,7,56,59,3,26,92,13,101,7,4,1,101,1]
[null,0.12,0.11,0.1,0.14000000000000001,0.1,"*8%","*14%","*8%",0.12,0.1,"*17%",0.04,0.15,"*21%","*6%",0.13,0.11,"*41%","*0%",0.13,0.11,"*1%","*17%",0.12,0.11,0.11,0.14000000000000001,0.12,0.1,0.12,0.08,0.12,0.08,"*15%","*6%","*15%","*6%",0.12,0.09,0.12,0.1,"*14%","*6%","*1%","*16%",0.08,0.12,"*60%","*2%","*2%","*13%","*3%","*13%",0.12,0,0,0.16,0.14000000000000001,0.1,0.1,0.09,0.12,0.12,0.11,0.12,0.17,0.06,0.11,0.11]
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["Biology",116,28,42,35,11,37,79,22,48,12,23,3,8,65,51,31,85,34,82,116,0,3,113,68,48,78,38,96,20,101,15,105,11,94,22,90,26,102,14,109,7,95,21,1,115,105,11,11,105,2,114,0,116,110,0,1,5,65,49,2,37,79,10,104,5,2,3,104,0]
[null,0.11,0.13,0.13,0.11,7.0000000000000007E-2,"*8%","*14%",0.09,"*16%",0.08,0.12,0.04,0.1,"*18%","*8%",0.1,0.12,0.12,0.11,"*41%","*0%","*1%","*17%","*9%","*17%","*10%","*15%",0.11,0.12,0.11,0.15,0.11,0.15,"*15%","*6%","*15%","*6%",0.11,0.14000000000000001,0.11,0.17,"*14%","*6%","**%","*15%","*51%","*1%","*7%","*12%","*2%","*13%","*0%","*13%",0.11,0,0.05,0.12,"*16%","*8%",7.0000000000000007E-2,0.13,0.11,0.09,0.12,0.08,0.09,0.17,0.12,0]
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["Design and Technology",147,26,45,57,19,86,61,45,26,32,25,9,10,3,144,3,144,3,144,3,144,3,144,124,23,134,13,136,11,140,7,137,10,83,64,79,68,144,3,142,5,86,61,0,147,0,147,1,146,0,147,29,118,132,1,4,10,57,88,2,57,90,9,130,3,3,3,130,0]
[null,0.14000000000000001,0.12,0.14000000000000001,0.17,0.13,"*19%","*11%",0.18,"*9%","*22%",0.13,0.13,0.12,"*1%","*22%","*1%","*20%","*1%","*20%","*1%","*19%","*1%","*22%","*17%","*8%","*17%","*5%","*16%","*7%","*15%","*7%",0.14000000000000001,0.14000000000000001,0.13,0.17,0.13,0.16,"*16%","*3%",0.14000000000000001,0.12,0.13,0.17,"*0%","*20%","*0%","*18%","*1%","*17%","*0%","*16%","*28%","*13%","*14%",0.25,0.21,0.23,0.14000000000000001,0.15,7.0000000000000007E-2,"*20%","*12%",0.08,0.15,"*5%",0.13,0.17,0.15,0]
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["Maths",331,78,90,101,62,142,189,74,94,40,61,28,34,7,324,9,322,5,326,7,324,331,0,233,98,238,93,259,72,281,50,301,30,199,132,170,161,289,42,313,18,206,125,259,72,10,321,9,322,15,316,32,299,300,3,10,18,68,250,13,47,284,49,274,29,9,7,274,4]
[null,0.32,0.35,0.28000000000000003,0.3,"*42%",0.31,0.34,0.3,0.32,0.28000000000000003,0.32,0.41,0.42,"*2%","*49%","*3%","*45%","*2%","*44%","*2%","*44%","*91%","*0%",0.32,0.34,0.31,0.36,"*30%","*44%","*30%","*50%",0.32,0.42,0.31,0.35,"*28%","*38%","*31%","*42%",0.32,0.43,0.31,0.36,"*94%","*10%","*5%","*39%","*5%","*38%","*12%","*35%",0.3,0.33,"*31%",0.75,0.53,0.42,"*17%","*43%",0.45,"*17%","*38%","*45%","*31%","*49%",0.39,0.39,"*31%",0.44]
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["Engineering",21,2,6,10,3,16,5,6,2,7,3,3,0,0,21,2,19,1,20,1,20,2,19,19,2,19,2,20,1,20,1,21,0,10,11,10,11,20,1,21,0,10,11,0,21,0,21,0,21,1,20,11,10,20,0,1,0,12,9,0,14,7,1,18,1,0,0,18,0]
[null,0.02,0.01,0.02,0.03,0.02,"*3%","*1%",0.02,0.01,"*5%",0.02,0.04,0,"*0%","*3%","*1%","*3%","**%","*3%","**%","*3%","*1%","*3%",0.03,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0.02,0,0.02,0.03,0.02,0.03,0.02,0.01,0.02,0,0.01,0.03,"*0%","*3%","*0%","*3%","*0%","*2%",0.01,0.02,"*10%","*1%",0.02,0,0.05,0,0.03,0.02,0,"*5%","*1%",0.01,0.02,0.02,0,0,0.02,0]
[null,null,null,null,null,null,"b",null,null,null,"bf",null,"b",null,null,"acegi",null,"acegi",null,"acegi",null,"acegi",null,"acegi",null,null,null,null,null,null,null,null,null,null,null,"b",null,null,null,null,null,null,null,null,null,"acej",null,"acej",null,"acej",null,"ac","abcdefghj",null,null,null,null,null,null,null,null,"b"]
["Other",41,2,13,13,13,12,29,4,11,5,8,3,10,5,36,4,37,3,38,4,37,3,38,34,7,33,8,36,5,35,6,35,6,19,22,22,19,36,5,37,4,23,18,1,40,2,39,3,38,3,38,3,38,39,0,1,1,15,25,1,8,33,1,39,0,1,0,39,0]
[null,0.04,"*1%",0.04,0.04,"*9%","*3%","*5%","*2%",0.04,0.03,0.04,0.04,"*12%","*1%","*5%","*1%","*5%","*1%","*5%","*1%","*5%","*1%","*6%",0.05,0.02,0.04,0.03,0.04,0.03,0.04,0.06,0.04,0.08,"*3%","*6%",0.04,0.05,0.04,0.05,0.04,0.1,0.03,0.05,"**%","*5%","*1%","*5%",0.02,0.04,0.02,0.04,0.03,0.04,0.04,0,0.05,0.02,0.04,0.04,0.03,0.03,0.04,0.01,0.04,0,0.04,0,0.04,0]
[null,null,null,"a","a","abc",null,"a",null,null,null,null,null,"abcd",null,"acegi",null,"acegi",null,"acegi",null,"acegi",null,"acegi",null,null,null,null,null,null,null,null,null,"bk",null,"bk",null,null,null,null,null,"e",null,null,null,"ace",null,"ac",null,"ac",null,"ac","a","ac"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 8"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"9","index":10,"n_rows":24,"n_cols":66,"rows_kept":24,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 9/ 1"]
[]
["A6D-1. Do you have any of the following in Double award science"]
[]
["Base: All who teach Double award science"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation","Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","*c","*d","a","b","a","b","*c","*d","*e","*f","a","b","c","d","*e","f","*g","*h","i","a","*b","c","*d","e","*f","g","*h","i","*j","k","l","*m","n","a","*b","c","*d","e","f","*a","b","c","d","e","f","*g","h","*i","j",null,"a","b","*c","*a","b","*a","b","*a","*b","*c","d","*e"]
["Total",99,38,36,19,6,39,60,32,42,4,15,3,3,99,69,30,74,25,74,25,3,96,85,14,85,14,94,5,97,2,95,4,39,60,29,70,96,3,98,1,40,59,2,97,53,46,30,69,6,93,2,97,99,49,45,5,25,74,13,86,7,3,1,86,2]
["Degree or postgraduate qualification (or equivalent)",83,30,30,18,5,31,52,25,35,4,14,2,3,83,58,25,63,20,63,20,3,80,71,12,72,11,78,5,81,2,80,3,33,50,24,59,80,3,82,1,34,49,2,81,47,36,28,55,6,77,2,81,83,42,36,5,23,60,9,74,4,3,0,74,2]
[null,0.84,0.79,0.83,0.95,0.83,0.79,0.87,0.78,0.83,1,0.93,0.67,1,0.84,0.84,0.83,0.85,0.8,0.85,0.8,1,0.83,0.84,0.86,0.85,0.79,0.83,1,0.84,1,0.84,0.75,0.85,0.83,0.83,0.84,0.83,1,0.84,1,0.85,0.83,1,0.84,0.89,0.78,0.93,0.8,1,0.83,1,0.84,0.84,0.86,0.8,1,0.92,0.81,0.69,0.86,0.56999999999999995,1,0,0.86,1]
["Experience working in related industry",21,6,8,7,0,7,14,7,7,0,7,0,0,21,14,7,16,5,16,5,0,21,16,5,16,5,20,1,21,0,20,1,8,13,3,18,20,1,21,0,8,13,2,19,12,9,8,13,0,21,0,21,21,10,10,1,9,12,3,18,1,2,0,18,0]
[null,0.21,0.16,0.22,0.37,0,0.18,0.23,0.22,0.17,0,0.47,0,0,0.21,0.2,0.23,0.22,0.2,0.22,0.2,0,0.22,0.19,0.36,0.19,0.36,0.21,0.2,0.22,0,0.21,0.25,0.21,0.22,0.1,0.26,0.21,0.33,0.21,0,0.2,0.22,1,0.2,0.23,0.2,0.27,0.19,0,0.23,0,0.22,0.21,0.2,0.22,0.2,0.36,0.16,0.23,0.21,0.14000000000000001,0.67,0,0.21,0]
["Qualification or training below degree level",22,13,8,1,0,10,12,9,12,1,0,0,0,22,17,5,15,7,16,6,1,21,18,4,19,3,21,1,22,0,21,1,11,11,9,13,22,0,22,0,11,11,1,21,10,12,5,17,1,21,0,22,22,10,12,0,4,18,2,20,1,0,0,20,1]
[null,0.22,"*34%",0.22,0.05,0,0.26,0.2,0.28000000000000003,0.28999999999999998,0.25,0,0,0,0.22,0.25,0.17,0.2,0.28000000000000003,0.22,0.24,0.33,0.22,0.21,0.28999999999999998,0.22,0.21,0.22,0.2,0.23,0,0.22,0.25,0.28000000000000003,0.18,0.31,0.19,0.23,0,0.22,0,0.28000000000000003,0.19,0.5,0.22,0.19,0.26,0.17,0.25,0.17,0.23,0,0.23,0.22,0.2,0.27,0,0.16,0.24,0.15,0.23,0.14000000000000001,0,0,0.23,0.5]
["None of the above",6,2,2,1,1,2,4,1,3,0,1,1,0,6,4,2,4,2,5,1,0,6,6,0,5,1,6,0,6,0,6,0,2,4,2,4,6,0,6,0,2,4,0,6,4,2,1,5,0,6,0,6,6,4,2,0,1,5,3,3,2,0,1,3,0]
[null,0.06,0.05,0.06,0.05,0.17,0.05,7.0000000000000007E-2,0.03,7.0000000000000007E-2,0,7.0000000000000007E-2,0.33,0,0.06,0.06,7.0000000000000007E-2,0.05,0.08,7.0000000000000007E-2,0.04,0,0.06,7.0000000000000007E-2,0,0.06,7.0000000000000007E-2,0.06,0,0.06,0,0.06,0,0.05,7.0000000000000007E-2,7.0000000000000007E-2,0.06,0.06,0,0.06,0,0.05,7.0000000000000007E-2,0,0.06,0.08,0.04,0.03,7.0000000000000007E-2,0,0.06,0,0.06,0.06,0.08,0.04,0,0.04,7.0000000000000007E-2,0.23,0.03,0.28999999999999998,0,1,0.03,0]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 9"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"10","index":11,"n_rows":28,"n_cols":68,"rows_kept":28,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 10/ 1"]
[]
["A6D-2. Do you have any of the following in Physics"]
[]
["Base: All who teach Physics"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"*a","b","c","*d","a","b","a","b","*c","*d","*e","*f","a","b","c","d","e","f","g","*h","i","a","b","c","d","e","f","g","*h","i","*j","k","l","m","n","a","*b","c","*d","e","f","*a","b","*c","d","*e","f","g","h","*i","j","a","*b","*c","a","b","*c","a","b","*a","b","*a","*b","*c","d","*e"]
["Total",150,26,54,50,20,92,58,47,33,29,21,16,4,102,48,150,50,100,40,110,14,136,87,63,97,53,118,32,139,11,145,5,109,41,109,41,126,24,147,3,114,36,10,140,20,130,13,137,94,56,25,125,146,2,2,89,58,3,67,83,13,131,7,1,3,131,2]
["Degree or postgraduate qualification (or equivalent)",116,19,40,39,18,73,43,36,23,22,17,15,3,73,43,116,34,82,24,92,10,106,62,54,68,48,88,28,106,10,112,4,93,23,93,23,96,20,113,3,98,18,9,107,7,109,6,110,94,22,19,97,112,2,2,69,44,3,51,65,9,103,6,0,2,103,1]
[null,0.77,0.73,0.74,0.78,0.9,0.79,0.74,0.77,0.7,0.76,0.81,0.94,0.75,"*72%","*90%",0.77,0.68,0.82,"*60%","*84%",0.71,0.78,"*71%","*86%","*70%","*91%",0.75,0.88,0.76,0.91,0.77,0.8,"*85%","*56%","*85%","*56%",0.76,0.83,0.77,1,"*86%","*50%",0.9,0.76,0.35,0.84,0.46,0.8,"*100%","*39%",0.76,0.78,0.77,1,1,0.78,0.76,1,0.76,0.78,0.69,0.79,0.86,0,0.67,0.79,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"adf","f",null,"f",null,"adf",null,"f",null,"acln",null,"acegiln","ln","ln","ln",null,"ln",null,"aceln",null,"aceln",null,"f",null,"f",null,"f",null,null,"h",null,"h",null,"h","bdfhj",null,null,"h"]
["Experience working in related industry",37,2,8,19,8,23,14,6,4,9,10,8,0,29,8,37,9,28,6,31,4,33,23,14,26,11,31,6,34,3,37,0,29,8,30,7,33,4,37,0,31,6,1,36,2,35,2,35,22,15,14,23,36,1,0,24,12,1,20,17,3,32,2,0,0,32,1]
[null,0.25,0.08,"*15%","*38%",0.4,0.25,0.24,"*13%",0.12,0.31,0.48,0.5,0,0.28000000000000003,0.17,0.25,0.18,0.28000000000000003,0.15,0.28000000000000003,0.28999999999999998,0.24,0.26,0.22,0.27,0.21,0.26,0.19,0.24,0.27,0.26,0,0.27,0.2,0.28000000000000003,0.17,0.26,0.17,0.25,0,0.27,0.17,0.1,0.26,0.1,0.27,0.15,0.26,0.23,0.27,0.56000000000000005,0.18,0.25,0.5,0,0.27,0.21,0.33,0.3,0.2,0.23,0.24,0.28999999999999998,0,0,0.24,0.5]
[null,null,null,null,"b"]
["Qualification or training below degree level",35,7,16,10,2,17,18,10,13,6,4,1,1,29,6,35,16,19,16,19,3,32,24,11,25,10,29,6,34,1,34,1,14,21,16,19,30,5,35,0,16,19,3,32,12,23,7,28,11,24,2,33,34,1,0,21,14,0,16,19,3,31,1,1,0,31,1]
[null,0.23,0.27,0.3,0.2,0.1,0.18,0.31,0.21,"*39%",0.21,0.19,0.06,0.25,"*28%","*13%",0.23,0.32,0.19,"*40%","*17%",0.21,0.24,0.28000000000000003,0.17,0.26,0.19,0.25,0.19,0.24,0.09,0.23,0.2,"*13%","*51%","*15%","*46%",0.24,0.21,0.24,0,"*14%","*53%",0.3,0.23,0.6,0.18,0.54,0.2,"*12%","*43%",0.08,0.26,0.23,0.5,0,0.24,0.24,0,0.24,0.23,0.23,0.24,0.14000000000000001,1,0,0.24,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"bg",null,"bcegi",null,null,null,"km",null,"km",null,"k",null,"k",null,"k",null,null,"abcdefgikm",null,"abcdefgikm",null,null,"e",null,null,"ace",null,"g",null,null,null,null,null,"bdfgj",null,"g"]
["None of the above",6,2,1,2,1,5,1,3,0,1,1,1,0,5,1,6,2,4,2,4,1,5,4,2,5,1,5,1,5,1,6,0,4,2,4,2,5,1,6,0,4,2,0,6,2,4,1,5,0,6,1,5,6,0,0,2,4,0,3,3,1,4,0,0,1,4,0]
[null,0.04,0.08,0.02,0.04,0.05,0.05,0.02,0.06,0,0.03,0.05,0.06,0,0.05,0.02,0.04,0.04,0.04,0.05,0.04,7.0000000000000007E-2,0.04,0.05,0.03,0.05,0.02,0.04,0.03,0.04,0.09,0.04,0,0.04,0.05,0.04,0.05,0.04,0.04,0.04,0,0.04,0.06,0,0.04,0.1,0.03,0.08,0.04,"*0%","*11%",0.04,0.04,0.04,0,0,0.02,7.0000000000000007E-2,0,0.04,0.04,0.08,0.03,0,0,0.33,0.03,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"g",null,null,null,null,null,"dg"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 10"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"11","index":12,"n_rows":28,"n_cols":67,"rows_kept":28,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 11/ 1"]
[]
["A6D-3. Do you have any of the following in Chemistry"]
[]
["Base: All who teach Chemistry"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"*a","b","c","*d","a","b","*a","b","*c","d","*e","*f","a","b","c","d","e","f","g","*h","i","a","b","c","d","e","*f","g","*h","i","*j","k","*l","m","*n","a","*b","c","*d","e","*f","*a","b","*c","d","e","*f","*g","h","*i","j","a","*b","a","b","*c","*a","b","*a","b","*a","*b","*c","d","*e"]
["Total",118,24,32,47,15,38,80,20,36,15,32,3,12,76,42,39,79,118,36,82,5,113,86,32,83,35,102,16,110,8,112,6,94,24,93,25,109,9,114,4,97,21,2,116,16,102,101,17,2,116,3,115,111,7,56,59,3,26,92,13,101,7,4,1,101,1]
["Degree or postgraduate qualification (or equivalent)",105,19,30,42,14,31,74,15,34,13,29,3,11,68,37,34,71,105,31,74,5,100,75,30,73,32,90,15,98,7,101,4,85,20,84,21,97,8,102,3,88,17,2,103,10,95,100,5,2,103,3,102,99,6,51,51,3,21,84,12,89,7,4,0,89,1]
[null,0.89,0.79,0.94,0.89,0.93,0.82,0.93,0.75,0.94,0.87,0.91,1,0.92,0.89,0.88,0.87,0.9,0.89,0.86,0.9,1,0.88,0.87,0.94,0.88,0.91,0.88,0.94,0.89,0.88,0.9,0.67,0.9,0.83,0.9,0.84,0.89,0.89,0.89,0.75,0.91,0.81,1,0.89,0.63,0.93,0.99,0.28999999999999998,1,0.89,1,0.89,0.89,0.86,0.91,0.86,1,0.81,0.91,0.92,0.88,1,1,0,0.88,1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdhj"]
["Experience working in related industry",46,9,7,25,5,13,33,6,10,7,18,0,5,26,20,17,29,46,14,32,3,43,33,13,35,11,39,7,43,3,45,1,40,6,37,9,43,3,46,0,40,6,0,46,2,44,44,2,1,45,2,44,43,3,22,23,1,12,34,6,39,3,2,1,39,0]
[null,0.39,0.38,"*22%","*53%",0.33,0.34,0.41,0.3,0.28000000000000003,0.47,"*56%",0,0.42,0.34,0.48,0.44,0.37,0.39,0.39,0.39,0.6,0.38,0.38,0.41,0.42,0.31,0.38,0.44,0.39,0.38,0.4,0.17,0.43,0.25,0.4,0.36,0.39,0.33,0.4,0,0.41,0.28999999999999998,0,0.4,0.13,0.43,0.44,0.12,0.5,0.39,0.67,0.38,0.39,0.43,0.39,0.39,0.33,0.46,0.37,0.46,0.39,0.43,0.5,1,0.39,0]
[null,null,null,null,"b",null,null,null,null,null,null,"b"]
["Qualification or training below degree level",18,4,4,8,2,11,7,6,2,5,3,0,2,13,5,9,9,18,8,10,2,16,15,3,14,4,17,1,18,0,17,1,12,6,12,6,17,1,18,0,12,6,0,18,6,12,9,9,0,18,0,18,18,0,9,8,1,5,13,1,16,1,0,0,16,0]
[null,0.15,0.17,0.13,0.17,0.13,"*29%","*9%",0.3,0.06,0.33,0.09,0,0.17,0.17,0.12,0.23,0.11,0.15,0.22,0.12,0.4,0.14000000000000001,0.17,0.09,0.17,0.11,0.17,0.06,0.16,0,0.15,0.17,0.13,0.25,0.13,0.24,0.16,0.11,0.16,0,0.12,0.28999999999999998,0,0.16,0.38,0.12,0.09,0.53,0,0.16,0,0.16,0.16,0,0.16,0.14000000000000001,0.33,0.19,0.14000000000000001,0.08,0.16,0.14000000000000001,0,0,0.16,0]
[null,null,null,null,null,null,"b"]
["None of the above",5,1,1,3,0,2,3,1,1,1,2,0,0,3,2,2,3,5,2,3,0,5,4,1,4,1,5,0,4,1,4,1,3,2,3,2,5,0,4,1,3,2,0,5,1,4,0,5,0,5,0,5,5,0,2,3,0,1,4,0,5,0,0,0,5,0]
[null,0.04,0.04,0.03,0.06,0,0.05,0.04,0.05,0.03,7.0000000000000007E-2,0.06,0,0,0.04,0.05,0.05,0.04,0.04,0.06,0.04,0,0.04,0.05,0.03,0.05,0.03,0.05,0,0.04,0.13,0.04,0.17,0.03,0.08,0.03,0.08,0.05,0,0.04,0.25,0.03,0.1,0,0.04,0.06,0.04,0,0.28999999999999998,0,0.04,0,0.04,0.05,0,0.04,0.05,0,0.04,0.04,0,0.05,0,0,0,0.05,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"e",null,"e",null,null,null,"e",null,"e"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 11"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"12","index":13,"n_rows":27,"n_cols":66,"rows_kept":27,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 12/ 1"]
[]
["A6D-4. Do you have any of the following in Biology"]
[]
["Base: All who teach Biology"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,"Nation",null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - No","England","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White"]
["Significance Level: 95%",null,"*a","b","c","*d","a","b","*a","b","*c","*d","*e","*f","a","b","c","d","e","f","g","*h","i","a","b","c","d","e","*f","g","*h","i","*j","k","*l","m","*n","a","*b","c","*d","e","*f","*a","b","c","*d","*e","f","*g","h","i","a","*b","*c","a","b","*c","a","b","*a","b","*a","*b","*c","d"]
["Total",116,28,42,35,11,37,79,22,48,12,23,3,8,65,51,31,85,34,82,116,3,113,68,48,78,38,96,20,101,15,105,11,94,22,90,26,102,14,109,7,95,21,1,115,105,11,11,105,2,114,116,110,1,5,65,49,2,37,79,10,104,5,2,3,104]
["Degree or postgraduate qualification (or equivalent)",110,25,41,33,11,37,73,22,44,12,21,3,8,62,48,29,81,33,77,110,3,107,64,46,74,36,90,20,96,14,99,11,90,20,87,23,96,14,103,7,91,19,1,109,105,5,11,99,2,108,110,104,1,5,62,46,2,35,75,8,100,3,2,3,100]
[null,0.95,0.89,0.98,0.94,1,1,0.92,1,0.92,1,0.91,1,1,0.95,0.94,0.94,0.95,0.97,0.94,0.95,1,0.95,0.94,0.96,0.95,0.95,0.94,1,0.95,0.93,0.94,1,0.96,0.91,0.97,0.88,0.94,1,0.94,1,0.96,0.9,1,0.95,1,0.45,1,0.94,1,0.95,0.95,0.95,1,1,0.95,0.94,1,0.95,0.95,0.8,0.96,0.6,1,1,0.96]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bfhi"]
["Experience working in related industry",33,8,10,12,3,11,22,8,10,3,9,0,3,13,20,10,23,9,24,33,1,32,19,14,23,10,27,6,29,4,30,3,29,4,26,7,28,5,30,3,29,4,0,33,29,4,3,30,0,33,33,32,0,1,15,17,1,7,26,0,33,0,0,0,33]
[null,0.28000000000000003,0.28999999999999998,0.24,0.34,0.27,0.3,0.28000000000000003,0.36,0.21,0.25,0.39,0,0.38,"*20%","*39%",0.32,0.27,0.26,0.28999999999999998,0.28000000000000003,0.33,0.28000000000000003,0.28000000000000003,0.28999999999999998,0.28999999999999998,0.26,0.28000000000000003,0.3,0.28999999999999998,0.27,0.28999999999999998,0.27,0.31,0.18,0.28999999999999998,0.27,0.27,0.36,0.28000000000000003,0.43,0.31,0.19,0,0.28999999999999998,0.28000000000000003,0.36,0.27,0.28999999999999998,0,0.28999999999999998,0.28000000000000003,0.28999999999999998,0,0.2,0.23,0.35,0.5,0.19,0.33,0,0.32,0,0,0,0.32]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Qualification or training below degree level",22,7,7,6,2,7,15,5,9,2,4,0,2,11,11,7,15,5,17,22,1,21,13,9,15,7,19,3,18,4,19,3,19,3,18,4,19,3,19,3,19,3,0,22,18,4,2,20,0,22,22,21,0,1,14,8,0,5,17,1,21,0,0,1,21]
[null,0.19,0.25,0.17,0.17,0.18,0.19,0.19,0.23,0.19,0.17,0.17,0,0.25,0.17,0.22,0.23,0.18,0.15,0.21,0.19,0.33,0.19,0.19,0.19,0.19,0.18,0.2,0.15,0.18,0.27,0.18,0.27,0.2,0.14000000000000001,0.2,0.15,0.19,0.21,0.17,0.43,0.2,0.14000000000000001,0,0.19,0.17,0.36,0.18,0.19,0,0.19,0.19,0.19,0,0.2,0.22,0.16,0,0.14000000000000001,0.22,0.1,0.2,0,0,0.33,0.2]
["None of the above",4,3,0,1,0,0,4,0,3,0,1,0,0,3,1,1,3,1,3,4,0,4,2,2,2,2,4,0,3,1,4,0,3,1,3,1,4,0,4,0,3,1,0,4,0,4,0,4,0,4,4,4,0,0,2,2,0,2,2,2,2,2,0,0,2]
[null,0.03,0.11,0,0.03,0,0,0.05,0,0.06,0,0.04,0,0,0.05,0.02,0.03,0.04,0.03,0.04,0.03,0,0.04,0.03,0.04,0.03,0.05,0.04,0,0.03,7.0000000000000007E-2,0.04,0,0.03,0.05,0.03,0.04,0.04,0,0.04,0,0.03,0.05,0,0.03,0,0.36,0,0.04,0,0.04,0.03,0.04,0,0,0.03,0.04,0,0.05,0.03,0.2,0.02,0.4,0,0,0.02]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"c"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i - a,b,c - a,b,c - a,b - a,b - a,b,c,d"]
["Page 12"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"13","index":14,"n_rows":27,"n_cols":66,"rows_kept":27,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 13/ 1"]
[]
["A6D-5. Do you have any of the following in Design and Technology"]
[]
["Base: All who teach Design and Technology"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - No","Biology - No","Chemistry - Yes","Chemistry - No","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White"]
["Significance Level: 95%",null,"*a","b","c","*d","a","b","a","*b","c","*d","*e","*f","*a","b","*c","d","*e","f","*g","h","*i","j","a","*b","c","*d","e","*f","g","*h","i","*j","k","l","m","n","a","*b","c","*d","e","f","a","b","*c","d","e","*f","g","a","*b","*c","*d","a","b","*c","a","b","*a","b","*a","*b","*c","d"]
["Total",147,26,45,57,19,86,61,45,26,32,25,9,10,3,144,3,144,3,144,3,144,3,144,124,23,134,13,136,11,140,7,137,10,83,64,79,68,144,3,142,5,86,61,147,147,1,146,147,29,118,132,1,4,10,57,88,2,57,90,9,130,3,3,3,130]
["Degree or postgraduate qualification (or equivalent)",134,25,39,54,16,79,55,42,22,30,24,7,9,3,131,3,131,3,131,3,131,3,131,112,22,123,11,126,8,129,5,126,8,79,55,75,59,131,3,131,3,82,52,134,134,1,133,134,25,109,119,1,4,10,53,80,1,50,84,7,119,3,2,2,119]
[null,0.91,0.96,0.87,0.95,0.84,0.92,0.9,0.93,0.85,0.94,0.96,0.78,0.9,1,0.91,1,0.91,1,0.91,1,0.91,1,0.91,0.9,0.96,0.92,0.85,0.93,0.73,0.92,0.71,0.92,0.8,0.95,0.86,0.95,0.87,0.91,1,0.92,0.6,"*95%","*85%",0.91,0.91,1,0.91,0.91,0.86,0.92,0.9,1,1,1,0.93,0.91,0.5,0.88,0.93,0.78,0.92,1,0.67,0.67,0.92]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"f"]
["Experience working in related industry",60,7,20,24,9,41,19,20,7,14,10,7,2,0,60,0,60,0,60,0,60,0,60,52,8,54,6,55,5,57,3,56,4,37,23,34,26,60,0,58,2,37,23,60,60,1,59,60,17,43,59,0,0,1,25,35,0,16,44,4,52,0,2,2,52]
[null,0.41,0.27,0.44,0.42,0.47,"*48%","*31%",0.44,0.27,0.44,0.4,0.78,0.2,0,0.42,0,0.42,0,0.42,0,0.42,0,0.42,0.42,0.35,0.4,0.46,0.4,0.45,0.41,0.43,0.41,0.4,0.45,0.36,0.43,0.38,0.42,0,0.41,0.4,0.43,0.38,0.41,0.41,1,0.4,0.41,0.59,0.36,0.45,0,0,0.1,0.44,0.4,0,"*28%","*49%",0.44,0.4,0,0.67,0.67,0.4]
[null,null,null,null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Qualification or training below degree level",26,6,8,9,3,15,11,8,6,4,5,3,0,0,26,0,26,0,26,0,26,0,26,21,5,24,2,24,2,25,1,25,1,14,12,13,13,26,0,25,1,14,12,26,26,1,25,26,6,20,25,0,0,1,11,14,1,13,13,2,23,1,1,0,23]
[null,0.18,0.23,0.18,0.16,0.16,0.17,0.18,0.18,0.23,0.13,0.2,0.33,0,0,0.18,0,0.18,0,0.18,0,0.18,0,0.18,0.17,0.22,0.18,0.15,0.18,0.18,0.18,0.14000000000000001,0.18,0.1,0.17,0.19,0.16,0.19,0.18,0,0.18,0.2,0.16,0.2,0.18,0.18,1,0.17,0.18,0.21,0.17,0.19,0,0,0.1,0.19,0.16,0.5,0.23,0.14000000000000001,0.22,0.18,0.33,0.33,0,0.18]
["None of the above",4,0,2,1,1,2,2,1,1,1,0,0,1,0,4,0,4,0,4,0,4,0,4,4,0,4,0,4,0,4,0,4,0,1,3,1,3,4,0,4,0,1,3,4,4,0,4,4,1,3,4,0,0,0,0,4,0,4,0,1,3,0,0,1,3]
[null,0.03,0,0.04,0.02,0.05,0.02,0.03,0.02,0.04,0.03,0,0,0.1,0,0.03,0,0.03,0,0.03,0,0.03,0,0.03,0.03,0,0.03,0,0.03,0,0.03,0,0.03,0,0.01,0.05,0.01,0.04,0.03,0,0.03,0,0.01,0.05,0.03,0.03,0,0.03,0.03,0.03,0.03,0.03,0,0,0,0,0.05,0,"*7%","*0%",0.11,0.02,0,0,0.33,0.02]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d"]
["Page 13"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"14","index":15,"n_rows":28,"n_cols":69,"rows_kept":28,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 14/ 1"]
[]
["A6D-6. Do you have any of the following in Maths"]
[]
["Base: All who teach Maths"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","f","*a","b","*c","d","*e","f","*g","h","i","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","*d","e","f","a","b","*c","d","*e","f","*g","h","i","j","a","*b","*c","*d","a","b","*c","a","b","a","b","*a","*b","*c","d","*e"]
["Total",331,78,90,101,62,142,189,74,94,40,61,28,34,7,324,9,322,5,326,7,324,331,233,98,238,93,259,72,281,50,301,30,199,132,170,161,289,42,313,18,206,125,259,72,10,321,9,322,15,316,32,299,300,3,10,18,68,250,13,47,284,49,274,29,9,7,274,4]
["Degree or postgraduate qualification (or equivalent)",274,61,69,89,55,114,160,51,79,38,51,25,30,6,268,7,267,4,270,4,270,274,187,87,188,86,211,63,232,42,248,26,174,100,152,122,234,40,258,16,179,95,246,28,3,271,4,270,12,262,21,253,244,3,10,17,57,208,9,38,236,35,234,20,8,5,234,2]
[null,0.83,0.78,0.77,0.88,0.89,0.8,0.85,"*69%",0.84,"*95%",0.84,0.89,0.88,0.86,0.83,0.78,0.83,0.8,0.83,0.56999999999999995,0.83,0.83,0.8,0.89,"*79%","*92%",0.81,0.88,0.83,0.84,0.82,0.87,"*87%","*76%","*89%","*76%","*81%","*95%",0.82,0.89,"*87%","*76%","*95%","*39%",0.3,0.84,0.44,0.84,0.8,0.83,"*66%","*85%","*81%",1,1,0.94,0.84,0.83,0.69,0.81,0.83,"*71%","*85%",0.69,0.89,0.71,"*85%",0.5]
[null,null,null,null,"b",null,null,null,null,"a","a",null,null,"a",null,null,null,null,null,null,null,null,null,null,"cln",null,"acegiln",null,"ln",null,null,null,null,"acln",null,"acegiln",null,null,"acf",null,null,"f",null,"bdfhij",null,null,"bi",null,"bi",null,"bi","b","bi",null,null,null,null,null,null,null,null,null,null,"a"]
["Experience working in related industry",62,8,17,22,15,21,41,4,21,9,13,8,7,4,58,5,57,2,60,2,60,62,40,22,44,18,49,13,53,9,54,8,41,21,37,25,54,8,57,5,42,20,43,19,1,61,0,62,2,60,14,48,53,0,2,7,13,46,3,14,48,6,54,6,0,0,54,0]
[null,0.19,"*10%",0.19,0.22,0.24,0.15,0.22,"*5%",0.22,0.23,0.21,0.28999999999999998,0.21,0.56999999999999995,0.18,0.56000000000000005,0.18,0.4,0.18,0.28999999999999998,0.19,0.19,0.17,0.22,0.18,0.19,0.19,0.18,0.19,0.18,0.18,0.27,0.21,0.16,0.22,0.16,0.19,0.19,0.18,0.28000000000000003,0.2,0.16,0.17,0.26,0.1,0.19,0,0.19,0.13,0.19,"*44%","*16%",0.18,0,0.2,0.39,0.19,0.18,0.23,"*30%","*17%",0.12,0.2,0.21,0,0,0.2,0]
[null,null,null,null,"a","a",null,null,null,"a","a","a",null,"a",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"j",null,null,null,null,null,null,"adfhj",null,null,null,null,null,null,null,null,"b"]
["Qualification or training below degree level",71,21,21,22,7,34,37,25,17,6,16,3,4,3,68,4,67,3,68,5,66,71,55,16,60,11,60,11,58,13,69,2,29,42,24,47,65,6,69,2,31,40,35,36,7,64,5,66,4,67,6,65,69,0,0,2,14,51,6,11,60,11,57,7,1,2,57,1]
[null,0.21,0.27,0.23,0.22,"*11%",0.24,0.2,"*34%",0.18,0.15,0.26,0.11,0.12,0.43,0.21,0.44,0.21,0.6,0.21,0.71,0.2,0.21,0.24,0.16,"*25%","*12%",0.23,0.15,0.21,0.26,"*23%","*7%","*15%","*32%","*14%","*29%",0.22,0.14000000000000001,0.22,0.11,"*15%","*32%","*14%","*50%",0.7,0.2,0.56000000000000005,0.2,0.27,0.21,0.19,0.22,"*23%",0,0,0.11,0.21,0.2,0.46,0.23,0.21,0.22,0.21,0.24,0.11,0.28999999999999998,0.21,0.25]
[null,null,"d",null,null,null,null,null,"bcf",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"djkm",null,"djkm",null,"djkm",null,null,"djm","djkm",null,null,"bdfgjkm",null,"bdfgjkm","e",null,"e",null,null,"abce",null,"adfhij",null,"a",null,"a",null,"a",null,"a"]
["None of the above",8,1,6,0,1,4,4,4,3,0,0,0,1,0,8,0,8,0,8,0,8,8,7,1,7,1,6,2,7,1,7,1,5,3,3,5,8,0,8,0,5,3,1,7,1,7,1,7,0,8,5,3,8,0,0,0,2,6,0,1,7,2,6,1,0,0,6,1]
[null,0.02,0.01,"*7%",0,0.02,0.03,0.02,0.05,0.03,0,0,0,0.03,0,0.02,0,0.02,0,0.02,0,0.02,0.02,0.03,0.01,0.03,0.01,0.02,0.03,0.02,0.02,0.02,0.03,0.03,0.02,0.02,0.03,0.03,0,0.03,0,0.02,0.02,"**%","*10%",0.1,0.02,0.11,0.02,0,0.03,"*16%","*1%",0.03,0,0,0,0.03,0.02,0,0.02,0.02,0.04,0.02,0.03,0,0,0.02,0.25]
[null,null,null,"c",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"adfhj",null,null,null,null,null,"a","adfhj"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 14"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"15","index":16,"n_rows":24,"n_cols":57,"rows_kept":24,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 15/ 1"]
[]
["A6D-7. Do you have any of the following in Engineering"]
[]
["Base: All who teach Engineering"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,"Degree(s) held",null,null,null,null,null,null,"Nation",null,"Attended STEM careers activity in last 12 months",null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 17-19 - Yes","Age 17-19 - No","Maths - No","Biology - No","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Wales","Yes","No","Yes","No/Don't know","BAME","White","Asian or Asian British","White"]
["Significance Level: 95%",null,"*a","*b","*c","*d","*a","*b","*a","*b","*c","*d","*e","*a","*b","*c","*d","*e","*f","*g","*h","*i","*a","*b","*c","*d","*e","*f","*g","*h","*i","*j","*k","*l","*m","*a","*b","*c","*d","*e","*a","*b","*c","*d","*e","*f","*g","*a","*b","*a","*b","*a","*b","*a","*b","*a","*b"]
["Total",21,2,6,10,3,16,5,6,2,7,3,3,21,2,19,1,20,1,20,2,19,19,2,19,2,20,1,20,1,21,10,11,10,11,20,1,21,10,11,21,21,21,1,20,11,10,20,1,12,9,14,7,1,18,1,18]
["Degree or postgraduate qualification (or equivalent)",11,1,1,6,3,9,2,2,0,4,2,3,11,2,9,1,10,1,10,2,9,11,0,11,0,11,0,10,1,11,5,6,5,6,11,0,11,5,6,11,11,11,1,10,9,2,11,0,6,5,7,4,0,10,0,10]
[null,0.52,0.5,0.17,0.6,1,0.56000000000000005,0.4,0.33,0,0.56999999999999995,0.67,1,0.52,1,0.47,1,0.5,1,0.5,1,0.47,0.57999999999999996,0,0.57999999999999996,0,0.55000000000000004,0,0.5,1,0.52,0.5,0.55000000000000004,0.5,0.55000000000000004,0.55000000000000004,0,0.52,0.5,0.55000000000000004,0.52,0.52,0.52,1,0.5,0.82,0.2,0.55000000000000004,0,0.5,0.56000000000000005,0.5,0.56999999999999995,0,0.56000000000000005,0,0.56000000000000005]
["Experience working in related industry",13,1,3,6,3,10,3,3,1,4,2,3,13,2,11,1,12,1,12,2,11,12,1,12,1,12,1,12,1,13,6,7,6,7,12,1,13,6,7,13,13,13,1,12,8,5,12,1,8,5,8,5,0,11,0,11]
[null,0.62,0.5,0.5,0.6,1,0.63,0.6,0.5,0.5,0.56999999999999995,0.67,1,0.62,1,0.57999999999999996,1,0.6,1,0.6,1,0.57999999999999996,0.63,0.5,0.63,0.5,0.6,1,0.6,1,0.62,0.6,0.64,0.6,0.64,0.6,1,0.62,0.6,0.64,0.62,0.62,0.62,1,0.6,0.73,0.5,0.6,1,0.67,0.56000000000000005,0.56999999999999995,0.71,0,0.61,0,0.61]
["Qualification or training below degree level",9,2,2,3,2,8,1,3,1,3,0,2,9,0,9,0,9,0,9,1,8,8,1,8,1,8,1,9,0,9,4,5,4,5,8,1,9,4,5,9,9,9,0,9,5,4,9,0,6,3,6,3,1,7,1,7]
[null,0.43,1,0.33,0.3,0.67,0.5,0.2,0.5,0.5,0.43,0,0.67,0.43,0,0.47,0,0.45,0,0.45,0.5,0.42,0.42,0.5,0.42,0.5,0.4,1,0.45,0,0.43,0.4,0.45,0.4,0.45,0.4,1,0.43,0.4,0.45,0.43,0.43,0.43,0,0.45,0.45,0.4,0.45,0,0.5,0.33,0.43,0.43,1,0.39,1,0.39]
["None of the above",4,0,1,3,0,2,2,0,1,2,1,0,4,0,4,0,4,0,4,0,4,3,1,3,1,4,0,4,0,4,1,3,1,3,4,0,4,1,3,4,4,4,0,4,1,3,4,0,1,3,3,1,0,4,0,4]
[null,0.19,0,0.17,0.3,0,0.13,0.4,0,0.5,0.28999999999999998,0.33,0,0.19,0,0.21,0,0.2,0,0.2,0,0.21,0.16,0.5,0.16,0.5,0.2,0,0.2,0,0.19,0.1,0.27,0.1,0.27,0.2,0,0.19,0.1,0.27,0.19,0.19,0.19,0,0.2,0.09,0.3,0.2,0,0.08,0.33,0.21,0.14000000000000001,0,0.22,0,0.22]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e - a,b,c,d,e,f,g,h,i - a,b,c,d,e,f,g,h,i,j,k,l,m - a,b,c,d,e - a,b,c,d,e,f,g - a,b - a,b - a,b - a,b - a,b"]
["Page 15"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"16","index":17,"n_rows":24,"n_cols":66,"rows_kept":24,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 16/ 1"]
[]
["A6D-8. Do you have any of the following in Other"]
[]
["Base: All who teach Other"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Black or Black British","White"]
["Significance Level: 95%",null,"*a","*b","*c","*d","*a","*b","*a","*b","*c","*d","*e","*f","*a","b","*c","d","*e","f","*g","h","*i","j","a","*b","c","*d","e","*f","g","*h","i","*j","*k","*l","*m","*n","a","*b","c","*d","*e","*f","*a","b","*c","d","*e","f","*g","h","*i","j","a","*b","*c","*a","*b","*c","*a","b","*a","b","*a","b"]
["Total",41,2,13,13,13,12,29,4,11,5,8,3,10,5,36,4,37,3,38,4,37,3,38,34,7,33,8,36,5,35,6,35,6,19,22,22,19,36,5,37,4,23,18,1,40,2,39,3,38,3,38,3,38,39,1,1,15,25,1,8,33,1,39,1,39]
["Degree or postgraduate qualification (or equivalent)",26,1,8,9,8,7,19,2,7,2,7,3,5,3,23,1,25,1,25,1,25,1,25,21,5,20,6,22,4,21,5,22,4,14,12,16,10,22,4,23,3,17,9,1,25,0,26,2,24,2,24,1,25,24,1,1,8,17,1,4,22,1,24,1,24]
[null,0.63,0.5,0.62,0.69,0.62,0.57999999999999996,0.66,0.5,0.64,0.4,0.88,1,0.5,0.6,0.64,0.25,0.68,0.33,0.66,0.25,0.68,0.33,0.66,0.62,0.71,0.61,0.75,0.61,0.8,0.6,0.83,0.63,0.67,0.74,0.55000000000000004,0.73,0.53,0.61,0.8,0.62,0.75,0.74,0.5,1,0.63,0,0.67,0.67,0.63,0.67,0.63,0.33,0.66,0.62,1,1,0.53,0.68,1,0.5,0.67,1,0.62,1,0.62]
["Experience working in related industry",16,0,7,6,3,4,12,2,5,1,5,1,2,1,15,1,15,2,14,2,14,1,15,11,5,11,5,13,3,14,2,14,2,7,9,9,7,13,3,14,2,9,7,1,15,1,15,1,15,0,16,1,15,16,0,0,6,9,1,4,12,1,14,1,14]
[null,0.39,0,0.54,0.46,0.23,0.33,0.41,0.5,0.45,0.2,0.63,0.33,0.2,0.2,0.42,0.25,0.41,0.67,0.37,0.5,0.38,0.33,0.39,0.32,0.71,0.33,0.63,0.36,0.6,0.4,0.33,0.4,0.33,0.37,0.41,0.41,0.37,0.36,0.6,0.38,0.5,0.39,0.39,1,0.38,0.5,0.38,0.33,0.39,0,0.42,0.33,0.39,0.41,0,0,0.4,0.36,1,0.5,0.36,1,0.36,1,0.36]
["Qualification or training below degree level",9,0,4,2,3,3,6,2,2,1,1,0,3,2,7,2,7,2,7,3,6,2,7,7,2,7,2,8,1,8,1,7,2,5,4,6,3,8,1,8,1,6,3,0,9,1,8,0,9,1,8,1,8,9,0,0,4,5,0,2,7,0,9,0,9]
[null,0.22,0,0.31,0.15,0.23,0.25,0.21,0.5,0.18,0.2,0.13,0,0.3,0.4,0.19,0.5,0.19,0.67,0.18,0.75,0.16,0.67,0.18,0.21,0.28999999999999998,0.21,0.25,0.22,0.2,0.23,0.17,0.2,0.33,0.26,0.18,0.27,0.16,0.22,0.2,0.22,0.25,0.26,0.17,0,0.23,0.5,0.21,0,0.24,0.33,0.21,0.33,0.21,0.23,0,0,0.27,0.2,0,0.25,0.21,0,0.23,0,0.23]
["None of the above",9,1,2,3,3,4,5,1,2,3,0,0,3,0,9,1,8,0,9,0,9,0,9,8,1,8,1,8,1,8,1,8,1,4,5,4,5,8,1,8,1,4,5,0,9,1,8,1,8,1,8,1,8,9,0,0,4,5,0,2,7,0,9,0,9]
[null,0.22,0.5,0.15,0.23,0.23,0.33,0.17,0.25,0.18,0.6,0,0,0.3,0,0.25,0.25,0.22,0,0.24,0,0.24,0,0.24,0.24,0.14000000000000001,0.24,0.13,0.22,0.2,0.23,0.17,0.23,0.17,0.21,0.23,0.18,0.26,0.22,0.2,0.22,0.25,0.17,0.28000000000000003,0,0.23,0.5,0.21,0.33,0.21,0.33,0.21,0.33,0.21,0.23,0,0,0.27,0.2,0,0.25,0.21,0,0.23,0,0.23]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c - a,b,c - a,b - a,b - a,b"]
["Page 16"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"17","index":18,"n_rows":28,"n_cols":6,"rows_kept":28,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 17/ 1"]
[]
["A6D. Do you have any of the following in ..."]
[]
["Base: All who teach ..."]
[null,"Total","Degree or postgraduate qualification (or equivalent)","Experience working in related industry","Qualification or training below degree level","None of the above"]
["Double award science",99,83,21,22,6]
[null,null,0.84,0.21,0.22,0.06]
["Physics",150,116,37,35,6]
[null,null,0.77,0.25,0.23,0.04]
["Chemistry",118,105,46,18,5]
[null,null,0.89,0.39,0.15,0.04]
["Biology",116,110,33,22,4]
[null,null,0.95,0.28000000000000003,0.19,0.03]
["Design and Technology",147,134,60,26,4]
[null,null,0.91,0.41,0.18,0.03]
["Maths",331,274,62,71,8]
[null,null,0.83,0.19,0.21,0.02]
["Engineering",21,11,13,9,4]
[null,null,0.52,0.62,0.43,0.19]
["Other",41,26,16,9,9]
[null,null,0.63,0.39,0.22,0.22]
["Page 17"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"18","index":19,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 18/ 1"]
[]
["A6e-1 To the best of your knowledge, how many of the teachers at your school are subject specialists (i.e. have a degree, training, and/or work experience) in the subject they teach?  Physics"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Almost none",89,24,31,23,11,36,53,24,31,8,15,4,7,58,31,53,36,48,41,49,40,24,65,72,17,71,18,79,10,82,7,84,5,27,62,24,65,82,7,88,1,30,59,16,73,36,53,20,69,9,80,5,84,88,1,0,0,45,44,0,23,66,6,80,4,1,0,80,1]
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["2 - A few",106,28,39,28,11,46,60,32,35,8,20,6,5,54,52,50,56,41,65,42,64,39,67,85,21,86,20,93,13,96,10,101,5,59,47,58,48,98,8,103,3,62,44,24,82,25,81,17,89,15,91,14,92,106,0,0,0,43,61,2,29,77,15,88,7,3,2,88,3]
[null,0.1,0.13,0.12,0.08,7.0000000000000007E-2,0.1,0.11,0.13,0.12,"*6%",0.11,0.09,0.06,"*15%","*8%","*16%","*8%","*14%","*9%","*15%","*9%",0.11,0.1,"*12%","*7%",0.11,0.08,0.11,0.08,0.1,0.1,0.11,7.0000000000000007E-2,0.09,0.13,0.1,0.11,0.11,0.08,0.1,7.0000000000000007E-2,0.09,0.13,0.09,0.11,0.12,0.1,0.1,0.1,0.12,0.1,0.13,0.1,"*11%",0,0,"*0%",0.1,0.1,7.0000000000000007E-2,0.1,0.1,0.14000000000000001,0.1,0.12,0.13,0.11,0.1,0.33]
[null,null,null,null,null,null,null,null,"c","c",null,null,null,null,"bdfhj",null,"bdfhij",null,"bdfh",null,"bdfhj",null,null,null,"b",null,null,null,null,null,null,null,null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d"]
["3 - Some",73,22,19,22,10,36,37,22,19,9,13,5,5,33,40,26,47,26,47,24,49,27,46,58,15,57,16,56,17,70,3,70,3,35,38,33,40,64,9,72,1,37,36,19,54,17,56,13,60,8,65,5,68,73,0,0,0,25,44,4,15,58,9,62,4,2,3,62,0]
[null,7.0000000000000007E-2,0.1,0.06,7.0000000000000007E-2,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.09,7.0000000000000007E-2,0.06,7.0000000000000007E-2,7.0000000000000007E-2,0.06,0.09,0.06,0.08,7.0000000000000007E-2,0.09,0.06,0.09,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.08,0.05,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.1,0.08,0.03,7.0000000000000007E-2,0.04,"*5%","*10%","*5%","*10%",7.0000000000000007E-2,0.09,7.0000000000000007E-2,0.02,"*6%","*10%",7.0000000000000007E-2,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.08,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.05,7.0000000000000007E-2,"*8%",0,0,0,0.06,0.08,0.14000000000000001,0.05,0.08,0.08,7.0000000000000007E-2,7.0000000000000007E-2,0.09,0.17,7.0000000000000007E-2,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bhkm",null,null,null,null,null,"behkm",null,"bhkm",null,null,null,null,null,"e"]
["4 - Most",167,34,49,61,23,76,91,40,43,27,34,9,14,53,114,45,122,41,126,39,128,56,111,126,41,130,37,138,29,146,21,156,11,105,62,93,74,150,17,160,7,108,59,42,125,34,133,21,146,16,151,16,151,163,1,3,0,56,106,5,44,123,20,140,12,5,3,140,0]
[null,0.16,0.15,0.15,0.18,0.15,0.16,0.16,0.16,0.15,0.19,0.18,0.13,0.17,0.15,0.17,0.15,0.17,0.14000000000000001,0.17,0.14000000000000001,0.17,0.15,0.17,0.17,0.14000000000000001,0.17,0.14000000000000001,0.16,0.18,0.16,0.21,0.16,0.15,0.16,0.16,0.15,0.18,0.16,0.17,0.16,0.17,0.16,0.17,0.15,0.17,0.17,0.16,0.13,0.17,0.13,0.17,0.15,0.16,"*17%",0.25,0.16,"*0%",0.14000000000000001,0.18,0.17,0.16,0.17,0.18,0.16,0.2,0.22,0.17,0.16,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d"]
["5 - All or nearly all",492,90,144,171,87,226,266,107,127,79,92,40,47,158,334,132,360,132,360,125,367,160,332,311,181,338,154,407,85,435,57,453,39,376,116,365,127,433,59,462,30,389,103,129,363,90,402,95,397,74,418,52,440,436,2,15,39,219,258,15,157,335,44,434,23,9,8,434,4]
[null,0.48,"*40%",0.45,0.52,"*58%",0.49,0.47,0.43,0.43,0.55000000000000004,0.49,0.59,0.57999999999999996,0.44,0.5,"*43%","*50%",0.46,0.49,0.44,0.49,"*44%","*50%","*42%","*63%","*44%","*60%",0.47,0.52,0.47,0.56999999999999995,0.48,0.54,"*58%","*31%","*61%","*30%","*47%","*58%","*47%","*71%","*58%","*29%",0.47,0.49,0.44,0.49,"*57%","*46%","*60%","*46%",0.5,0.48,"*46%",0.5,0.79,"*91%","*53%","*44%",0.52,"*56%","*45%",0.4,0.49,0.39,0.39,0.44,0.49,0.44]
[null,null,null,null,"a","ab",null,null,null,null,"ab",null,"ab","ab",null,"c",null,"ci",null,null,null,null,null,"ci","ln","acefgiln","ln","acegiln","aln","aln","aln","acln","aln","ln","acegiln",null,"acegiln",null,"f","acf","f","acf","acf",null,null,null,null,null,"acfhj",null,"abcdfhj",null,null,null,null,null,null,"a","b",null,null,"b"]
["I don’t know / subject not taught",96,26,36,27,7,42,54,25,37,13,14,4,3,1,95,1,95,0,96,2,94,58,38,84,12,85,11,88,8,94,2,87,9,45,51,29,67,95,1,96,0,45,51,45,51,4,92,2,94,1,95,13,83,91,0,1,4,23,70,3,13,83,15,79,9,3,2,79,1]
[null,0.09,0.12,0.11,0.08,"*5%",0.09,0.1,0.1,"*13%",0.09,7.0000000000000007E-2,0.06,0.04,"**%","*14%","**%","*13%","*0%","*13%","*1%","*13%","*16%","*6%","*11%","*4%","*11%","*4%","*10%","*5%","*10%","*2%",0.09,0.13,"*7%","*14%","*5%","*16%","*10%","*1%","*10%","*0%","*7%","*14%","*16%","*7%","*2%","*11%","*1%","*11%","*1%","*11%",0.12,0.09,0.1,0,0.05,0.09,"*6%","*12%",0.1,"*5%","*11%",0.14000000000000001,0.09,0.15,0.13,0.11,0.09,0.11]
[null,null,"d","d",null,null,null,null,null,"f",null,null,null,null,null,"acegj",null,"acegj",null,"acegj",null,"acegj","acegj","aceg","bdfhkm",null,"bdfhkm",null,"bdfhkm",null,"bdfhkm",null,"bdhm","bdfhm",null,"bdfhikm",null,"abcdefghikm","bde",null,"bde",null,"b","abcde","bcdefghj","ceg",null,"bceg",null,"bceg",null,"bceg","bceg","ceg",null,null,null,null,null,"a",null,null,"a"]
["AT LEAST SOME",732,146,212,254,120,338,394,169,189,115,139,54,66,244,488,203,529,199,533,188,544,243,489,495,237,525,207,601,131,651,81,679,53,516,216,491,241,647,85,694,38,534,198,190,542,141,591,129,603,98,634,73,659,672,3,18,39,300,408,24,216,516,73,636,39,16,14,636,4]
[null,0.72,"*65%","*67%","*77%","*81%",0.73,0.7,0.68,"*65%","*80%",0.74,0.79,"*81%",0.68,0.73,"*66%","*74%",0.69,0.73,"*67%","*73%","*67%","*74%","*67%","*83%","*68%","*81%","*70%","*81%","*71%","*81%",0.71,0.74,"*80%","*57%","*82%","*57%","*70%","*84%","*71%","*90%","*80%","*56%",0.69,0.72,0.68,0.72,0.77,0.71,"*80%","*70%",0.7,0.72,"*70%",0.75,0.95,"*91%",0.73,0.7,0.83,"*77%","*70%",0.67,0.72,0.66,0.7,0.78,0.72,0.44]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 18"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"19","index":20,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 19/ 1"]
[]
["A6e-2 To the best of your knowledge, how many of the teachers at your school are subject specialists (i.e. have a degree, training, and/or work experience) in the subject they teach?  Chemistry"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Almost none",33,6,10,13,4,16,17,9,7,5,8,2,2,18,15,15,18,13,20,10,23,13,20,26,7,23,10,28,5,30,3,33,0,17,16,16,17,29,4,33,0,18,15,9,24,6,27,4,29,6,27,4,29,32,1,0,0,16,17,0,6,27,1,30,0,1,0,30,0]
[null,0.03,0.03,0.03,0.04,0.03,0.03,0.03,0.04,0.02,0.03,0.04,0.03,0.02,"*5%","*2%","*5%","*3%",0.05,0.03,0.04,0.03,0.04,0.03,0.04,0.02,0.03,0.04,0.03,0.03,0.03,0.03,0.03,0,0.03,0.04,0.03,0.04,0.03,0.04,0.03,0,0.03,0.04,0.03,0.03,0.03,0.03,0.02,0.03,0.05,0.03,0.04,0.03,0.03,0.25,0,0,0.04,0.03,0,0.02,0.04,0.01,0.03,0,0.04,0,0.03,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdf",null,"bd"]
["2 - A few",98,30,37,22,9,38,60,26,41,8,14,4,5,50,48,54,44,44,54,48,50,34,64,80,18,82,16,88,10,92,6,92,6,39,59,39,59,92,6,95,3,41,57,23,75,31,67,16,82,11,87,9,89,98,0,0,0,42,56,0,25,73,17,79,9,4,0,79,4]
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["3 - Some",100,26,30,32,12,49,51,32,24,10,22,7,5,46,54,37,63,40,60,35,65,40,60,80,20,82,18,84,16,90,10,95,5,38,62,36,64,91,9,98,2,41,59,24,76,27,73,15,85,11,89,9,91,100,0,0,0,43,53,4,22,78,8,88,5,1,2,88,0]
[null,0.1,0.12,0.09,0.1,0.08,0.11,0.09,0.13,0.08,7.0000000000000007E-2,0.12,0.1,0.06,"*13%","*8%",0.12,0.09,"*14%","*8%",0.12,0.09,0.11,0.09,0.11,7.0000000000000007E-2,0.11,7.0000000000000007E-2,0.1,0.1,0.1,0.1,0.1,7.0000000000000007E-2,"*6%","*16%","*6%","*15%",0.1,0.09,0.1,0.05,"*6%","*17%",0.09,0.1,0.13,0.09,0.09,0.1,0.09,0.1,0.09,0.1,"*10%",0,0,"*0%",0.1,0.09,0.14000000000000001,0.08,0.11,7.0000000000000007E-2,0.1,0.08,0.04,0.11,0.1,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdfh",null,"bf",null,"bdfhj",null,"bf",null,null,null,"km",null,"km",null,"km",null,"km",null,"km",null,null,"abcdefgijkm",null,"abcdegikm","e",null,"e",null,null,"acde",null,null,null,null,null,null,null,null,null,null,"d"]
["4 - Most",164,48,41,52,23,73,91,38,51,24,28,11,12,57,107,44,120,38,126,43,121,55,109,131,33,130,34,146,18,146,18,153,11,96,68,86,78,151,13,157,7,99,65,38,126,30,134,18,146,12,152,16,148,161,0,3,0,57,103,4,42,122,19,140,11,3,5,140,0]
[null,0.16,"*21%",0.13,0.16,0.15,0.16,0.16,0.15,0.17,0.17,0.15,0.16,0.15,0.16,0.16,0.14000000000000001,0.17,0.13,0.17,0.15,0.16,0.15,0.17,"*18%","*11%",0.17,0.13,0.17,0.11,0.16,0.18,0.16,0.15,0.15,0.18,0.14000000000000001,0.19,0.16,0.13,0.16,0.17,0.15,0.18,0.14000000000000001,0.17,0.15,0.16,"*11%","*17%","*10%","*17%",0.15,0.16,"*17%",0,0.16,"*0%",0.14000000000000001,0.18,0.14000000000000001,0.15,0.16,0.17,0.16,0.19,0.13,0.28000000000000003,0.16,0]
[null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bf",null,"b",null,"b",null,null,null,null,null,null,"bf",null,"bf",null,null,null,null,null,null,null,"eg",null,null,null,"eg",null,"eg",null,null,"d"]
["5 - All or nearly all",524,86,162,185,91,240,284,119,129,83,102,38,53,184,340,152,372,153,371,143,381,160,364,333,191,361,163,422,102,465,59,483,41,406,118,389,135,458,66,494,30,420,104,133,391,108,416,113,411,80,444,51,473,467,3,15,39,229,277,18,171,353,49,460,25,11,9,460,4]
[null,0.51,"*38%",0.51,"*56%","*61%",0.52,0.51,0.48,"*44%",0.57999999999999996,0.54,0.56000000000000005,"*65%",0.52,0.51,0.5,0.52,0.53,0.5,0.51,0.51,"*44%","*55%","*45%","*67%","*47%","*64%","*49%","*63%",0.5,0.59,0.51,0.56999999999999995,"*63%","*31%","*65%","*32%","*50%","*65%","*50%","*71%","*63%","*30%",0.48,0.52,0.52,0.51,"*67%","*48%","*65%","*49%",0.49,0.52,"*49%",0.75,0.79,"*91%","*56%","*48%",0.62,"*61%","*48%",0.45,0.52,0.42,0.48,0.5,0.52,0.44]
[null,null,null,"a","a","ab",null,null,null,null,"b","b",null,"ab","i","i",null,"i","i","i",null,"i",null,"i","ln","acegiln","ln","acegiln","ln","acegiln","aln","acln","aln","ln","acegiln",null,"acegiln",null,"f","acf","f","acf","acf",null,null,null,null,null,"abcdfhij",null,"abcdfhij",null,null,null,null,null,null,"a","b",null,null,"b"]
["I don’t know / subject not taught",104,28,38,28,10,46,58,26,40,14,14,6,4,2,102,5,99,0,104,2,102,62,42,86,18,89,15,93,11,100,4,95,9,51,53,36,68,101,3,104,0,52,52,48,56,4,100,2,102,3,101,16,88,99,0,1,4,24,77,3,15,89,15,86,9,3,2,86,1]
[null,0.1,0.13,0.12,0.08,7.0000000000000007E-2,0.1,0.1,0.1,"*14%",0.1,7.0000000000000007E-2,0.09,0.05,"*1%","*15%","*2%","*14%","*0%","*14%","*1%","*14%","*17%","*6%","*12%","*6%","*12%","*6%",0.11,7.0000000000000007E-2,"*11%","*4%",0.1,0.13,"*8%","*14%","*6%","*16%","*11%","*3%","*11%","*0%","*8%","*15%","*17%","*7%","*2%","*12%","*1%","*12%","*2%","*11%",0.15,0.1,0.1,0,0.05,0.09,"*6%","*13%",0.1,"*5%","*12%",0.14000000000000001,0.1,0.15,0.13,0.11,0.1,0.11]
[null,null,null,null,null,null,null,null,null,"df",null,null,null,null,null,"acegj","e","acegj",null,"acegj",null,"acegj","acegj","aceg","bdhkm",null,"bdhkm",null,"bdhm",null,"bdhm",null,"dm","hm",null,"bdfhikm",null,"abcdefghikm","bde",null,"bd",null,null,"bcde","bcdefghj","ceg",null,"bceg",null,"bceg",null,"bceg","bceg","ceg",null,null,null,null,null,"a",null,null,"a"]
["AT LEAST SOME",788,160,233,269,126,362,426,189,204,117,152,56,70,287,501,233,555,231,557,221,567,255,533,544,244,573,215,652,136,701,87,731,57,540,248,511,277,700,88,749,39,560,228,195,593,165,623,146,642,103,685,76,712,728,3,18,39,329,433,26,235,553,76,688,41,15,16,688,4]
[null,0.77,"*71%",0.73,"*81%","*85%",0.78,0.76,0.76,"*70%",0.81,0.81,0.82,"*86%",0.8,0.75,0.76,0.78,0.8,0.76,0.79,0.76,"*70%","*81%","*74%","*85%","*75%","*84%","*76%","*84%","*76%","*87%",0.77,0.79,"*83%","*66%","*85%","*66%","*76%","*87%","*76%","*93%","*83%","*65%","*71%","*79%",0.8,0.76,"*87%","*75%",0.84,0.76,0.72,0.78,"*76%",0.75,0.95,"*91%",0.8,"*74%",0.9,"*84%","*75%",0.7,0.78,0.69,0.65,0.89,0.78,0.44]
[null,null,null,null,"ab","ab",null,null,null,null,"b","b","b","ab","i",null,null,"i","i","i","i","i",null,"bfhi","ln","acegiln","ln","acegiln","ln","acegiln","ln","acegiln","ln","ln","acegiln",null,"acegiln",null,"f","acf","f","acf","acf",null,null,"af","a",null,"abdfhij",null,"afi",null,null,"a",null,null,null,"a","b",null,null,"b"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 19"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"20","index":21,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 20/ 1"]
[]
["A6e-3 To the best of your knowledge, how many of the teachers at your school are subject specialists (i.e. have a degree, training, and/or work experience) in the subject they teach?  Biology"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Almost none",9,0,2,6,1,6,3,2,0,3,3,1,0,3,6,3,6,1,8,0,9,4,5,8,1,7,2,8,1,8,1,9,0,6,3,5,4,8,1,9,0,6,3,3,6,0,9,0,9,4,5,1,8,9,0,0,0,2,7,0,3,6,0,8,0,0,0,8,0]
[null,0.01,0,0.01,"*2%",0.01,0.01,0.01,0.01,0,0.02,0.02,0.01,0,0.01,0.01,0.01,0.01,"*%",0.01,0,0.01,0.01,0.01,0.01,"*%",0.01,0.01,0.01,0.01,0.01,0.01,0.01,0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0,0.01,0.01,0.01,0.01,0,0.01,0,0.01,"*3%","*1%",0.01,0.01,0.01,0,0,0,"*%",0.01,0,0.01,0.01,0,0.01,0,0,0,0.01,0]
[null,null,null,null,"a",null,null,null,null,null,"b","b","b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bcefhj"]
["2 - A few",54,19,13,13,9,22,32,13,19,4,9,5,4,17,37,17,37,13,41,15,39,27,27,42,12,43,11,48,6,50,4,53,1,25,29,24,30,50,4,53,1,26,28,19,35,10,44,8,46,3,51,6,48,54,0,0,0,19,35,0,13,41,10,42,4,2,0,42,4]
[null,0.05,"*8%",0.04,0.04,0.06,0.05,0.06,0.05,7.0000000000000007E-2,0.03,0.05,7.0000000000000007E-2,0.05,0.05,0.06,0.06,0.05,0.05,0.06,0.05,0.05,"*7%","*4%",0.06,0.04,0.06,0.04,0.06,0.04,0.05,0.04,0.06,0.01,"*4%","*8%","*4%","*7%",0.05,0.04,0.05,0.02,"*4%","*8%",7.0000000000000007E-2,0.05,0.05,0.05,0.05,0.05,0.02,0.06,0.06,0.05,"*6%",0,0,0,0.05,0.06,0,0.05,0.06,0.09,0.05,7.0000000000000007E-2,0.09,0,0.05,0.44]
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["3 - Some",87,26,31,21,9,39,48,29,28,6,15,4,5,37,50,34,53,32,55,34,53,35,52,72,15,71,16,75,12,79,8,83,4,33,54,31,56,79,8,86,1,35,52,23,64,21,66,8,79,12,75,7,80,87,0,0,0,38,45,4,19,68,13,73,8,2,3,73,0]
[null,0.09,0.12,0.1,0.06,0.06,0.08,0.09,"*12%",0.1,"*4%",0.08,0.06,0.06,0.1,0.08,0.11,7.0000000000000007E-2,0.11,7.0000000000000007E-2,"*12%","*7%",0.1,0.08,"*10%","*5%",0.09,0.06,0.09,7.0000000000000007E-2,0.09,0.08,0.09,0.06,"*5%","*14%","*5%","*13%",0.09,0.08,0.09,0.02,"*5%","*15%",0.08,0.09,0.1,0.08,0.05,0.09,0.1,0.08,7.0000000000000007E-2,0.09,"*9%",0,0,"*0%",0.09,0.08,0.14000000000000001,7.0000000000000007E-2,0.09,0.12,0.08,0.14000000000000001,0.09,0.17,0.08,0]
[null,null,"c",null,null,null,null,null,"c","c",null,null,null,null,null,null,"h",null,"h",null,"bdfhj",null,null,null,"bkm",null,"bkm",null,"km",null,"km",null,"km",null,null,"abcdefgijkm",null,"bcdefgikm","e",null,"e",null,null,"acde",null,null,null,null,null,null,null,null,null,null,"d"]
["4 - Most",200,53,56,63,28,89,111,49,60,27,36,13,15,86,114,69,131,64,136,61,139,69,131,164,36,166,34,174,26,176,24,185,15,104,96,98,102,186,14,191,9,108,92,47,153,42,158,32,168,19,181,20,180,198,0,2,0,75,121,4,50,150,19,172,10,4,4,172,1]
[null,0.2,0.24,0.18,0.19,0.19,0.19,0.2,0.2,0.21,0.19,0.19,0.19,0.19,"*24%","*17%",0.22,0.18,0.22,0.19,0.22,0.19,0.19,0.2,"*22%","*13%","*22%","*13%",0.2,0.16,0.19,0.24,0.19,0.21,"*16%","*26%","*16%","*24%",0.2,0.14000000000000001,0.19,0.21,"*16%","*26%",0.17,0.2,0.2,0.19,0.19,0.2,0.15,0.2,0.19,0.2,"*21%",0,0.11,"*0%",0.18,0.21,0.14000000000000001,0.18,0.2,0.17,0.19,0.17,0.17,0.22,0.19,0.11]
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["5 - All or nearly all",568,98,177,202,91,259,309,131,144,90,112,38,53,212,356,179,389,178,390,170,398,167,401,364,204,391,177,464,104,509,59,525,43,427,141,407,161,498,70,537,31,443,125,135,433,129,439,118,450,82,486,55,513,509,4,16,39,253,297,18,180,388,52,501,28,12,9,501,3]
[null,0.56000000000000005,"*44%",0.56000000000000005,"*61%",0.61,0.56000000000000005,0.55000000000000004,0.52,"*49%",0.63,0.6,0.56000000000000005,0.65,0.59,0.53,0.57999999999999996,0.54,"*62%","*53%","*60%","*54%","*46%","*61%","*49%","*71%","*51%","*69%","*54%","*64%",0.55000000000000004,0.59,0.55000000000000004,0.6,"*66%","*38%","*68%","*38%","*54%","*69%","*55%","*74%","*66%","*36%","*49%","*58%","*63%","*54%","*70%","*53%","*67%","*54%",0.52,0.56000000000000005,"*53%",1,0.84,"*91%","*62%","*51%",0.62,"*64%","*52%",0.48,"*57%",0.47,0.52,0.5,"*57%",0.33]
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["I don’t know / subject not taught",105,28,39,27,11,47,58,26,41,14,13,7,4,2,103,5,100,0,105,1,104,62,43,86,19,89,16,92,13,101,4,96,9,52,53,37,68,101,4,105,0,53,52,48,57,4,101,2,103,3,102,16,89,100,0,1,4,24,78,3,16,89,15,87,9,3,2,87,1]
[null,0.1,0.13,0.12,0.08,7.0000000000000007E-2,0.1,0.1,0.1,"*14%",0.1,7.0000000000000007E-2,0.1,0.05,"*1%","*15%","*2%","*14%","*0%","*14%","**%","*14%","*17%","*7%","*12%","*7%","*12%","*6%",0.11,0.08,"*11%","*4%",0.1,0.13,"*8%","*14%","*6%","*16%","*11%","*4%","*11%","*0%","*8%","*15%","*17%","*8%","*2%","*12%","*1%","*12%","*2%","*11%",0.15,0.1,0.1,0,0.05,0.09,"*6%","*13%",0.1,"*6%","*12%",0.14000000000000001,0.1,0.15,0.13,0.11,0.1,0.11]
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["AT LEAST SOME",855,177,264,286,128,387,468,209,232,123,163,55,73,335,520,282,573,274,581,265,590,271,584,600,255,628,227,713,142,764,91,793,62,564,291,536,319,763,92,814,41,586,269,205,650,192,663,158,697,113,742,82,773,794,4,18,39,366,463,26,249,606,84,746,46,18,16,746,4]
[null,0.84,"*79%",0.83,0.86,0.86,0.84,0.83,0.84,"*79%",0.85,0.87,0.81,0.9,"*94%","*78%","*92%","*80%","*95%","*79%","*94%","*80%","*74%","*89%","*82%","*89%","*82%","*89%",0.83,0.88,"*83%","*91%",0.83,0.86,"*87%","*77%","*89%","*76%","*83%","*91%","*83%","*98%","*87%","*76%","*75%","*87%","*93%","*81%","*94%","*82%","*92%","*82%",0.78,0.84,"*83%",1,0.95,0.91,"*89%","*79%",0.9,"*89%","*82%",0.77,"*84%",0.78,0.78,0.89,"*84%",0.44]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 20"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"21","index":22,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 21/ 1"]
[]
["A6e-4 To the best of your knowledge, how many of the teachers at your school are subject specialists (i.e. have a degree, training, and/or work experience) in the subject they teach?  Design and Technology"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Almost none",25,4,9,9,3,9,16,5,8,3,6,1,2,12,13,10,15,10,15,9,16,8,17,23,2,22,3,23,2,24,1,25,0,13,12,13,12,25,0,25,0,13,12,6,19,4,21,4,21,6,19,3,22,25,0,0,0,13,12,0,10,15,0,25,0,0,0,25,0]
[null,0.02,0.02,0.03,0.03,0.02,0.02,0.03,0.02,0.03,0.02,0.03,0.01,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0.02,0.03,"*3%","*1%",0.03,0.01,0.03,0.01,0.03,0.01,0.03,0,0.02,0.03,0.02,0.03,0.03,0,0.03,0,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0.02,0.05,0.02,0.03,0.02,0.03,0,0,0,0.03,0.02,0,0.04,0.02,0,"*3%",0,0,0,"*3%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,"b",null,"b",null,null,null,"b",null,null,"b",null,"b"]
["2 - A few",50,14,13,18,5,19,31,11,16,6,12,2,3,15,35,20,30,12,38,11,39,23,27,37,13,36,14,41,9,43,7,49,1,22,28,21,29,43,7,49,1,23,27,16,34,6,44,4,46,9,41,6,44,50,0,0,0,21,29,0,12,38,10,36,6,2,0,36,2]
[null,0.05,0.06,0.04,0.05,0.03,0.04,0.06,0.04,0.05,0.04,0.06,0.03,0.04,0.04,0.05,7.0000000000000007E-2,0.04,0.04,0.05,0.04,0.05,0.06,0.04,0.05,0.05,0.05,0.05,0.05,0.06,0.05,7.0000000000000007E-2,0.05,0.01,"*3%","*7%","*3%","*7%",0.05,7.0000000000000007E-2,0.05,0.02,"*3%","*8%",0.06,0.05,0.03,0.05,0.02,0.05,7.0000000000000007E-2,0.05,0.06,0.05,0.05,0,0,0,0.05,0.05,0,0.04,0.05,"*9%","*4%",0.1,0.09,0,"*4%",0.22]
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["3 - Some",60,15,15,21,9,30,30,22,8,5,16,3,6,25,35,17,43,19,41,21,39,22,38,46,14,48,12,50,10,54,6,56,4,34,26,30,30,53,7,57,3,34,26,15,45,12,48,10,50,4,56,7,53,59,0,0,1,21,37,2,15,45,8,52,6,1,1,52,0]
[null,0.06,7.0000000000000007E-2,0.05,0.06,0.06,0.06,0.05,"*9%","*3%",0.03,0.09,0.04,7.0000000000000007E-2,7.0000000000000007E-2,0.05,0.06,0.06,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.05,0.06,0.06,0.06,0.05,0.06,0.05,0.06,0.06,0.06,0.06,0.06,0.06,0.05,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.05,0.06,0.06,0.06,0.06,0.06,0.03,0.06,7.0000000000000007E-2,0.06,0.06,0,0,0.02,0.05,0.06,7.0000000000000007E-2,0.05,0.06,7.0000000000000007E-2,0.06,0.1,0.04,0.06,0.06,0]
[null,null,null,null,null,null,null,null,"bc",null,null,"b"]
["4 - Most",151,38,50,46,17,66,85,39,49,18,28,9,8,56,95,43,108,38,113,43,108,61,90,109,42,110,41,134,17,139,12,146,5,88,63,77,74,141,10,148,3,90,61,46,105,40,111,23,128,15,136,14,137,145,1,4,1,61,84,6,40,111,18,132,9,4,3,132,2]
[null,0.15,0.17,0.16,0.14000000000000001,0.11,0.14000000000000001,0.15,0.16,0.17,0.13,0.15,0.13,0.1,0.16,0.14000000000000001,0.14000000000000001,0.15,0.13,0.15,0.15,0.15,0.17,0.14000000000000001,0.15,0.15,0.14000000000000001,0.16,0.16,0.1,0.15,0.12,0.15,7.0000000000000007E-2,0.14000000000000001,0.17,"*13%","*18%",0.15,0.1,0.15,7.0000000000000007E-2,0.13,0.17,0.17,0.14000000000000001,"*19%","*14%",0.14000000000000001,0.15,0.12,0.15,0.13,0.15,0.15,0.25,0.21,"*2%",0.15,0.14000000000000001,0.21,0.14000000000000001,0.15,0.17,0.15,0.15,0.17,0.17,0.15,0.22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"j",null,null,null,null,null,null,"j",null,"fjm",null,null,null,null,null,null,null,null,"d",null,null,null,null,null,null,null,"d"]
["5 - All or nearly all",420,69,135,151,65,213,207,110,94,74,77,29,36,103,317,92,328,97,323,93,327,137,283,311,109,332,88,361,59,383,37,394,26,283,137,270,150,384,36,405,15,292,128,109,311,62,358,59,361,38,382,47,373,371,3,14,32,187,218,15,145,275,33,373,16,8,7,373,2]
[null,0.41,"*31%",0.42,"*45%",0.44,"*46%","*37%",0.44,"*32%","*51%",0.41,0.43,0.44,"*29%","*48%","*30%","*46%","*34%","*44%","*33%","*44%",0.38,0.43,0.42,0.38,"*43%","*34%",0.42,0.36,0.41,0.37,0.41,0.36,"*44%","*36%","*45%","*36%",0.42,0.36,0.41,0.36,"*44%","*36%",0.4,0.42,"*30%","*44%",0.35,0.42,"*31%","*42%",0.45,0.41,"*39%",0.75,0.74,"*74%","*45%","*37%",0.52,"*52%","*37%","*30%",0.42,"*27%",0.35,0.39,0.42,0.22]
[null,null,null,"a","a","a","b",null,"b",null,"b",null,null,"b",null,"acegi",null,"acegi",null,"acegi",null,"acegi","ac","aceg","dn",null,"dln",null,"dn",null,"dn",null,"dn",null,"dln",null,"dln",null,null,null,null,null,"f",null,"c","cg",null,"ceg",null,"cg",null,"cg","cg","cg",null,null,null,"a","b",null,null,"b",null,null,"a",null,null,null,"a"]
["I don’t know / subject not taught",317,84,96,87,50,125,192,63,117,38,49,24,26,146,171,125,192,112,205,104,213,113,204,210,107,219,98,252,65,280,37,281,36,207,110,191,126,276,41,297,20,219,98,83,234,82,235,68,249,51,266,28,289,307,0,1,9,108,203,6,59,258,40,265,22,8,7,265,3]
[null,0.31,"*38%",0.3,"*26%",0.34,"*27%","*34%","*25%","*40%",0.26,0.26,0.35,0.32,"*41%","*26%","*41%","*27%","*39%","*28%","*37%","*29%",0.31,0.31,"*29%","*37%","*29%","*38%","*29%","*40%",0.3,0.37,"*30%","*50%",0.32,0.28999999999999998,0.32,0.3,"*30%","*41%","*30%","*48%",0.33,0.28000000000000003,0.3,0.31,"*40%","*29%","*40%","*29%","*41%","*30%",0.27,0.31,"*32%",0,0.05,0.21,"*26%","*35%",0.21,"*21%","*35%",0.37,0.3,0.37,0.35,0.39,0.3,0.33]
[null,null,"c",null,null,null,null,"a",null,"acd",null,null,null,null,"bdfhij",null,"bdfhij",null,"bdfhij",null,"bdfh",null,null,"b",null,"acegiln",null,"acegiln",null,"acegilmn",null,null,null,"abcegiklmn",null,null,null,null,null,"acf",null,"acef",null,null,null,null,"abdfhij",null,"abdfhij",null,"abdfhij",null,null,null,null,null,null,null,null,"a",null,null,"a"]
["AT LEAST SOME",631,122,200,218,91,309,322,171,151,97,121,41,50,184,447,152,479,154,477,157,474,220,411,466,165,490,141,545,86,576,55,596,35,405,226,377,254,578,53,610,21,416,215,170,461,114,517,92,539,57,574,68,563,575,4,18,34,269,339,23,200,431,59,557,31,13,11,557,4]
[null,0.62,"*54%",0.63,0.66,0.61,"*67%","*57%","*68%","*52%",0.67,0.64,0.6,0.62,"*52%","*67%","*50%","*67%","*53%","*65%","*56%","*64%",0.6,0.62,0.63,0.56999999999999995,"*64%","*55%","*63%","*53%",0.62,0.55000000000000004,"*63%","*49%",0.63,0.6,0.63,0.6,"*63%","*52%",0.62,0.5,0.62,0.61,0.62,0.62,"*55%","*63%","*55%","*63%","*46%","*64%",0.65,0.61,"*60%",1,0.95,"*79%","*65%","*58%",0.79,"*71%","*58%",0.54,"*63%",0.53,0.56999999999999995,0.61,"*63%",0.44]
[null,null,null,"a","a",null,"b",null,"b",null,"b","b",null,null,null,"acegi",null,"acegi",null,"aceg",null,"aceg","ac","ace","dfj",null,"dfj",null,"dfj",null,"dfj",null,"dfj",null,"dfj",null,"dfj",null,"b",null,null,null,null,null,"g","g",null,"ceg",null,"ceg",null,"ceg","g","g",null,null,null,"a","b",null,null,"b"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 21"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"22","index":23,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 22/ 1"]
[]
["A6e-5 To the best of your knowledge, how many of the teachers at your school are subject specialists (i.e. have a degree, training, and/or work experience) in the subject they teach?  Maths"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Almost none",11,2,2,6,1,7,4,3,1,4,2,0,1,5,6,4,7,3,8,1,10,6,5,7,4,6,5,9,2,9,2,11,0,5,6,4,7,9,2,11,0,5,6,4,7,0,11,0,11,4,7,1,10,11,0,0,0,2,9,0,2,9,2,9,1,1,0,9,0]
[null,0.01,0.01,0.01,0.02,0.01,0.02,0.01,0.01,"*%","*3%",0.01,0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,"*%",0.01,0.02,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.01,0,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0,0.01,0.02,0.01,0.01,0,0.01,0,0.01,"*3%","*1%",0.01,0.01,0.01,0,0,0,"*%",0.02,0,0.01,0.01,0.02,0.01,0.02,0.04,0,0.01,0]
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["2 - A few",32,10,11,9,2,15,17,8,13,6,3,1,1,8,24,7,25,8,24,7,25,23,9,28,4,25,7,27,5,28,4,30,2,15,17,12,20,30,2,32,0,15,17,15,17,4,28,5,27,1,31,4,28,32,0,0,0,8,23,1,9,23,8,23,5,1,0,23,2]
[null,0.03,0.04,0.03,0.03,0.01,0.03,0.03,0.03,0.04,0.04,0.02,0.01,0.01,0.02,0.04,0.02,0.03,0.03,0.03,0.02,0.03,"*6%","*1%","*4%","*1%",0.03,0.03,0.03,0.03,0.03,0.04,0.03,0.03,0.02,0.05,"*2%","*5%",0.03,0.02,0.03,0,"*2%","*5%","*5%","*2%",0.02,0.03,0.03,0.03,0.01,0.03,0.04,0.03,0.03,0,0,0,0.02,0.04,0.03,0.03,0.03,"*7%","*3%","*8%",0.04,0,"*3%",0.22]
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["3 - Some",90,26,33,21,10,39,51,27,32,9,12,3,7,34,56,33,57,26,64,31,59,42,48,62,28,67,23,70,20,83,7,84,6,50,40,47,43,77,13,88,2,52,38,26,64,20,70,13,77,14,76,7,83,89,0,0,1,29,58,3,19,71,11,78,7,2,0,78,2]
[null,0.09,0.12,0.1,0.06,7.0000000000000007E-2,0.08,0.09,0.11,0.11,0.06,0.06,0.04,0.09,0.1,0.08,0.11,0.08,0.09,0.09,0.11,0.08,"*12%","*7%",0.08,0.1,0.09,0.09,0.08,0.12,0.09,7.0000000000000007E-2,0.09,0.08,0.08,0.11,0.08,0.1,0.08,0.13,0.09,0.05,0.08,0.11,0.09,0.09,0.1,0.09,0.08,0.09,0.11,0.08,7.0000000000000007E-2,0.09,"*9%",0,0,0.02,7.0000000000000007E-2,0.1,0.1,7.0000000000000007E-2,0.1,0.1,0.09,0.12,0.09,0,0.09,0.22]
[null,null,"c",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"j"]
["4 - Most",219,53,71,74,21,97,122,56,68,25,49,16,5,68,151,58,161,50,169,44,175,93,126,172,47,173,46,190,29,204,15,204,15,133,86,115,104,205,14,214,5,137,82,67,152,34,185,27,192,25,194,23,196,215,1,3,0,89,125,5,47,172,26,188,13,6,6,188,1]
[null,0.21,0.24,0.22,0.22,"*14%",0.21,0.22,0.22,0.23,0.17,0.26,0.24,"*6%",0.19,0.23,0.19,0.22,"*17%","*23%","*16%","*24%","*26%","*19%","*23%","*16%",0.23,0.18,0.22,0.18,0.22,0.15,0.21,0.21,0.21,0.23,"*19%","*25%",0.22,0.14000000000000001,0.22,0.12,0.2,0.23,0.24,0.2,0.17,0.23,0.16,0.22,0.2,0.22,0.22,0.21,"*22%",0.25,0.16,"*0%",0.22,0.21,0.17,"*17%","*23%",0.24,0.21,0.22,0.26,0.33,0.21,0.11]
[null,null,"d","d","d",null,null,null,"f","f","f","f","f",null,null,"g",null,"g",null,"eg",null,"egj","acegj",null,"b",null,"b",null,"b",null,"b",null,null,null,null,"b",null,"bdhm",null,null,null,null,null,"b","ce",null,null,null,null,null,null,null,null,null,"d",null,null,null,null,null,null,null,"a"]
["5 - All or nearly all",544,106,157,183,98,247,297,122,141,86,97,39,59,161,383,140,404,136,408,145,399,198,346,368,176,394,150,448,96,476,68,498,46,378,166,364,180,481,63,510,34,393,151,161,383,108,436,89,455,64,480,55,489,489,3,14,38,231,296,17,177,367,49,477,27,9,11,477,2]
[null,0.53,"*47%",0.49,0.55000000000000004,"*66%",0.53,0.53,0.49,"*48%",0.6,0.52,0.56999999999999995,"*73%","*45%","*58%","*46%","*56%","*47%","*56%",0.52,0.54,0.54,0.53,"*50%","*61%","*51%","*59%",0.52,0.59,"*52%","*68%",0.52,0.64,"*58%","*44%","*60%","*43%",0.52,0.62,"*52%","*81%","*59%","*43%","*59%","*51%",0.52,0.53,0.53,0.53,0.52,0.53,0.52,0.53,"*51%",0.75,0.74,"*88%",0.56000000000000005,0.51,0.59,"*63%","*49%",0.45,0.54,0.46,0.39,0.61,0.54,0.22]
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["I don’t know / subject not taught",127,27,44,39,17,57,70,34,37,14,25,9,8,81,46,65,62,65,62,53,74,2,125,99,28,102,25,117,10,123,4,124,3,66,61,60,67,120,7,126,1,69,58,2,125,40,87,34,93,15,112,15,112,121,0,2,4,52,72,3,27,100,13,108,6,4,1,108,2]
[null,0.12,0.12,0.14000000000000001,0.12,0.11,0.12,0.12,0.14000000000000001,0.13,0.1,0.13,0.13,0.1,"*23%","*7%","*21%","*9%","*23%","*8%","*19%","*10%","*1%","*19%",0.13,0.1,0.13,0.1,"*14%","*6%","*13%","*4%","*13%","*4%","*10%","*16%","*10%","*16%",0.13,7.0000000000000007E-2,"*13%","*2%","*10%","*16%","*1%","*17%","*19%","*11%","*20%","*11%",0.12,0.12,0.14000000000000001,0.12,0.13,0,0.11,0.09,0.13,0.12,0.1,0.1,0.13,0.12,0.12,0.1,0.17,0.06,0.12,0.22]
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["AT LEAST SOME",853,185,261,278,129,383,470,205,241,120,158,58,71,263,590,231,622,212,641,220,633,333,520,602,251,634,219,708,145,763,90,786,67,561,292,526,327,763,90,812,41,582,271,254,599,162,691,129,724,103,750,85,768,793,4,17,39,349,479,25,243,610,86,743,47,17,17,743,5]
[null,0.83,0.83,0.82,0.84,0.87,0.83,0.84,0.82,0.83,0.83,0.84,0.85,0.88,"*74%","*89%","*75%","*87%","*74%","*87%","*78%","*85%","*91%","*79%","*82%","*87%",0.83,0.86,"*82%","*90%",0.83,0.9,"*83%","*93%","*87%","*78%","*87%","*78%",0.83,0.89,"*83%","*98%","*87%","*77%","*92%","*80%","*79%","*85%","*77%","*85%",0.84,0.83,0.81,0.84,0.83,1,0.89,0.91,0.85,0.82,0.86,0.86,0.82,0.79,0.84,0.8,0.74,0.94,0.84,0.56000000000000005]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 22"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"23","index":24,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 23/ 1"]
[]
["A6e-6 To the best of your knowledge, how many of the teachers at your school are subject specialists (i.e. have a degree, training, and/or work experience) in the subject they teach?  Engineering"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Almost none",60,14,17,19,10,25,35,14,17,8,11,3,7,25,35,20,40,17,43,21,39,13,47,53,7,52,8,56,4,57,3,58,2,30,30,29,31,59,1,60,0,31,29,9,51,13,47,11,49,5,55,8,52,59,0,1,0,26,33,1,23,37,7,51,4,2,0,51,1]
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["2 - A few",25,2,8,12,3,14,11,5,5,6,6,3,0,8,17,6,19,6,19,8,17,7,18,17,8,15,10,16,9,21,4,22,3,22,3,18,7,21,4,23,2,22,3,5,20,4,21,3,22,2,23,3,22,23,1,0,1,9,16,0,7,18,4,20,3,1,0,20,0]
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["3 - Some",29,4,14,10,1,16,13,12,6,3,7,1,0,8,21,7,22,7,22,7,22,10,19,17,12,19,10,22,7,23,6,26,3,19,10,17,12,22,7,27,2,19,10,8,21,6,23,5,24,4,25,3,26,27,0,2,0,14,15,0,7,22,6,23,3,1,2,23,0]
[null,0.03,0.02,"*4%",0.03,0.01,0.03,0.02,"*5%",0.02,0.02,0.04,0.01,0,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0.03,0.03,0.03,0.02,0.04,0.02,0.04,0.03,0.04,"*2%","*6%",0.03,0.04,0.03,0.03,0.03,0.03,"*2%","*7%",0.03,0.05,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0,0.11,0,0.03,0.03,0,0.02,0.03,0.06,0.03,0.05,0.04,0.11,0.03,0]
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["4 - Most",50,17,16,14,3,28,22,20,13,5,9,3,0,17,33,15,35,11,39,13,37,16,34,39,11,39,11,44,6,48,2,50,0,27,23,23,27,46,4,50,0,28,22,11,39,9,41,6,44,7,43,8,42,48,0,1,1,21,28,1,23,27,5,44,4,1,0,44,0]
[null,0.05,"*8%",0.05,0.04,0.02,0.06,0.04,"*8%",0.04,0.03,0.05,0.04,"*0%",0.05,0.05,0.05,0.05,0.04,0.05,0.05,0.05,0.04,0.05,0.05,0.04,0.05,0.04,0.05,0.04,0.05,0.02,"*5%","*0%",0.04,0.06,0.04,0.06,0.05,0.04,0.05,0,0.04,0.06,0.04,0.05,0.04,0.05,0.04,0.05,0.06,0.05,0.08,0.05,0.05,0,0.05,0.02,0.05,0.05,0.03,"*8%","*4%",0.05,0.05,7.0000000000000007E-2,0.04,0,0.05,0]
[null,null,"d",null,null,null,null,null,"f",null,null,"f",null,null,null,null,null,null,null,null,null,null,null,null,"j",null,null,null,"j",null,"j",null,"j",null,null,"j",null,"j",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["5 - All or nearly all",132,27,38,47,20,65,67,28,37,29,18,8,12,30,102,30,102,33,99,33,99,38,94,93,39,108,24,114,18,116,16,122,10,85,47,85,47,119,13,124,8,89,43,27,105,24,108,18,114,12,120,22,110,105,1,6,20,62,67,3,55,77,10,117,5,2,2,117,1]
[null,0.13,0.12,0.12,0.14000000000000001,0.13,0.14000000000000001,0.12,0.11,0.13,"*20%",0.1,0.12,0.15,"*8%","*15%",0.1,0.14000000000000001,0.11,0.13,0.12,0.13,0.1,0.14000000000000001,0.13,0.14000000000000001,0.14000000000000001,0.09,0.13,0.11,0.13,0.16,0.13,0.14000000000000001,0.13,0.13,0.14000000000000001,0.11,0.13,0.13,0.13,0.19,0.13,0.12,0.1,0.14000000000000001,0.12,0.13,0.11,0.13,0.1,0.13,"*21%","*12%","*11%",0.25,0.32,"*47%",0.15,0.11,0.1,"*20%","*10%",0.09,0.13,0.08,0.09,0.11,0.13,0.11]
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["I don’t know / subject not taught",727,160,225,230,112,314,413,171,214,93,137,50,62,269,458,229,498,214,513,199,528,280,447,517,210,534,193,609,118,658,69,673,54,464,263,430,297,655,72,697,30,482,245,215,512,150,577,125,602,93,634,61,666,695,2,9,21,279,424,24,166,561,77,628,40,16,14,628,7]
[null,0.71,0.71,0.71,0.69,0.75,"*68%","*74%",0.68,0.73,0.65,0.73,0.74,0.77,"*75%","*69%",0.75,0.7,0.74,0.7,0.71,0.71,"*77%","*68%",0.7,0.73,0.7,0.75,0.71,0.73,0.71,0.69,0.71,0.75,0.72,0.7,0.71,0.71,0.71,0.71,0.71,0.71,0.72,0.7,"*78%","*68%",0.73,0.71,0.74,0.7,0.76,0.7,"*58%","*73%","*73%",0.5,0.47,"*49%",0.68,0.73,0.83,"*59%","*76%",0.71,0.71,0.68,0.7,0.78,0.71,0.78]
[null,null,null,null,null,null,null,"a",null,null,null,null,null,null,"bdj",null,"j",null,"j",null,null,null,"bdfhj",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdfhi","i","i","i","i","i","i","i",null,"i","d",null,null,null,null,null,null,null,"a"]
["AT LEAST SOME",211,48,68,71,24,109,102,60,56,37,34,12,12,55,156,52,159,51,160,53,158,64,147,149,62,166,45,180,31,187,24,198,13,131,80,125,86,187,24,201,10,136,75,46,165,39,172,29,182,23,188,33,178,180,1,9,21,97,110,4,85,126,21,184,12,4,4,184,1]
[null,0.21,0.21,0.21,0.21,0.16,"*24%","*18%",0.24,0.19,0.26,0.18,0.18,0.15,"*15%","*23%",0.17,0.22,0.18,0.22,0.19,0.21,0.18,0.22,0.2,0.22,0.22,0.18,0.21,0.19,0.2,0.24,0.21,0.18,0.2,0.21,0.21,0.2,0.2,0.24,0.2,0.24,0.2,0.21,0.17,0.22,0.19,0.21,0.17,0.21,0.19,0.21,"*31%","*19%","*19%",0.25,0.47,"*49%",0.24,0.19,0.14000000000000001,"*30%","*17%",0.19,0.21,0.2,0.17,0.22,0.21,0.11]
[null,null,null,null,null,null,"b",null,null,null,null,null,null,null,null,"acei",null,"a",null,"a",null,"a",null,"a",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"abcdefghj",null,null,null,null,"a",null,null,null,"b"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 23"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"24","index":25,"n_rows":24,"n_cols":9,"rows_kept":24,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 24/ 1"]
[]
["A6E. To the best of your knowledge, how many of the teachers at your school are subject specialists (i.e. have a degree, training, and/or work experience) in the subject they teach?"]
[]
["Base: All"]
[null,"Total","1 - Almost none","2 - A few","3 - Some","4 - Most","5 - All or nearly all","I don’t know / subject not taught","AT LEAST SOME"]
["Physics",1023,89,106,73,167,492,96,732]
[null,null,0.09,0.1,7.0000000000000007E-2,0.16,0.48,0.09,0.72]
["Chemistry",1023,33,98,100,164,524,104,788]
[null,null,0.03,0.1,0.1,0.16,0.51,0.1,0.77]
["Biology",1023,9,54,87,200,568,105,855]
[null,null,0.01,0.05,0.09,0.2,0.56000000000000005,0.1,0.84]
["Design and Technology",1023,25,50,60,151,420,317,631]
[null,null,0.02,0.05,0.06,0.15,0.41,0.31,0.62]
["Maths",1023,11,32,90,219,544,127,853]
[null,null,0.01,0.03,0.09,0.21,0.53,0.12,0.83]
["Engineering",1023,60,25,29,50,132,727,211]
[null,null,0.06,0.02,0.03,0.05,0.13,0.71,0.21]
["Page 24"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"25","index":26,"n_rows":46,"n_cols":70,"rows_kept":46,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 25/ 1"]
[]
["A6b. Which academic years do you teach?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Age 11-12",736,188,225,234,89,315,421,183,230,96,138,36,53,272,464,220,516,223,513,210,526,256,480,736,0,682,54,691,45,700,36,707,29,409,327,365,371,736,0,728,8,419,317,184,552,143,593,125,611,67,669,77,659,714,1,16,5,293,421,22,193,543,81,632,45,19,12,632,5]
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["Age 12-13",767,189,233,246,99,336,431,193,229,102,144,41,58,274,493,238,529,230,537,223,544,264,503,682,85,767,0,723,44,737,30,736,31,438,329,393,374,767,0,758,9,451,316,181,586,154,613,126,641,71,696,88,679,712,1,17,37,306,438,23,218,549,91,654,49,21,14,654,7]
[null,0.75,"*84%",0.73,0.74,"*66%",0.73,0.77,0.77,0.78,0.71,0.77,"*60%",0.72,0.77,0.74,0.78,0.74,"*80%","*73%","*79%","*73%",0.73,0.76,"*93%","*30%","*100%","*0%","*84%","*27%","*80%","*30%","*77%","*43%","*68%","*88%","*65%","*89%","*83%","*0%","*77%","*21%","*67%","*90%","*66%","*78%",0.75,0.75,0.75,0.75,"*58%","*77%","*84%","*74%",0.74,0.25,0.89,0.86,0.74,0.75,0.79,0.78,0.74,"*83%",0.74,0.83,0.91,0.78,0.74,0.78]
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["Age 13-14",861,200,269,284,108,383,478,216,253,122,162,45,63,323,538,265,596,258,603,252,609,287,574,691,170,723,138,861,0,836,25,834,27,519,342,475,386,861,0,854,7,534,327,212,649,179,682,147,714,91,770,91,770,805,2,15,39,352,485,24,239,622,97,738,53,19,16,738,9]
[null,0.84,"*89%",0.85,0.86,"*72%",0.83,0.85,0.86,0.87,0.85,0.86,"*66%",0.78,"*90%","*81%",0.86,0.83,"*90%","*82%","*90%","*82%","*79%","*87%","*94%","*59%","*94%","*54%","*100%","*0%","*91%","*25%","*88%","*38%","*80%","*91%","*79%","*92%","*93%","*0%","*87%","*17%","*80%","*93%","*77%","*87%",0.87,0.83,0.88,0.84,"*74%","*86%",0.87,0.84,0.84,0.5,0.79,0.91,0.86,0.83,0.83,0.85,0.84,0.89,0.84,0.9,0.83,0.89,0.84,1]
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["Age 14-15",923,211,291,301,120,411,512,230,272,130,171,51,69,346,577,291,632,275,648,263,660,310,613,700,223,737,186,836,87,923,0,893,30,576,347,530,393,880,43,923,0,593,330,229,694,191,732,156,767,107,816,98,825,861,4,16,42,377,522,24,262,661,102,793,54,22,18,793,8]
[null,0.9,"*94%",0.92,0.91,"*81%",0.89,0.91,0.92,"*93%",0.9,0.91,"*75%",0.85,"*97%","*87%","*95%","*88%","*95%","*88%","*94%","*89%","*85%","*93%","*95%","*78%","*96%","*73%","*97%","*54%","*100%","*0%","*94%","*42%",0.89,0.92,"*88%","*93%","*95%","*43%","*94%","*0%","*88%","*94%","*83%","*93%",0.93,0.9,0.93,0.9,0.87,0.91,0.93,0.9,0.9,1,0.84,0.98,0.92,0.9,0.83,"*93%","*89%",0.94,0.9,0.92,0.96,1,0.9,0.89]
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["Age 15-16",951,209,296,318,128,428,523,235,270,136,182,57,71,347,604,295,656,276,675,266,685,332,619,707,244,736,215,834,117,893,58,951,0,602,349,554,397,883,68,951,0,618,333,247,704,193,758,161,790,115,836,99,852,888,4,17,42,388,537,26,265,686,102,819,55,21,18,819,8]
[null,0.93,0.93,0.93,"*96%","*86%",0.93,0.93,0.94,0.92,0.94,"*97%","*84%",0.88,"*97%","*91%","*96%","*92%","*96%","*92%",0.95,0.92,0.91,0.94,"*96%","*85%","*96%","*84%","*97%","*72%","*97%","*58%","*100%","*0%",0.93,0.93,0.92,0.94,"*96%","*67%","*97%","*0%",0.92,0.95,"*90%","*94%",0.94,0.93,0.96,0.92,0.93,0.93,0.94,0.93,0.93,1,0.89,0.98,0.94,0.92,0.9,0.94,0.92,0.94,0.93,0.93,0.91,1,0.93,0.89]
[null,null,"d","d","d",null,null,null,"e","e","e","bef",null,null,"bdfhij",null,"bdfhi",null,"bdfhi",null,"b",null,null,"b","bdfhjklm","fhj","bdfhjklm","fhj","bdfhjklmn","hj","bdfhjklmn","j","abcdefghjklmn",null,"bdfhj","bdfhj","bdfhj","bdfhj","bde","d","bdef",null,"bd","bd",null,"a",null,null,"a"]
["Age 16-17",647,125,202,223,97,298,349,160,167,95,128,43,54,219,428,191,456,181,466,174,473,219,428,409,238,438,209,519,128,576,71,602,45,647,0,578,69,560,87,616,31,647,0,178,469,125,522,115,532,96,551,68,579,589,4,11,43,275,355,17,198,449,64,567,38,8,13,567,5]
[null,0.63,"*56%",0.64,0.67,0.65,0.65,0.62,0.64,"*57%",0.66,0.68,0.63,0.67,0.61,0.64,0.62,0.64,0.63,0.63,0.62,0.64,0.6,0.65,"*56%","*83%","*57%","*82%","*60%","*79%",0.62,0.71,0.63,0.63,"*100%","*0%","*96%","*16%","*61%","*86%",0.63,0.74,"*96%","*0%",0.65,0.63,0.61,0.64,0.68,0.62,"*78%","*61%",0.65,0.63,"*62%",1,0.57999999999999996,"*100%","*67%",0.61,0.59,"*70%","*61%",0.59,0.64,0.64,0.35,0.72,0.64,0.56000000000000005]
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["Age 17-19",602,110,195,199,98,285,317,149,156,90,109,46,52,204,398,180,422,169,433,162,440,187,415,365,237,393,209,475,127,530,72,554,48,578,24,602,0,511,91,567,35,602,0,154,448,117,485,115,487,99,503,62,540,547,3,11,41,258,329,15,195,407,48,538,30,4,11,538,3]
[null,0.59,"*49%",0.61,0.6,0.66,0.62,0.56999999999999995,0.6,"*53%",0.63,0.57999999999999996,0.68,0.64,0.56999999999999995,0.6,0.59,0.59,0.59,0.59,0.57999999999999996,0.59,"*51%","*63%","*50%","*83%","*51%","*82%","*55%","*78%","*57%","*72%",0.57999999999999996,0.67,"*89%","*6%","*100%","*0%","*55%","*90%","*58%","*83%","*90%","*0%",0.56000000000000005,0.6,0.56999999999999995,0.59,"*68%","*57%","*80%","*56%",0.59,0.59,"*57%",0.75,0.57999999999999996,"*95%","*63%",0.56000000000000005,0.52,"*69%","*55%","*44%","*61%",0.51,0.17,0.61,"*61%",0.33]
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["AGE 11-14",922,212,289,301,120,408,514,228,273,131,170,49,71,337,585,276,646,270,652,261,661,317,605,736,186,767,155,861,61,880,42,883,39,560,362,511,411,922,0,910,12,577,345,232,690,188,734,155,767,97,825,100,822,862,2,17,41,373,523,26,256,666,101,793,54,22,16,793,9]
[null,0.9,"*95%",0.91,0.91,"*81%",0.88,0.92,0.91,"*93%",0.91,0.9,"*72%",0.88,"*94%","*88%",0.9,0.9,"*94%","*89%",0.93,0.89,"*87%","*92%","*100%","*65%","*100%","*61%","*100%","*38%","*95%","*42%","*93%","*54%","*87%","*96%","*85%","*98%","*100%","*0%","*93%","*29%","*86%","*98%","*84%","*92%",0.91,0.9,0.92,0.9,"*79%","*92%",0.95,0.9,0.9,0.5,0.89,0.95,0.91,0.9,0.9,0.91,0.9,0.93,0.9,0.92,0.96,0.89,0.9,1]
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["AGE 14-16",981,220,306,322,133,440,541,243,283,138,184,59,74,355,626,302,679,282,699,273,708,344,637,728,253,758,223,854,127,923,58,951,30,616,365,567,414,910,71,981,0,636,345,256,725,199,782,163,818,116,865,103,878,917,4,17,43,397,558,26,272,709,106,845,56,23,18,845,9]
[null,0.96,"*98%",0.96,0.97,"*89%",0.95,0.96,0.97,0.97,0.96,0.98,"*87%","*91%","*99%","*94%","*98%","*95%","*98%","*95%",0.97,0.95,0.95,0.97,"*99%","*88%","*99%","*87%","*99%","*78%","*100%","*58%","*100%","*42%",0.95,0.97,"*94%","*98%","*99%","*70%","*100%","*0%","*95%","*98%","*93%","*97%",0.97,0.96,0.97,0.96,0.94,0.96,0.98,0.96,0.96,1,0.89,1,0.97,0.96,0.9,0.97,0.96,0.97,0.96,0.95,1,1,0.96,1]
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["AGE 17-19",671,127,213,226,105,307,364,161,179,97,129,49,56,229,442,199,472,187,484,179,492,227,444,419,252,451,220,534,137,593,78,618,53,647,24,602,69,577,94,636,35,671,0,182,489,127,544,122,549,103,568,70,601,613,4,11,43,284,370,17,206,465,65,590,39,8,13,590,5]
[null,0.66,"*57%",0.67,0.68,0.7,0.66,0.65,0.64,0.61,0.67,0.69,0.72,0.69,0.64,0.66,0.65,0.66,0.65,0.66,0.64,0.66,0.62,0.67,"*57%","*88%","*59%","*86%","*62%","*85%","*64%","*78%",0.65,0.74,"*100%","*6%","*100%","*16%","*63%","*93%","*65%","*83%","*100%","*0%",0.66,0.65,0.62,0.67,"*73%","*64%","*84%","*63%",0.67,0.65,"*64%",1,0.57999999999999996,"*100%",0.69,0.63,0.59,"*73%","*63%",0.6,"*67%",0.66,0.35,0.72,"*67%",0.56000000000000005]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 25"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"26","index":27,"n_rows":49,"n_cols":70,"rows_kept":49,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 26/ 1"]
[]
["A7 Which of the following subjects do you have a degree or postgraduate qualification (or equivalent in)?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Maths",275,60,74,84,57,121,154,56,78,37,47,28,29,15,260,20,255,11,264,11,264,264,11,184,91,181,94,212,63,229,46,247,28,178,97,154,121,232,43,256,19,182,93,275,0,12,263,9,266,22,253,5,270,248,3,9,15,58,206,11,37,238,34,235,21,5,6,235,2]
[null,0.27,0.27,0.23,0.25,"*38%",0.26,0.27,0.22,0.27,0.26,0.25,"*41%",0.36,"*4%","*39%","*7%","*36%","*4%","*36%","*4%","*36%","*73%","*2%","*25%","*32%","*24%","*37%","*25%","*39%","*25%","*46%","*26%","*39%",0.28000000000000003,0.26,0.26,0.28999999999999998,"*25%","*43%","*26%","*45%",0.27,0.26,"*100%","*0%","*6%","*32%","*5%","*31%","*18%","*28%","*5%","*29%","*26%",0.75,0.47,0.35,"*14%","*35%",0.38,"*13%","*32%",0.31,0.27,0.36,0.22,0.33,0.27,0.22]
[null,null,null,null,null,"abc",null,null,null,null,null,null,"abcd","a","j","acegj","j","acegj","j","acegj","j","acegj","abcdefghj",null,null,"aceg",null,"acegiklmn",null,"acegiklmn",null,"abcegiklmn",null,"acegiklm",null,null,null,null,null,"acef",null,"acef",null,null,"bcdefghij",null,"b","bcegi","b","bcegi","bcei","bcegi","b","bcegi",null,null,null,null,null,"a",null,null,"a"]
["Biology",206,53,83,55,15,74,132,51,85,19,36,4,11,140,66,93,113,102,104,179,27,22,184,143,63,154,52,179,27,191,15,193,13,125,81,117,89,188,18,199,7,127,79,12,194,206,0,44,162,13,193,0,206,200,0,1,5,105,97,4,57,149,24,180,9,6,6,180,3]
[null,0.2,0.24,"*26%","*17%","*10%","*16%","*24%",0.2,"*29%","*13%",0.19,"*6%",0.14000000000000001,"*39%","*10%","*30%","*16%","*35%","*14%","*64%","*4%","*6%","*28%",0.19,0.22,0.2,0.2,0.21,0.17,0.21,0.15,0.2,0.18,0.19,0.22,0.19,0.21,0.2,0.18,0.2,0.17,0.19,0.22,"*4%","*26%","*100%","*0%","*26%","*19%","*11%","*21%","*0%","*22%","*21%",0,0.05,0.12,"*26%","*17%",0.14000000000000001,0.2,0.2,0.22,0.2,0.15,0.26,0.33,0.2,0.33]
[null,null,"cd","cd",null,null,null,"a","e","acdef",null,"e",null,null,"bcdfhij","hi","bdfhi","bhi","bdfhij","bhi","abcdefhij",null,null,"bdfhi",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"di","adfghi","abdefghij",null,"adfgi","adgi","adi","adgi",null,"adgi",null,null,null,null,"b"]
["Chemistry",168,38,53,59,18,63,105,38,53,20,39,5,13,112,56,68,100,138,30,64,104,18,150,125,43,126,42,147,21,156,12,161,7,115,53,115,53,155,13,163,5,122,46,9,159,44,124,168,0,16,152,2,166,159,0,1,8,82,83,3,43,125,24,140,15,5,3,140,1]
[null,0.16,0.17,0.17,0.18,0.12,"*14%","*19%",0.15,0.18,0.14000000000000001,0.21,"*7%",0.16,"*31%","*8%","*22%","*14%","*48%","*4%","*23%","*14%","*5%","*23%",0.17,0.15,0.16,0.16,0.17,0.13,0.17,0.12,0.17,0.1,0.18,0.14000000000000001,"*19%","*13%",0.17,0.13,0.17,0.12,"*18%","*13%","*3%","*21%","*21%","*15%","*100%","*0%",0.13,0.17,"*2%","*18%",0.17,0,0.05,0.19,"*20%","*14%",0.1,0.15,0.17,0.22,0.16,0.25,0.22,0.17,0.16,0.11]
[null,null,null,null,null,null,null,"a",null,"e",null,"e",null,null,"bcdfghij","fi","bdfhi","bfi","abcdfghij",null,"bdfhi","bfi",null,"bdfhi","n",null,null,null,"n",null,"n",null,"n",null,"n",null,"ln",null,null,null,null,null,"f",null,"f","adfghi","adfi","afi","abcdfghij",null,"afi","afi","f","afi",null,null,null,null,"b"]
["Design and Technology",159,26,51,57,25,90,69,48,29,29,28,13,12,3,156,6,153,3,156,4,155,5,154,136,23,144,15,150,9,151,8,151,8,87,72,83,76,155,4,155,4,90,69,0,159,0,159,1,158,2,157,21,138,145,1,5,8,67,90,2,62,97,6,144,3,2,1,144,0]
[null,0.16,0.12,0.16,0.17,0.17,"*19%","*12%",0.19,"*10%",0.2,0.15,0.19,0.15,"*1%","*23%","*2%","*21%","*1%","*21%","*1%","*21%","*1%","*23%","*18%","*8%","*19%","*6%","*17%","*6%","*16%","*8%",0.16,0.11,"*13%","*19%",0.14000000000000001,0.18,"*17%","*4%",0.16,0.1,"*13%","*20%","*0%","*21%","*0%","*19%","*1%","*18%","*2%","*17%",0.2,0.15,0.15,0.25,0.26,0.19,0.16,0.15,7.0000000000000007E-2,"*22%","*13%","*6%",0.16,"*5%",0.09,0.06,0.16,0]
[null,null,null,null,null,null,"b",null,"b",null,"b",null,"b",null,null,"acegi",null,"acegi",null,"acegi",null,"acegi",null,"acegi","bdfhkm",null,"bdfhkm",null,"bdfhk",null,"bdfh",null,"bdfh",null,"bdf","bdfhkm","bdf","bdfhk","b",null,"b",null,"b","be",null,"acegj",null,"acegj",null,"aceg","a","aceg","aceg","aceg",null,null,null,null,null,null,null,"b",null,null,"a",null,null,null,"a"]
["Physics",123,25,43,39,16,74,49,41,27,22,17,11,5,73,50,108,15,36,87,29,94,26,97,67,56,71,52,91,32,107,16,115,8,96,27,99,24,97,26,116,7,103,20,22,101,13,110,16,107,123,0,4,119,116,0,3,4,66,53,4,50,73,12,109,9,0,3,109,0]
[null,0.12,0.11,0.14000000000000001,0.12,0.11,"*16%","*9%","*16%",0.09,0.15,0.09,0.16,0.06,"*20%","*8%","*35%","*2%",0.13,0.12,0.1,0.13,"*7%","*15%","*9%","*20%","*9%","*20%","*11%","*20%",0.12,0.16,0.12,0.11,"*15%","*7%","*16%","*6%","*11%","*26%",0.12,0.17,"*15%","*6%","*8%","*14%","*6%","*13%",0.1,0.13,"*100%","*0%","*4%","*13%",0.12,0,0.16,0.09,"*16%","*9%",0.14000000000000001,"*18%","*10%",0.11,0.12,0.15,0,0.17,0.12,0]
[null,null,null,null,null,null,"b",null,"bdf",null,"f",null,null,null,"bdefghij","d","abdefghij",null,"bdi","bdi","d","bdi","d","bdi","n","acegiln","n","acegikln","n","acegiln","ln","acln","aln",null,"aceln",null,"acegiln",null,"f","acef","f","f","acf",null,"h","achi","h","achi","h","achi","abcdefhij",null,"h","achi",null,null,null,null,"b",null,null,"b"]
["Engineering",105,15,26,42,22,69,36,25,16,26,16,18,4,23,82,29,76,13,92,7,98,37,68,77,28,88,17,91,14,98,7,99,6,68,37,62,43,100,5,103,2,70,35,5,100,0,105,2,103,4,101,105,0,97,0,1,7,45,60,0,44,61,18,79,10,3,3,79,2]
[null,0.1,"*7%",0.08,0.13,0.15,"*15%","*6%",0.1,"*5%","*18%",0.09,"*26%",0.05,"*6%","*12%",0.09,0.11,"*5%","*13%","*2%","*13%",0.1,0.1,0.1,0.1,"*11%","*7%",0.11,0.09,0.11,7.0000000000000007E-2,0.1,0.08,0.11,0.1,0.1,0.1,0.11,0.05,0.1,0.05,0.1,0.1,"*2%","*13%","*0%","*13%","*1%","*12%","*3%","*11%","*100%","*0%",0.1,0,0.05,0.16,0.11,0.1,0,"*16%","*8%","*17%","*9%",0.17,0.13,0.17,"*9%",0.22]
[null,null,null,null,"a","ab","b",null,"b",null,"abdf",null,"abdf",null,"g","aeg","eg","aeg",null,"aeg",null,"aeg","eg","aeg",null,null,"d",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"j","acegj",null,"acegj","j","acegj","cj","acegj","abcdefghj",null,null,null,null,null,null,null,null,"b",null,"b",null,"d"]
["Other science-related",77,17,20,26,14,33,44,21,16,9,17,3,11,47,30,37,40,36,41,29,48,11,66,65,12,68,9,72,5,72,5,70,7,43,34,38,39,74,3,75,2,44,33,3,74,2,75,6,71,4,73,1,76,74,0,3,0,30,41,6,22,55,4,71,2,1,1,71,0]
[null,0.08,0.08,0.06,0.08,0.09,7.0000000000000007E-2,0.08,0.08,0.05,0.06,0.09,0.04,"*14%","*13%","*5%","*12%","*6%","*13%","*6%","*10%","*6%","*3%","*10%","*9%","*4%","*9%","*4%","*8%","*3%",0.08,0.05,7.0000000000000007E-2,0.1,7.0000000000000007E-2,0.09,0.06,0.09,0.08,0.03,0.08,0.05,7.0000000000000007E-2,0.09,"*1%","*10%","*1%","*9%","*4%","*8%",0.03,0.08,"*1%","*8%",0.08,0,0.16,0,7.0000000000000007E-2,7.0000000000000007E-2,0.21,0.08,7.0000000000000007E-2,0.04,0.08,0.03,0.04,0.06,0.08,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"b","bdfhi",null,"bdfhi",null,"bdfhi",null,"bdfhi","i",null,"bdfhi","bdf",null,"bdf",null,"bdf",null,"bdf",null,"df","df",null,"bdf",null,"bdf",null,null,null,null,null,"b",null,"acegi",null,"acegi",null,"acegi",null,"acei",null,"acegi"]
["Non-science, technology, engineering or maths related subject",62,20,16,17,9,26,36,11,25,11,6,4,5,18,44,9,53,11,51,14,48,29,33,49,13,51,11,51,11,58,4,58,4,32,30,31,31,57,5,60,2,35,27,10,52,2,60,4,58,0,62,1,61,58,0,2,2,28,34,0,19,43,4,56,2,2,0,56,0]
[null,0.06,"*9%",0.05,0.05,0.06,0.06,0.06,0.04,"*9%",0.08,0.03,0.06,0.06,0.05,7.0000000000000007E-2,"*3%","*7%",0.04,7.0000000000000007E-2,0.05,0.06,0.08,0.05,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.04,0.06,7.0000000000000007E-2,0.06,0.04,0.06,0.06,0.05,0.08,0.05,7.0000000000000007E-2,0.06,0.05,0.06,0.05,0.05,0.08,"*4%","*7%","*1%","*7%","*2%","*7%","*0%","*7%","*1%","*7%",0.06,0,0.11,0.05,7.0000000000000007E-2,0.06,0,7.0000000000000007E-2,0.06,0.04,0.06,0.03,0.09,0,0.06,0]
[null,null,null,null,null,null,null,null,null,"d",null,null,null,null,null,"c",null,"ce",null,"c",null,"c","ce",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"g","acegi",null,"acegi",null,"cegi",null,"acegi",null,"cegi"]
["Information and Communications Technology (ICT)",17,1,3,7,6,8,9,2,2,3,4,3,3,1,16,2,15,1,16,1,16,8,9,14,3,13,4,14,3,12,5,15,2,13,4,9,8,14,3,15,2,13,4,7,10,1,16,1,16,1,16,0,17,16,0,1,0,6,11,0,3,14,3,14,2,0,0,14,1]
[null,0.02,"*%",0.01,0.02,"*4%",0.02,0.02,0.01,0.01,0.02,0.02,0.04,0.04,"**%","*2%",0.01,0.02,"**%","*2%","**%","*2%",0.02,0.01,0.02,0.01,0.02,0.02,0.02,0.02,"*1%","*5%",0.02,0.03,0.02,0.01,0.01,0.02,0.02,0.03,0.02,0.05,0.02,0.01,0.03,0.01,"*%",0.02,0.01,0.02,0.01,0.02,0,0.02,0.02,0,0.05,0,0.01,0.02,0,0.01,0.02,0.03,0.02,0.03,0,0,0.02,0.11]
[null,null,null,null,null,"ab",null,null,null,null,null,null,"ab","b",null,"aeg",null,"aeg",null,"aeg",null,"aeg","aeg",null,null,null,null,null,null,null,null,"bcegilm"]
["Other",23,5,4,8,6,14,9,6,3,4,4,4,2,3,20,7,16,3,20,2,21,13,10,17,6,18,5,17,6,20,3,22,1,11,12,6,17,19,4,22,1,11,12,5,18,1,22,0,23,3,20,2,21,23,0,0,0,8,13,2,7,16,2,18,1,1,0,18,0]
[null,0.02,0.02,0.01,0.02,0.04,0.03,0.02,0.02,0.01,0.03,0.02,"*6%",0.02,"*1%","*3%",0.02,0.02,0.01,0.03,"*1%","*3%","*4%","*2%",0.02,0.02,0.02,0.02,0.02,0.04,0.02,0.03,0.02,0.01,0.02,0.03,"*1%","*4%",0.02,0.04,0.02,0.02,0.02,0.03,0.02,0.02,"*%",0.03,"*0%","*3%",0.02,0.02,0.02,0.02,0.02,0,0,0,0.02,0.02,7.0000000000000007E-2,0.02,0.02,0.02,0.02,0.02,0.04,0,0.02,0]
[null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"ag",null,null,null,"ag",null,"ag","aegj",null,null,null,null,null,null,"m",null,null,null,null,null,"m",null,"ekm",null,null,null,null,null,null,null,"e",null,"e",null,"e","e",null,null,"e"]
["STEM subject",973,206,302,321,144,443,530,237,271,140,181,66,78,342,631,296,677,279,694,269,704,338,635,696,277,724,249,819,154,876,97,904,69,625,348,581,392,876,97,932,41,646,327,275,698,206,767,168,805,123,850,105,868,908,4,19,42,393,552,28,267,706,103,842,56,20,18,842,9]
[null,0.95,"*92%",0.95,0.97,0.97,0.96,0.94,0.95,"*93%",0.97,0.96,0.97,0.96,0.96,0.95,0.96,0.95,0.97,0.94,0.96,0.95,"*93%","*96%",0.95,0.97,0.94,0.97,0.95,0.95,0.95,0.97,0.95,0.96,"*97%","*93%","*97%","*93%",0.95,0.96,0.95,0.98,"*96%","*93%","*100%","*93%","*100%","*94%","*100%","*94%","*100%","*94%","*100%","*95%",0.95,1,1,0.98,0.96,0.95,0.97,0.95,0.95,0.94,0.95,0.95,0.87,1,0.95,1]
[null,null,null,null,"a",null,null,null,null,null,null,null,null,null,null,null,"i",null,"i",null,null,null,null,"i",null,"l",null,"ln",null,null,null,null,null,null,"cln",null,"ln",null,null,null,null,null,"f",null,"bdfhj",null,"bdfhj",null,"bdfhj",null,"bdfhj",null,"bdfhj"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 26"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"28","index":28,"n_rows":58,"n_cols":70,"rows_kept":58,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 28/ 1"]
[]
["AA2 Have you taken part in a science, technology, engineering or maths careers activity within the last 12 months?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["No",583,130,180,182,91,256,327,131,179,87,95,38,53,152,431,122,461,126,457,116,467,264,319,421,162,438,145,485,98,522,61,537,46,355,228,329,254,523,60,558,25,370,213,206,377,97,486,83,500,53,530,60,523,545,2,14,22,0,583,0,102,481,66,502,33,17,11,502,5]
[null,0.56999999999999995,0.57999999999999996,0.56999999999999995,0.55000000000000004,0.61,0.55000000000000004,0.57999999999999996,0.52,0.61,0.6,"*51%",0.56000000000000005,0.65,"*43%","*65%","*40%","*64%","*44%","*62%","*41%","*63%","*73%","*48%",0.56999999999999995,0.56000000000000005,0.56999999999999995,0.56999999999999995,0.56000000000000005,0.6,0.56999999999999995,0.61,0.56000000000000005,0.64,0.55000000000000004,0.61,0.55000000000000004,0.6,0.56999999999999995,0.59,0.56999999999999995,0.6,0.55000000000000004,0.61,"*75%","*50%","*47%","*59%","*49%","*58%","*43%","*59%",0.56999999999999995,0.56999999999999995,0.56999999999999995,0.5,0.74,0.51,"*0%","*100%",0,"*36%","*65%",0.61,0.56999999999999995,0.56000000000000005,0.74,0.61,0.56999999999999995,0.56000000000000005]
[null,null,null,null,null,null,null,null,null,"ad",null,null,null,"ad",null,"acegj",null,"acegj",null,"acegj",null,"acegj","abcdefghj","cg",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bcdefghij",null,null,"bceg",null,"bceg",null,"bceg","g","bcg",null,null,null,null,null,"a",null,null,"a"]
["Yes - Big Bang Near Me",103,35,32,31,5,51,52,38,29,11,20,2,3,60,43,51,52,51,52,50,53,12,91,81,22,81,22,89,14,90,13,97,6,65,38,57,46,94,9,99,4,65,38,9,94,43,60,20,83,13,90,5,98,101,0,0,2,103,0,0,42,61,9,93,5,1,2,93,1]
[null,0.1,"*16%",0.1,0.09,"*3%",0.11,0.09,"*15%",0.1,0.08,0.11,"*3%","*4%","*17%","*6%","*17%","*7%","*18%","*7%","*18%","*7%","*3%","*14%",0.11,0.08,0.11,0.09,0.1,0.09,0.1,0.13,0.1,0.08,0.1,0.1,0.09,0.11,0.1,0.09,0.1,0.1,0.1,0.11,"*3%","*13%","*21%","*7%",0.12,0.1,0.11,0.1,0.05,0.11,"*11%",0,0,0.05,"*25%","*0%",0,"*15%","*8%",0.08,0.11,0.08,0.04,0.11,0.11,0.11]
[null,null,"cd","d","d",null,null,null,"cef",null,null,null,null,null,"bdfhi","i","bdfhi","i","bdfhi","i","bdfhi","i",null,"bdfhi",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"adi","abdefghij","a","adi","a","a","a",null,"ad",null,null,null,null,"b",null,null,"b"]
["Yes - Big Bang UK Fair",92,24,37,26,5,41,51,29,32,8,18,4,1,62,30,53,39,47,45,51,41,14,78,74,18,73,19,84,8,86,6,87,5,52,40,50,42,86,6,88,4,55,37,8,84,33,59,25,67,11,81,8,84,90,0,2,0,92,0,0,46,46,14,76,13,0,0,76,1]
[null,0.09,0.11,"*12%",0.08,"*3%",0.09,0.09,0.12,0.11,0.06,0.1,0.06,"*1%","*17%","*5%","*17%","*5%","*16%","*6%","*18%","*6%","*4%","*12%",0.1,0.06,0.1,7.0000000000000007E-2,"*10%","*5%",0.09,0.06,0.09,7.0000000000000007E-2,0.08,0.11,0.08,0.1,0.09,0.06,0.09,0.1,0.08,0.11,"*3%","*11%","*16%","*7%","*15%","*8%",0.09,0.09,0.08,0.09,0.09,0,0.11,"*0%","*22%","*0%",0,"*16%","*6%",0.13,0.09,"*22%",0,0,0.09,0.11]
[null,null,"d","d",null,null,null,null,"cf","f",null,"f",null,null,"bdfhij",null,"bdfhij",null,"bdfhi",null,"bdfhij",null,null,"bdfhi","f",null,null,null,"f",null,null,null,null,null,null,"bf",null,null,null,null,null,null,null,null,null,"adf","adfhij","a","adfhj","a","a","a","a","a","d",null,null,null,"b",null,null,"b",null,null,null,"d"]
["Yes - Tomorrow's Engineers",55,18,15,20,2,26,29,17,16,8,12,1,1,33,22,30,25,26,29,28,27,9,46,47,8,50,5,52,3,49,6,51,4,26,29,24,31,54,1,53,2,26,29,5,50,16,39,10,45,9,46,8,47,52,0,1,2,55,0,0,37,18,8,46,4,1,1,46,2]
[null,0.05,"*8%",0.05,0.06,"*1%",0.06,0.05,7.0000000000000007E-2,0.05,0.06,0.06,0.01,0.01,"*9%","*3%","*10%","*3%","*9%","*4%","*10%","*4%","*2%","*7%","*6%","*3%","*7%","*2%","*6%","*2%",0.05,0.06,0.05,0.06,"*4%","*8%","*4%","*7%","*6%","*1%",0.05,0.05,"*4%","*8%","*2%","*7%",0.08,0.05,0.06,0.05,7.0000000000000007E-2,0.05,0.08,0.05,0.05,0,0.05,0.05,"*13%","*0%",0,"*13%","*2%",7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.04,0.06,0.05,0.22]
[null,null,"d",null,"d",null,null,null,null,null,null,null,null,null,"bdfhi",null,"bdfhi",null,"bdfhi",null,"bdfhi",null,null,"bdfhi","bdfk",null,"bdfkm",null,"bdf",null,"d","d","d",null,null,"bdfkm",null,"bdfkm","b",null,null,null,null,"be",null,"a","a","a","a","a","a","a","a","a",null,null,null,null,"b",null,null,"b"]
["Yes - STEM activity",49,5,12,22,10,20,29,7,10,8,14,5,5,17,32,16,33,8,41,10,39,15,34,31,18,37,12,40,9,44,5,46,3,34,15,32,17,41,8,47,2,35,14,7,42,9,40,4,45,6,43,11,38,43,0,2,4,49,0,0,24,25,3,41,2,0,0,41,1]
[null,0.05,"*2%",0.04,7.0000000000000007E-2,7.0000000000000007E-2,0.04,0.05,0.03,0.03,0.06,7.0000000000000007E-2,7.0000000000000007E-2,0.06,0.05,0.05,0.05,0.05,0.03,0.06,0.04,0.05,0.04,0.05,0.04,0.06,0.05,0.05,0.05,0.06,0.05,0.05,0.05,0.04,0.05,0.04,0.05,0.04,0.04,0.08,0.05,0.05,0.05,0.04,"*3%","*6%",0.04,0.05,0.02,0.05,0.05,0.05,"*10%","*4%",0.04,0,0.11,0.09,"*12%","*0%",0,"*9%","*3%",0.03,0.05,0.03,0,0,0.05,0.11]
[null,null,null,null,"a","a",null,null,null,null,null,"ab",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,null,null,null,"acdefhj",null,null,null,null,null,"b",null,null,"b"]
["Yes - Visit from industry",43,10,9,17,7,16,27,7,12,7,10,2,5,20,23,21,22,18,25,14,29,10,33,31,12,30,13,38,5,41,2,39,4,29,14,28,15,41,2,41,2,31,12,6,37,7,36,8,35,11,32,2,41,41,1,0,1,43,0,0,17,26,5,36,4,0,1,36,0]
[null,0.04,0.04,0.03,0.05,0.05,0.03,0.05,0.03,0.04,0.05,0.05,0.03,0.06,0.06,0.03,"*7%","*3%","*6%","*3%",0.05,0.04,0.03,0.05,0.04,0.04,0.04,0.05,0.04,0.03,0.04,0.02,0.04,0.06,0.04,0.04,0.05,0.04,0.04,0.02,0.04,0.05,0.05,0.03,0.02,0.05,0.03,0.04,0.05,0.04,"*9%","*4%",0.02,0.04,0.04,0.25,0,0.02,"*10%","*0%",0,0.06,0.04,0.05,0.04,7.0000000000000007E-2,0,0.06,0.04,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d",null,"bdfhi",null,"dfi",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"acdfhij",null,null,null,null,null,null,null,"b"]
["Yes - Year of Engineering",28,7,5,13,3,14,14,5,7,6,7,3,0,13,15,10,18,9,19,12,16,5,23,22,6,21,7,22,6,23,5,25,3,21,7,19,9,23,5,25,3,21,7,2,26,7,21,5,23,2,26,4,24,27,1,0,0,28,0,0,27,1,2,26,2,0,0,26,0]
[null,0.03,0.03,0.02,0.04,0.02,0.03,0.02,0.02,0.02,0.04,0.04,0.04,0,0.04,0.02,0.03,0.03,0.03,0.03,0.04,0.02,"*1%","*3%",0.03,0.02,0.03,0.03,0.03,0.04,0.02,0.05,0.03,0.04,0.03,0.02,0.03,0.02,0.02,0.05,0.03,7.0000000000000007E-2,0.03,0.02,"*1%","*3%",0.03,0.03,0.03,0.03,0.02,0.03,0.04,0.03,0.03,0.25,0,0,"*7%","*0%",0,"*10%","**%",0.02,0.03,0.03,0,0,0.03,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i",null,null,"i",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"f",null,null,null,"a","a",null,null,null,null,"a","a",null,null,null,null,null,"b",null,null,"b"]
["Yes - Visit to industry",28,6,7,13,2,15,13,6,7,7,6,2,0,13,15,12,16,10,18,10,18,4,24,21,7,21,7,24,4,26,2,27,1,20,8,20,8,26,2,27,1,21,7,1,27,5,23,9,19,4,24,3,25,27,0,0,1,28,0,0,13,15,0,25,0,0,0,25,0]
[null,0.03,0.03,0.02,0.04,0.01,0.03,0.02,0.02,0.02,0.05,0.03,0.03,0,0.04,0.02,0.04,0.02,0.03,0.02,0.04,0.02,"*1%","*4%",0.03,0.02,0.03,0.03,0.03,0.02,0.03,0.02,0.03,0.01,0.03,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0.03,0.02,"**%","*4%",0.02,0.03,"*5%","*2%",0.03,0.03,0.03,0.03,0.03,0,0,0.02,"*7%","*0%",0,"*5%","*2%",0,0.03,0,0,0,0.03,0]
[null,null,null,null,null,null,null,null,null,null,"f",null,null,null,"i",null,"i",null,"i",null,"i",null,null,"i",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a","a","a","af","a","a","a","a","a",null,null,null,null,"b",null,null,"b"]
["Yes - higher education hosted/produced activity",26,5,9,6,6,11,15,8,6,1,5,2,4,12,14,10,16,6,20,13,13,6,20,14,12,17,9,17,9,24,2,24,2,22,4,22,4,20,6,25,1,22,4,4,22,10,16,6,20,3,23,3,23,25,0,0,1,26,0,0,4,22,3,21,1,1,1,21,0]
[null,0.03,0.02,0.03,0.02,0.04,0.02,0.03,0.03,0.02,0.01,0.03,0.03,0.05,0.03,0.02,0.03,0.02,0.02,0.03,"*5%","*2%",0.02,0.03,"*2%","*4%",0.02,0.04,"*2%","*6%",0.03,0.02,0.03,0.03,"*3%","*1%","*4%","*1%","*2%","*6%",0.03,0.02,"*3%","*1%",0.01,0.03,"*5%","*2%",0.04,0.02,0.02,0.03,0.03,0.03,0.03,0,0,0.02,"*6%","*0%",0,0.01,0.03,0.03,0.02,0.02,0.04,0.06,0.02,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"c",null,null,null,null,null,null,"bdhi",null,null,null,null,"aeln",null,"ln",null,"acegiln","n",null,null,null,"ln",null,"aeln",null,null,"af",null,null,"f",null,null,null,"ad",null,null,null,null,null,null,null,null,null,null,null,"b"]
["Yes - Science club/competition",26,2,10,10,4,12,14,6,6,2,8,4,0,8,18,10,16,5,21,5,21,2,24,20,6,21,5,23,3,24,2,24,2,21,5,21,5,25,1,26,0,21,5,0,26,2,24,2,24,3,23,7,19,25,0,0,1,26,0,0,16,10,1,22,0,0,1,22,0]
[null,0.03,0.01,0.03,0.03,0.03,0.03,0.02,0.02,0.02,0.01,0.04,0.06,0,0.02,0.03,0.03,0.02,0.02,0.03,0.02,0.03,"*1%","*4%",0.03,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0.03,0.03,0.03,0.01,"*3%","*1%",0.03,0.01,0.03,0,0.03,0.01,"*0%","*3%",0.01,0.03,0.01,0.03,0.02,0.03,"*7%","*2%",0.03,0,0,0.02,"*6%","*0%",0,"*6%","*1%",0.01,0.02,0,0,0.06,0.02,0]
[null,null,null,null,null,null,null,null,null,null,null,null,"f",null,null,"i","i","i",null,"i",null,"i",null,"i",null,null,null,null,null,null,null,null,null,null,"n",null,"ln",null,null,null,null,null,null,null,null,"a",null,"a",null,"a","a","a","acdefhj","a",null,null,null,null,"b",null,null,"b"]
["Yes - STEM related fair/festival",19,2,5,5,7,8,11,2,5,3,2,3,4,8,11,10,9,8,11,6,13,5,14,11,8,12,7,15,4,16,3,17,2,15,4,16,3,18,1,18,1,16,3,4,15,2,17,5,14,5,14,3,16,17,0,0,2,19,0,0,10,9,1,17,0,0,1,17,0]
[null,0.02,0.01,0.02,0.02,"*5%",0.02,0.02,0.01,0.02,0.02,0.01,0.04,"*5%",0.02,0.02,"*3%","*1%",0.03,0.01,0.02,0.02,0.01,0.02,0.01,0.03,0.02,0.03,0.02,0.02,0.02,0.03,0.02,0.03,0.02,0.01,"*3%","*1%",0.02,0.01,0.02,0.02,0.02,0.01,0.01,0.02,0.01,0.02,0.03,0.02,0.04,0.02,0.03,0.02,0.02,0,0,0.05,"*5%","*0%",0,"*4%","*1%",0.01,0.02,0,0,0.06,0.02,0]
[null,null,null,null,null,"abc",null,null,null,null,null,null,"a","ad",null,null,"d",null,null,null,null,null,null,null,null,"n",null,"n",null,null,null,null,null,null,"n",null,"n",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"b"]
["Yes – Other",73,10,25,20,18,31,42,14,21,7,13,10,8,32,41,28,45,27,46,25,48,21,52,49,24,51,22,59,14,69,4,71,2,53,20,48,25,66,7,73,0,54,19,17,56,14,59,14,59,13,60,7,66,64,0,2,7,73,0,0,26,47,6,64,2,3,0,64,1]
[null,7.0000000000000007E-2,0.04,0.08,0.06,"*12%",7.0000000000000007E-2,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.05,7.0000000000000007E-2,"*15%",0.1,0.09,0.06,0.09,0.06,0.09,0.06,0.09,0.06,0.06,0.08,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.09,7.0000000000000007E-2,0.09,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.03,0.08,0.05,0.08,0.06,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0,0.08,0.05,0.06,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.11,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,"*7%",0,0.11,"*16%","*18%","*0%",0,0.09,0.06,0.06,7.0000000000000007E-2,0.03,0.13,0,7.0000000000000007E-2,0.11]
[null,null,null,null,null,"ac",null,null,null,null,null,null,"abc",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a","b"]
["Don't know",29,11,9,8,1,18,11,13,7,4,4,1,0,8,21,9,20,6,23,7,22,14,15,22,7,23,6,24,5,24,5,26,3,17,12,15,14,26,3,26,3,17,12,11,18,4,25,3,26,4,25,0,29,28,0,0,1,0,0,29,5,24,1,28,1,0,0,28,0]
[null,0.03,"*5%",0.03,0.02,0.01,0.04,0.02,"*5%",0.02,0.03,0.02,0.01,0,0.02,0.03,0.03,0.03,0.02,0.03,0.02,0.03,0.04,0.02,0.03,0.02,0.03,0.02,0.03,0.03,0.03,0.05,0.03,0.04,0.03,0.03,0.02,0.03,0.03,0.03,0.03,7.0000000000000007E-2,0.03,0.03,0.04,0.02,0.02,0.03,0.02,0.03,0.03,0.03,0,0.03,0.03,0,0,0.02,"*0%","*0%",1,0.02,0.03,0.01,0.03,0.02,0,0,0.03,0]
[null,null,"d",null,null,null,null,null,"f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i"]
["YES",411,83,129,142,57,188,223,106,106,53,89,29,28,197,214,176,235,156,255,158,253,86,325,293,118,306,105,352,59,377,34,388,23,275,136,258,153,373,38,397,14,284,127,58,353,105,306,82,329,66,345,45,366,384,2,5,20,411,0,0,174,237,42,353,25,6,7,353,4]
[null,0.4,0.37,0.41,0.43,0.38,0.41,0.4,0.42,0.36,0.37,"*47%",0.43,0.35,"*55%","*32%","*57%","*33%","*54%","*35%","*56%","*34%","*24%","*49%",0.4,0.41,0.4,0.41,0.41,0.36,0.41,0.34,0.41,0.32,"*43%","*36%","*43%","*36%",0.4,0.38,0.4,0.33,0.42,0.36,"*21%","*47%","*51%","*37%","*49%","*38%","*54%","*38%",0.43,0.4,0.4,0.5,0.26,0.47,"*100%","*0%",0,"*62%","*32%",0.39,0.4,0.42,0.26,0.39,0.4,0.44]
[null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"bdfhi","i","bdfhij","i","bdfhi","i","bdfhi","i",null,"bdfhi",null,null,null,null,null,null,null,null,null,null,"ln",null,"ln",null,null,null,null,null,null,null,null,"adfhj","adfhj","a","adfhj","a","adfhj","a","a","a",null,null,null,null,"b",null,null,"b"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 27"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"30","index":29,"n_rows":37,"n_cols":68,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 30/ 1"]
[]
["AA3 Did you take back any information or resources from the event?"]
[]
["Base: All who have taken part in a careers activity"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months","Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","*j","k","l","m","n","a","b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d",null,"a","b","a","b","*a","*b","*c","d","*e"]
["Total",411,83,129,142,57,188,223,106,106,53,89,29,28,197,214,176,235,156,255,158,253,86,325,293,118,306,105,352,59,377,34,388,23,275,136,258,153,373,38,397,14,284,127,58,353,105,306,82,329,66,345,45,366,384,2,5,20,411,174,237,42,353,25,6,7,353,4]
["Yes - Careers information",247,49,74,97,27,117,130,66,57,38,59,13,14,131,116,113,134,96,151,103,144,43,204,179,68,186,61,214,33,227,20,232,15,163,84,153,94,226,21,239,8,168,79,30,217,67,180,50,197,46,201,28,219,233,2,2,10,247,130,117,27,212,18,4,4,212,1]
[null,0.6,0.59,0.56999999999999995,"*68%","*47%",0.62,0.57999999999999996,0.62,0.54,0.72,0.66,0.45,0.5,"*66%","*54%",0.64,0.56999999999999995,0.62,0.59,0.65,0.56999999999999995,"*50%","*63%",0.61,0.57999999999999996,0.61,0.57999999999999996,0.61,0.56000000000000005,0.6,0.59,0.6,0.65,0.59,0.62,0.59,0.61,0.61,0.55000000000000004,0.6,0.56999999999999995,0.59,0.62,0.52,0.61,0.64,0.59,0.61,0.6,0.7,0.57999999999999996,0.62,0.6,0.61,1,0.4,0.5,0.6,"*75%","*49%",0.64,0.6,0.72,0.67,0.56999999999999995,0.6,0.25]
[null,null,null,null,"d",null,null,null,null,null,"b",null,null,null,"bdhi",null,"bi",null,null,null,"bi",null,null,"bi",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,null,null,null,null,null,"b"]
["Yes - Educational resources",183,41,63,59,20,91,92,54,50,26,33,11,9,105,78,89,94,79,104,86,97,27,156,136,47,140,43,158,25,169,14,176,7,118,65,114,69,170,13,179,4,122,61,15,168,62,121,48,135,28,155,18,165,173,1,3,6,183,83,100,17,158,10,3,3,158,1]
[null,0.45,0.49,0.49,0.42,0.35,0.48,0.41,0.51,0.47,0.49,0.37,0.38,0.32,"*53%","*36%","*51%","*40%",0.51,0.41,"*54%","*38%","*31%","*48%",0.46,0.4,0.46,0.41,0.45,0.42,0.45,0.41,0.45,0.3,0.43,0.48,0.44,0.45,0.46,0.34,0.45,0.28999999999999998,0.43,0.48,"*26%","*48%","*59%","*40%","*59%","*41%",0.42,0.45,0.4,0.45,0.45,0.5,0.6,0.3,0.45,0.48,0.42,0.4,0.45,0.4,0.5,0.43,0.45,0.25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdfhi",null,"bdfhi",null,"bdhi",null,"bdfhi",null,null,"bhi",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ad","abdfghij","a","adfhij","a",null,"a",null,"a"]
["Yes - Information about exhibitors",172,38,54,63,17,88,84,49,43,28,35,11,6,98,74,82,90,74,98,71,101,30,142,134,38,137,35,149,23,154,18,158,14,120,52,110,62,158,14,162,10,121,51,17,155,45,127,43,129,25,147,22,150,163,0,3,6,172,86,86,19,147,12,1,3,147,3]
[null,0.42,0.46,0.42,0.44,"*30%",0.47,0.38,0.46,0.41,0.53,0.39,0.38,0.21,"*50%","*35%",0.47,0.38,0.47,0.38,0.45,0.4,0.35,0.44,"*46%","*32%","*45%","*33%",0.42,0.39,0.41,0.53,0.41,0.61,0.44,0.38,0.43,0.41,0.42,0.37,0.41,0.71,0.43,0.4,"*29%","*44%",0.43,0.42,"*52%","*39%",0.38,0.43,0.49,0.41,0.42,0,0.6,0.3,0.42,"*49%","*36%",0.45,0.42,0.48,0.17,0.43,0.42,0.75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdfhi",null,"b",null,"b",null,"b",null,null,"b","bd",null,"bd",null,null,null,null,"bd",null,null,"b",null,null,null,null,null,null,null,null,null,null,"a",null,null,"af",null,null,null,"a",null,null,null,null,null,null,"b"]
["Yes - something else",10,1,6,2,1,3,7,3,4,0,2,0,1,4,6,4,6,5,5,4,6,2,8,8,2,8,2,9,1,9,1,9,1,7,3,7,3,9,1,10,0,7,3,0,10,0,10,4,6,0,10,2,8,9,0,0,1,10,4,6,0,10,0,0,0,10,0]
[null,0.02,0.01,"*5%",0.01,0.02,0.02,0.03,0.03,0.04,0,0.02,0,0.04,0.02,0.03,0.02,0.03,0.03,0.02,0.03,0.02,0.02,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0.02,0.03,0.02,0.04,0.03,0.02,0.03,0.02,0.02,0.03,0.03,0,0.02,0.02,0,0.03,0,0.03,0.05,0.02,0,0.03,0.04,0.02,0.02,0,0,0.05,0.02,0.02,0.03,0,0.03,0,0,0,0.03,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"c",null,null,null,"c"]
["No, nothing",72,15,22,19,16,29,43,14,23,7,12,8,8,25,47,29,43,20,52,21,51,20,52,46,26,51,21,65,7,68,4,70,2,50,22,49,23,66,6,71,1,53,19,16,56,14,58,11,61,15,57,7,65,66,0,0,6,72,16,56,7,59,2,1,3,59,1]
[null,0.18,0.18,0.17,0.13,"*28%",0.15,0.19,0.13,0.22,0.13,0.13,0.28000000000000003,0.28999999999999998,"*13%","*22%",0.16,0.18,0.13,0.2,0.13,0.2,0.23,0.16,0.16,0.22,0.17,0.2,0.18,0.12,0.18,0.12,0.18,0.09,0.18,0.16,0.19,0.15,0.18,0.16,0.18,7.0000000000000007E-2,0.19,0.15,"*28%","*16%",0.13,0.19,0.13,0.19,0.23,0.17,0.16,0.18,0.17,0,0,0.3,0.18,"*9%","*24%",0.17,0.17,0.08,0.17,0.43,0.17,0.25]
[null,null,null,null,null,"c",null,null,null,null,null,null,null,null,null,"aeg",null,null,null,"a",null,"a","aeg",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bceh",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Don't know",16,5,5,4,2,9,7,6,4,2,2,1,1,7,9,7,9,9,7,6,10,4,12,14,2,12,4,12,4,16,0,16,0,7,9,7,9,15,1,16,0,7,9,2,14,5,11,2,14,1,15,0,16,16,0,0,0,16,5,11,0,16,0,0,0,16,0]
[null,0.04,0.06,0.04,0.03,0.04,0.05,0.03,0.06,0.04,0.04,0.02,0.03,0.04,0.04,0.04,0.04,0.04,0.06,0.03,0.04,0.04,0.05,0.04,0.05,0.02,0.04,0.04,0.03,7.0000000000000007E-2,0.04,0,0.04,0,"*3%","*7%",0.03,0.06,0.04,0.03,0.04,0,"*2%","*7%",0.03,0.04,0.05,0.04,0.02,0.04,0.02,0.04,0,0.04,0.04,0,0,0,0.04,0.03,0.05,0,0.05,0,0,0,0.05,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"k",null,null,null,null,null,null,null,"e"]
["YES",323,63,102,119,39,150,173,86,79,44,75,20,19,165,158,140,183,127,196,131,192,62,261,233,90,243,80,275,48,293,30,302,21,218,105,202,121,292,31,310,13,224,99,40,283,86,237,69,254,50,273,38,285,302,2,5,14,323,153,170,35,278,23,5,4,278,3]
[null,0.79,0.76,0.79,0.84,"*68%",0.8,0.78,0.81,0.75,0.83,0.84,0.69,0.68,"*84%","*74%",0.8,0.78,0.81,0.77,0.83,0.76,0.72,0.8,0.8,0.76,0.79,0.76,0.78,0.81,0.78,0.88,0.78,0.91,0.79,0.77,0.78,0.79,0.78,0.82,0.78,0.93,0.79,0.78,0.69,0.8,0.82,0.77,0.84,0.77,0.76,0.79,0.84,0.78,0.79,1,1,0.7,0.79,"*88%","*72%",0.83,0.79,0.92,0.83,0.56999999999999995,0.79,0.75]
[null,null,null,null,"d",null,null,null,null,null,null,null,null,null,"bhi",null,null,null,null,null,"bi",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,null,null,null,null,null,null,null,"b"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b - a,b - a,b,c,d,e"]
["Page 28"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"31","index":30,"n_rows":22,"n_cols":68,"rows_kept":22,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 31/ 1"]
[]
["AA4-1 Have you used the information or resources in any of the following ways? - Incorporated examples / case studies in your own  teaching"]
[]
["Base: All who took information or resources from an event"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months","Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","*j","k","l","m","n","a","b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d",null,"a","b","a","b","*a","*b","*c","d","*e"]
["Total",323,63,102,119,39,150,173,86,79,44,75,20,19,165,158,140,183,127,196,131,192,62,261,233,90,243,80,275,48,293,30,302,21,218,105,202,121,292,31,310,13,224,99,40,283,86,237,69,254,50,273,38,285,302,2,5,14,323,153,170,35,278,23,5,4,278,3]
["Yes",207,37,69,76,25,103,104,61,45,33,43,9,16,104,103,93,114,82,125,87,120,40,167,148,59,153,54,178,29,189,18,196,11,140,67,133,74,187,20,200,7,145,62,29,178,52,155,41,166,34,173,24,183,194,1,2,10,207,98,109,20,179,13,3,1,179,3]
[null,0.64,0.59,0.68,0.64,0.64,0.69,0.6,0.71,0.56999999999999995,0.75,0.56999999999999995,0.45,0.84,0.63,0.65,0.66,0.62,0.65,0.64,0.66,0.63,0.65,0.64,0.64,0.66,0.63,0.68,0.65,0.6,0.65,0.6,0.65,0.52,0.64,0.64,0.66,0.61,0.64,0.65,0.65,0.54,0.65,0.63,0.73,0.63,0.6,0.65,0.59,0.65,0.68,0.63,0.63,0.64,0.64,0.5,0.4,0.71,0.64,0.64,0.64,0.56999999999999995,0.64,0.56999999999999995,0.6,0.25,0.64,1]
[null,null,null,null,null,null,null,null,null,null,"b"]
["No",116,26,33,43,14,47,69,25,34,11,32,11,3,61,55,47,69,45,71,44,72,22,94,85,31,90,26,97,19,104,12,106,10,78,38,69,47,105,11,110,6,79,37,11,105,34,82,28,88,16,100,14,102,108,1,3,4,116,55,61,15,99,10,2,3,99,0]
[null,0.36,0.41,0.32,0.36,0.36,0.31,0.4,0.28999999999999998,0.43,0.25,0.43,0.55000000000000004,0.16,0.37,0.35,0.34,0.38,0.35,0.36,0.34,0.38,0.35,0.36,0.36,0.34,0.37,0.33,0.35,0.4,0.35,0.4,0.35,0.48,0.36,0.36,0.34,0.39,0.36,0.35,0.35,0.46,0.35,0.37,0.28000000000000003,0.37,0.4,0.35,0.41,0.35,0.32,0.37,0.37,0.36,0.36,0.5,0.6,0.28999999999999998,0.36,0.36,0.36,0.43,0.36,0.43,0.4,0.75,0.36,0]
[null,null,null,null,null,null,null,null,null,"c"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b - a,b - a,b,c,d,e"]
["Page 29"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"32","index":31,"n_rows":22,"n_cols":68,"rows_kept":22,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 32/ 1"]
[]
["AA4-2 Have you used the information or resources in any of the following ways? - Incorporated a practical activity in your own teaching"]
[]
["Base: All who took information or resources from an event"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months","Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","*j","k","l","m","n","a","b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d",null,"a","b","a","b","*a","*b","*c","d","*e"]
["Total",323,63,102,119,39,150,173,86,79,44,75,20,19,165,158,140,183,127,196,131,192,62,261,233,90,243,80,275,48,293,30,302,21,218,105,202,121,292,31,310,13,224,99,40,283,86,237,69,254,50,273,38,285,302,2,5,14,323,153,170,35,278,23,5,4,278,3]
["Yes",167,31,58,61,17,76,91,46,43,23,38,7,10,89,78,76,91,68,99,71,96,33,134,117,50,126,41,149,18,153,14,156,11,109,58,102,65,152,15,159,8,113,54,24,143,48,119,35,132,21,146,23,144,155,1,3,8,167,86,81,18,143,12,2,3,143,1]
[null,0.52,0.49,0.56999999999999995,0.51,0.44,0.51,0.53,0.53,0.54,0.52,0.51,0.35,0.53,0.54,0.49,0.54,0.5,0.54,0.51,0.54,0.5,0.53,0.51,0.5,0.56000000000000005,0.52,0.51,"*54%","*38%",0.52,0.47,0.52,0.52,0.5,0.55000000000000004,0.5,0.54,0.52,0.48,0.51,0.62,0.5,0.55000000000000004,0.6,0.51,0.56000000000000005,0.5,0.51,0.52,0.42,0.53,0.61,0.51,0.51,0.5,0.6,0.56999999999999995,0.52,0.56000000000000005,0.48,0.51,0.51,0.52,0.4,0.75,0.51,0.33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"f",null,null,"f",null,null,null,null,null,null,"f"]
["No",156,32,44,58,22,74,82,40,36,21,37,13,9,76,80,64,92,59,97,60,96,29,127,116,40,117,39,126,30,140,16,146,10,109,47,100,56,140,16,151,5,111,45,16,140,38,118,34,122,29,127,15,141,147,1,2,6,156,67,89,17,135,11,3,1,135,2]
[null,0.48,0.51,0.43,0.49,0.56000000000000005,0.49,0.47,0.47,0.46,0.48,0.49,0.65,0.47,0.46,0.51,0.46,0.5,0.46,0.49,0.46,0.5,0.47,0.49,0.5,0.44,0.48,0.49,"*46%","*63%",0.48,0.53,0.48,0.48,0.5,0.45,0.5,0.46,0.48,0.52,0.49,0.38,0.5,0.45,0.4,0.49,0.44,0.5,0.49,0.48,0.57999999999999996,0.47,0.39,0.49,0.49,0.5,0.4,0.43,0.48,0.44,0.52,0.49,0.49,0.48,0.6,0.25,0.49,0.67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bel"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b - a,b - a,b,c,d,e"]
["Page 30"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"33","index":32,"n_rows":22,"n_cols":68,"rows_kept":22,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 33/ 1"]
[]
["AA4-3 Have you used the information or resources in any of the following ways? - Used or referred to in informal discussions with pupils"]
[]
["Base: All who took information or resources from an event"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months","Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","*j","k","l","m","n","a","b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d",null,"a","b","a","b","*a","*b","*c","d","*e"]
["Total",323,63,102,119,39,150,173,86,79,44,75,20,19,165,158,140,183,127,196,131,192,62,261,233,90,243,80,275,48,293,30,302,21,218,105,202,121,292,31,310,13,224,99,40,283,86,237,69,254,50,273,38,285,302,2,5,14,323,153,170,35,278,23,5,4,278,3]
["Yes",290,51,95,107,37,133,157,77,69,38,69,18,19,151,139,131,159,114,176,122,168,57,233,204,86,214,76,246,44,262,28,272,18,200,90,186,104,261,29,278,12,205,85,37,253,79,211,61,229,49,241,34,256,272,1,3,14,290,140,150,30,251,18,5,4,251,3]
[null,0.9,"*81%",0.93,0.9,0.95,0.89,0.91,0.9,0.87,0.86,0.92,0.9,1,0.92,0.88,0.94,0.87,0.9,0.9,0.93,0.88,0.92,0.89,"*88%","*96%",0.88,0.95,0.89,0.92,0.89,0.93,0.9,0.86,0.92,0.86,0.92,0.86,0.89,0.94,0.9,0.92,0.92,0.86,0.93,0.89,0.92,0.89,0.88,0.9,"*98%","*88%",0.89,0.9,0.9,0.5,0.6,1,0.9,0.92,0.88,0.86,0.9,0.78,1,1,0.9,1]
[null,null,null,"a",null,"a",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"acln",null,"ln",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"dh"]
["No",33,12,7,12,2,17,16,9,10,6,6,2,0,14,19,9,24,13,20,9,24,5,28,29,4,29,4,29,4,31,2,30,3,18,15,16,17,31,2,32,1,19,14,3,30,7,26,8,25,1,32,4,29,30,1,2,0,33,13,20,5,27,5,0,0,27,0]
[null,0.1,"*19%",7.0000000000000007E-2,0.1,0.05,0.11,0.09,0.1,0.13,0.14000000000000001,0.08,0.1,0,0.08,0.12,0.06,0.13,0.1,0.1,7.0000000000000007E-2,0.13,0.08,0.11,"*12%","*4%",0.12,0.05,0.11,0.08,0.11,7.0000000000000007E-2,0.1,0.14000000000000001,0.08,0.14000000000000001,0.08,0.14000000000000001,0.11,0.06,0.1,0.08,0.08,0.14000000000000001,0.08,0.11,0.08,0.11,0.12,0.1,"*2%","*12%",0.11,0.1,0.1,0.5,0.4,0,0.1,0.08,0.12,0.14000000000000001,0.1,0.22,0,0,0.1,0]
[null,null,"bd",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,"b",null,null,null,null,null,null,null,null,"bd",null,"bd",null,null,null,null,null,null,null,null,null,"g",null,null,null,"g"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b - a,b - a,b,c,d,e"]
["Page 31"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"34","index":33,"n_rows":22,"n_cols":68,"rows_kept":22,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 34/ 1"]
[]
["AA4-4 Have you used the information or resources in any of the following ways? - Talked to colleagues about these information or  resources"]
[]
["Base: All who took information or resources from an event"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months","Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","*j","k","l","m","n","a","b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d",null,"a","b","a","b","*a","*b","*c","d","*e"]
["Total",323,63,102,119,39,150,173,86,79,44,75,20,19,165,158,140,183,127,196,131,192,62,261,233,90,243,80,275,48,293,30,302,21,218,105,202,121,292,31,310,13,224,99,40,283,86,237,69,254,50,273,38,285,302,2,5,14,323,153,170,35,278,23,5,4,278,3]
["Yes",282,53,91,104,34,131,151,76,68,38,66,17,17,146,136,124,158,105,177,113,169,57,225,204,78,210,72,242,40,258,24,265,17,194,88,180,102,257,25,271,11,198,84,38,244,75,207,57,225,49,233,32,250,266,2,3,11,282,141,141,33,241,22,5,3,241,3]
[null,0.87,0.84,0.89,0.87,0.87,0.87,0.87,0.88,0.86,0.86,0.88,0.85,0.89,0.88,0.86,0.89,0.86,"*83%","*90%",0.86,0.88,0.92,0.86,0.88,0.87,0.86,0.9,0.88,0.83,0.88,0.8,0.88,0.81,0.89,0.84,0.89,0.84,0.88,0.81,0.87,0.85,0.88,0.85,0.95,0.86,0.87,0.87,0.83,0.89,"*98%","*85%",0.84,0.88,0.88,1,0.6,0.79,0.87,"*92%","*83%",0.94,0.87,0.96,1,0.75,0.87,1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"e",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bcdefhij",null,null,null,null,null,null,null,null,"b"]
["No",41,10,11,15,5,19,22,10,11,6,9,3,2,19,22,16,25,22,19,18,23,5,36,29,12,33,8,33,8,35,6,37,4,24,17,22,19,35,6,39,2,26,15,2,39,11,30,12,29,1,40,6,35,36,0,2,3,41,12,29,2,37,1,0,1,37,0]
[null,0.13,0.16,0.11,0.13,0.13,0.13,0.13,0.12,0.14000000000000001,0.14000000000000001,0.12,0.15,0.11,0.12,0.14000000000000001,0.11,0.14000000000000001,"*17%","*10%",0.14000000000000001,0.12,0.08,0.14000000000000001,0.12,0.13,0.14000000000000001,0.1,0.12,0.17,0.12,0.2,0.12,0.19,0.11,0.16,0.11,0.16,0.12,0.19,0.13,0.15,0.12,0.15,0.05,0.14000000000000001,0.13,0.13,0.17,0.11,"*2%","*15%",0.16,0.12,0.12,0,0.4,0.21,0.13,"*8%","*17%",0.06,0.13,0.04,0,0.25,0.13,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"g","g","g","g","g",null,"g","g","g",null,null,null,null,null,null,"a"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b - a,b - a,b,c,d,e"]
["Page 32"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"35","index":34,"n_rows":22,"n_cols":68,"rows_kept":22,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 35/ 1"]
[]
["AA4-5 Have you used the information or resources in any of the following ways? - Passed on these physical resources"]
[]
["Base: All who took information or resources from an event"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months","Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","*j","k","l","m","n","a","b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d",null,"a","b","a","b","*a","*b","*c","d","*e"]
["Total",323,63,102,119,39,150,173,86,79,44,75,20,19,165,158,140,183,127,196,131,192,62,261,233,90,243,80,275,48,293,30,302,21,218,105,202,121,292,31,310,13,224,99,40,283,86,237,69,254,50,273,38,285,302,2,5,14,323,153,170,35,278,23,5,4,278,3]
["Yes",186,36,57,73,20,86,100,47,46,30,43,9,11,107,79,95,91,87,99,83,103,35,151,138,48,140,46,159,27,165,21,173,13,130,56,123,63,167,19,177,9,135,51,18,168,51,135,47,139,34,152,20,166,179,0,1,6,186,95,91,18,161,11,4,1,161,2]
[null,0.57999999999999996,0.56999999999999995,0.56000000000000005,0.61,0.51,0.56999999999999995,0.57999999999999996,0.55000000000000004,0.57999999999999996,0.68,0.56999999999999995,0.45,0.57999999999999996,"*65%","*50%","*68%","*50%","*69%","*51%",0.63,0.54,0.56000000000000005,0.57999999999999996,0.59,0.53,0.57999999999999996,0.57999999999999996,0.57999999999999996,0.56000000000000005,0.56000000000000005,0.7,0.56999999999999995,0.62,0.6,0.53,0.61,0.52,0.56999999999999995,0.61,0.56999999999999995,0.69,0.6,0.52,0.45,0.59,0.59,0.56999999999999995,"*68%","*55%",0.68,0.56000000000000005,0.53,0.57999999999999996,0.59,0,0.2,0.43,0.57999999999999996,0.62,0.54,0.51,0.57999999999999996,0.48,0.8,0.25,0.57999999999999996,0.67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdfh",null,"bdfh",null,"bdfhj",null,"bdf",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"af",null,"a"]
["No",137,27,45,46,19,64,73,39,33,14,32,11,8,58,79,45,92,40,97,48,89,27,110,95,42,103,34,116,21,128,9,129,8,88,49,79,58,125,12,133,4,89,48,22,115,35,102,22,115,16,121,18,119,123,2,4,8,137,58,79,17,117,12,1,3,117,1]
[null,0.42,0.43,0.44,0.39,0.49,0.43,0.42,0.45,0.42,0.32,0.43,0.55000000000000004,0.42,"*35%","*50%","*32%","*50%","*31%","*49%",0.37,0.46,0.44,0.42,0.41,0.47,0.42,0.43,0.42,0.44,0.44,0.3,0.43,0.38,0.4,0.47,0.39,0.48,0.43,0.39,0.43,0.31,0.4,0.48,0.55000000000000004,0.41,0.41,0.43,"*32%","*45%",0.32,0.44,0.47,0.42,0.41,1,0.8,0.56999999999999995,0.42,0.38,0.46,0.49,0.42,0.52,0.2,0.75,0.42,0.33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"aceg",null,"aceg",null,"aceg",null,"ace",null,"e",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"eg",null,null,null,null,"e"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b - a,b - a,b,c,d,e"]
["Page 33"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"36","index":35,"n_rows":22,"n_cols":68,"rows_kept":22,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 36/ 1"]
[]
["AA4-6 Have you used the information or resources in any of the following ways? - In another way"]
[]
["Base: All who took information or resources from an event"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months","Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","*j","k","l","m","n","a","b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d",null,"a","b","a","b","*a","*b","*c","d","*e"]
["Total",323,63,102,119,39,150,173,86,79,44,75,20,19,165,158,140,183,127,196,131,192,62,261,233,90,243,80,275,48,293,30,302,21,218,105,202,121,292,31,310,13,224,99,40,283,86,237,69,254,50,273,38,285,302,2,5,14,323,153,170,35,278,23,5,4,278,3]
["Yes",58,9,17,21,11,21,37,7,19,9,12,5,6,27,31,26,32,21,37,25,33,11,47,39,19,40,18,44,14,48,10,48,10,41,17,39,19,47,11,50,8,43,15,3,55,13,45,10,48,8,50,10,48,55,0,0,3,58,33,25,5,48,4,1,0,48,0]
[null,0.18,0.14000000000000001,0.17,0.18,0.28000000000000003,0.14000000000000001,0.21,"*8%",0.24,0.2,0.16,0.25,0.32,0.16,0.2,0.19,0.17,0.17,0.19,0.19,0.17,0.18,0.18,0.17,0.21,0.16,0.23,"*16%","*29%","*16%","*33%",0.16,0.48,0.19,0.16,0.19,0.16,"*16%","*35%",0.16,0.62,0.19,0.15,0.08,0.19,0.15,0.19,0.14000000000000001,0.19,0.16,0.18,0.26,0.17,0.18,0,0,0.21,0.18,0.22,0.15,0.14000000000000001,0.17,0.17,0.2,0,0.17,0]
[null,null,null,null,null,null,null,null,null,"a","a",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"acegin",null,"acegiln",null,null,null,null,null,null,null,"acef",null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["No",265,54,85,98,28,129,136,79,60,35,63,15,13,138,127,114,151,106,159,106,159,51,214,194,71,203,62,231,34,245,20,254,11,177,88,163,102,245,20,260,5,181,84,37,228,73,192,59,206,42,223,28,237,247,2,5,11,265,120,145,30,230,19,4,4,230,3]
[null,0.82,0.86,0.83,0.82,0.72,0.86,0.79,"*92%",0.76,0.8,0.84,0.75,0.68,0.84,0.8,0.81,0.83,0.83,0.81,0.81,0.83,0.82,0.82,0.83,0.79,0.84,0.78,"*84%","*71%","*84%","*67%",0.84,0.52,0.81,0.84,0.81,0.84,"*84%","*65%",0.84,0.38,0.81,0.85,0.93,0.81,0.85,0.81,0.86,0.81,0.84,0.82,0.74,0.83,0.82,1,1,0.79,0.82,0.78,0.85,0.86,0.83,0.83,0.8,1,0.83,1]
[null,null,null,null,null,null,null,null,"bc",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"fh",null,"fh",null,"fh",null,"fh",null,"fh",null,null,"h",null,"fh","b",null,"b",null,"b","b","i"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b - a,b - a,b,c,d,e"]
["Page 34"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"37","index":36,"n_rows":24,"n_cols":4,"rows_kept":24,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 37/ 1"]
[]
["AA4 SUMMARY. Have you used the information or resources in the following ways..."]
[]
["Base: All who took information or resources from an event"]
[null,"Total","Yes","No"]
["Used or referred to in informal discussions with pupils",323,290,33]
[null,null,0.9,0.1]
["Talked to colleagues about these information or  resources",323,282,41]
[null,null,0.87,0.13]
["Incorporated examples / case studies in your own  teaching",323,207,116]
[null,null,0.64,0.36]
["Passed on these physical resources",323,186,137]
[null,null,0.57999999999999996,0.42]
["Incorporated a practical activity in your own teaching",323,167,156]
[null,null,0.52,0.48]
["In another way",323,58,265]
[null,null,0.18,0.82]
["Page 35"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"38","index":37,"n_rows":36,"n_cols":64,"rows_kept":36,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 38/ 1"]
[]
["AA5 In what other ways have you used the information or resources?"]
[]
["Base: All who used information or resources in other ways"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,"Attended STEM careers activity in last 12 months","Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Scotland","Yes","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","White"]
["Significance Level: 95%",null,"*a","*b","*c","*d","*a","b","*a","*b","*c","*d","*e","*f","*a","b","*c","d","*e","f","*g","h","*i","j","a","*b","c","*d","e","*f","g","*h","i","*j","k","*l","m","*n","a","*b","c","*d","e","*f","*a","b","*c","d","*e","f","*g","h","*i","j","a","*b",null,"a","*b","*a","b","*a","*b","c"]
["Total",58,9,17,21,11,21,37,7,19,9,12,5,6,27,31,26,32,21,37,25,33,11,47,39,19,40,18,44,14,48,10,48,10,41,17,39,19,47,11,50,8,43,15,3,55,13,45,10,48,8,50,10,48,55,3,58,33,25,5,48,4,1,48]
["Careers guidance",18,2,6,6,4,5,13,0,8,3,3,2,2,9,9,8,10,4,14,4,14,2,16,11,7,11,7,13,5,15,3,13,5,12,6,13,5,13,5,15,3,13,5,1,17,1,17,4,14,4,14,1,17,17,1,18,14,4,1,17,1,0,17]
[null,0.31,0.22,0.35,0.28999999999999998,0.36,0.24,0.35,0,0.42,0.33,0.25,0.4,0.33,0.33,0.28999999999999998,0.31,0.31,0.19,0.38,0.16,0.42,0.18,0.34,0.28000000000000003,0.37,0.28000000000000003,0.39,0.3,0.36,0.31,0.3,0.27,0.5,0.28999999999999998,0.35,0.33,0.26,0.28000000000000003,0.45,0.3,0.38,0.3,0.33,0.33,0.31,0.08,0.38,0.4,0.28999999999999998,0.5,0.28000000000000003,0.1,0.35,0.31,0.33,0.31,0.42,0.16,0.2,0.35,0.25,0,0.35]
["Informed planning of in-school events",14,3,3,6,2,3,11,0,6,2,4,1,1,6,8,8,6,6,8,8,6,4,10,10,4,13,1,13,1,14,0,13,1,8,6,8,6,13,1,14,0,8,6,0,14,3,11,1,13,2,12,5,9,12,2,14,10,4,0,12,0,0,12]
[null,0.24,0.33,0.18,0.28999999999999998,0.18,0.14000000000000001,0.3,0,0.32,0.22,0.33,0.2,0.17,0.22,0.26,0.31,0.19,0.28999999999999998,0.22,0.32,0.18,0.36,0.21,0.26,0.21,0.33,0.06,0.3,7.0000000000000007E-2,0.28999999999999998,0,0.27,0.1,0.2,0.35,0.21,0.32,0.28000000000000003,0.09,0.28000000000000003,0,0.19,0.4,0,0.25,0.23,0.24,0.1,0.27,0.25,0.24,0.5,0.19,0.22,0.67,0.24,0.3,0.16,0,0.25,0,0,0.25]
["Create displays around school promoting STEM",9,1,2,5,1,5,4,3,0,2,3,0,1,3,6,3,6,4,5,5,4,3,6,6,3,6,3,7,2,7,2,7,2,5,4,5,4,7,2,7,2,5,4,2,7,3,6,0,9,1,8,1,8,9,0,9,7,2,3,5,2,1,5]
[null,0.16,0.11,0.12,0.24,0.09,0.24,0.11,0.43,0,0.22,0.25,0,0.17,0.11,0.19,0.12,0.19,0.19,0.14000000000000001,0.2,0.12,0.27,0.13,0.15,0.16,0.15,0.17,0.16,0.14000000000000001,0.15,0.2,0.15,0.2,0.12,0.24,0.13,0.21,0.15,0.18,0.14000000000000001,0.25,0.12,0.27,0.67,0.13,0.23,0.13,0,0.19,0.13,0.16,0.1,0.17,0.16,0,0.16,0.21,0.08,0.6,0.1,0.5,1,0.1]
["Incorporate to future lessons",7,2,1,2,2,1,6,0,3,1,1,0,2,4,3,4,3,3,4,4,3,1,6,5,2,6,1,6,1,6,1,6,1,6,1,6,1,6,1,6,1,6,1,0,7,2,5,1,6,1,6,1,6,7,0,7,4,3,0,6,0,0,6]
[null,0.12,0.22,0.06,0.1,0.18,0.05,0.16,0,0.16,0.11,0.08,0,0.33,0.15,0.1,0.15,0.09,0.14000000000000001,0.11,0.16,0.09,0.09,0.13,0.13,0.11,0.15,0.06,0.14000000000000001,7.0000000000000007E-2,0.13,0.1,0.13,0.1,0.15,0.06,0.15,0.05,0.13,0.09,0.12,0.13,0.14000000000000001,7.0000000000000007E-2,0,0.13,0.15,0.11,0.1,0.13,0.13,0.12,0.1,0.13,0.13,0,0.12,0.12,0.12,0,0.13,0,0,0.13]
["Shared among staff",6,0,2,3,1,4,2,2,0,2,1,0,1,2,4,1,5,1,5,1,5,0,6,5,1,5,1,4,2,5,1,6,0,5,1,4,2,5,1,6,0,5,1,0,6,1,5,1,5,1,5,1,5,6,0,6,3,3,0,4,0,0,4]
[null,0.1,0,0.12,0.14000000000000001,0.09,0.19,0.05,0.28999999999999998,0,0.22,0.08,0,0.17,7.0000000000000007E-2,0.13,0.04,0.16,0.05,0.14000000000000001,0.04,0.15,0,0.13,0.13,0.05,0.13,0.06,0.09,0.14000000000000001,0.1,0.1,0.13,0,0.12,0.06,0.1,0.11,0.11,0.09,0.12,0,0.12,7.0000000000000007E-2,0,0.11,0.08,0.11,0.1,0.1,0.13,0.1,0.1,0.1,0.11,0,0.1,0.09,0.12,0,0.08,0,0,0.08]
["To inform parents",5,2,1,2,0,2,3,1,2,1,1,0,0,3,2,3,2,2,3,2,3,0,5,4,1,4,1,4,1,5,0,5,0,3,2,3,2,4,1,5,0,3,2,0,5,0,5,1,4,1,4,2,3,5,0,5,4,1,1,3,1,0,3]
[null,0.09,0.22,0.06,0.1,0,0.1,0.08,0.14000000000000001,0.11,0.11,0.08,0,0,0.11,0.06,0.12,0.06,0.1,0.08,0.08,0.09,0,0.11,0.1,0.05,0.1,0.06,0.09,7.0000000000000007E-2,0.1,0,0.1,0,7.0000000000000007E-2,0.12,0.08,0.11,0.09,0.09,0.1,0,7.0000000000000007E-2,0.13,0,0.09,0,0.11,0.1,0.08,0.13,0.08,0.2,0.06,0.09,0,0.09,0.12,0.04,0.2,0.06,0.25,0,0.06]
["Shared among students",4,2,1,0,1,0,4,0,3,0,0,0,1,3,1,2,2,2,2,2,2,0,4,3,1,4,0,4,0,4,0,4,0,4,0,4,0,4,0,4,0,4,0,0,4,2,2,1,3,0,4,0,4,4,0,4,2,2,0,4,0,0,4]
[null,7.0000000000000007E-2,0.22,0.06,0,0.09,0,0.11,0,0.16,0,0,0,0.17,0.11,0.03,0.08,0.06,0.1,0.05,0.08,0.06,0,0.09,0.08,0.05,0.1,0,0.09,0,0.08,0,0.08,0,0.1,0,0.1,0,0.09,0,0.08,0,0.09,0,0,7.0000000000000007E-2,0.15,0.04,0.1,0.06,0,0.08,0,0.08,7.0000000000000007E-2,0,7.0000000000000007E-2,0.06,0.08,0,0.08,0,0,0.08]
["Self-improvement",3,1,0,1,1,2,1,0,1,1,0,1,0,0,3,0,3,0,3,1,2,1,2,1,2,2,1,1,2,2,1,2,1,3,0,3,0,2,1,2,1,3,0,0,3,0,3,1,2,0,3,1,2,3,0,3,2,1,0,2,0,0,2]
[null,0.05,0.11,0,0.05,0.09,0.1,0.03,0,0.05,0.11,0,0.2,0,0,0.1,0,0.09,0,0.08,0.04,0.06,0.09,0.04,0.03,0.11,0.05,0.06,0.02,0.14000000000000001,0.04,0.1,0.04,0.1,7.0000000000000007E-2,0,0.08,0,0.04,0.09,0.04,0.13,7.0000000000000007E-2,0,0,0.05,0,7.0000000000000007E-2,0.1,0.04,0,0.06,0.1,0.04,0.05,0,0.05,0.06,0.04,0,0.04,0,0,0.04]
["Other",5,0,3,1,1,2,3,1,2,0,1,1,0,2,3,1,4,2,3,3,2,1,4,4,1,3,2,4,1,4,1,4,1,4,1,4,1,4,1,4,1,5,0,0,5,2,3,0,5,0,5,2,3,5,0,5,1,4,0,5,0,0,5]
[null,0.09,0,0.18,0.05,0.09,0.1,0.08,0.14000000000000001,0.11,0,0.08,0.2,0,7.0000000000000007E-2,0.1,0.04,0.13,0.1,0.08,0.12,0.06,0.09,0.09,0.1,0.05,0.08,0.11,0.09,7.0000000000000007E-2,0.08,0.1,0.08,0.1,0.1,0.06,0.1,0.05,0.09,0.09,0.08,0.13,0.12,0,0,0.09,0.15,7.0000000000000007E-2,0,0.1,0,0.1,0.2,0.06,0.09,0,0.09,0.03,0.16,0,0.1,0,0,0.1]
["Don't know",7,2,2,2,1,2,5,2,2,0,2,0,1,5,2,4,3,4,3,4,3,1,6,5,2,3,4,5,2,5,2,6,1,5,2,3,4,6,1,6,1,5,2,0,7,3,4,3,4,0,7,0,7,7,0,7,0,7,1,5,1,0,5]
[null,0.12,0.22,0.12,0.1,0.09,0.1,0.14000000000000001,0.28999999999999998,0.11,0,0.17,0,0.17,0.19,0.06,0.15,0.09,0.19,0.08,0.16,0.09,0.09,0.13,0.13,0.11,0.08,0.22,0.11,0.14000000000000001,0.1,0.2,0.13,0.1,0.12,0.12,0.08,0.21,0.13,0.09,0.12,0.13,0.12,0.13,0,0.13,0.23,0.09,0.3,0.08,0,0.14000000000000001,0,0.15,0.13,0,0.12,0,0.28000000000000003,0.2,0.1,0.25,0,0.1]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b - a,b - a,b - a,b,c"]
["Page 36"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"39","index":38,"n_rows":36,"n_cols":68,"rows_kept":36,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 39/ 1"]
[]
["AA6-1  In the next 12 months, how likely or unlikely are you to use the information or resources in the following way? - By incorporating examples / case  studies in your own teaching"]
[]
["Base: All who took information or resources from an event"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months","Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","*j","k","l","m","n","a","b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d",null,"a","b","a","b","*a","*b","*c","d","*e"]
["Total",323,63,102,119,39,150,173,86,79,44,75,20,19,165,158,140,183,127,196,131,192,62,261,233,90,243,80,275,48,293,30,302,21,218,105,202,121,292,31,310,13,224,99,40,283,86,237,69,254,50,273,38,285,302,2,5,14,323,153,170,35,278,23,5,4,278,3]
["1 - Definitely won't",11,3,2,2,4,5,6,1,4,0,2,4,0,4,7,3,8,2,9,3,8,1,10,8,3,9,2,9,2,10,1,9,2,6,5,7,4,10,1,10,1,7,4,0,11,2,9,1,10,0,11,3,8,10,0,0,1,11,5,6,0,11,0,0,0,11,0]
[null,0.03,0.05,0.02,0.02,"*10%",0.03,0.03,0.01,0.05,0,0.03,0.2,0,0.02,0.04,0.02,0.04,0.02,0.05,0.02,0.04,0.02,0.04,0.03,0.03,0.04,0.03,0.03,0.04,0.03,0.03,0.03,0.1,0.03,0.05,0.03,0.03,0.03,0.03,0.03,0.08,0.03,0.04,0,0.04,0.02,0.04,0.01,0.04,0,0.04,0.08,0.03,0.03,0,0,7.0000000000000007E-2,0.03,0.03,0.04,0,0.04,0,0,0,0.04,0]
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["2 - Probably won't",52,13,17,15,7,24,28,14,16,5,10,5,2,32,20,24,28,22,30,18,34,9,43,40,12,40,12,45,7,50,2,50,2,34,18,29,23,49,3,51,1,34,18,5,47,15,37,14,38,8,44,5,47,51,0,1,0,52,21,31,7,43,4,0,2,43,1]
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["3 - Probably will",148,34,49,48,17,65,83,42,41,16,32,7,10,73,75,67,81,55,93,63,85,32,116,105,43,112,36,128,20,135,13,140,8,101,47,95,53,137,11,143,5,104,44,19,129,38,110,24,124,29,119,18,130,139,2,2,5,148,69,79,15,127,10,2,1,127,2]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"e","e"]
["4 - Definitely will",97,11,29,46,11,50,47,25,15,21,25,4,7,49,48,39,58,38,59,40,57,18,79,71,26,69,28,79,18,84,13,88,9,67,30,62,35,82,15,91,6,69,28,16,81,26,71,23,74,10,87,11,86,91,0,1,5,97,51,46,11,84,8,3,0,84,0]
[null,0.3,"*17%",0.28000000000000003,"*39%",0.28000000000000003,0.33,0.27,0.28999999999999998,"*19%","*48%",0.33,0.2,0.37,0.3,0.3,0.28000000000000003,0.32,0.3,0.3,0.31,0.3,0.28999999999999998,0.3,0.3,0.28999999999999998,0.28000000000000003,0.35,0.28999999999999998,0.38,0.28999999999999998,0.43,0.28999999999999998,0.43,0.31,0.28999999999999998,0.31,0.28999999999999998,"*28%","*48%",0.28999999999999998,0.46,0.31,0.28000000000000003,0.4,0.28999999999999998,0.3,0.3,0.33,0.28999999999999998,0.2,0.32,0.28999999999999998,0.3,0.3,0,0.2,0.36,0.3,0.33,0.27,0.31,0.3,0.35,0.6,0,0.3,0]
[null,null,null,null,"a",null,null,null,null,null,"ab","b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"acf",null,null,null,null,"g"]
["Don't know",15,2,5,8,0,6,9,4,3,2,6,0,0,7,8,7,8,10,5,7,8,2,13,9,6,13,2,14,1,14,1,15,0,10,5,9,6,14,1,15,0,10,5,0,15,5,10,7,8,3,12,1,14,11,0,1,3,15,7,8,2,13,1,0,1,13,0]
[null,0.05,0.03,0.05,7.0000000000000007E-2,0,0.04,0.05,0.05,0.04,0.05,0.08,0,0,0.04,0.05,0.05,0.04,"*8%","*3%",0.05,0.04,0.03,0.05,0.04,7.0000000000000007E-2,0.05,0.03,0.05,0.02,0.05,0.03,0.05,0,0.05,0.05,0.04,0.05,0.05,0.03,0.05,0,0.04,0.05,0,0.05,0.06,0.04,"*10%","*3%",0.06,0.04,0.03,0.05,0.04,0,0.2,0.21,0.05,0.05,0.05,0.06,0.05,0.04,0,0.25,0.05,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"af"]
["WILL",245,45,78,94,28,115,130,67,56,37,57,11,17,122,123,106,139,93,152,103,142,50,195,176,69,181,64,207,38,219,26,228,17,168,77,157,88,219,26,234,11,173,72,35,210,64,181,47,198,39,206,29,216,230,2,3,10,245,120,125,26,211,18,5,1,211,2]
[null,0.76,0.71,0.76,0.79,0.72,0.77,0.75,0.78,0.71,0.84,0.76,0.55000000000000004,0.89,0.74,0.78,0.76,0.76,0.73,0.78,0.79,0.74,0.81,0.75,0.76,0.77,0.74,0.8,0.75,0.79,0.75,0.87,0.75,0.81,0.77,0.73,0.78,0.73,0.75,0.84,0.75,0.85,0.77,0.73,0.88,0.74,0.74,0.76,0.68,0.78,0.78,0.75,0.76,0.76,0.76,1,0.6,0.71,0.76,0.78,0.74,0.74,0.76,0.78,1,0.25,0.76,0.67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"e"]
["WON'T",63,16,19,17,11,29,34,15,20,5,12,9,2,36,27,27,36,24,39,21,42,10,53,48,15,49,14,54,9,60,3,59,4,40,23,36,27,59,4,61,2,41,22,5,58,17,46,15,48,8,55,8,55,61,0,1,1,63,26,37,7,54,4,0,2,54,1]
[null,0.2,0.25,0.19,0.14000000000000001,0.28000000000000003,0.19,0.2,0.17,0.25,0.11,0.16,0.45,0.11,0.22,0.17,0.19,0.2,0.19,0.2,0.16,0.22,0.16,0.2,0.21,0.17,0.2,0.18,0.2,0.19,0.2,0.1,0.2,0.19,0.18,0.22,0.18,0.22,0.2,0.13,0.2,0.15,0.18,0.22,0.13,0.2,0.2,0.19,0.22,0.19,0.16,0.2,0.21,0.19,0.2,0,0.2,7.0000000000000007E-2,0.2,0.17,0.22,0.2,0.19,0.17,0,0.5,0.19,0.33]
[null,null,null,null,null,"c"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b - a,b - a,b,c,d,e"]
["Page 37"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"40","index":39,"n_rows":34,"n_cols":68,"rows_kept":34,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 40/ 1"]
[]
["AA6-2  In the next 12 months, how likely or unlikely are you to use the information or resources in the following way? - By incorporating a practical activity  in your own teaching"]
[]
["Base: All who took information or resources from an event"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months","Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","*j","k","l","m","n","a","b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d",null,"a","b","a","b","*a","*b","*c","d","*e"]
["Total",323,63,102,119,39,150,173,86,79,44,75,20,19,165,158,140,183,127,196,131,192,62,261,233,90,243,80,275,48,293,30,302,21,218,105,202,121,292,31,310,13,224,99,40,283,86,237,69,254,50,273,38,285,302,2,5,14,323,153,170,35,278,23,5,4,278,3]
["1 - Definitely won't",13,3,4,3,3,6,7,3,4,0,3,3,0,6,7,5,8,4,9,5,8,1,12,9,4,11,2,10,3,12,1,12,1,9,4,10,3,13,0,13,0,10,3,0,13,4,9,1,12,1,12,1,12,12,0,0,1,13,5,8,1,12,1,0,0,12,0]
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["2 - Probably won't",66,15,14,28,9,31,35,13,16,13,15,5,4,32,34,29,37,23,43,25,41,10,56,50,16,46,20,55,11,58,8,62,4,48,18,43,23,59,7,62,4,48,18,6,60,17,49,12,54,14,52,7,59,63,0,1,2,66,34,32,4,59,3,0,0,59,1]
[null,0.2,0.24,"*14%",0.24,0.23,0.21,0.2,0.15,0.2,0.3,0.2,0.25,0.21,0.19,0.22,0.21,0.2,0.18,0.22,0.19,0.21,0.16,0.21,0.21,0.18,0.19,0.25,0.2,0.23,0.2,0.27,0.21,0.19,0.22,0.17,0.21,0.19,0.2,0.23,0.2,0.31,0.21,0.18,0.15,0.21,0.2,0.21,0.17,0.21,0.28000000000000003,0.19,0.18,0.21,0.21,0,0.2,0.14000000000000001,0.2,0.22,0.19,0.11,0.21,0.13,0,0,0.21,0.33]
["3 - Probably will",132,25,48,46,13,58,74,37,36,14,32,7,6,67,65,60,72,56,76,58,74,31,101,99,33,108,24,118,14,124,8,126,6,80,52,72,60,125,7,130,2,82,50,19,113,33,99,26,106,19,113,18,114,125,1,2,4,132,54,78,18,109,11,5,1,109,1]
[null,0.41,0.4,0.47,0.39,0.33,0.39,0.43,0.43,0.46,0.32,0.43,0.35,0.32,0.41,0.41,0.43,0.39,0.44,0.39,0.44,0.39,0.5,0.39,0.42,0.37,"*44%","*30%",0.43,0.28999999999999998,0.42,0.27,0.42,0.28999999999999998,"*37%","*50%","*36%","*50%","*43%","*23%",0.42,0.15,"*37%","*51%",0.48,0.4,0.38,0.42,0.38,0.42,0.38,0.41,0.47,0.4,0.41,0.5,0.4,0.28999999999999998,0.41,0.35,0.46,0.51,0.39,0.48,1,0.25,0.39,0.33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d",null,"d",null,"d",null,"d",null,null,null,null,"dfhkm",null,"dfhkm","b",null,"b",null,null,"be"]
["4 - Definitely will",93,19,30,34,10,47,46,29,20,15,19,3,7,52,41,39,54,37,56,39,54,17,76,64,29,64,29,79,14,83,10,86,7,66,27,65,28,81,12,88,5,69,24,13,80,28,65,23,70,14,79,10,83,85,1,1,6,93,52,41,11,80,7,0,3,80,1]
[null,0.28999999999999998,0.3,0.28999999999999998,0.28999999999999998,0.26,0.31,0.27,0.34,0.25,0.34,0.25,0.15,0.37,0.32,0.26,0.28000000000000003,0.3,0.28999999999999998,0.28999999999999998,0.3,0.28000000000000003,0.27,0.28999999999999998,0.27,0.32,0.26,0.36,0.28999999999999998,0.28999999999999998,0.28000000000000003,0.33,0.28000000000000003,0.33,0.3,0.26,0.32,0.23,0.28000000000000003,0.39,0.28000000000000003,0.38,0.31,0.24,0.33,0.28000000000000003,0.33,0.27,0.33,0.28000000000000003,0.28000000000000003,0.28999999999999998,0.26,0.28999999999999998,0.28000000000000003,0.5,0.2,0.43,0.28999999999999998,0.34,0.24,0.31,0.28999999999999998,0.3,0,0.75,0.28999999999999998,0.33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"n"]
["Don't know",19,1,6,8,4,8,11,4,3,2,6,2,2,8,11,7,12,7,12,4,15,3,16,11,8,14,5,13,6,16,3,16,3,15,4,12,7,14,5,17,2,15,4,2,17,4,15,7,12,2,17,2,17,17,0,1,1,19,8,11,1,18,1,0,0,18,0]
[null,0.06,0.02,0.06,7.0000000000000007E-2,0.1,0.05,0.06,0.05,0.04,0.05,0.08,0.1,0.11,0.05,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.06,0.06,0.03,0.08,0.05,0.06,0.05,0.09,0.06,0.06,"*5%","*13%",0.05,0.1,0.05,0.14000000000000001,7.0000000000000007E-2,0.04,0.06,0.06,"*5%","*16%",0.05,0.15,7.0000000000000007E-2,0.04,0.05,0.06,0.05,0.06,0.1,0.05,0.04,0.06,0.05,0.06,0.06,0,0.2,7.0000000000000007E-2,0.06,0.05,0.06,0.03,0.06,0.04,0,0,0.06,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ael",null,null,null,null,null,null,null,null,null,"acf"]
["WILL",225,44,78,80,23,105,120,66,56,29,51,10,13,119,106,99,126,93,132,97,128,48,177,163,62,172,53,197,28,207,18,212,13,146,79,137,88,206,19,218,7,151,74,32,193,61,164,49,176,33,192,28,197,210,2,3,10,225,106,119,29,189,18,5,4,189,2]
[null,0.7,0.7,0.76,0.67,0.59,0.7,0.69,0.77,0.71,0.66,0.68,0.5,0.68,0.72,0.67,0.71,0.69,0.73,0.67,0.74,0.67,0.77,0.68,0.7,0.69,0.71,0.66,0.72,0.57999999999999996,0.71,0.6,0.7,0.62,0.67,0.75,0.68,0.73,0.71,0.61,0.7,0.54,0.67,0.75,0.8,0.68,0.71,0.69,0.71,0.69,0.66,0.7,0.74,0.69,0.7,1,0.6,0.71,0.7,0.69,0.7,0.83,0.68,0.78,1,1,0.68,0.67]
[null,null,null,"d",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"f"]
["WON'T",79,18,18,31,12,37,42,16,20,13,18,8,4,38,41,34,45,27,52,30,49,11,68,59,20,57,22,65,14,70,9,74,5,57,22,53,26,72,7,75,4,58,21,6,73,21,58,13,66,15,64,8,71,75,0,1,3,79,39,40,5,71,4,0,0,71,1]
[null,0.24,0.28999999999999998,0.18,0.26,0.31,0.25,0.24,0.19,0.25,0.3,0.24,0.4,0.21,0.23,0.26,0.24,0.25,0.21,0.27,0.23,0.26,0.18,0.26,0.25,0.22,0.23,0.28000000000000003,0.24,0.28999999999999998,0.24,0.3,0.25,0.24,0.26,0.21,0.26,0.21,0.25,0.23,0.24,0.31,0.26,0.21,0.15,0.26,0.24,0.24,0.19,0.26,0.3,0.23,0.21,0.25,0.25,0,0.2,0.21,0.24,0.25,0.24,0.14000000000000001,0.26,0.17,0,0,0.26,0.33]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b - a,b - a,b,c,d,e"]
["Page 38"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"41","index":40,"n_rows":36,"n_cols":68,"rows_kept":36,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 41/ 1"]
[]
["AA6-3  In the next 12 months, how likely or unlikely are you to use the information or resources in the following way? - Using or referring to in informal  discussions with pupils"]
[]
["Base: All who took information or resources from an event"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months","Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","*j","k","l","m","n","a","b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d",null,"a","b","a","b","*a","*b","*c","d","*e"]
["Total",323,63,102,119,39,150,173,86,79,44,75,20,19,165,158,140,183,127,196,131,192,62,261,233,90,243,80,275,48,293,30,302,21,218,105,202,121,292,31,310,13,224,99,40,283,86,237,69,254,50,273,38,285,302,2,5,14,323,153,170,35,278,23,5,4,278,3]
["1 - Definitely won't",5,2,2,0,1,2,3,1,3,0,0,1,0,2,3,1,4,1,4,2,3,1,4,2,3,5,0,3,2,5,0,4,1,3,2,4,1,5,0,5,0,4,1,0,5,1,4,0,5,0,5,0,5,4,0,0,1,5,2,3,0,5,0,0,0,5,0]
[null,0.02,0.03,0.02,0,0.03,0.01,0.02,0.01,0.04,0,0,0.05,0,0.01,0.02,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.01,0.03,0.02,0,0.01,0.04,0.02,0,0.01,0.05,0.01,0.02,0.02,0.01,0.02,0,0.02,0,0.02,0.01,0,0.02,0.01,0.02,0,0.02,0,0.02,0,0.02,0.01,0,0,7.0000000000000007E-2,0.02,0.01,0.02,0,0.02,0,0,0,0.02,0]
["2 - Probably won't",17,8,2,4,3,12,5,6,4,3,1,3,0,10,7,9,8,8,9,6,11,1,16,12,5,10,7,13,4,15,2,16,1,10,7,8,9,13,4,16,1,10,7,1,16,5,12,4,13,1,16,2,15,16,0,1,0,17,7,10,2,15,2,0,0,15,0]
[null,0.05,"*13%",0.02,0.03,0.08,"*8%","*3%",7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.01,0.15,0,0.06,0.04,0.06,0.04,0.06,0.05,0.05,0.06,0.02,0.06,0.05,0.06,0.04,0.09,0.05,0.08,0.05,7.0000000000000007E-2,0.05,0.05,0.05,7.0000000000000007E-2,0.04,7.0000000000000007E-2,"*4%","*13%",0.05,0.08,0.04,7.0000000000000007E-2,0.03,0.06,0.06,0.05,0.06,0.05,0.02,0.06,0.05,0.05,0.05,0,0.2,0,0.05,0.05,0.06,0.06,0.05,0.09,0,0,0.05,0]
[null,null,"bc",null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["3 - Probably will",123,27,41,44,11,60,63,38,30,17,27,5,6,68,55,63,60,52,71,53,70,24,99,93,30,100,23,115,8,117,6,116,7,78,45,74,49,117,6,118,5,80,43,15,108,35,88,24,99,26,97,14,109,119,0,1,3,123,57,66,15,105,10,1,2,105,2]
[null,0.38,0.43,0.4,0.37,0.28000000000000003,0.4,0.36,0.44,0.38,0.39,0.36,0.25,0.32,0.41,0.35,"*45%","*33%",0.41,0.36,0.4,0.36,0.39,0.38,0.4,0.33,"*41%","*29%","*42%","*17%","*40%","*20%",0.38,0.33,0.36,0.43,0.37,0.4,"*40%","*19%",0.38,0.38,0.36,0.43,0.38,0.38,0.41,0.37,0.35,0.39,"*52%","*36%",0.37,0.38,0.39,0,0.2,0.21,0.38,0.37,0.39,0.43,0.38,0.43,0.2,0.5,0.38,0.67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d",null,null,null,null,null,null,null,"fh","f","dfh",null,"dfh",null,"fh",null,"fh",null,"f","fh","f","fh","b",null,"b",null,null,"b",null,null,null,null,null,null,"h"]
["4 - Definitely will",169,26,54,65,24,73,96,39,41,23,42,11,13,82,87,65,104,62,107,68,101,35,134,120,49,120,49,136,33,148,21,157,12,121,48,112,57,149,20,162,7,124,45,24,145,42,127,36,133,23,146,22,147,156,2,2,9,169,84,85,18,144,11,4,2,144,1]
[null,0.52,0.41,0.53,0.55000000000000004,0.62,0.49,0.55000000000000004,0.45,0.52,0.52,0.56000000000000005,0.55000000000000004,0.68,0.5,0.55000000000000004,0.46,0.56999999999999995,0.49,0.55000000000000004,0.52,0.53,0.56000000000000005,0.51,0.52,0.54,0.49,0.61,"*49%","*69%","*51%","*70%",0.52,0.56999999999999995,0.56000000000000005,0.46,0.55000000000000004,0.47,0.51,0.65,0.52,0.54,0.55000000000000004,0.45,0.6,0.51,0.49,0.54,0.52,0.52,0.46,0.53,0.57999999999999996,0.52,0.52,1,0.4,0.64,0.52,0.55000000000000004,0.5,0.51,0.52,0.48,0.8,0.5,0.52,0.33]
[null,null,null,null,null,"a",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"l",null,"acegiln",null,"cegln"]
["Don't know",9,0,3,6,0,3,6,2,1,1,5,0,0,3,6,2,7,4,5,2,7,1,8,6,3,8,1,8,1,8,1,9,0,6,3,4,5,8,1,9,0,6,3,0,9,3,6,5,4,0,9,0,9,7,0,1,1,9,3,6,0,9,0,0,0,9,0]
[null,0.03,0,0.03,0.05,0,0.02,0.03,0.02,0.01,0.02,"*7%",0,0,0.02,0.04,0.01,0.04,0.03,0.03,0.02,0.04,0.02,0.03,0.03,0.03,0.03,0.01,0.03,0.02,0.03,0.03,0.03,0,0.03,0.03,0.02,0.04,0.03,0.03,0.03,0,0.03,0.03,0,0.03,0.03,0.03,"*7%","*2%",0,0.03,0,0.03,0.02,0,0.2,7.0000000000000007E-2,0.03,0.02,0.04,0,0.03,0,0,0,0.03,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"f"]
["WILL",292,53,95,109,35,133,159,77,71,40,69,16,19,150,142,128,164,114,178,121,171,59,233,213,79,220,72,251,41,265,27,273,19,199,93,186,106,266,26,280,12,204,88,39,253,77,215,60,232,49,243,36,256,275,2,3,12,292,141,151,33,249,21,5,4,249,3]
[null,0.9,0.84,0.93,0.92,0.9,0.89,0.92,0.9,0.9,0.91,0.92,0.8,1,0.91,0.9,0.91,0.9,0.9,0.91,0.92,0.89,0.95,0.89,0.91,0.88,0.91,0.9,0.91,0.85,0.9,0.9,0.9,0.9,0.91,0.89,0.92,0.88,0.91,0.84,0.9,0.92,0.91,0.89,0.98,0.89,0.9,0.91,0.87,0.91,"*98%","*89%",0.95,0.9,0.91,1,0.6,0.86,0.9,0.92,0.89,0.94,0.9,0.91,1,1,0.9,1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"eh"]
["WON'T",22,10,4,4,4,14,8,7,7,3,1,4,0,12,10,10,12,9,13,8,14,2,20,14,8,15,7,16,6,20,2,20,2,13,9,12,10,18,4,21,1,14,8,1,21,6,16,4,18,1,21,2,20,20,0,1,1,22,9,13,2,20,2,0,0,20,0]
[null,7.0000000000000007E-2,"*16%",0.04,0.03,0.1,0.09,0.05,0.08,0.09,7.0000000000000007E-2,"*1%",0.2,0,7.0000000000000007E-2,0.06,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.03,0.08,0.06,0.09,0.06,0.09,0.06,0.13,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.1,0.06,0.09,0.06,0.08,0.06,0.13,7.0000000000000007E-2,0.08,0.06,0.08,0.03,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.02,0.08,0.05,7.0000000000000007E-2,7.0000000000000007E-2,0,0.2,7.0000000000000007E-2,7.0000000000000007E-2,0.06,0.08,0.06,7.0000000000000007E-2,0.09,0,0,7.0000000000000007E-2,0]
[null,null,"bc",null,null,null,null,null,"d","d"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b - a,b - a,b,c,d,e"]
["Page 39"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"42","index":41,"n_rows":37,"n_cols":68,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 42/ 1"]
[]
["AA6-4  In the next 12 months, how likely or unlikely are you to use the information or resources in the following way? - Talking to colleagues about these  information or resources"]
[]
["Base: All who took information or resources from an event"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months","Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","*j","k","l","m","n","a","b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d",null,"a","b","a","b","*a","*b","*c","d","*e"]
["Total",323,63,102,119,39,150,173,86,79,44,75,20,19,165,158,140,183,127,196,131,192,62,261,233,90,243,80,275,48,293,30,302,21,218,105,202,121,292,31,310,13,224,99,40,283,86,237,69,254,50,273,38,285,302,2,5,14,323,153,170,35,278,23,5,4,278,3]
["1 - Definitely won't",6,3,1,1,1,3,3,2,2,0,1,1,0,1,5,1,5,2,4,1,5,1,5,4,2,5,1,5,1,5,1,4,2,4,2,5,1,5,1,5,1,5,1,0,6,0,6,1,5,0,6,2,4,5,0,0,1,6,4,2,0,6,0,0,0,6,0]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"c"]
["2 - Probably won't",26,10,7,4,5,16,10,9,8,2,2,5,0,15,11,16,10,11,15,9,17,3,23,16,10,17,9,21,5,24,2,25,1,16,10,13,13,23,3,25,1,16,10,2,24,8,18,4,22,3,23,6,20,25,0,1,0,26,9,17,2,24,1,0,0,24,1]
[null,0.08,"*16%",7.0000000000000007E-2,"*3%",0.13,0.11,0.06,0.1,0.1,0.05,0.03,0.25,0,0.09,7.0000000000000007E-2,0.11,0.05,0.09,0.08,7.0000000000000007E-2,0.09,0.05,0.09,7.0000000000000007E-2,0.11,7.0000000000000007E-2,0.11,0.08,0.1,0.08,7.0000000000000007E-2,0.08,0.05,7.0000000000000007E-2,0.1,0.06,0.11,0.08,0.1,0.08,0.08,7.0000000000000007E-2,0.1,0.05,0.08,0.09,0.08,0.06,0.09,0.06,0.08,0.16,7.0000000000000007E-2,0.08,0,0.2,0,0.08,0.06,0.1,0.06,0.09,0.04,0,0,0.09,0.33]
[null,null,"c",null,null,"c"]
["3 - Probably will",145,29,50,52,14,69,76,44,35,20,32,5,9,81,64,74,71,63,82,65,80,24,121,106,39,114,31,130,15,135,10,139,6,92,53,87,58,134,11,140,5,94,51,15,130,39,106,28,117,31,114,12,133,136,2,2,5,145,71,74,18,123,14,2,1,123,1]
[null,0.45,0.46,0.49,0.44,0.36,0.46,0.44,0.51,0.44,0.45,0.43,0.25,0.47,0.49,0.41,"*53%","*39%",0.5,0.42,0.5,0.42,0.39,0.46,0.45,0.43,0.47,0.39,"*47%","*31%",0.46,0.33,0.46,0.28999999999999998,0.42,0.5,0.43,0.48,0.46,0.35,0.45,0.38,0.42,0.52,0.38,0.46,0.45,0.45,0.41,0.46,"*62%","*42%",0.32,0.47,0.45,1,0.4,0.36,0.45,0.46,0.44,0.51,0.44,0.61,0.4,0.25,0.44,0.33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdfh",null,null,null,null,null,null,null,null,null,"f",null,"f",null,null,null,null,null,null,"f",null,"f",null,null,null,null,null,null,null,null,null,null,null,null,"abdefhij"]
["4 - Definitely will",132,19,41,55,17,59,73,29,31,21,34,9,8,62,70,45,87,44,88,52,80,32,100,98,34,96,36,107,25,117,15,121,11,96,36,89,43,118,14,127,5,99,33,21,111,34,98,29,103,15,117,17,115,124,0,1,7,132,63,69,14,112,7,3,3,112,1]
[null,0.41,0.3,0.4,0.46,0.44,0.39,0.42,0.34,0.39,0.48,0.45,0.45,0.42,0.38,0.44,"*32%","*48%",0.35,0.45,0.4,0.42,0.52,0.38,0.42,0.38,0.4,0.45,0.39,0.52,0.4,0.5,0.4,0.52,0.44,0.34,0.44,0.36,0.4,0.45,0.41,0.38,0.44,0.33,0.53,0.39,0.4,0.41,0.42,0.41,0.3,0.43,0.45,0.4,0.41,0,0.2,0.5,0.41,0.41,0.41,0.4,0.4,0.3,0.6,0.75,0.4,0.33]
[null,null,null,null,"a",null,null,null,null,null,null,null,null,null,null,"c",null,"ce",null,"c",null,null,"ce",null,null,null,null,null,null,"ln",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"g"]
["Don't know",14,2,3,7,2,3,11,2,3,1,6,0,2,6,8,4,10,7,7,4,10,2,12,9,5,11,3,12,2,12,2,13,1,10,4,8,6,12,2,13,1,10,4,2,12,5,9,7,7,1,13,1,13,12,0,1,1,14,6,8,1,13,1,0,0,13,0]
[null,0.04,0.03,0.03,0.06,0.05,0.02,0.06,0.02,0.04,0.02,0.08,0,0.11,0.04,0.05,0.03,0.05,0.06,0.04,0.03,0.05,0.03,0.05,0.04,0.06,0.05,0.04,0.04,0.04,0.04,7.0000000000000007E-2,0.04,0.05,0.05,0.04,0.04,0.05,0.04,0.06,0.04,0.08,0.04,0.04,0.05,0.04,0.06,0.04,"*10%","*3%",0.02,0.05,0.03,0.05,0.04,0,0.2,7.0000000000000007E-2,0.04,0.04,0.05,0.03,0.05,0.04,0,0,0.05,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"df"]
["WILL",277,48,91,107,31,128,149,73,66,41,66,14,17,143,134,119,158,107,170,117,160,56,221,204,73,210,67,237,40,252,25,260,17,188,89,176,101,252,25,267,10,193,84,36,241,73,204,57,220,46,231,29,248,260,2,3,12,277,134,143,32,235,21,5,4,235,2]
[null,0.86,"*76%",0.89,0.9,0.79,0.85,0.86,0.85,0.84,0.93,0.88,0.7,0.89,0.87,0.85,0.85,0.86,0.84,0.87,0.89,0.83,0.9,0.85,0.88,0.81,0.86,0.84,0.86,0.83,0.86,0.83,0.86,0.81,0.86,0.85,0.87,0.83,0.86,0.81,0.86,0.77,0.86,0.85,0.9,0.85,0.85,0.86,0.83,0.87,0.92,0.85,0.76,0.87,0.86,1,0.6,0.86,0.86,0.88,0.84,0.91,0.85,0.91,1,1,0.85,0.67]
[null,null,null,"a","a",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i"]
["WON'T",32,13,8,5,6,19,13,11,10,2,3,6,0,16,16,17,15,13,19,10,22,4,28,20,12,22,10,26,6,29,3,29,3,20,12,18,14,28,4,30,2,21,11,2,30,8,24,5,27,3,29,8,24,30,0,1,1,32,13,19,2,30,1,0,0,30,1]
[null,0.1,"*21%",0.08,"*4%",0.15,0.13,0.08,0.13,0.13,0.05,0.04,0.3,0,0.1,0.1,0.12,0.08,0.1,0.1,0.08,0.11,0.06,0.11,0.09,0.13,0.09,0.13,0.09,0.13,0.1,0.1,0.1,0.14000000000000001,0.09,0.11,0.09,0.12,0.1,0.13,0.1,0.15,0.09,0.11,0.05,0.11,0.09,0.1,7.0000000000000007E-2,0.11,0.06,0.11,"*21%","*8%",0.1,0,0.2,7.0000000000000007E-2,0.1,0.08,0.11,0.06,0.11,0.04,0,0,0.11,0.33]
[null,null,"bc",null,null,"c",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"aegj"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b - a,b - a,b,c,d,e"]
["Page 40"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"43","index":42,"n_rows":36,"n_cols":68,"rows_kept":36,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 43/ 1"]
[]
["AA6-5  In the next 12 months, how likely or unlikely are you to use the information or resources in the following way? - Passing on these physical resources"]
[]
["Base: All who took information or resources from an event"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months","Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","*j","k","l","m","n","a","b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d",null,"a","b","a","b","*a","*b","*c","d","*e"]
["Total",323,63,102,119,39,150,173,86,79,44,75,20,19,165,158,140,183,127,196,131,192,62,261,233,90,243,80,275,48,293,30,302,21,218,105,202,121,292,31,310,13,224,99,40,283,86,237,69,254,50,273,38,285,302,2,5,14,323,153,170,35,278,23,5,4,278,3]
["1 - Definitely won't",18,4,6,2,6,9,9,5,5,0,2,4,2,6,12,6,12,6,12,6,12,3,15,12,6,13,5,16,2,17,1,15,3,14,4,15,3,17,1,17,1,15,3,1,17,4,14,2,16,2,16,5,13,17,0,0,1,18,8,10,0,18,0,0,0,18,0]
[null,0.06,0.06,0.06,"*2%","*15%",0.06,0.05,0.06,0.06,0,0.03,0.2,0.11,0.04,0.08,0.04,7.0000000000000007E-2,0.05,0.06,0.05,0.06,0.05,0.06,0.05,7.0000000000000007E-2,0.05,0.06,0.06,0.04,0.06,0.03,0.05,0.14000000000000001,0.06,0.04,7.0000000000000007E-2,0.02,0.06,0.03,0.05,0.08,7.0000000000000007E-2,0.03,0.03,0.06,0.05,0.06,0.03,0.06,0.04,0.06,"*13%","*5%",0.06,0,0,7.0000000000000007E-2,0.06,0.05,0.06,0,0.06,0,0,0,0.06,0]
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["2 - Probably won't",50,13,19,12,6,31,19,21,11,5,7,5,1,27,23,21,29,16,34,18,32,9,41,34,16,35,15,37,13,44,6,47,3,30,20,24,26,43,7,48,2,30,20,7,43,16,34,8,42,7,43,6,44,49,0,1,0,50,20,30,4,43,1,0,1,43,2]
[null,0.15,0.21,0.19,"*10%",0.15,"*21%","*11%","*24%",0.14000000000000001,0.11,0.09,0.25,0.05,0.16,0.15,0.15,0.16,0.13,0.17,0.14000000000000001,0.17,0.15,0.16,0.15,0.18,0.14000000000000001,0.19,"*13%","*27%",0.15,0.2,0.16,0.14000000000000001,0.14000000000000001,0.19,"*12%","*21%",0.15,0.23,0.15,0.15,0.13,0.2,0.18,0.15,0.19,0.14000000000000001,0.12,0.17,0.14000000000000001,0.16,0.16,0.15,0.16,0,0.2,0,0.15,0.13,0.18,0.11,0.15,0.04,0,0.25,0.15,0.67]
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["3 - Probably will",119,26,39,44,10,53,66,33,32,19,25,1,9,69,50,61,58,51,68,52,67,18,101,97,22,96,23,111,8,114,5,112,7,78,41,71,48,113,6,114,5,80,39,9,110,29,90,29,90,21,98,11,108,115,1,1,2,119,57,62,16,102,14,0,1,102,1]
[null,0.37,0.41,0.38,0.37,0.26,0.35,0.38,0.38,0.41,0.43,0.33,0.05,0.47,0.42,0.32,"*44%","*32%",0.4,0.35,0.4,0.35,0.28999999999999998,0.39,"*42%","*24%",0.4,0.28999999999999998,"*40%","*17%","*39%","*17%",0.37,0.33,0.36,0.39,0.35,0.4,"*39%","*19%",0.37,0.38,0.36,0.39,"*23%","*39%",0.34,0.38,0.42,0.35,0.42,0.36,0.28999999999999998,0.38,0.38,0.5,0.2,0.14000000000000001,0.37,0.37,0.36,0.46,0.37,0.61,0,0.25,0.37,0.33]
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["4 - Definitely will",84,12,23,41,8,38,46,17,18,16,25,5,3,41,43,32,52,36,48,37,47,19,65,57,27,58,26,67,17,72,12,79,5,60,24,59,25,72,12,80,4,62,22,13,71,23,61,17,67,10,74,9,75,78,1,1,4,84,43,41,11,69,6,4,1,69,0]
[null,0.26,0.19,0.23,"*34%",0.21,0.25,0.27,0.2,0.23,0.36,0.33,0.25,0.16,0.25,0.27,0.23,0.28000000000000003,0.28000000000000003,0.24,0.28000000000000003,0.24,0.31,0.25,0.24,0.3,0.24,0.33,0.24,0.35,0.25,0.4,0.26,0.24,0.28000000000000003,0.23,0.28999999999999998,0.21,0.25,0.39,0.26,0.31,0.28000000000000003,0.22,0.33,0.25,0.27,0.26,0.25,0.26,0.2,0.27,0.24,0.26,0.26,0.5,0.2,0.28999999999999998,0.26,0.28000000000000003,0.24,0.31,0.25,0.26,0.8,0.25,0.25,0]
[null,null,null,null,"a",null,null,null,null,null,"a",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"n",null,"n"]
["Don't know",52,8,15,20,9,19,33,10,13,4,16,5,4,22,30,20,32,18,34,18,34,13,39,33,19,41,11,44,8,46,6,49,3,36,16,33,19,47,5,51,1,37,15,10,42,14,38,13,39,10,42,7,45,43,0,2,7,52,25,27,4,46,2,1,1,46,0]
[null,0.16,0.13,0.15,0.17,0.23,0.13,0.19,0.12,0.16,0.09,0.21,0.25,0.21,0.13,0.19,0.14000000000000001,0.17,0.14000000000000001,0.17,0.14000000000000001,0.18,0.21,0.15,0.14000000000000001,0.21,0.17,0.14000000000000001,0.16,0.17,0.16,0.2,0.16,0.14000000000000001,0.17,0.15,0.16,0.16,0.16,0.16,0.16,0.08,0.17,0.15,0.25,0.15,0.16,0.16,0.19,0.15,0.2,0.15,0.18,0.16,0.14000000000000001,0,0.4,0.5,0.16,0.16,0.16,0.11,0.17,0.09,0.2,0.25,0.17,0]
["WILL",203,38,62,85,18,91,112,50,50,35,50,6,12,110,93,93,110,87,116,89,114,37,166,154,49,154,49,178,25,186,17,191,12,138,65,130,73,185,18,194,9,142,61,22,181,52,151,46,157,31,172,20,183,193,2,2,6,203,100,103,27,171,20,4,2,171,1]
[null,0.63,0.6,0.61,"*71%","*46%",0.61,0.65,0.57999999999999996,0.63,"*80%",0.67,0.3,0.63,0.67,0.59,0.66,0.6,0.69,0.59,0.68,0.59,0.6,0.64,0.66,0.54,0.63,0.61,0.65,0.52,0.63,0.56999999999999995,0.63,0.56999999999999995,0.63,0.62,0.64,0.6,0.63,0.57999999999999996,0.63,0.69,0.63,0.62,0.55000000000000004,0.64,0.6,0.64,0.67,0.62,0.62,0.63,0.53,0.64,0.64,1,0.4,0.43,0.63,0.65,0.61,0.77,0.62,0.87,0.8,0.5,0.62,0.33]
[null,null,null,null,"d",null,null,null,null,null,"a"]
["WON'T",68,17,25,14,12,40,28,26,16,5,9,9,3,33,35,27,41,22,46,24,44,12,56,46,22,48,20,53,15,61,7,62,6,44,24,39,29,60,8,65,3,45,23,8,60,20,48,10,58,9,59,11,57,66,0,1,1,68,28,40,4,61,1,0,1,61,2]
[null,0.21,0.27,0.25,"*12%",0.31,"*27%","*16%","*30%",0.2,0.11,"*12%",0.45,0.16,0.2,0.22,0.19,0.22,0.17,0.23,0.18,0.23,0.19,0.21,0.2,0.24,0.2,0.25,0.19,0.31,0.21,0.23,0.21,0.28999999999999998,0.2,0.23,0.19,0.24,0.21,0.26,0.21,0.23,0.2,0.23,0.2,0.21,0.23,0.2,0.14000000000000001,0.23,0.18,0.22,0.28999999999999998,0.2,0.22,0,0.2,7.0000000000000007E-2,0.21,0.18,0.24,0.11,0.22,0.04,0,0.25,0.22,0.67]
[null,null,"c","c",null,"c","b",null,"cd"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b - a,b - a,b,c,d,e"]
["Page 41"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"44","index":43,"n_rows":22,"n_cols":9,"rows_kept":22,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 44/ 1"]
[]
["AA6 SUMMARY. In the next 12 months, how likely or unlikely are you to use the information or resources in the following way..."]
[]
["Base: All who took information or resources from an event"]
[null,"Total","1 - Definitely won't","2 - Probably won't","3 - Probably will","4 - Definitely will","Don't know","WILL","WON'T"]
["Using or referring to in informal  discussions with pupils",323,5,17,123,169,9,292,22]
[null,null,0.02,0.05,0.38,0.52,0.03,0.9,7.0000000000000007E-2]
["Talking to colleagues about these  information or resources",323,6,26,145,132,14,277,32]
[null,null,0.02,0.08,0.45,0.41,0.04,0.86,0.1]
["By incorporating examples / case  studies in your own teaching",323,11,52,148,97,15,245,63]
[null,null,0.03,0.16,0.46,0.3,0.05,0.76,0.2]
["By incorporating a practical activity  in your own teaching",323,13,66,132,93,19,225,79]
[null,null,0.04,0.2,0.41,0.28999999999999998,0.06,0.7,0.24]
["Passing on these physical resources",323,18,50,119,84,52,203,68]
[null,null,0.06,0.15,0.37,0.26,0.16,0.63,0.21]
["Page 42"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"45","index":44,"n_rows":41,"n_cols":68,"rows_kept":41,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 45/ 1"]
[]
["AA7 In what other ways, if any, will you use the information or resources in the next 12 months?"]
[]
["Base: All who took information or resources from an event"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months","Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","*j","k","l","m","n","a","b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d",null,"a","b","a","b","*a","*b","*c","d","*e"]
["Total",323,63,102,119,39,150,173,86,79,44,75,20,19,165,158,140,183,127,196,131,192,62,261,233,90,243,80,275,48,293,30,302,21,218,105,202,121,292,31,310,13,224,99,40,283,86,237,69,254,50,273,38,285,302,2,5,14,323,153,170,35,278,23,5,4,278,3]
["Will not use in other ways",84,22,27,27,8,43,41,26,23,12,15,5,3,46,38,39,45,39,45,39,45,16,68,60,24,62,22,74,10,76,8,81,3,56,28,54,30,77,7,81,3,57,27,10,74,22,62,21,63,15,69,12,72,77,1,2,4,84,45,39,11,71,8,1,1,71,1]
[null,0.26,0.35,0.26,0.23,0.21,0.28999999999999998,0.24,0.3,0.28999999999999998,0.27,0.2,0.25,0.16,0.28000000000000003,0.24,0.28000000000000003,0.25,0.31,0.23,0.3,0.23,0.26,0.26,0.26,0.27,0.26,0.28000000000000003,0.27,0.21,0.26,0.27,0.27,0.14000000000000001,0.26,0.27,0.27,0.25,0.26,0.23,0.26,0.23,0.25,0.27,0.25,0.26,0.26,0.26,0.3,0.25,0.3,0.25,0.32,0.25,0.25,0.5,0.4,0.28999999999999998,0.26,0.28999999999999998,0.23,0.31,0.26,0.35,0.2,0.25,0.26,0.33]
["Inform course/curriculum planning/strategy",20,3,8,6,3,8,12,6,5,2,4,0,3,9,11,6,14,8,12,8,12,3,17,17,3,16,4,17,3,19,1,18,2,13,7,12,8,18,2,19,1,13,7,3,17,5,15,4,16,0,20,1,19,18,0,0,2,20,12,8,3,16,2,1,0,16,0]
[null,0.06,0.05,0.08,0.05,0.08,0.05,7.0000000000000007E-2,7.0000000000000007E-2,0.06,0.05,0.05,0,0.16,0.05,7.0000000000000007E-2,0.04,0.08,0.06,0.06,0.06,0.06,0.05,7.0000000000000007E-2,7.0000000000000007E-2,0.03,7.0000000000000007E-2,0.05,0.06,0.06,0.06,0.03,0.06,0.1,0.06,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.06,0.06,0.06,0.08,0.06,7.0000000000000007E-2,0.08,0.06,0.06,0.06,0.06,0.06,"*0%","*7%",0.03,7.0000000000000007E-2,0.06,0,0,0.14000000000000001,0.06,0.08,0.05,0.09,0.06,0.09,0.2,0,0.06,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"g"]
["Make available to pupils generally, encourage STEM takeup",16,2,5,5,4,8,8,3,4,2,3,3,1,6,10,5,11,4,12,4,12,2,14,13,3,14,2,14,2,15,1,14,2,11,5,10,6,15,1,15,1,11,5,1,15,2,14,3,13,2,14,3,13,15,0,0,1,16,10,6,1,15,0,0,0,15,1]
[null,0.05,0.03,0.05,0.04,0.1,0.05,0.05,0.03,0.05,0.05,0.04,0.15,0.05,0.04,0.06,0.04,0.06,0.03,0.06,0.03,0.06,0.03,0.05,0.06,0.03,0.06,0.03,0.05,0.04,0.05,0.03,0.05,0.1,0.05,0.05,0.05,0.05,0.05,0.03,0.05,0.08,0.05,0.05,0.03,0.05,0.02,0.06,0.04,0.05,0.04,0.05,0.08,0.05,0.05,0,0,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.04,0.03,0.05,0,0,0,0.05,0.33]
["In careers services",15,1,2,7,5,5,10,1,2,2,5,2,3,7,8,6,9,4,11,7,8,4,11,12,3,12,3,14,1,15,0,14,1,10,5,10,5,14,1,15,0,10,5,3,12,4,11,2,13,0,15,1,14,15,0,0,0,15,8,7,3,12,3,0,0,12,0]
[null,0.05,0.02,0.02,0.06,"*13%",0.03,0.06,0.01,0.03,0.05,7.0000000000000007E-2,0.1,0.16,0.04,0.05,0.04,0.05,0.03,0.06,0.05,0.04,0.06,0.04,0.05,0.03,0.05,0.04,0.05,0.02,0.05,0,0.05,0.05,0.05,0.05,0.05,0.04,0.05,0.03,0.05,0,0.04,0.05,0.08,0.04,0.05,0.05,0.03,0.05,0,0.05,0.03,0.05,0.05,0,0,0,0.05,0.05,0.04,0.09,0.04,0.13,0,0,0.04,0]
[null,null,null,null,null,"ab"]
["In extra-curricular activities",13,1,5,4,3,4,9,2,4,0,4,2,1,6,7,4,9,3,10,5,8,2,11,11,2,12,1,11,2,12,1,12,1,8,5,8,5,12,1,13,0,8,5,0,13,3,10,3,10,0,13,2,11,12,0,0,1,13,7,6,2,11,2,0,0,11,0]
[null,0.04,0.02,0.05,0.03,0.08,0.03,0.05,0.02,0.05,0,0.05,0.1,0.05,0.04,0.04,0.03,0.05,0.02,0.05,0.04,0.04,0.03,0.04,0.05,0.02,0.05,0.01,0.04,0.04,0.04,0.03,0.04,0.05,0.04,0.05,0.04,0.04,0.04,0.03,0.04,0,0.04,0.05,0,0.05,0.03,0.04,0.04,0.04,0,0.05,0.05,0.04,0.04,0,0,7.0000000000000007E-2,0.04,0.05,0.04,0.06,0.04,0.09,0,0,0.04,0]
["Staff training & development",6,0,0,4,2,2,4,0,0,0,4,2,0,3,3,3,3,2,4,1,5,1,5,3,3,5,1,4,2,6,0,6,0,5,1,4,2,6,0,6,0,5,1,0,6,0,6,0,6,2,4,1,5,6,0,0,0,6,4,2,1,5,1,0,0,5,0]
[null,0.02,0,0,0.03,0.05,0.01,0.02,0,0,0,"*5%",0.1,0,0.02,0.02,0.02,0.02,0.02,0.02,0.01,0.03,0.02,0.02,0.01,0.03,0.02,0.01,0.01,0.04,0.02,0,0.02,0,0.02,0.01,0.02,0.02,0.02,0,0.02,0,0.02,0.01,0,0.02,0,0.03,0,0.02,0.04,0.01,0.03,0.02,0.02,0,0,0,0.02,0.03,0.01,0.03,0.02,0.04,0,0,0.02,0]
[null,null,null,null,null,"b",null,null,null,null,null,"ab"]
["In university preparation",3,0,0,3,0,1,2,0,0,1,2,0,0,1,2,0,3,0,3,0,3,1,2,2,1,2,1,2,1,2,1,3,0,3,0,3,0,2,1,3,0,3,0,1,2,0,3,0,3,1,2,1,2,3,0,0,0,3,2,1,1,2,1,0,0,2,0]
[null,0.01,0,0,"*3%",0,0.01,0.01,0,0,0.02,0.03,0,0,0.01,0.01,0,0.02,0,0.02,0,0.02,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.03,0.01,0,0.01,0,0.01,0,0.01,0.03,0.01,0,0.01,0,0.03,0.01,0,0.01,0,0.01,0.02,0.01,0.03,0.01,0.01,0,0,0,0.01,0.01,0.01,0.03,0.01,0.04,0,0,0.01,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"n"]
["Parental discussion",3,1,1,0,1,2,1,1,1,0,0,1,0,1,2,1,2,1,2,2,1,0,3,3,0,2,1,3,0,3,0,3,0,2,1,2,1,3,0,3,0,2,1,0,3,1,2,1,2,0,3,0,3,3,0,0,0,3,2,1,0,3,0,0,0,3,0]
[null,0.01,0.02,0.01,0,0.03,0.01,0.01,0.01,0.01,0,0,0.05,0,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0,0.01,0.01,0,0.01,0.01,0.01,0,0.01,0,0.01,0,0.01,0.01,0.01,0.01,0.01,0,0.01,0,0.01,0.01,0,0.01,0.01,0.01,0.01,0.01,0,0.01,0,0.01,0.01,0,0,0,0.01,0.01,0.01,0,0.01,0,0,0,0.01,0]
["Other",12,1,3,6,2,6,6,3,1,2,4,1,1,4,8,3,9,2,10,4,8,3,9,10,2,10,2,11,1,11,1,11,1,9,3,9,3,11,1,12,0,9,3,2,10,3,9,2,10,2,10,2,10,10,0,2,0,12,6,6,0,12,0,0,0,12,0]
[null,0.04,0.02,0.03,0.05,0.05,0.04,0.03,0.03,0.01,0.05,0.05,0.05,0.05,0.02,0.05,0.02,0.05,0.02,0.05,0.03,0.04,0.05,0.03,0.04,0.02,0.04,0.03,0.04,0.02,0.04,0.03,0.04,0.05,0.04,0.03,0.04,0.02,0.04,0.03,0.04,0,0.04,0.03,0.05,0.04,0.03,0.04,0.03,0.04,0.04,0.04,0.05,0.04,0.03,0,0.4,0,0.04,0.04,0.04,0,0.04,0,0,0,0.04,0]
["Don't know",176,33,57,68,18,81,95,46,44,26,42,9,9,92,84,80,96,71,105,69,107,32,144,126,50,130,46,148,28,158,18,163,13,118,58,107,69,158,18,168,8,123,53,22,154,50,126,37,139,29,147,19,157,168,1,1,6,176,71,105,17,152,10,3,3,152,1]
[null,0.54,0.52,0.56000000000000005,0.56999999999999995,0.46,0.54,0.55000000000000004,0.53,0.56000000000000005,0.59,0.56000000000000005,0.45,0.47,0.56000000000000005,0.53,0.56999999999999995,0.52,0.56000000000000005,0.54,0.53,0.56000000000000005,0.52,0.55000000000000004,0.54,0.56000000000000005,0.53,0.57999999999999996,0.54,0.57999999999999996,0.54,0.6,0.54,0.62,0.54,0.55000000000000004,0.53,0.56999999999999995,0.54,0.57999999999999996,0.54,0.62,0.55000000000000004,0.54,0.55000000000000004,0.54,0.57999999999999996,0.53,0.54,0.55000000000000004,0.57999999999999996,0.54,0.5,0.55000000000000004,0.56000000000000005,0.5,0.2,0.43,0.54,"*46%","*62%",0.49,0.55000000000000004,0.43,0.6,0.75,0.55000000000000004,0.33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b - a,b - a,b,c,d,e"]
["Page 43"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

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[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 46/ 1"]
[]
["A8-1 How much do you know about what people working in the following areas do? - Science"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Know almost nothing",40,12,10,12,6,13,27,8,14,4,8,1,5,2,38,2,38,3,37,1,39,24,16,37,3,34,6,36,4,38,2,34,6,18,22,13,27,40,0,39,1,18,22,22,18,2,38,0,40,0,40,5,35,40,0,0,0,7,33,0,4,36,5,32,2,1,1,32,1]
[null,0.04,0.05,0.03,0.04,0.04,0.03,0.05,0.03,0.05,0.03,0.04,0.01,0.06,"*1%","*6%","*1%","*5%","*1%","*5%","**%","*5%","*7%","*2%","*5%","*1%",0.04,0.02,0.04,0.02,0.04,0.02,"*4%","*8%","*3%","*6%","*2%","*6%","*4%","*0%",0.04,0.02,"*3%","*6%","*8%","*2%","*1%","*5%","*0%","*5%","*0%","*4%",0.05,0.04,0.04,0,0,0,"*2%","*6%",0,"*1%","*5%",0.05,0.04,0.03,0.04,0.06,0.04,0.11]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"acegj",null,"acegj",null,"acegj",null,"acegj","acegj","ag","bkm",null,"bm",null,"bm",null,"bm",null,"b","bdfikm",null,"bdkm",null,"bdikm","b",null,"b",null,null,"be","bcdefghj","e",null,"bceg",null,"bceg",null,"bceg","ceg","ceg",null,null,null,null,null,"a",null,null,"a"]
["2 - Know a little",163,40,54,51,18,67,96,40,54,20,31,7,11,14,149,13,150,14,149,9,154,102,61,135,28,134,29,140,23,142,21,148,15,88,75,75,88,155,8,153,10,91,72,76,87,7,156,8,155,8,155,19,144,149,1,8,5,42,114,7,29,134,19,142,13,2,2,142,2]
[null,0.16,0.18,0.17,0.15,0.12,0.15,0.17,0.16,0.18,0.14000000000000001,0.16,0.1,0.14000000000000001,"*4%","*22%","*4%","*21%","*5%","*20%","*3%","*21%","*28%","*9%","*18%","*10%","*17%","*11%",0.16,0.14000000000000001,0.15,0.21,0.16,0.21,"*14%","*20%","*12%","*21%","*17%","*8%",0.16,0.24,"*14%","*20%","*28%","*12%","*3%","*19%","*5%","*18%","*7%","*17%",0.18,0.16,0.16,0.25,0.42,0.12,"*10%","*20%",0.24,"*10%","*18%",0.17,0.16,0.22,0.09,0.11,0.16,0.22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"acegj",null,"acegj",null,"acegj",null,"acegj","abcdefghj","aceg","bdkm",null,"bdkm",null,"bm",null,"b","bdm","b","bdm",null,"bdgkm",null,"bdegikm","b",null,"b","b",null,"bce","bcdefghj","ce",null,"bceg",null,"bceg",null,"bceg","ceg","bceg",null,null,null,null,null,"a",null,null,"a"]
["3 - Know something",345,69,108,114,54,163,182,87,90,54,60,22,32,86,259,81,264,57,288,62,283,138,207,240,105,256,89,290,55,310,35,324,21,220,125,209,136,308,37,333,12,229,116,109,236,43,302,32,313,42,303,33,312,324,3,3,15,125,209,11,85,260,33,300,20,6,5,300,2]
[null,0.34,0.31,0.34,0.34,0.36,0.35,0.32,0.35,0.31,0.38,0.32,0.32,0.4,"*24%","*39%","*26%","*37%","*20%","*39%","*22%","*38%","*38%","*31%",0.33,0.37,0.33,0.35,0.34,0.34,0.34,0.35,0.34,0.28999999999999998,0.34,0.33,0.35,0.32,0.33,0.37,0.34,0.28999999999999998,0.34,0.33,"*40%","*32%","*21%","*37%","*19%","*37%",0.34,0.34,0.31,0.34,0.34,0.75,0.16,0.35,0.3,0.36,0.38,0.3,0.35,0.3,0.34,0.34,0.26,0.28000000000000003,0.34,0.22]
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["4 - Know quite a lot",336,67,113,108,48,158,178,83,97,48,60,27,21,172,164,146,190,140,196,140,196,85,251,229,107,244,92,280,56,307,29,319,17,224,112,208,128,296,40,324,12,232,104,60,276,100,236,77,259,50,286,39,297,313,0,6,17,164,164,8,112,224,34,294,16,9,6,294,3]
[null,0.33,0.3,0.36,0.33,0.32,0.34,0.32,0.33,0.33,0.33,0.32,0.4,0.26,"*48%","*25%","*48%","*27%","*49%","*27%","*50%","*26%","*23%","*38%",0.31,0.37,0.32,0.36,0.33,0.35,0.33,0.28999999999999998,0.34,0.24,0.35,0.3,0.35,0.3,0.32,0.4,0.33,0.28999999999999998,0.35,0.3,"*22%","*37%","*49%","*29%","*46%","*30%","*41%","*32%",0.37,0.32,0.33,0,0.32,0.4,"*40%","*28%",0.28000000000000003,"*40%","*30%",0.31,0.33,0.27,0.39,0.33,0.33,0.33]
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["5 - Know a lot",139,36,33,47,23,61,78,32,37,18,29,11,12,83,56,65,74,74,65,69,70,15,124,95,44,99,40,115,24,126,13,126,13,97,42,97,42,123,16,132,7,101,38,8,131,54,85,51,88,23,116,9,130,131,0,2,6,73,63,3,51,88,18,115,8,5,4,115,1]
[null,0.14000000000000001,0.16,"*10%",0.14000000000000001,0.15,0.13,0.14000000000000001,0.13,0.13,0.13,0.15,0.16,0.15,"*23%","*8%","*21%","*10%","*26%","*9%","*25%","*9%","*4%","*19%",0.13,0.15,0.13,0.16,0.13,0.15,0.14000000000000001,0.13,0.13,0.18,0.15,0.11,"*16%","*10%",0.13,0.16,0.13,0.17,0.15,0.11,"*3%","*18%","*26%","*10%","*30%","*10%",0.19,0.13,0.09,0.14000000000000001,0.14000000000000001,0,0.11,0.14000000000000001,"*18%","*11%",0.1,"*18%","*12%",0.17,0.13,0.14000000000000001,0.22,0.22,0.13,0.11]
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["KNOW A LOT",475,103,146,155,71,219,256,115,134,66,89,38,33,255,220,211,264,214,261,209,266,100,375,324,151,343,132,395,80,433,42,445,30,321,154,305,170,419,56,456,19,333,142,68,407,154,321,128,347,73,402,48,427,444,0,8,23,237,227,11,163,312,52,409,24,14,10,409,4]
[null,0.46,0.46,0.46,0.47,0.48,0.47,0.46,0.46,0.46,0.46,0.47,0.56000000000000005,0.41,"*71%","*33%","*69%","*37%","*74%","*36%","*74%","*36%","*27%","*57%","*44%","*53%",0.45,0.52,0.46,0.49,0.47,0.42,0.47,0.42,"*50%","*41%","*51%","*40%",0.45,0.55000000000000004,0.46,0.45,"*50%","*40%","*25%","*54%","*75%","*39%","*76%","*41%","*59%","*45%",0.46,0.47,0.46,0,0.42,0.53,"*58%","*39%",0.38,"*58%","*42%",0.48,0.46,0.41,0.61,0.56000000000000005,0.46,0.44]
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["DON'T KNOW A LOT",203,52,64,63,24,80,123,48,68,24,39,8,16,16,187,15,188,17,186,10,193,126,77,172,31,168,35,176,27,180,23,182,21,106,97,88,115,195,8,192,11,109,94,98,105,9,194,8,195,8,195,24,179,189,1,8,5,49,147,7,33,170,24,174,15,3,3,174,3]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 44"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"47","index":46,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 47/ 1"]
[]
["A8-2 How much do you know about what people working in the following areas do? - Technology"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Know almost nothing",84,32,25,21,6,18,66,12,45,4,17,2,4,28,56,19,65,26,58,22,62,50,34,68,16,66,18,72,12,77,7,76,8,40,44,33,51,80,4,81,3,41,43,40,44,21,63,12,72,4,80,3,81,79,1,2,2,25,58,1,4,80,11,72,2,4,4,72,1]
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["2 - Know a little",259,61,93,76,29,98,161,60,94,27,49,11,18,99,160,79,180,82,177,91,168,119,140,191,68,195,64,217,42,233,26,242,17,165,94,155,104,237,22,249,10,173,86,90,169,70,189,48,211,27,232,13,246,245,0,6,8,82,163,14,40,219,27,227,18,3,3,227,3]
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["3 - Know something",394,83,121,133,57,175,219,96,108,53,80,26,31,163,231,132,262,128,266,119,275,133,261,267,127,281,113,327,67,355,39,369,25,250,144,227,167,348,46,379,15,259,135,104,290,92,302,74,320,47,347,30,364,370,2,6,16,175,211,8,120,274,46,333,29,11,3,333,3]
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["4 - Know quite a lot",200,33,53,77,37,115,85,51,35,48,29,16,21,51,149,59,141,44,156,40,160,50,150,144,56,155,45,169,31,179,21,188,12,133,67,128,72,179,21,191,9,138,62,34,166,16,184,24,176,36,164,41,159,188,1,1,10,80,116,4,78,122,22,171,9,4,7,171,2]
[null,0.2,"*15%",0.17,"*23%",0.25,"*25%","*15%",0.2,"*12%","*33%",0.15,0.24,0.26,"*14%","*22%",0.19,0.2,"*15%","*21%","*14%","*22%","*14%","*23%",0.2,0.2,0.2,0.18,0.2,0.19,0.19,0.21,0.2,0.17,0.21,0.18,0.21,0.17,0.19,0.21,0.19,0.21,0.21,0.18,"*12%","*22%","*8%","*23%",0.14000000000000001,0.21,"*29%","*18%","*39%","*17%",0.2,0.25,0.05,0.23,0.19,0.2,0.14000000000000001,"*28%","*16%",0.2,0.19,0.15,0.17,0.39,0.19,0.22]
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["5 - Know a lot",86,15,26,25,20,56,30,31,10,12,13,13,7,16,70,18,68,8,78,9,77,12,74,66,20,70,16,76,10,79,7,76,10,59,27,59,27,78,8,81,5,60,26,7,79,7,79,10,76,9,77,18,68,75,0,4,7,49,35,2,39,47,3,80,1,1,1,80,0]
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["KNOW A LOT",286,48,79,102,57,171,115,82,45,60,42,29,28,67,219,77,209,52,234,49,237,62,224,210,76,225,61,245,41,258,28,264,22,192,94,187,99,257,29,272,14,198,88,41,245,23,263,34,252,45,241,59,227,263,1,5,17,129,151,6,117,169,25,251,10,5,8,251,2]
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["DON'T KNOW A LOT",343,93,118,97,35,116,227,72,139,31,66,13,22,127,216,98,245,108,235,113,230,169,174,259,84,261,82,289,54,310,33,318,25,205,138,188,155,317,26,330,13,214,129,130,213,91,252,60,283,31,312,16,327,324,1,8,10,107,221,15,44,299,38,299,20,7,7,299,4]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 45"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"48","index":47,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 48/ 1"]
[]
["A8-3 How much do you know about what people working in the following areas do? - Engineering"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Know almost nothing",99,32,25,26,16,27,72,14,43,9,17,4,12,26,73,18,81,22,77,20,79,50,49,82,17,79,20,87,12,90,9,89,10,44,55,38,61,94,5,96,3,46,53,39,60,19,80,12,87,3,96,3,96,96,0,3,0,30,67,2,5,94,10,86,3,3,2,86,2]
[null,0.1,"*14%",0.08,0.08,0.11,"*6%","*13%","*6%","*15%",0.06,0.09,0.06,0.15,7.0000000000000007E-2,0.11,"*6%","*11%",0.08,0.1,7.0000000000000007E-2,0.11,"*14%","*7%","*11%","*6%",0.1,0.08,0.1,7.0000000000000007E-2,0.1,0.09,0.09,0.14000000000000001,"*7%","*15%","*6%","*14%",0.1,0.05,0.1,7.0000000000000007E-2,"*7%","*15%","*14%","*8%",0.09,0.1,7.0000000000000007E-2,0.1,"*2%","*11%","*3%","*10%",0.1,0,0.16,"*0%","*7%","*11%",7.0000000000000007E-2,"*2%","*13%",0.09,0.1,0.05,0.13,0.11,0.1,0.22]
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["2 - Know a little",220,47,84,65,24,79,141,49,82,20,45,10,14,83,137,58,162,75,145,78,142,88,132,165,55,167,53,191,29,200,20,205,15,123,97,115,105,206,14,212,8,129,91,69,151,62,158,44,176,15,205,5,215,208,1,5,6,71,137,12,28,192,22,195,15,3,3,195,1]
[null,0.22,0.21,"*26%",0.2,0.16,"*17%","*25%",0.2,"*28%","*14%",0.24,0.15,0.17,0.23,0.21,0.19,0.23,"*26%","*20%","*28%","*19%",0.24,0.2,0.22,0.19,0.22,0.21,0.22,0.18,0.22,0.2,0.22,0.21,"*19%","*26%","*19%","*25%","*22%","*14%",0.22,0.19,"*19%","*26%",0.25,0.2,"*30%","*19%",0.26,0.21,"*12%","*23%","*5%","*23%",0.22,0.25,0.26,0.14000000000000001,"*17%",0.23,0.41,"*10%","*26%",0.2,0.22,0.25,0.13,0.17,0.22,0.11]
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["3 - Know something",398,80,132,133,53,179,219,103,109,54,79,22,31,143,255,120,278,109,289,117,281,136,262,276,122,291,107,323,75,354,44,374,24,270,128,251,147,344,54,381,17,280,118,106,292,91,307,63,335,49,349,21,377,372,2,5,19,160,228,10,119,279,45,341,29,6,6,341,4]
[null,0.39,0.36,0.42,0.4,0.36,0.39,0.39,0.41,0.37,0.38,0.42,0.32,0.38,0.4,0.38,0.39,0.39,0.38,0.39,0.42,0.38,0.37,0.4,0.38,0.43,0.38,0.42,"*38%","*46%",0.38,0.44,0.39,0.33,"*42%","*34%","*42%","*35%","*37%","*53%",0.39,0.4,"*42%","*34%",0.39,0.39,0.44,0.38,0.38,0.39,0.4,0.39,"*20%","*41%",0.39,0.5,0.26,0.44,0.39,0.39,0.34,0.42,0.38,0.41,0.39,0.49,0.26,0.33,0.39,0.44]
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["4 - Know quite a lot",213,48,49,83,33,118,95,52,45,47,36,19,14,73,140,75,138,66,147,51,162,67,146,154,59,160,53,182,31,193,20,198,15,144,69,133,80,196,17,203,10,148,65,49,164,24,189,39,174,40,173,42,171,202,1,1,9,96,114,3,82,131,23,180,10,7,5,180,1]
[null,0.21,0.21,"*15%","*25%",0.22,"*26%","*17%",0.21,"*15%","*33%",0.19,0.28000000000000003,0.17,0.2,0.21,0.24,0.19,0.23,0.2,0.18,0.22,0.18,0.22,0.21,0.21,0.21,0.21,0.21,0.19,0.21,0.2,0.21,0.21,0.22,0.18,0.22,0.19,0.21,0.17,0.21,0.24,0.22,0.18,0.18,0.22,"*12%","*23%",0.23,0.2,"*33%","*19%","*40%","*19%",0.21,0.25,0.05,0.21,0.23,0.2,0.1,"*29%","*18%",0.21,0.2,0.17,0.3,0.28000000000000003,0.2,0.11]
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["5 - Know a lot",93,17,28,25,23,59,34,32,13,14,11,13,10,32,61,36,57,16,77,15,78,23,70,59,34,70,23,78,15,86,7,85,8,66,27,65,28,82,11,89,4,68,25,12,81,10,83,10,83,16,77,34,59,79,0,5,9,54,37,2,47,46,9,81,2,4,2,81,1]
[null,0.09,0.08,0.09,0.08,"*15%","*13%","*6%","*13%","*4%",0.1,0.06,"*19%",0.12,0.09,0.09,0.12,0.08,"*6%","*10%","*5%","*11%","*6%","*11%",0.08,0.12,0.09,0.09,0.09,0.09,0.09,7.0000000000000007E-2,0.09,0.11,0.1,7.0000000000000007E-2,"*11%","*7%",0.09,0.11,0.09,0.1,0.1,7.0000000000000007E-2,"*4%","*11%","*5%","*10%",0.06,0.1,0.13,0.09,"*32%","*6%","*8%",0,0.26,"*21%","*13%","*6%",7.0000000000000007E-2,"*17%","*6%",0.08,0.09,0.03,0.17,0.11,0.09,0.11]
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["KNOW A LOT",306,65,77,108,56,177,129,84,58,61,47,32,24,105,201,111,195,82,224,66,240,90,216,213,93,230,76,260,46,279,27,283,23,210,96,198,108,278,28,292,14,216,90,61,245,34,272,49,257,56,250,76,230,281,1,6,18,150,151,5,129,177,32,261,12,11,7,261,2]
[null,0.3,0.28999999999999998,"*24%",0.33,"*38%","*38%","*23%",0.34,"*20%","*42%",0.25,"*47%",0.3,0.28999999999999998,0.3,"*36%","*27%",0.28000000000000003,0.3,"*23%","*32%","*25%","*33%",0.28999999999999998,0.32,0.3,0.3,0.3,0.28000000000000003,0.3,0.27,0.3,0.32,"*32%","*26%","*33%","*26%",0.3,0.28000000000000003,0.3,0.33,"*32%","*26%","*22%","*33%","*17%","*33%",0.28999999999999998,0.3,"*46%","*28%","*72%","*25%",0.28999999999999998,0.25,0.32,0.42,"*36%","*26%",0.17,"*46%","*24%",0.28999999999999998,0.3,0.2,0.48,0.39,0.3,0.22]
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["DON'T KNOW A LOT",319,79,109,91,40,106,213,63,125,29,62,14,26,109,210,76,243,97,222,98,221,138,181,247,72,246,73,278,41,290,29,294,25,167,152,153,166,300,19,308,11,175,144,108,211,81,238,56,263,18,301,8,311,304,1,8,6,101,204,14,33,286,32,281,18,6,5,281,3]
[null,0.31,0.35,0.34,0.27,0.27,"*23%","*38%","*25%","*43%","*20%",0.33,0.21,0.32,0.31,0.32,"*25%","*34%",0.34,0.3,0.35,0.3,"*38%","*27%","*34%","*25%",0.32,0.28999999999999998,0.32,0.25,0.31,0.28999999999999998,0.31,0.35,"*26%","*40%","*25%","*39%","*33%","*19%",0.31,0.26,"*26%","*41%","*39%","*28%","*39%","*29%",0.33,0.31,"*15%","*33%","*8%","*34%",0.32,0.25,0.42,"*14%","*25%","*35%",0.48,"*12%","*39%",0.28999999999999998,0.32,0.31,0.26,0.28000000000000003,0.32,0.33]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 46"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"49","index":48,"n_rows":18,"n_cols":9,"rows_kept":18,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 49/ 1"]
[]
["A8 SUMMARY: How much would you say you know about what people working in the following areas do?"]
[]
["Base: All"]
[null,"Total","1 - Know almost nothing","2 - Know a little","3 - Know something","4 - Know quite a lot","5 - Know a lot","KNOW A LOT","DON'T KNOW A LOT"]
["Science",1023,40,163,345,336,139,475,203]
[null,null,0.04,0.16,0.34,0.33,0.14000000000000001,0.46,0.2]
["Engineering",1023,99,220,398,213,93,306,319]
[null,null,0.1,0.22,0.39,0.21,0.09,0.3,0.31]
["Technology",1023,84,259,394,200,86,286,343]
[null,null,0.08,0.25,0.39,0.2,0.08,0.28000000000000003,0.34]
["Page 47"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"50","index":49,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 50/ 1"]
[]
["A9-1. How confident do you feel in giving advice about careers in: Science"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Not at all confident",79,23,25,25,6,22,57,16,32,5,20,1,5,4,75,4,75,5,74,4,75,51,28,71,8,69,10,71,8,73,6,70,9,39,40,29,50,78,1,77,2,39,40,40,39,5,74,1,78,1,78,7,72,76,0,1,2,17,62,0,11,68,8,70,3,3,0,70,2]
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["2 - Not very confident",198,50,56,55,37,90,108,53,53,23,32,14,23,28,170,25,173,20,178,20,178,101,97,157,41,165,33,180,18,180,18,186,12,104,94,92,106,189,9,191,7,108,90,78,120,16,182,15,183,12,186,19,179,183,1,5,9,58,132,8,36,162,22,168,11,4,6,168,1]
[null,0.19,0.22,0.18,0.17,0.25,0.19,0.19,0.21,0.18,0.16,0.17,0.21,"*28%","*8%","*26%","*8%","*24%","*7%","*24%","*7%","*24%","*28%","*15%","*21%","*14%","*22%","*13%","*21%","*11%",0.2,0.18,0.2,0.17,"*16%","*25%","*15%","*25%","*20%","*9%",0.19,0.17,"*16%","*26%","*28%","*16%","*8%","*22%","*9%","*21%","*10%","*21%",0.18,0.19,0.19,0.25,0.26,0.21,"*14%","*23%",0.28000000000000003,"*13%","*22%",0.2,0.19,0.19,0.17,0.33,0.19,0.11]
[null,null,null,null,null,"c",null,null,null,null,null,null,null,"bcd",null,"acegj",null,"acegj",null,"acegj",null,"acegj","acegj","aceg","bdfkm",null,"bdfkm",null,"bdfkm",null,"bdfm",null,"bdfm",null,null,"bdfgikm",null,"bdfgikm","be",null,"b",null,null,"bce","bcdefghij","ce",null,"bceg",null,"bceg",null,"bceg","ce","ceg",null,null,null,null,null,"a",null,null,"a"]
["3 - Neither",149,27,43,60,19,84,65,40,30,33,27,11,8,25,124,24,125,18,131,17,132,69,80,111,38,114,35,123,26,133,16,141,8,89,60,85,64,135,14,144,5,95,54,50,99,8,141,8,141,13,136,18,131,142,0,3,4,50,91,8,36,113,9,137,7,0,1,137,1]
[null,0.15,0.12,0.14000000000000001,"*18%",0.13,"*18%","*12%",0.16,"*10%","*23%",0.14000000000000001,0.16,0.1,"*7%","*19%","*8%","*17%","*6%","*18%","*6%","*18%","*19%","*12%",0.15,0.13,0.15,0.14000000000000001,0.14000000000000001,0.16,0.14000000000000001,0.16,0.15,0.11,0.14000000000000001,0.16,0.14000000000000001,0.15,0.15,0.14000000000000001,0.15,0.12,0.14000000000000001,0.15,"*18%","*13%","*4%","*17%","*5%","*16%",0.11,0.15,0.17,0.14000000000000001,0.15,0,0.16,0.09,0.12,0.16,0.28000000000000003,0.13,0.15,"*8%","*16%",0.12,0,0.06,"*16%",0.11]
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["4 - Fairly confident",431,85,142,135,69,183,248,95,132,55,80,33,36,202,229,176,255,163,268,155,276,123,308,291,140,311,120,351,80,388,43,404,27,286,145,276,155,377,54,414,17,298,133,94,337,108,323,91,340,68,363,49,382,400,3,6,22,204,218,9,126,305,48,369,28,9,6,369,5]
[null,0.42,0.38,0.45,0.41,0.46,0.4,0.44,0.38,0.45,0.38,0.43,0.49,0.44,"*57%","*34%","*57%","*36%","*57%","*36%","*55%","*37%","*34%","*47%","*40%","*49%",0.41,0.47,"*41%","*49%",0.42,0.43,0.42,0.38,0.44,0.39,"*46%","*37%","*41%","*53%",0.42,0.4,"*44%","*38%","*34%","*45%","*52%","*40%","*54%","*40%","*55%","*40%",0.47,0.42,0.42,0.75,0.32,0.51,"*50%","*37%",0.31,0.45,0.41,0.44,0.42,0.47,0.39,0.33,0.42,0.56000000000000005]
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["5 - Very confident",166,39,52,57,18,83,83,46,45,28,29,9,9,98,68,78,88,82,84,85,81,20,146,106,60,108,58,136,30,149,17,150,16,129,37,120,46,143,23,155,11,131,35,13,153,69,97,53,113,29,137,12,154,156,0,4,6,82,80,4,72,94,22,139,10,7,5,139,0]
[null,0.16,0.17,0.16,0.17,0.12,0.18,0.15,0.18,0.15,0.19,0.15,0.13,0.11,"*27%","*10%","*25%","*12%","*28%","*11%","*30%","*11%","*5%","*22%","*14%","*21%","*14%","*23%",0.16,0.19,0.16,0.17,0.16,0.22,"*20%","*10%","*20%","*11%",0.16,0.23,0.16,0.26,"*20%","*10%","*5%","*20%","*33%","*12%","*32%","*13%","*24%","*15%",0.11,0.17,0.16,0,0.21,0.14000000000000001,"*20%","*14%",0.14000000000000001,"*26%","*13%",0.2,0.16,0.17,0.3,0.28000000000000003,0.16,0]
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["CONFIDENT",597,124,194,192,87,266,331,141,177,83,109,42,45,300,297,254,343,245,352,240,357,143,454,397,200,419,178,487,110,537,60,554,43,415,182,396,201,520,77,569,28,429,168,107,490,177,420,144,453,97,500,61,536,556,3,10,28,286,298,13,198,399,70,508,38,16,11,508,5]
[null,0.57999999999999996,0.55000000000000004,0.61,0.57999999999999996,0.57999999999999996,0.57999999999999996,0.59,0.56000000000000005,0.61,0.57999999999999996,0.57999999999999996,0.62,0.56000000000000005,"*84%","*45%","*83%","*48%","*85%","*48%","*85%","*48%","*39%","*69%","*54%","*70%","*55%","*70%","*57%","*68%",0.57999999999999996,0.6,0.57999999999999996,0.6,"*64%","*48%","*66%","*48%","*56%","*76%",0.57999999999999996,0.67,"*64%","*48%","*39%","*66%","*86%","*51%","*86%","*53%","*79%","*56%",0.57999999999999996,0.57999999999999996,0.57999999999999996,0.75,0.53,0.65,"*70%","*51%",0.45,"*70%","*54%",0.64,0.57999999999999996,0.64,0.7,0.61,0.57999999999999996,0.56000000000000005]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdfhij",null,"bdfhij","i","bdfhij","i","bdfhij","i",null,"bdfhi","n","acegiln","ln","acegiln","ln","acegiln","ln","ln","ln",null,"acegiln",null,"acegiln",null,"f","acef","f","f","acf",null,null,"adfhj","abdfhij","a","abdfhij","a","abdfhij","a","a","adf",null,null,null,null,"b",null,null,"b"]
["NOT CONFIDENT",277,73,81,80,43,112,165,69,85,28,52,15,28,32,245,29,248,25,252,24,253,152,125,228,49,234,43,251,26,253,24,256,21,143,134,121,156,267,10,268,9,147,130,118,159,21,256,16,261,13,264,26,251,259,1,6,11,75,194,8,47,230,30,238,14,7,6,238,3]
[null,0.27,"*33%",0.25,0.24,0.28999999999999998,0.24,0.28999999999999998,0.28000000000000003,0.28999999999999998,"*19%",0.28000000000000003,0.22,0.35,"*9%","*37%","*9%","*35%","*9%","*34%","*9%","*34%","*42%","*19%","*31%","*17%","*31%","*17%","*29%","*16%",0.27,0.24,0.27,0.28999999999999998,"*22%","*36%","*20%","*37%","*29%","*10%",0.27,0.21,"*22%","*37%","*43%","*21%","*10%","*31%","*10%","*31%","*11%","*29%",0.25,0.27,0.27,0.25,0.32,0.26,"*18%","*33%",0.28000000000000003,"*17%","*31%",0.28000000000000003,0.27,0.24,0.3,0.33,0.27,0.33]
[null,null,"c",null,null,null,null,null,null,"c",null,null,null,"c",null,"acegj",null,"acegj",null,"acegj",null,"acegj","acdefghj","aceg","bdfkm",null,"bdfkm",null,"bdfkm",null,"bdfkm",null,"bdfkm","bdf",null,"bdefghikm",null,"abcdefghikm","be",null,"be",null,"b","abcde","bcdefghij","ceg",null,"bceg",null,"bceg",null,"bceg","ceg","bceg",null,null,null,null,null,"a",null,null,"a"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 48"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"51","index":50,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 51/ 1"]
[]
["A9-2. How confident do you feel in giving advice about careers in: Technology"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Not at all confident",139,40,44,44,11,32,107,17,67,11,33,4,7,48,91,33,106,42,97,47,92,70,69,110,29,107,32,121,18,125,14,127,12,79,60,70,69,131,8,133,6,81,58,52,87,37,102,24,115,6,133,4,135,133,1,2,3,39,98,2,9,130,15,123,6,4,2,123,3]
[null,0.14000000000000001,"*18%",0.14000000000000001,0.13,"*7%","*7%","*19%","*7%","*23%","*8%",0.18,0.06,0.09,0.13,0.14000000000000001,0.11,0.15,0.15,0.13,0.17,0.12,"*19%","*10%","*15%","*10%",0.14000000000000001,0.13,0.14000000000000001,0.11,0.14000000000000001,0.14000000000000001,0.13,0.17,0.12,0.16,"*12%","*16%",0.14000000000000001,0.08,0.14000000000000001,0.14000000000000001,0.12,0.16,"*19%","*12%","*18%","*12%",0.14000000000000001,0.13,"*5%","*15%","*4%","*15%",0.14000000000000001,0.25,0.11,7.0000000000000007E-2,"*9%","*17%",7.0000000000000007E-2,"*3%","*18%",0.14000000000000001,0.14000000000000001,0.1,0.17,0.11,0.14000000000000001,0.33]
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["2 - Not very confident",290,69,99,83,39,116,174,73,95,25,58,18,21,125,165,99,191,95,195,101,189,120,170,209,81,220,70,246,44,267,23,279,11,173,117,159,131,268,22,284,6,182,108,89,201,80,210,58,232,32,258,17,273,276,0,5,9,112,167,11,54,236,42,239,22,8,9,239,3]
[null,0.28000000000000003,0.31,0.31,0.25,0.26,"*25%","*31%",0.28999999999999998,0.33,"*17%",0.31,0.26,0.26,"*35%","*25%",0.32,0.27,"*33%","*27%","*36%","*25%","*33%","*26%",0.28000000000000003,0.28000000000000003,0.28999999999999998,0.27,0.28999999999999998,0.27,0.28999999999999998,0.23,"*29%","*15%",0.27,0.31,0.26,0.31,0.28999999999999998,0.22,"*29%","*14%",0.27,0.31,0.32,0.27,"*39%","*26%",0.35,0.27,0.26,0.28999999999999998,"*16%","*30%",0.28999999999999998,0,0.26,0.21,0.27,0.28999999999999998,0.38,"*19%","*32%","*39%","*27%",0.37,0.35,0.5,"*27%",0.33]
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["3 - Neither",219,49,61,80,29,106,113,57,53,37,43,12,17,88,131,74,145,77,142,64,155,82,137,153,66,161,58,181,38,201,18,202,17,142,77,133,86,193,26,209,10,148,71,66,153,47,172,40,179,33,186,18,201,207,1,4,7,87,126,6,63,156,19,192,15,2,2,192,0]
[null,0.21,0.22,0.19,0.24,0.19,0.23,0.2,0.23,0.18,0.26,0.23,0.18,0.21,0.25,0.2,0.24,0.2,"*27%","*19%",0.23,0.21,0.23,0.21,0.21,0.23,0.21,0.23,0.21,0.23,0.22,0.18,0.21,0.24,0.22,0.2,0.22,0.2,0.21,0.26,0.21,0.24,0.22,0.2,0.24,0.2,0.23,0.21,0.24,0.21,0.27,0.21,0.17,0.22,0.22,0.25,0.21,0.16,0.21,0.22,0.21,0.22,0.21,0.17,0.22,0.25,0.09,0.11,0.22,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"f",null,null,null,"bdfhj"]
["4 - Fairly confident",280,57,86,88,49,144,136,74,69,50,38,20,29,80,200,84,196,66,214,61,219,75,205,197,83,207,73,235,45,249,31,259,21,188,92,181,99,248,32,268,12,195,85,55,225,36,244,40,240,42,238,49,231,257,1,4,18,123,150,7,113,167,26,245,14,6,3,245,3]
[null,0.27,0.25,0.27,0.27,0.33,"*31%","*24%",0.3,0.24,"*35%","*20%",0.28999999999999998,0.36,"*22%","*30%",0.27,0.27,"*23%","*29%","*22%","*30%","*21%","*31%",0.27,0.28999999999999998,0.27,0.28999999999999998,0.27,0.28000000000000003,0.27,0.31,0.27,0.28999999999999998,0.28999999999999998,0.24,"*30%","*24%",0.27,0.32,0.27,0.28999999999999998,0.28999999999999998,0.24,"*20%","*30%","*17%","*30%",0.24,0.28000000000000003,0.34,0.26,"*47%","*25%",0.27,0.25,0.21,"*42%",0.3,0.26,0.24,"*40%","*23%",0.24,0.28000000000000003,0.24,0.26,0.17,0.28000000000000003,0.33]
[null,null,null,null,null,null,"b",null,"d",null,"bd",null,null,"bd",null,"aegi","i","i",null,"aegi",null,"aegi",null,"aegi",null,null,null,null,null,null,null,null,null,null,"n",null,"n",null,null,null,null,null,null,null,null,"acj",null,"acj",null,"ac","acj","ac","abcdefhj","c",null,null,null,"a",null,null,null,"b"]
["5 - Very confident",95,9,28,37,21,64,31,29,8,21,16,14,7,16,79,17,78,8,87,8,87,17,78,67,28,72,23,78,17,81,14,84,11,65,30,59,36,82,13,87,8,65,30,13,82,6,89,6,89,10,85,17,78,84,1,4,6,50,42,3,42,53,7,84,2,3,2,84,0]
[null,0.09,"*4%",0.09,0.11,"*14%","*14%","*6%",0.12,"*3%","*15%",0.09,"*21%",0.09,"*4%","*12%","*6%","*11%","*3%","*12%","*3%","*12%","*5%","*12%",0.09,0.1,0.09,0.09,0.09,0.1,0.09,0.14000000000000001,0.09,0.15,0.1,0.08,0.1,0.09,0.09,0.13,"*9%","*19%",0.1,0.09,"*5%","*11%","*3%","*11%","*4%","*10%",0.08,0.09,"*16%","*8%","*9%",0.25,0.21,0.14000000000000001,"*12%","*7%",0.1,"*15%","*7%",0.06,0.1,0.03,0.13,0.11,0.1,0]
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["CONFIDENT",375,66,114,125,70,208,167,103,77,71,54,34,36,96,279,101,274,74,301,69,306,92,283,264,111,279,96,313,62,330,45,343,32,253,122,240,135,330,45,355,20,260,115,68,307,42,333,46,329,52,323,66,309,341,2,8,24,173,192,10,155,220,33,329,16,9,5,329,3]
[null,0.37,"*29%",0.36,0.38,"*47%","*45%","*30%",0.41,"*26%","*49%","*29%","*50%",0.44,"*27%","*42%",0.33,0.38,"*26%","*41%","*25%","*41%","*25%","*43%",0.36,0.39,0.36,0.38,0.36,0.38,0.36,0.45,0.36,0.44,"*39%","*32%","*40%","*32%",0.36,0.45,0.36,0.48,0.39,0.33,"*25%","*41%","*20%","*41%","*27%","*38%",0.42,0.36,"*63%","*34%","*36%",0.5,0.42,"*56%","*42%","*33%",0.34,"*55%","*30%",0.3,0.37,0.27,0.39,0.28000000000000003,0.37,0.33]
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["NOT CONFIDENT",429,109,143,127,50,148,281,90,162,36,91,22,28,173,256,132,297,137,292,148,281,190,239,319,110,327,102,367,62,392,37,406,23,252,177,229,200,399,30,417,12,263,166,141,288,117,312,82,347,38,391,21,408,409,1,7,12,151,265,13,63,366,57,362,28,12,11,362,6]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 49"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"52","index":51,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 52/ 1"]
[]
["A9-3. How confident do you feel in giving advice about careers in: Engineering"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Not at all confident",130,39,41,39,11,34,96,21,59,10,29,3,8,39,91,29,101,36,94,41,89,59,71,105,25,103,27,115,15,118,12,116,14,65,65,56,74,123,7,125,5,67,63,45,85,32,98,22,108,3,127,0,130,124,0,2,4,37,91,2,9,121,12,117,3,5,2,117,2]
[null,0.13,"*17%",0.13,0.12,"*7%","*7%","*17%","*8%","*20%","*7%",0.15,"*4%",0.1,0.11,0.14000000000000001,"*9%","*14%",0.13,0.13,0.15,0.12,"*16%","*11%","*14%","*9%",0.13,0.11,0.13,0.09,0.13,0.12,0.12,0.19,"*10%","*17%","*9%","*18%",0.13,7.0000000000000007E-2,0.13,0.12,"*10%","*18%","*16%","*11%",0.16,0.12,0.13,0.13,"*2%","*14%","*0%","*14%",0.13,0,0.11,0.09,"*9%","*16%",7.0000000000000007E-2,"*3%","*16%",0.11,0.13,0.05,0.22,0.11,0.13,0.22]
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["2 - Not very confident",262,59,82,78,43,84,178,53,88,15,63,16,27,104,158,70,192,86,176,96,166,103,159,199,63,203,59,229,33,241,21,252,10,151,111,137,125,246,16,255,7,159,103,79,183,79,183,45,217,20,242,9,253,249,1,4,8,94,158,10,41,221,33,222,19,5,7,222,2]
[null,0.26,0.26,0.26,0.23,0.28999999999999998,"*18%","*32%",0.21,"*30%","*10%","*34%",0.24,0.33,0.28999999999999998,0.24,0.23,0.27,0.3,0.24,"*34%","*22%",0.28000000000000003,0.24,0.27,0.22,0.26,0.23,0.27,0.2,0.26,0.21,"*26%","*14%","*23%","*30%","*23%","*30%","*27%","*16%",0.26,0.17,0.24,0.28999999999999998,0.28999999999999998,0.24,"*38%","*22%",0.27,0.25,"*16%","*27%","*9%","*28%",0.26,0.25,0.21,0.19,0.23,0.27,0.34,"*15%","*30%",0.3,0.25,0.32,0.22,0.39,0.25,0.22]
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["3 - Neither",167,32,58,55,22,88,79,50,40,31,24,7,15,58,109,51,116,49,118,45,122,58,109,113,54,124,43,138,29,150,17,155,12,100,67,99,68,148,19,160,7,105,62,44,123,36,131,27,140,23,144,7,160,160,0,4,3,64,97,6,51,116,17,145,13,1,1,145,2]
[null,0.16,0.14000000000000001,0.18,0.17,0.15,"*19%","*14%",0.2,0.14000000000000001,0.22,0.13,0.1,0.19,0.16,0.16,0.17,0.16,0.17,0.16,0.16,0.16,0.16,0.17,0.15,0.19,0.16,0.17,0.16,0.18,0.16,0.17,0.16,0.17,0.15,0.18,0.16,0.16,0.16,0.19,0.16,0.17,0.16,0.18,0.16,0.16,0.17,0.16,0.16,0.16,0.19,0.16,"*7%","*17%",0.17,0,0.21,7.0000000000000007E-2,0.16,0.17,0.21,0.18,0.16,0.16,0.16,0.22,0.04,0.06,0.16,0.22]
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["4 - Fairly confident",363,83,106,126,48,190,173,96,93,68,58,26,22,125,238,123,240,101,262,88,275,117,246,259,104,269,94,300,63,326,37,338,25,255,108,241,122,322,41,346,17,263,100,91,272,54,309,66,297,59,304,54,309,335,3,5,20,161,193,9,126,237,35,315,20,7,5,315,3]
[null,0.35,0.37,0.33,0.38,0.32,"*41%","*31%",0.38,0.32,"*47%",0.31,0.38,0.27,0.35,0.36,"*40%","*34%",0.35,0.36,0.31,0.37,0.32,0.37,0.35,0.36,0.35,0.37,0.35,0.39,0.35,0.37,0.36,0.35,"*39%","*29%","*40%","*29%",0.35,0.41,0.35,0.4,"*39%","*28%",0.33,0.36,"*26%","*38%",0.39,0.35,"*48%","*34%","*51%","*34%",0.35,0.75,0.26,0.47,"*39%",0.33,0.31,"*45%","*32%",0.32,0.36,0.34,0.3,0.28000000000000003,0.36,0.33]
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["5 - Very confident",101,11,31,34,25,66,35,30,12,20,14,16,9,31,70,34,67,16,85,11,90,27,74,60,41,68,33,79,22,88,13,90,11,76,25,69,32,83,18,95,6,77,24,16,85,5,96,8,93,18,83,35,66,89,0,4,8,55,44,2,54,47,12,84,4,5,3,84,0]
[null,0.1,"*5%",0.1,0.1,"*17%","*14%","*6%",0.12,"*4%",0.14000000000000001,7.0000000000000007E-2,"*24%",0.11,0.09,0.11,0.11,0.09,"*6%","*12%","*4%","*12%",7.0000000000000007E-2,0.11,"*8%","*14%",0.09,0.13,0.09,0.14000000000000001,0.1,0.13,0.09,0.15,"*12%","*7%","*11%","*8%","*9%","*18%",0.1,0.14000000000000001,"*11%","*7%","*6%","*11%","*2%","*12%","*5%","*11%",0.15,0.09,"*33%","*7%","*9%",0,0.21,0.19,"*13%","*8%",7.0000000000000007E-2,"*19%","*6%",0.11,0.1,7.0000000000000007E-2,0.22,0.17,0.1,0]
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["CONFIDENT",464,94,137,160,73,256,208,126,105,88,72,42,31,156,308,157,307,117,347,99,365,144,320,319,145,337,127,379,85,414,50,428,36,331,133,310,154,405,59,441,23,340,124,107,357,59,405,74,390,77,387,89,375,424,3,9,28,216,237,11,180,284,47,399,24,12,8,399,3]
[null,0.45,0.42,0.43,0.48,0.49,"*55%","*37%",0.5,"*36%","*61%","*38%","*62%",0.38,0.44,0.46,"*51%","*43%",0.41,0.47,"*35%","*49%","*40%","*49%","*43%","*51%",0.44,0.5,"*44%","*52%",0.45,0.5,0.45,0.5,"*51%","*35%","*51%","*37%","*44%","*58%",0.45,0.55000000000000004,"*51%","*35%","*39%","*48%","*29%","*50%",0.44,0.46,"*63%","*43%","*85%","*41%","*44%",0.75,0.47,"*65%","*53%","*41%",0.38,"*64%","*38%",0.43,0.45,0.41,0.52,0.44,0.45,0.33]
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["NOT CONFIDENT",392,98,123,117,54,118,274,74,147,25,92,19,35,143,249,99,293,122,270,137,255,162,230,304,88,306,86,344,48,359,33,368,24,216,176,193,199,369,23,380,12,226,166,124,268,111,281,67,325,23,369,9,383,373,1,6,12,131,249,12,50,342,45,339,22,10,9,339,4]
[null,0.38,0.44,0.39,0.35,0.36,"*26%","*49%","*30%","*50%","*17%","*49%",0.28000000000000003,0.43,0.4,0.37,"*32%","*41%",0.42,0.37,"*49%","*34%","*45%","*35%","*41%","*31%",0.4,0.34,"*40%","*30%",0.39,0.33,0.39,0.33,"*33%","*47%","*32%","*47%","*40%","*23%",0.39,0.28999999999999998,"*34%","*47%","*45%","*36%","*54%","*34%",0.4,0.38,"*19%","*41%","*9%","*42%",0.39,0.25,0.32,0.28000000000000003,"*32%","*43%",0.41,"*18%","*46%",0.41,0.38,0.37,0.43,0.5,0.38,0.44]
[null,null,"c",null,null,null,null,"a","c","ace",null,"ace",null,"ac","c",null,null,"chj","chj",null,"abcdfhj",null,"bcfhj",null,"bdfkm",null,"bfkm",null,"bfkm",null,"bfkm",null,"bfkm",null,null,"bcdefghijkm",null,"abcdefghijkm","be",null,"be",null,"b","abcde","bdfgi","gi","bdefghij","gi","gi","gi","i","bdgi",null,"bdgi",null,null,null,null,null,"a",null,null,"a"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 50"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"53","index":52,"n_rows":18,"n_cols":9,"rows_kept":18,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 53/ 1"]
[]
["A9 SUMMARY: How confident do you feel in giving advice about careers in the following areas?"]
[]
["Base: All"]
[null,"Total","1 - Not at all confident","2 - Not very confident","3 - Neither","4 - Fairly confident","5 - Very confident","CONFIDENT","NOT CONFIDENT"]
["Science",1023,79,198,149,431,166,597,277]
[null,null,0.08,0.19,0.15,0.42,0.16,0.57999999999999996,0.27]
["Engineering",1023,130,262,167,363,101,464,392]
[null,null,0.13,0.26,0.16,0.35,0.1,0.45,0.38]
["Technology",1023,139,290,219,280,95,375,429]
[null,null,0.14000000000000001,0.28000000000000003,0.21,0.27,0.09,0.37,0.42]
["Page 51"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"54","index":53,"n_rows":48,"n_cols":70,"rows_kept":48,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 54/ 1"]
[]
["A10 What would allow you to be more confident in giving careers advice about Engineering?"]
[]
["Base: Those who are not confident in offering Engineering careers advice"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","*c","d","*e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","*j","k","l","m","n","a","*b","c","*d","e","f","a","b","c","d","e","f","*g","h","*i","j","a","*b","*c","*d","a","b","*c","a","b","a","b","*a","*b","*c","d","*e"]
["Total",392,98,123,117,54,118,274,74,147,25,92,19,35,143,249,99,293,122,270,137,255,162,230,304,88,306,86,344,48,359,33,368,24,216,176,193,199,369,23,380,12,226,166,124,268,111,281,67,325,23,369,9,383,373,1,6,12,131,249,12,50,342,45,339,22,10,9,339,4]
["Training / CPD",68,17,24,22,5,21,47,13,28,6,16,2,3,33,35,22,46,31,37,30,38,23,45,54,14,55,13,64,4,66,2,66,2,28,40,24,44,65,3,68,0,29,39,15,53,23,45,12,56,3,65,0,68,66,0,1,1,23,44,1,6,62,8,59,2,3,1,59,2]
[null,0.17,0.17,0.2,0.19,0.09,0.18,0.17,0.18,0.19,0.24,0.17,0.11,0.09,"*23%","*14%",0.22,0.16,"*25%","*14%",0.22,0.15,0.14000000000000001,0.2,0.18,0.16,0.18,0.15,0.19,0.08,0.18,0.06,0.18,0.08,"*13%","*23%","*12%","*22%",0.18,0.13,0.18,0,"*13%","*23%",0.12,0.2,0.21,0.16,0.18,0.17,0.13,0.18,0,0.18,0.18,0,0.17,0.08,0.18,0.18,0.08,0.12,0.18,0.18,0.17,0.09,0.3,0.11,0.17,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bfhi",null,"f",null,"bdfhi",null,"bf",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"fhkm",null,"fhkm",null,null,null,null,null,"e"]
["Knowledge of jobs within engineering",68,21,21,14,12,13,55,10,32,2,12,1,11,30,38,19,49,19,49,24,44,33,35,53,15,58,10,57,11,64,4,64,4,31,37,29,39,62,6,67,1,33,35,25,43,18,50,11,57,3,65,2,66,66,0,2,0,25,42,1,9,59,5,63,2,2,1,63,0]
[null,0.17,0.21,0.17,0.12,0.22,"*11%","*20%",0.14000000000000001,0.22,0.08,0.13,0.05,"*31%",0.21,0.15,0.19,0.17,0.16,0.18,0.18,0.17,0.2,0.15,0.17,0.17,0.19,0.12,0.17,0.23,0.18,0.12,0.17,0.17,0.14000000000000001,0.21,0.15,0.2,0.17,0.26,0.18,0.08,0.15,0.21,0.2,0.16,0.16,0.18,0.16,0.18,0.13,0.18,0.22,0.17,0.18,0,0.33,0,0.19,0.17,0.08,0.18,0.17,0.11,0.19,0.09,0.2,0.11,0.19,0]
[null,null,null,null,null,null,null,"a",null,null,null,null,null,"ad"]
["Leaflets / guides / information packs",58,12,16,22,8,11,47,8,20,2,20,1,7,25,33,16,42,27,31,26,32,18,40,47,11,42,16,49,9,54,4,57,1,32,26,28,30,52,6,58,0,33,25,13,45,17,41,18,40,3,55,2,56,57,0,1,0,20,37,1,8,50,7,51,4,2,0,51,1]
[null,0.15,0.12,0.13,0.19,0.15,"*9%","*17%",0.11,0.14000000000000001,0.08,"*22%",0.05,0.2,0.17,0.13,0.16,0.14000000000000001,"*22%","*11%",0.19,0.13,0.11,0.17,0.15,0.13,0.14000000000000001,0.19,0.14000000000000001,0.19,0.15,0.12,0.15,0.04,0.15,0.15,0.15,0.15,0.14000000000000001,0.26,0.15,0,0.15,0.15,0.1,0.17,0.15,0.15,"*27%","*12%",0.13,0.15,0.22,0.15,0.15,0,0.17,0,0.15,0.15,0.08,0.16,0.15,0.16,0.15,0.18,0.2,0,0.15,0.25]
[null,null,null,null,null,null,null,"a",null,null,null,null,null,null,null,null,null,null,"bfhi",null,"f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"adfhj"]
["Information on entry requirements",58,21,18,14,5,16,42,13,26,2,12,1,4,23,35,19,39,18,40,27,31,30,28,45,13,46,12,48,10,51,7,54,4,32,26,30,28,54,4,56,2,34,24,17,41,20,38,8,50,4,54,2,56,56,0,1,1,24,33,1,10,48,7,50,5,1,1,50,0]
[null,0.15,"*21%",0.15,0.12,0.09,0.14000000000000001,0.15,0.18,0.18,0.08,0.13,0.05,0.11,0.16,0.14000000000000001,0.19,0.13,0.15,0.15,"*20%","*12%",0.19,0.12,0.15,0.15,0.15,0.14000000000000001,0.14000000000000001,0.21,0.14000000000000001,0.21,0.15,0.17,0.15,0.15,0.16,0.14000000000000001,0.15,0.17,0.15,0.17,0.15,0.14000000000000001,0.14000000000000001,0.15,0.18,0.14000000000000001,0.12,0.15,0.17,0.15,0.22,0.15,0.15,0,0.17,0.08,0.18,0.13,0.08,0.2,0.14000000000000001,0.16,0.15,0.23,0.1,0.11,0.15,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"h"]
["Advice / information from Engineering professionals",36,6,16,9,5,10,26,8,14,1,8,1,4,17,19,12,24,10,26,15,21,12,24,30,6,29,7,33,3,34,2,36,0,20,16,18,18,36,0,36,0,21,15,8,28,10,26,6,30,4,32,0,36,35,0,0,1,18,17,1,4,32,4,32,3,0,1,32,0]
[null,0.09,0.06,0.13,0.08,0.09,0.08,0.09,0.11,0.1,0.04,0.09,0.05,0.11,0.12,0.08,0.12,0.08,0.08,0.1,0.11,0.08,7.0000000000000007E-2,0.1,0.1,7.0000000000000007E-2,0.09,0.08,0.1,0.06,0.09,0.06,0.1,0,0.09,0.09,0.09,0.09,0.1,0,0.09,0,0.09,0.09,0.06,0.1,0.09,0.09,0.09,0.09,0.17,0.09,0,0.09,0.09,0,0,0.08,"*14%","*7%",0.08,0.08,0.09,0.09,0.09,0.14000000000000001,0,0.11,0.09,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Visiting speakers from industry",27,7,10,9,1,7,20,6,11,1,8,0,1,11,16,7,20,10,17,7,20,10,17,21,6,23,4,26,1,27,0,26,1,12,15,8,19,27,0,27,0,12,15,5,22,4,23,6,21,1,26,1,26,23,1,1,2,14,13,0,7,20,6,21,4,1,0,21,1]
[null,7.0000000000000007E-2,7.0000000000000007E-2,0.08,0.08,0.02,0.06,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.04,0.09,0,0.03,0.08,0.06,7.0000000000000007E-2,7.0000000000000007E-2,0.08,0.06,0.05,0.08,0.06,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.08,0.05,0.08,0.02,0.08,0,7.0000000000000007E-2,0.04,0.06,0.09,"*4%","*10%",7.0000000000000007E-2,0,7.0000000000000007E-2,0,0.05,0.09,0.04,0.08,0.04,0.08,0.09,0.06,0.04,7.0000000000000007E-2,0.11,7.0000000000000007E-2,0.06,1,0.17,0.17,"*11%",0.05,0,"*14%","*6%",0.13,0.06,0.18,0.1,0,0.06,0.25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"m",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"b"]
["Work experience in industry",26,9,9,6,2,9,17,7,11,1,5,1,1,6,20,5,21,5,21,8,18,12,14,17,9,19,7,24,2,24,2,24,2,18,8,13,13,25,1,24,2,18,8,11,15,4,22,1,25,2,24,0,26,23,1,0,2,9,16,1,4,22,4,22,3,0,1,22,0]
[null,7.0000000000000007E-2,0.09,7.0000000000000007E-2,0.05,0.04,0.08,0.06,0.09,7.0000000000000007E-2,0.04,0.05,0.05,0.03,0.04,0.08,0.05,7.0000000000000007E-2,0.04,0.08,0.06,7.0000000000000007E-2,7.0000000000000007E-2,0.06,0.06,0.1,0.06,0.08,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.08,0.08,0.05,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.04,0.06,0.17,0.08,0.05,0.09,0.06,0.04,0.08,0.01,0.08,0.09,7.0000000000000007E-2,0,7.0000000000000007E-2,0.06,1,0,0.17,7.0000000000000007E-2,0.06,0.08,0.08,0.06,0.09,0.06,0.14000000000000001,0,0.11,0.06,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"e"]
["More time",9,1,2,4,2,1,8,0,3,0,4,1,1,4,5,1,8,5,4,4,5,3,6,8,1,9,0,8,1,9,0,9,0,5,4,6,3,9,0,9,0,6,3,1,8,5,4,4,5,0,9,0,9,8,0,0,1,3,6,0,2,7,1,8,0,0,1,8,0]
[null,0.02,0.01,0.02,0.03,0.04,0.01,0.03,0,0.02,0,0.04,0.05,0.03,0.03,0.02,0.01,0.03,0.04,0.01,0.03,0.02,0.02,0.03,0.03,0.01,0.03,0,0.02,0.02,0.03,0,0.02,0,0.02,0.02,0.03,0.02,0.02,0,0.02,0,0.03,0.02,0.01,0.03,0.05,0.01,"*6%","*2%",0,0.02,0,0.02,0.02,0,0,0.08,0.02,0.02,0,0.04,0.02,0.02,0.02,0,0,0.11,0.02,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"adf"]
["Visits to STEM facilities/STEM events in school",7,3,2,2,0,4,3,2,3,2,0,0,0,2,5,2,5,2,5,4,3,2,5,5,2,6,1,6,1,7,0,7,0,5,2,5,2,7,0,7,0,5,2,1,6,4,3,0,7,0,7,1,6,6,0,1,0,1,6,0,1,6,3,4,1,1,0,4,1]
[null,0.02,0.03,0.02,0.02,0,0.03,0.01,0.03,0.02,0.08,0,0,0,0.01,0.02,0.02,0.02,0.02,0.02,0.03,0.01,0.01,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.02,0,0.02,0,0.02,0.01,0.03,0.01,0.02,0,0.02,0,0.02,0.01,0.01,0.02,0.04,0.01,0,0.02,0,0.02,0.11,0.02,0.02,0,0.17,0,0.01,0.02,0,0.02,0.02,"*7%","*1%",0.05,0.1,0,"*1%",0.25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Other",12,2,4,3,3,4,8,2,4,1,2,1,2,4,8,0,12,2,10,3,9,2,10,9,3,10,2,10,2,11,1,12,0,7,5,6,6,12,0,12,0,7,5,2,10,3,9,3,9,1,11,1,11,12,0,0,0,1,10,1,1,11,1,10,0,0,1,10,0]
[null,0.03,0.02,0.03,0.03,0.06,0.03,0.03,0.03,0.03,0.04,0.02,0.05,0.06,0.03,0.03,"*0%","*4%",0.02,0.04,0.02,0.04,0.01,0.04,0.03,0.03,0.03,0.02,0.03,0.04,0.03,0.03,0.03,0,0.03,0.03,0.03,0.03,0.03,0,0.03,0,0.03,0.03,0.02,0.04,0.03,0.03,0.04,0.03,0.04,0.03,0.11,0.03,0.03,0,0,0,0.01,0.04,0.08,0.02,0.03,0.02,0.03,0,0,0.11,0.03,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"c",null,null,null,null,null,"c"]
["Don't know",144,36,38,46,24,49,95,25,49,12,34,12,12,44,100,34,110,40,104,44,100,63,81,115,29,113,31,127,17,129,15,132,12,85,59,75,69,136,8,137,7,88,56,54,90,39,105,23,121,7,137,2,142,137,0,2,5,43,95,6,17,127,16,123,9,3,4,123,0]
[null,0.37,0.37,0.31,0.39,0.44,0.42,0.35,0.34,0.33,0.48,0.37,0.63,0.34,0.31,0.4,0.34,0.38,0.33,0.39,0.32,0.39,0.39,0.35,0.38,0.33,0.37,0.36,0.37,0.35,0.36,0.45,0.36,0.5,0.39,0.34,0.39,0.35,0.37,0.35,0.36,0.57999999999999996,0.39,0.34,0.44,0.34,0.35,0.37,0.34,0.37,0.3,0.37,0.22,0.37,0.37,0,0.33,0.42,0.33,0.38,0.5,0.34,0.37,0.36,0.36,0.41,0.3,0.44,0.36,0]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 52"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"55","index":54,"n_rows":34,"n_cols":70,"rows_kept":34,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 55/ 1"]
[]
["A11-1. How positive or negative is your view on: Science"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["2 - Quite negative",3,0,2,1,0,0,3,0,2,0,1,0,0,0,3,0,3,0,3,0,3,2,1,3,0,3,0,3,0,3,0,2,1,1,2,1,2,3,0,3,0,1,2,2,1,0,3,0,3,0,3,0,3,3,0,0,0,0,3,0,0,3,0,3,0,0,0,3,0]
[null,"*%",0,0.01,"*%",0,0,0.01,0,0.01,0,0.01,0,0,0,"*%",0,"*%",0,"*%",0,"*%",0.01,"*%","*%",0,"*%",0,"*%",0,"*%",0,"*%",0.01,"*%",0.01,"*%","*%","*%",0,"*%",0,"*%",0.01,0.01,"*%",0,"*%",0,"*%",0,"*%",0,"*%","*%",0,0,0,0,0.01,0,0,"*%",0,"*%",0,0,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["3 - Neutral",58,13,16,18,11,30,28,15,14,9,9,6,5,5,53,3,55,4,54,2,56,19,39,48,10,49,9,52,6,52,6,54,4,26,32,25,33,56,2,57,1,28,30,17,41,0,58,3,55,0,58,8,50,53,1,1,3,13,44,1,10,48,10,42,5,2,3,42,0]
[null,0.06,0.06,0.05,0.05,7.0000000000000007E-2,0.06,0.05,0.06,0.05,0.06,0.05,0.09,0.06,"*1%","*8%","*1%","*8%","*1%","*7%","*1%","*8%",0.05,0.06,7.0000000000000007E-2,0.03,0.06,0.04,0.06,0.04,0.06,0.06,0.06,0.06,"*4%","*9%","*4%","*8%",0.06,0.02,0.06,0.02,"*4%","*9%",0.06,0.05,"*0%","*7%","*2%","*6%","*0%","*6%",0.08,0.05,0.06,0.25,0.05,7.0000000000000007E-2,"*3%","*8%",0.03,0.04,0.06,0.09,"*5%",0.08,0.09,0.17,"*5%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"aceg",null,"aceg",null,"aceg",null,"aceg","aceg","aceg","k",null,"k",null,null,null,null,null,null,null,null,"bdfkm",null,"bdkm",null,null,null,null,null,"be","ceg","ceg",null,"ceg",null,"ceg",null,"ceg","ceg","ceg",null,null,null,null,null,"a"]
["4 - Quite positive",246,75,70,67,34,111,135,65,80,25,42,21,13,59,187,56,190,43,203,47,199,110,136,190,56,192,54,207,39,221,25,236,10,139,107,123,123,225,21,240,6,144,102,84,162,27,219,18,228,27,219,24,222,227,0,8,11,82,158,6,58,188,34,207,23,8,2,207,1]
[null,0.24,"*33%",0.22,"*20%",0.23,0.24,0.24,0.26,0.27,"*17%",0.22,0.31,0.16,"*17%","*28%","*18%","*27%","*15%","*28%","*17%","*27%","*30%","*21%","*26%","*20%",0.25,0.21,0.24,0.24,0.24,0.25,"*25%","*14%","*21%","*28%","*20%","*29%",0.24,0.21,0.24,0.14000000000000001,"*21%","*29%","*31%","*22%","*13%","*27%","*11%","*27%",0.22,0.24,0.23,0.24,0.24,0,0.42,0.26,"*20%","*27%",0.21,0.21,0.25,0.31,0.23,"*39%",0.35,0.11,0.23,0.11]
[null,null,"bcd",null,null,null,null,null,"c","cf",null,null,"cf",null,null,"acegj",null,"acegj",null,"acegj",null,"acegj","acegj","e","bjm",null,"jm",null,null,null,null,null,"jm",null,null,"bdjkm",null,"bdegjkm",null,null,null,null,null,"de","bcehj","ce",null,"bce",null,"bce","ce","ce","ce","ce",null,null,null,null,null,"a",null,null,null,null,null,"d"]
["5 - Very positive",716,136,230,246,104,321,395,170,196,110,136,41,63,293,423,248,468,241,475,232,484,233,483,495,221,523,193,599,117,647,69,659,57,481,235,453,263,638,78,681,35,498,218,172,544,179,537,147,569,96,620,73,643,674,3,10,29,316,378,22,213,503,65,631,31,13,13,631,8]
[null,0.7,"*61%",0.72,"*74%",0.7,0.69,0.7,0.68,0.67,0.76,0.72,0.6,0.78,"*82%","*64%","*81%","*65%","*84%","*65%","*83%","*65%","*64%","*73%","*67%","*77%","*68%","*75%",0.7,0.72,0.7,0.69,0.69,0.79,"*74%","*63%","*75%","*62%",0.69,0.77,0.69,0.83,"*74%","*62%","*63%","*73%","*87%","*66%","*88%","*67%","*78%","*69%",0.7,0.7,0.7,0.75,0.53,0.67,"*77%","*65%",0.76,"*76%","*68%","*60%","*71%","*53%",0.56999999999999995,0.72,"*71%",0.89]
[null,null,null,"a","a",null,null,null,null,null,"be",null,null,"e","bdfhij",null,"bdfhij",null,"bdfhij",null,"bdfhij",null,null,"bdfhi",null,"acegiln","n","acln","ln","ln","ln",null,"ln","aln","aceiln",null,"acegiln",null,"f","f","f","f","acf",null,null,"adf","abdfghij",null,"abdfghij",null,"adfh","a",null,"a",null,null,null,null,"b",null,null,"b",null,null,"a",null,null,null,"a"]
["POSITIVE",962,211,300,313,138,432,530,235,276,135,178,62,76,352,610,304,658,284,678,279,683,343,619,685,277,715,247,806,156,868,94,895,67,620,342,576,386,863,99,921,41,642,320,256,706,206,756,165,797,123,839,97,865,901,3,18,40,398,536,28,271,691,99,838,54,21,15,838,9]
[null,0.94,0.94,0.94,0.94,0.93,0.94,0.94,0.94,0.95,0.94,0.95,0.91,0.94,"*99%","*92%","*99%","*92%","*99%","*92%","*99%","*92%",0.94,0.94,"*93%","*97%",0.93,0.96,0.94,0.96,0.94,0.94,0.94,0.93,"*96%","*91%","*96%","*92%",0.94,0.98,0.94,0.98,"*96%","*91%",0.93,0.94,"*100%","*93%","*98%","*93%","*100%","*93%",0.92,0.94,0.94,0.75,0.95,0.93,"*97%","*92%",0.97,"*96%","*93%",0.91,"*95%",0.92,0.91,0.83,"*95%",1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdfhij",null,"bdfhij",null,"bdfhij",null,"bdfhij",null,null,null,null,"acln",null,"aln",null,"l","l",null,"l",null,"acln",null,"aln",null,null,"f",null,null,"f",null,null,null,"abdfhij",null,"abdfhij",null,"abdfhij",null,null,null,null,null,null,null,"b",null,null,"b"]
["NEGATIVE",3,0,2,1,0,0,3,0,2,0,1,0,0,0,3,0,3,0,3,0,3,2,1,3,0,3,0,3,0,3,0,2,1,1,2,1,2,3,0,3,0,1,2,2,1,0,3,0,3,0,3,0,3,3,0,0,0,0,3,0,0,3,0,3,0,0,0,3,0]
[null,"*%",0,0.01,"*%",0,0,0.01,0,0.01,0,0.01,0,0,0,"*%",0,"*%",0,"*%",0,"*%",0.01,"*%","*%",0,"*%",0,"*%",0,"*%",0,"*%",0.01,"*%",0.01,"*%","*%","*%",0,"*%",0,"*%",0.01,0.01,"*%",0,"*%",0,"*%",0,"*%",0,"*%","*%",0,0,0,0,0.01,0,0,"*%",0,"*%",0,0,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 53"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"56","index":55,"n_rows":36,"n_cols":70,"rows_kept":36,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 56/ 1"]
[]
["A11-2. How positive or negative is your view on: Technology"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Very negative",3,0,2,1,0,1,2,0,2,1,0,0,0,0,3,0,3,0,3,0,3,2,1,3,0,3,0,2,1,3,0,3,0,1,2,1,2,3,0,3,0,1,2,2,1,0,3,0,3,0,3,1,2,3,0,0,0,0,3,0,1,2,0,3,0,0,0,3,0]
[null,"*%",0,0.01,"*%",0,"*%","*%",0,0.01,0.01,0,0,0,0,"*%",0,"*%",0,"*%",0,"*%",0.01,"*%","*%",0,"*%",0,"*%",0.01,"*%",0,"*%",0,"*%",0.01,"*%","*%","*%",0,"*%",0,"*%",0.01,0.01,"*%",0,"*%",0,"*%",0,"*%",0.01,"*%","*%",0,0,0,0,0.01,0,"*%","*%",0,"*%",0,0,0,"*%",0]
["2 - Quite negative",13,3,3,3,4,4,9,1,5,0,3,3,1,5,8,3,10,2,11,2,11,4,9,9,4,9,4,10,3,12,1,13,0,7,6,6,7,12,1,13,0,7,6,4,9,2,11,2,11,0,13,2,11,13,0,0,0,7,6,0,3,10,2,9,2,0,0,9,0]
[null,0.01,0.01,0.01,0.01,0.03,0.01,0.02,"*%",0.02,0,0.02,"*4%",0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.02,0.01,0.01,0.01,0,0.01,0.02,0.01,0.02,0.01,0.01,0.01,0,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0,0.01,0.02,0.01,0.01,0,0,0,0.02,0.01,0,0.01,0.01,0.02,0.01,0.03,0,0,0.01,0]
[null,null,null,null,null,null,null,null,null,null,null,null,"ac"]
["3 - Neutral",104,30,31,35,8,34,70,17,44,12,23,5,3,44,60,33,71,34,70,37,67,37,67,75,29,78,26,88,16,97,7,100,4,60,44,56,48,95,9,104,0,64,40,32,72,26,78,21,83,9,95,4,100,95,1,2,6,33,67,4,16,88,24,77,10,7,5,77,2]
[null,0.1,0.13,0.1,0.11,"*5%","*7%","*12%","*7%","*15%",0.08,0.12,7.0000000000000007E-2,"*4%",0.12,0.09,0.11,0.1,0.12,0.1,0.13,0.09,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.11,7.0000000000000007E-2,0.11,0.06,0.09,0.12,0.09,0.11,0.1,0.09,"*11%","*0%",0.1,0.11,0.12,0.1,0.13,0.1,0.13,0.1,7.0000000000000007E-2,0.11,"*4%","*11%",0.1,0.25,0.11,0.14000000000000001,0.08,0.11,0.14000000000000001,"*6%","*12%","*22%","*9%",0.17,0.3,0.28000000000000003,"*9%",0.22]
[null,null,"d",null,null,null,null,"a",null,"acf",null,"f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d","d","d",null,"d","d","i",null,"i",null,"i","i",null,"i",null,"i",null,null,null,null,null,null,null,null,"a","b",null,"d"]
["4 - Quite positive",335,80,115,96,44,148,187,92,103,35,61,21,23,130,205,105,230,102,233,99,236,137,198,241,94,250,85,280,55,301,34,314,21,201,134,184,151,306,29,320,15,211,124,96,239,73,262,56,279,43,292,33,302,313,1,9,12,126,201,8,71,264,38,288,23,9,3,288,3]
[null,0.33,0.36,0.36,0.28999999999999998,0.3,0.32,0.33,0.37,0.35,"*24%",0.32,0.31,0.28000000000000003,0.36,0.31,0.34,0.32,0.35,0.32,0.35,0.32,"*38%","*30%",0.33,0.33,0.33,0.33,0.33,0.34,0.33,0.34,0.33,0.28999999999999998,0.31,0.36,0.31,0.36,0.33,0.28999999999999998,0.33,0.36,0.31,0.35,0.35,0.32,0.35,0.32,0.33,0.33,0.35,0.32,0.31,0.33,0.33,0.25,0.47,0.28000000000000003,0.31,0.34,0.28000000000000003,"*25%","*36%",0.35,0.33,0.39,0.39,0.17,0.33,0.33]
[null,null,null,"c",null,null,null,null,"c","c",null,null,null,null,"j",null,null,null,null,null,null,null,"bj",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["5 - Very positive",568,111,167,197,93,275,293,140,138,96,101,39,54,178,390,166,402,150,418,143,425,184,384,408,160,427,141,481,87,510,58,521,47,378,190,355,213,506,62,541,27,388,180,141,427,105,463,89,479,71,497,65,503,533,2,8,25,245,306,17,190,378,45,506,24,7,10,506,4]
[null,0.56000000000000005,"*50%",0.53,0.59,0.62,"*60%","*52%",0.56000000000000005,"*47%","*67%",0.54,0.56999999999999995,"*67%","*50%","*59%",0.54,0.56000000000000005,0.52,0.56999999999999995,0.51,0.56999999999999995,"*51%","*58%",0.55000000000000004,0.56000000000000005,0.56000000000000005,0.55000000000000004,0.56000000000000005,0.54,0.55000000000000004,0.57999999999999996,0.55000000000000004,0.65,"*58%","*51%","*59%","*51%",0.55000000000000004,0.61,0.55000000000000004,0.64,"*58%","*51%",0.51,0.56999999999999995,0.51,0.56999999999999995,0.53,0.56000000000000005,0.57999999999999996,0.55000000000000004,0.62,0.55000000000000004,0.56000000000000005,0.5,0.42,0.57999999999999996,"*60%","*52%",0.59,"*68%","*51%","*41%","*57%","*41%",0.3,0.56000000000000005,"*57%",0.44]
[null,null,null,null,"a","ab","b",null,"b",null,"abd",null,null,"bd",null,"agi",null,null,null,"ai",null,"ai",null,"agi",null,null,null,null,null,null,null,null,null,"ln","ln",null,"ln",null,null,null,null,null,"f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"b",null,null,"a",null,null,null,"a"]
["POSITIVE",903,191,282,293,137,423,480,232,241,131,162,60,77,308,595,271,632,252,651,242,661,321,582,649,254,677,226,761,142,811,92,835,68,579,324,539,364,812,91,861,42,599,304,237,666,178,725,145,758,114,789,98,805,846,3,17,37,371,507,25,261,642,83,794,47,16,13,794,7]
[null,0.88,0.85,0.89,0.88,0.92,"*92%","*86%","*93%","*83%",0.91,0.86,0.88,"*95%",0.86,0.89,0.88,0.88,0.88,0.89,0.86,0.89,0.88,0.88,0.88,0.89,0.88,0.88,0.88,0.88,0.88,0.92,0.88,0.94,0.89,0.86,0.9,0.86,0.88,0.9,"*88%","*100%",0.89,0.86,0.86,0.89,0.86,0.89,0.86,0.89,0.93,0.88,0.93,0.88,0.88,0.75,0.89,0.86,0.9,0.87,0.86,"*93%","*87%","*76%","*90%","*80%",0.7,0.72,"*90%",0.78]
[null,null,null,null,null,null,"b",null,"bd",null,"b",null,null,"bd",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"abcef",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"a",null,null,null,"a"]
["NEGATIVE",16,3,5,4,4,5,11,1,7,1,3,3,1,5,11,3,13,2,14,2,14,6,10,12,4,12,4,12,4,15,1,16,0,8,8,7,9,15,1,16,0,8,8,6,10,2,14,2,14,0,16,3,13,16,0,0,0,7,9,0,4,12,2,12,2,0,0,12,0]
[null,0.02,0.01,0.02,0.01,0.03,0.01,0.02,"*%",0.02,0.01,0.02,0.04,0.01,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.01,0.02,0.02,0.01,0.02,0,0.01,0.02,0.01,0.02,0.02,0.01,0.02,0,0.01,0.02,0.02,0.01,0.01,0.02,0.01,0.02,0,0.02,0.03,0.01,0.02,0,0,0,0.02,0.02,0,0.01,0.02,0.02,0.01,0.03,0,0,0.01,0]
[null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 54"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"57","index":56,"n_rows":36,"n_cols":70,"rows_kept":36,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 57/ 1"]
[]
["A11-3. How positive or negative is your view on: Engineering"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Very negative",2,1,0,0,1,1,1,0,1,0,0,1,0,2,0,2,0,1,1,1,1,0,2,2,0,2,0,2,0,2,0,2,0,2,0,2,0,2,0,2,0,2,0,0,2,0,2,0,2,0,2,1,1,2,0,0,0,0,2,0,1,1,0,2,0,0,0,2,0]
[null,"*%","*%",0,0,0.01,"*%","*%",0,"*%",0,0,"*1%",0,0.01,0,"*1%","*0%","*%","*%","*%","*%",0,"*%","*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,0,"*%",0,"*%",0,"*%",0,"*%",0.01,"*%","*%",0,0,0,0,"*%",0,"*%","*%",0,"*%",0,0,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d",null,"bd"]
["2 - Quite negative",14,5,5,2,2,5,9,4,6,0,2,1,1,3,11,3,11,2,12,2,12,3,11,13,1,13,1,12,2,12,2,13,1,7,7,6,8,14,0,13,1,7,7,2,12,1,13,1,13,0,14,2,12,13,0,1,0,5,8,1,4,10,3,10,2,1,0,10,0]
[null,0.01,0.02,0.02,0.01,0.01,0.01,0.02,0.02,0.02,0,0.01,0.01,0.01,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0.02,0.02,"*%",0.02,"*%",0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.01,0.02,0.02,0,0.01,0.02,0.01,0.02,0.01,0.02,"*%",0.02,0.01,0.02,0,0.02,0.02,0.01,0.01,0,0.05,0,0.01,0.01,0.03,0.01,0.01,0.03,0.01,0.03,0.04,0,0.01,0]
["3 - Neutral",90,26,25,27,12,26,64,16,35,4,23,6,6,24,66,18,72,22,68,25,65,29,61,68,22,67,23,77,13,81,9,86,4,46,44,42,48,82,8,88,2,46,44,25,65,20,70,13,77,3,87,1,89,82,0,2,6,24,66,0,14,76,14,70,8,3,3,70,0]
[null,0.09,0.12,0.08,0.08,0.08,"*6%","*11%",0.06,"*12%","*3%",0.12,0.09,7.0000000000000007E-2,7.0000000000000007E-2,0.1,"*6%","*10%",0.08,0.09,0.09,0.09,0.08,0.09,0.09,0.08,0.09,0.09,0.09,0.08,0.09,0.09,0.09,0.06,"*7%","*12%","*7%","*11%",0.09,0.08,0.09,0.05,"*7%","*13%",0.09,0.09,0.1,0.09,0.08,0.09,"*2%","*10%","*1%","*10%",0.09,0,0.11,0.14000000000000001,"*6%","*11%",0,"*5%","*10%",0.13,"*8%",0.14000000000000001,0.13,0.17,"*8%",0]
[null,null,null,null,null,null,null,"a",null,"ac",null,"ac",null,null,null,"c",null,"c",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"km",null,"km",null,null,null,null,null,"e","gi","gi","gi","gi","i","gi",null,"gi",null,"gi",null,null,null,null,null,"a",null,null,"a"]
["4 - Quite positive",277,78,93,77,29,116,161,72,99,25,52,19,10,100,177,76,201,82,195,87,190,105,172,218,59,222,55,244,33,256,21,265,12,153,124,140,137,261,16,272,5,163,114,78,199,60,217,45,232,29,248,20,257,262,1,7,7,115,152,10,59,218,35,238,22,7,3,238,3]
[null,0.27,"*35%",0.28999999999999998,0.23,"*19%",0.25,0.28999999999999998,0.28999999999999998,"*34%","*17%",0.28000000000000003,0.28000000000000003,"*12%",0.28000000000000003,0.27,0.25,0.28000000000000003,0.28000000000000003,0.27,0.31,0.26,0.28999999999999998,0.26,"*30%","*21%","*29%","*21%","*28%","*20%",0.28000000000000003,0.21,"*28%","*17%","*24%","*33%","*23%","*33%","*28%","*16%","*28%","*12%","*24%","*32%",0.28000000000000003,0.27,0.28999999999999998,0.27,0.27,0.27,0.24,0.28000000000000003,0.19,0.28000000000000003,0.27,0.25,0.37,0.16,0.28000000000000003,0.26,0.34,"*21%","*29%",0.32,0.27,0.37,0.3,0.17,0.27,0.33]
[null,null,"cd","d",null,null,null,null,"cf","cf",null,"cf","f",null,null,null,null,null,null,null,null,null,null,null,"bdfjkm",null,"bdfjkm",null,"bdfjkm",null,"bdj",null,"bdfjm",null,null,"bdfhjkm",null,"bdfhjkm","bd",null,"bd",null,null,"bde",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["5 - Very positive",640,114,195,226,105,314,326,158,151,115,111,41,64,228,412,208,432,181,459,166,474,227,413,435,205,463,177,526,114,572,68,585,55,439,201,412,228,563,77,606,34,453,187,170,470,125,515,109,531,91,549,81,559,598,3,9,30,267,355,18,203,437,57,563,27,12,12,563,6]
[null,0.63,"*51%",0.61,"*68%","*70%","*68%","*58%",0.63,"*52%","*80%",0.59,0.6,"*79%",0.64,0.62,"*68%","*60%",0.63,0.62,0.59,0.64,0.62,0.63,"*59%","*71%","*60%","*69%","*61%","*70%",0.62,0.68,"*62%","*76%","*68%","*53%","*68%","*54%","*61%","*76%","*62%","*81%","*68%","*53%",0.62,0.63,0.61,0.63,0.65,0.62,"*74%","*61%","*77%","*61%",0.62,0.75,0.47,0.7,0.65,0.61,0.62,"*72%","*59%","*52%","*64%","*46%",0.52,0.67,"*64%",0.67]
[null,null,null,"a","a","a","b",null,"b",null,"abde",null,null,"abde",null,null,"dg",null,null,null,null,null,null,null,null,"acegiln","ln","acegiln","ln","acegiln","ln","ln","ln","acegiln","acegiln",null,"acegiln",null,"f","acf","f","acf","acf",null,null,null,null,null,null,null,"abcdfhj",null,"abcdefhj",null,null,null,null,null,null,null,null,"b",null,null,"a",null,null,null,"a"]
["POSITIVE",917,192,288,303,134,430,487,230,250,140,163,60,74,328,589,284,633,263,654,253,664,332,585,653,264,685,232,770,147,828,89,850,67,592,325,552,365,824,93,878,39,616,301,248,669,185,732,154,763,120,797,101,816,860,4,16,37,382,507,28,262,655,92,801,49,19,15,801,9]
[null,0.9,"*86%",0.91,0.91,0.9,"*93%","*87%",0.92,"*86%","*97%",0.87,0.88,0.91,0.92,0.88,"*93%","*88%",0.91,0.89,0.9,0.89,0.91,0.89,0.89,0.92,0.89,0.91,0.89,0.91,0.9,0.89,0.89,0.93,"*91%","*86%","*92%","*87%",0.89,0.92,0.9,0.93,"*92%","*86%",0.9,0.89,0.9,0.9,0.92,0.89,"*98%","*89%","*96%","*89%",0.9,1,0.84,0.86,"*93%","*87%",0.97,"*93%","*88%",0.84,"*91%",0.83,0.83,0.83,"*91%",1]
[null,null,null,null,"a",null,"b",null,"b",null,"abde",null,null,null,null,null,"d",null,null,null,null,null,null,null,null,"ln",null,null,null,null,null,null,null,null,"ln",null,"ln",null,null,null,"f",null,"f",null,null,null,null,null,null,null,"abcdefhj",null,"bdfhj",null,null,null,null,null,"b",null,null,"b",null,null,"a"]
["NEGATIVE",16,6,5,2,3,6,10,4,7,0,2,2,1,5,11,5,11,3,13,3,13,3,13,15,1,15,1,14,2,14,2,15,1,9,7,8,8,16,0,15,1,9,7,2,14,1,15,1,15,0,16,3,13,15,0,1,0,5,10,1,5,11,3,12,2,1,0,12,0]
[null,0.02,0.03,0.02,0.01,0.02,0.01,0.02,0.02,0.02,0,0.01,0.03,0.01,0.01,0.02,0.02,0.02,0.01,0.02,0.01,0.02,0.01,0.02,0.02,"*%",0.02,"*%",0.02,0.01,0.02,0.02,0.02,0.01,0.01,0.02,0.01,0.02,0.02,0,0.02,0.02,0.01,0.02,0.01,0.02,"*%",0.02,0.01,0.02,0,0.02,0.03,0.01,0.02,0,0.05,0,0.01,0.02,0.03,0.02,0.01,0.03,0.01,0.03,0.04,0,0.01,0]
[null,null,"c",null,null,null,null,null,null,null,null,null,"c"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 55"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"58","index":57,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 58/ 1"]
[]
["A11-4. How positive or negative is your view on: Maths"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Very negative",4,3,0,1,0,0,4,0,3,0,1,0,0,3,1,2,2,3,1,3,1,0,4,4,0,4,0,4,0,3,1,4,0,4,0,4,0,4,0,4,0,4,0,0,4,0,4,0,4,0,4,0,4,4,0,0,0,1,3,0,0,4,0,4,0,0,0,4,0]
[null,"*%","*1%",0,"*%",0,0,0.01,0,"*1%",0,0.01,0,0,0.01,"*%",0.01,"*%","*1%","**%","*1%","**%",0,0.01,0.01,0,0.01,0,"*%",0,"*%",0.01,"*%",0,0.01,0,0.01,0,"*%",0,"*%",0,0.01,0,0,0.01,0,"*%",0,"*%",0,"*%",0,"*%","*%",0,0,0,"*%",0.01,0,0,0.01,0,"*%",0,0,0,"*%",0]
[null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"fh",null,"bfhi",null,null,null,null,null,null,null,null,null,null,"n"]
["2 - Quite negative",5,0,4,1,0,1,4,1,3,0,1,0,0,2,3,0,5,1,4,1,4,0,5,4,1,4,1,5,0,5,0,3,2,3,2,3,2,5,0,5,0,3,2,0,5,1,4,1,4,0,5,0,5,5,0,0,0,0,5,0,0,5,0,5,0,0,0,5,0]
[null,"*%",0,"*1%","*%",0,"*%",0.01,"*%",0.01,0,0.01,0,0,0.01,"*%",0,0.01,"*%",0.01,"*%",0.01,0,0.01,0.01,"*%",0.01,"*%",0.01,0,0.01,0,"**%","*3%","*%",0.01,"*%","*%",0.01,0,0.01,0,"*%",0.01,0,0.01,"*%","*%",0.01,"*%",0,0.01,0,0.01,0.01,0,0,0,0,0.01,0,0,0.01,0,0.01,0,0,0,0.01,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"abcefgikmn"]
["3 - Neutral",86,27,24,25,10,32,54,19,32,8,17,5,5,34,52,26,60,29,57,28,58,3,83,70,16,73,13,77,9,80,6,83,3,37,49,38,48,81,5,85,1,41,45,4,82,20,66,16,70,4,82,10,76,81,0,1,4,34,52,0,23,63,13,67,8,2,3,67,0]
[null,0.08,"*12%",0.08,0.08,7.0000000000000007E-2,7.0000000000000007E-2,0.1,0.08,0.11,0.06,0.09,7.0000000000000007E-2,0.06,0.1,0.08,0.08,0.08,0.1,0.08,0.1,0.08,"*1%","*13%","*10%","*6%","*10%","*5%",0.09,0.06,0.09,0.06,0.09,0.04,"*6%","*13%","*6%","*11%",0.09,0.05,0.09,0.02,"*6%","*13%","*1%","*11%",0.1,0.08,0.1,0.08,"*3%","*9%",0.1,0.08,0.08,0,0.05,0.09,0.08,0.09,0,0.08,0.08,0.12,"*8%",0.14000000000000001,0.09,0.17,"*8%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i","i","i","i","i","i","i","i",null,"bdfhi","bdkm",null,"bdkm",null,"dk",null,"k",null,"k",null,null,"bdefgijkm",null,"bdfkm","e",null,null,null,null,"abcde",null,"ag","ag","a","ag","a",null,"ag","a","ag"]
["4 - Quite positive",263,60,95,77,31,123,140,68,87,34,43,21,10,112,151,91,172,82,181,87,176,52,211,201,62,204,59,230,33,242,21,254,9,162,101,150,113,244,19,258,5,168,95,32,231,62,201,46,217,39,224,29,234,244,0,9,10,110,142,11,79,184,23,235,16,5,2,235,0]
[null,0.26,0.27,"*30%",0.23,0.21,0.27,0.25,0.27,0.3,0.24,0.23,0.31,"*12%","*31%","*23%",0.3,0.24,0.28000000000000003,0.25,"*31%","*24%","*14%","*32%",0.27,0.22,0.27,0.23,0.27,0.2,0.26,0.21,"*27%","*13%",0.25,0.27,0.25,0.27,0.26,0.19,"*26%","*12%",0.25,0.27,"*12%","*31%",0.3,0.25,0.27,0.25,0.32,0.25,0.28000000000000003,0.25,0.25,0,0.47,0.23,0.27,0.24,0.38,0.28000000000000003,0.25,0.21,0.27,0.27,0.22,0.11,0.27,0]
[null,null,null,"d",null,null,null,null,"f","f","f","f","f",null,"bdfhi","i","bhi","i","i","i","bdfhi","i",null,"bdfhi","j",null,"j",null,"j",null,"j",null,"j",null,"j","j","j","j","d",null,"d",null,null,"d",null,"adfhj","a","a","a","a","a","a","a","a"]
["5 - Very positive",665,134,195,228,108,306,359,162,167,102,126,42,66,206,459,188,477,173,492,162,503,309,356,457,208,482,183,545,120,593,72,607,58,441,224,407,258,588,77,629,36,455,210,239,426,123,542,105,560,80,585,66,599,623,4,9,29,266,381,18,179,486,73,572,35,16,13,572,9]
[null,0.65,0.6,0.61,0.69,"*72%",0.66,0.64,0.65,"*57%",0.71,0.67,0.62,"*81%","*58%","*69%",0.61,0.67,"*60%","*67%","*58%","*68%","*85%","*54%","*62%","*72%","*63%","*71%","*63%","*74%",0.64,0.72,"*64%","*81%","*68%","*60%","*68%","*61%","*64%","*76%","*64%","*86%","*68%","*60%","*87%","*57%",0.6,0.66,0.63,0.65,0.65,0.65,0.63,0.65,0.65,1,0.47,0.67,0.65,0.65,0.62,0.64,0.65,0.67,0.65,0.59,0.7,0.72,0.65,1]
[null,null,null,null,"ab","ab",null,null,null,null,"b","b",null,"abde",null,"acegj","j","aegj",null,"aegj",null,"acegj","abcdefghj",null,null,"acegiln",null,"acegiln",null,"acegiln",null,"ln",null,"acegiklmn","aceln",null,"aln",null,null,"acf",null,"acef","f",null,"bcdefghij",null,null,"b",null,"b",null,"b",null,"b"]
["POSITIVE",928,194,290,305,139,429,499,230,254,136,169,63,76,318,610,279,649,255,673,249,679,361,567,658,270,686,242,775,153,835,93,861,67,603,325,557,371,832,96,887,41,623,305,271,657,185,743,151,777,119,809,95,833,867,4,18,39,376,523,29,258,670,96,807,51,21,15,807,9]
[null,0.91,"*87%",0.91,0.92,0.93,"*93%","*89%",0.92,"*87%",0.94,0.9,0.93,0.94,0.89,0.92,0.91,0.91,0.89,0.92,0.89,0.92,"*99%","*86%","*89%","*94%","*89%","*95%",0.9,0.94,0.9,0.93,0.91,0.93,"*93%","*86%","*93%","*88%",0.9,0.95,0.9,0.98,"*93%","*87%","*99%","*88%",0.9,0.91,0.9,0.91,"*97%","*90%",0.9,0.91,0.91,1,0.95,0.91,0.91,0.9,1,0.92,0.9,0.88,0.91,0.86,0.91,0.83,0.91,1]
[null,null,null,null,"a","a","b",null,null,null,"b",null,null,null,null,"j","j","j",null,"j",null,"j","abcdefghj",null,null,"aceln",null,"acegiln",null,"aln","l",null,"l",null,"aceln",null,"aln",null,null,"f","f","f","f",null,"bcdefhij",null,null,"b",null,"b","bcdefhj"]
["NEGATIVE",9,3,4,2,0,1,8,1,6,0,2,0,0,5,4,2,7,4,5,4,5,0,9,8,1,8,1,9,0,8,1,7,2,7,2,7,2,9,0,9,0,7,2,0,9,1,8,1,8,0,9,0,9,9,0,0,0,1,8,0,0,9,0,9,0,0,0,9,0]
[null,0.01,0.01,0.01,0.01,0,"**%","*1%","*%","*2%",0,0.01,0,0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,"*0%","*1%",0.01,"*%",0.01,"*%",0.01,0,0.01,0.01,0.01,0.03,0.01,0.01,0.01,"*%",0.01,0,0.01,0,0.01,0.01,0,0.01,"*%",0.01,0.01,0.01,0,0.01,0,0.01,0.01,0,0,0,"*%",0.01,0,0,0.01,0,0.01,0,0,0,0.01,0]
[null,null,null,null,null,null,null,"a",null,null,null,null,null,null,"i",null,null,null,"i",null,"i",null,null,"i",null,null,null,null,null,null,null,null,null,"bfn"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 56"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"59","index":58,"n_rows":20,"n_cols":9,"rows_kept":20,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 59/ 1"]
[]
["A11 SUMMARY: How positive of negative are your views on the following?"]
[]
["Base: All"]
[null,"Total","1 - Very negative","2 - Quite negative","3 - Neutral","4 - Quite positive","5 - Very positive","POSITIVE","NEGATIVE"]
["Science",1023,0,3,58,246,716,962,3]
[null,null,0,"*%",0.06,0.24,0.7,0.94,"*%"]
["Maths",1023,4,5,86,263,665,928,9]
[null,null,"*%","*%",0.08,0.26,0.65,0.91,0.01]
["Engineering",1023,2,14,90,277,640,917,16]
[null,null,"*%",0.01,0.09,0.27,0.63,0.9,0.02]
["Technology",1023,3,13,104,335,568,903,16]
[null,null,"*%",0.01,0.1,0.33,0.56000000000000005,0.88,0.02]
["Page 57"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"60","index":59,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 60/ 1"]
[]
["A12-1. How desirable do you believe a career in the following area is to your pupils: Science"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Not at all desirable",16,7,6,3,0,4,12,3,10,1,2,0,0,5,11,4,12,5,11,5,11,7,9,16,0,15,1,16,0,14,2,14,2,9,7,5,11,16,0,16,0,9,7,6,10,2,14,1,15,1,15,3,13,16,0,0,0,3,12,1,2,14,2,14,1,0,0,14,1]
[null,0.02,"*3%",0.02,0.01,0,0.01,0.02,0.01,"*3%",0.01,0.01,0,0,0.01,0.02,0.01,0.02,0.02,0.01,0.02,0.01,0.02,0.01,"*2%","*0%",0.02,"*%",0.02,0,0.02,0.02,0.01,0.03,0.01,0.02,"*1%","*3%",0.02,0,0.02,0,0.01,0.02,0.02,0.01,0.01,0.02,0.01,0.02,0.01,0.02,0.03,0.01,0.02,0,0,0,0.01,0.02,0.03,0.01,0.02,0.02,0.02,0.02,0,0,0.02,0.11]
[null,null,"d",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bm",null,"b",null,"b",null,"b","b","b","bf","b","b",null,"bdfm"]
["2 - Slightly desirable",72,29,26,11,6,32,40,25,30,4,7,3,3,38,34,27,45,28,44,26,46,25,47,58,14,59,13,65,7,66,6,70,2,30,42,28,44,69,3,71,1,32,40,15,57,16,56,14,58,6,66,6,66,70,0,1,1,23,48,1,15,57,9,62,3,3,0,62,3]
[null,7.0000000000000007E-2,"*13%",0.08,"*3%",0.04,7.0000000000000007E-2,7.0000000000000007E-2,"*10%","*10%","*3%","*4%",0.04,0.04,"*11%","*5%",0.09,0.06,"*10%","*6%",0.09,0.06,7.0000000000000007E-2,7.0000000000000007E-2,0.08,0.05,0.08,0.05,0.08,0.04,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.03,"*5%","*11%","*5%","*10%",7.0000000000000007E-2,0.03,7.0000000000000007E-2,0.02,"*5%","*11%",0.05,0.08,0.08,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.06,7.0000000000000007E-2,7.0000000000000007E-2,0,0.05,0.02,0.06,0.08,0.03,0.05,0.08,0.08,7.0000000000000007E-2,0.05,0.13,0,7.0000000000000007E-2,0.33]
[null,null,"cd","c",null,null,null,null,"cd","cd",null,null,null,null,"bdfh",null,"b",null,"bfh",null,"b",null,null,null,"km",null,"km",null,"km",null,"km",null,"km",null,null,"bdefgijkm",null,"bdfgjkm","e",null,"e",null,null,"abce"]
["3 - Somewhat desirable",189,58,59,56,16,84,105,54,63,19,37,11,5,63,126,58,131,51,138,50,139,71,118,138,51,150,39,160,29,176,13,179,10,99,90,91,98,173,16,184,5,107,82,52,137,35,154,21,168,22,167,19,170,174,1,4,10,82,103,4,54,135,20,166,9,4,6,166,1]
[null,0.18,"*26%",0.19,0.17,"*11%",0.18,0.19,0.22,0.22,0.13,0.2,0.16,"*6%",0.18,0.19,0.19,0.18,0.18,0.19,0.18,0.19,0.2,0.18,0.19,0.18,0.2,0.15,0.19,0.18,0.19,0.13,0.19,0.14000000000000001,"*15%","*24%","*15%","*23%",0.19,0.16,0.19,0.12,"*16%","*23%",0.19,0.18,0.17,0.19,"*13%","*20%",0.18,0.19,0.18,0.19,0.18,0.25,0.21,0.23,0.2,0.18,0.14000000000000001,0.19,0.18,0.18,0.19,0.15,0.17,0.33,0.19,0.11]
[null,null,"bcd","d",null,null,null,null,"cf","cf",null,"f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"km",null,null,null,"m",null,null,null,null,"adeghikm",null,"dehkm",null,null,null,null,null,"e",null,null,null,null,null,"e"]
["4 - Quite desirable",322,58,115,103,46,152,170,85,88,49,54,18,28,109,213,96,226,91,231,88,234,105,217,234,88,237,85,271,51,294,28,302,20,214,108,195,127,293,29,312,10,217,105,79,243,70,252,50,272,44,278,37,285,305,0,7,10,130,185,7,92,230,33,276,17,11,5,276,0]
[null,0.31,"*26%","*36%",0.31,0.31,0.33,0.3,0.34,0.3,0.34,0.28999999999999998,0.26,0.35,0.31,0.32,0.31,0.32,0.32,0.31,0.31,0.32,0.28999999999999998,0.33,0.32,0.31,0.31,0.33,0.31,0.31,0.32,0.28000000000000003,0.32,0.28000000000000003,0.33,0.28999999999999998,0.32,0.3,0.32,0.28999999999999998,0.32,0.24,0.32,0.3,0.28999999999999998,0.32,0.34,0.31,0.3,0.32,0.36,0.31,0.35,0.31,0.32,0,0.37,0.23,0.32,0.32,0.24,0.33,0.31,0.3,0.31,0.28999999999999998,0.48,0.28000000000000003,0.31,0]
[null,null,null,"a"]
["5 - Very desirable",424,72,112,159,81,190,234,83,101,71,88,36,45,142,282,122,302,113,311,112,312,156,268,290,134,306,118,349,75,373,51,386,38,295,129,283,141,371,53,398,26,306,118,123,301,83,341,82,342,50,374,40,384,392,3,7,22,173,235,16,118,306,45,365,29,5,7,365,4]
[null,0.41,"*32%","*35%","*48%","*54%",0.41,0.42,"*33%","*35%","*49%",0.47,"*53%","*56%",0.4,0.42,0.4,0.42,0.39,0.42,0.4,0.42,0.43,0.41,"*39%","*47%",0.4,0.46,0.41,0.46,"*40%","*51%","*41%","*53%","*46%","*34%","*47%","*33%","*40%","*52%","*41%","*62%","*46%","*34%",0.45,0.4,0.4,0.42,"*49%","*40%",0.41,0.42,0.38,0.42,0.41,0.75,0.37,0.51,0.42,0.4,0.55000000000000004,0.42,0.41,0.41,0.41,0.49,0.22,0.39,0.41,0.44]
[null,null,null,null,"ab","ab",null,null,null,null,"ab","ab","ab","ab",null,null,null,null,null,null,null,null,null,null,"n","acln","n","ln","ln","ln","ln","acegiln","ln","acegiln","acegiln",null,"acegiln",null,"f","acf","f","acef","acf",null,null,null,null,null,"bf"]
["DESIRABLE",746,130,227,262,127,342,404,168,189,120,142,54,73,251,495,218,528,204,542,200,546,261,485,524,222,543,203,620,126,667,79,688,58,509,237,478,268,664,82,710,36,523,223,202,544,153,593,132,614,94,652,77,669,697,3,14,32,303,420,23,210,536,78,641,46,16,12,641,4]
[null,0.73,"*58%",0.71,"*79%","*85%",0.74,0.72,"*67%","*65%","*83%",0.76,0.79,"*90%",0.7,0.74,0.71,0.74,0.71,0.74,0.71,0.74,0.72,0.74,"*71%","*77%","*71%","*79%",0.72,0.78,0.72,0.79,0.72,0.81,"*79%","*63%","*79%","*64%","*72%","*81%",0.72,0.86,"*78%","*63%",0.73,0.73,0.74,0.73,0.79,0.72,0.76,0.72,0.73,0.73,0.73,0.75,0.74,0.74,0.74,0.72,0.79,0.75,0.72,0.72,0.73,0.78,0.7,0.67,0.73,0.44]
[null,null,null,"a","ab","ab",null,null,null,null,"ab","b","b","abd",null,null,null,null,null,null,null,null,null,null,"ln","acln","ln","acegiln","ln","ln","ln","ln","ln","ln","acegiln",null,"acegiln",null,"f","af","f","f","acf"]
["NOT DESIRABLE",88,36,32,14,6,36,52,28,40,5,9,3,3,43,45,31,57,33,55,31,57,32,56,74,14,74,14,81,7,80,8,84,4,39,49,33,55,85,3,87,1,41,47,21,67,18,70,15,73,7,81,9,79,86,0,1,1,26,60,2,17,71,11,76,4,3,0,76,4]
[null,0.09,"*16%",0.1,"*4%","*4%",0.08,0.09,0.11,"*14%","*3%","*5%",0.04,0.04,"*12%","*7%",0.1,0.08,"*11%","*7%",0.11,0.08,0.09,0.08,"*10%","*5%","*10%","*5%","*9%","*4%",0.09,0.08,0.09,0.06,"*6%","*13%","*5%","*13%","*9%","*3%",0.09,0.02,"*6%","*13%",0.08,0.09,0.09,0.09,0.09,0.09,0.06,0.09,0.09,0.09,0.09,0,0.05,0.02,"*6%","*10%",7.0000000000000007E-2,0.06,0.1,0.1,0.09,7.0000000000000007E-2,0.13,0,0.09,0.44]
[null,null,"bcd","cd",null,null,null,null,"cdf","cdef",null,null,null,null,"bdfh",null,null,null,"bf",null,"b",null,null,null,"bdfkm",null,"bdfkm",null,"bdfkm",null,"bm",null,"bkm",null,null,"bdfgikm",null,"bdefgikm","be",null,"be",null,null,"abcde",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 58"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"61","index":60,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 61/ 1"]
[]
["A12-2. How desirable do you believe a career in the following area is to your pupils: Technology"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Not at all desirable",9,5,4,0,0,1,8,1,8,0,0,0,0,5,4,5,4,5,4,5,4,3,6,8,1,8,1,9,0,9,0,8,1,4,5,2,7,9,0,9,0,4,5,3,6,1,8,2,7,1,8,0,9,9,0,0,0,2,7,0,2,7,1,8,1,0,0,8,0]
[null,0.01,"*2%",0.01,"*0%",0,"**%","*1%","*%","*3%",0,0,0,0,0.01,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0.01,0.01,0.01,"*%",0.01,"*%",0.01,0,0.01,0,0.01,0.01,0.01,0.01,"**%","*2%",0.01,0,0.01,0,0.01,0.01,0.01,0.01,"*%",0.01,0.01,0.01,0.01,0.01,0,0.01,0.01,0,0,0,"*%",0.01,0,0.01,0.01,0.01,0.01,0.02,0,0,0.01,0]
[null,null,"c","c",null,null,null,"a",null,"acd",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"m"]
["2 - Slightly desirable",64,23,21,14,6,23,41,15,29,4,10,4,2,37,27,25,39,27,37,27,37,19,45,49,15,51,13,57,7,60,4,62,2,34,30,30,34,61,3,63,1,35,29,11,53,19,45,11,53,4,60,4,60,62,0,0,2,30,34,0,15,49,7,55,2,3,0,55,2]
[null,0.06,"*10%",7.0000000000000007E-2,0.04,0.04,0.05,7.0000000000000007E-2,0.06,"*10%",0.03,0.05,0.06,0.02,"*10%","*4%",0.08,0.05,"*9%","*5%","*10%","*5%",0.05,7.0000000000000007E-2,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.03,0.05,0.08,"*5%","*8%",7.0000000000000007E-2,0.03,0.06,0.02,0.05,0.08,0.04,7.0000000000000007E-2,"*9%","*6%",7.0000000000000007E-2,0.06,0.03,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.06,0,0,0.05,7.0000000000000007E-2,0.06,0,0.05,7.0000000000000007E-2,0.06,0.06,0.03,0.13,0,0.06,0.22]
[null,null,"cd",null,null,null,null,null,null,"cf",null,null,null,null,"bdfhij",null,"bh",null,"bdfhi",null,"bdfhi",null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,"m",null,null,null,null,null,null,null,null,"adg"]
["3 - Somewhat desirable",190,51,62,65,12,86,104,53,60,24,41,9,3,57,133,52,138,52,138,44,146,68,122,149,41,148,42,163,27,173,17,182,8,109,81,97,93,175,15,185,5,112,78,53,137,34,156,34,156,25,165,21,169,176,1,7,6,71,113,6,42,148,24,160,11,6,5,160,2]
[null,0.19,0.23,0.19,0.2,"*8%",0.19,0.19,0.21,0.21,0.17,0.22,0.13,"*4%",0.16,0.2,0.17,0.19,0.18,0.19,0.16,0.2,0.19,0.19,"*20%","*14%",0.19,0.16,0.19,0.17,0.19,0.17,0.19,0.11,0.17,0.22,"*16%","*22%",0.19,0.15,0.19,0.12,"*17%","*22%",0.19,0.18,0.17,0.19,0.2,0.18,0.2,0.18,0.2,0.18,0.18,0.25,0.37,0.14000000000000001,0.17,0.19,0.21,0.15,0.2,0.22,0.18,0.19,0.26,0.28000000000000003,0.18,0.22]
[null,null,"d","d","d",null,null,null,"f","f","f","f","f",null,null,null,null,null,null,null,null,null,null,null,"b",null,null,null,null,null,null,null,null,null,null,"bjm",null,"bjkm",null,null,null,null,null,"e"]
["4 - Quite desirable",334,75,119,86,54,155,179,94,100,37,49,24,30,124,210,102,232,96,238,99,235,112,222,233,101,247,87,277,57,305,29,311,23,218,116,207,127,303,31,323,11,228,106,79,255,67,267,52,282,38,296,39,295,314,1,6,13,139,184,11,96,238,37,288,24,7,5,288,1]
[null,0.33,0.33,"*37%","*26%",0.36,0.34,0.32,0.38,0.34,0.26,"*26%",0.35,0.37,0.35,0.32,0.33,0.32,0.33,0.32,0.35,0.32,0.31,0.34,0.32,0.35,0.32,0.34,0.32,0.35,0.33,0.28999999999999998,0.33,0.32,0.34,0.31,0.34,0.3,0.33,0.31,0.33,0.26,0.34,0.3,0.28999999999999998,0.34,0.33,0.33,0.31,0.33,0.31,0.33,0.37,0.32,0.33,0.25,0.32,0.3,0.34,0.32,0.38,0.34,0.32,0.34,0.33,0.41,0.3,0.28000000000000003,0.33,0.11]
[null,null,null,"c",null,"c",null,null,"cd"]
["5 - Very desirable",426,70,112,167,77,197,229,87,95,79,88,31,46,134,292,123,303,108,318,106,320,162,264,297,129,313,113,355,71,376,50,388,38,282,144,266,160,374,52,401,25,292,134,129,297,85,341,69,357,55,371,41,385,396,2,6,22,169,245,12,126,300,40,372,21,7,8,372,4]
[null,0.42,"*31%","*35%","*50%","*52%",0.43,0.41,"*35%","*33%","*55%",0.47,0.46,"*57%",0.38,0.44,0.4,0.42,0.38,0.43,0.38,0.43,0.45,0.4,0.4,0.45,0.41,0.44,0.41,0.44,0.41,0.5,"*41%","*53%",0.44,0.38,"*44%","*38%","*41%","*51%","*41%","*60%",0.44,0.38,"*47%","*40%",0.41,0.42,0.41,0.42,0.45,0.41,0.39,0.42,0.41,0.5,0.32,0.51,0.41,0.42,0.41,0.45,0.4,0.37,0.42,0.36,0.3,0.44,0.42,0.44]
[null,null,null,null,"ab","ab",null,null,null,null,"ab","ab","b","ab",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ln",null,"acgiln",null,null,"n",null,null,"acf",null,"acef",null,null,"b"]
["DESIRABLE",760,145,231,253,131,352,408,181,195,116,137,55,76,258,502,225,535,204,556,205,555,274,486,530,230,560,200,632,128,681,79,699,61,500,260,473,287,677,83,724,36,520,240,208,552,152,608,121,639,93,667,80,680,710,3,12,35,308,429,23,222,538,77,660,45,14,13,660,5]
[null,0.74,"*65%",0.73,0.76,"*88%",0.76,0.73,0.72,"*67%",0.81,0.73,0.81,"*94%",0.72,0.75,0.73,0.75,0.71,0.76,0.73,0.75,0.75,0.74,"*72%","*80%",0.73,0.78,0.73,0.79,0.74,0.79,"*74%","*85%","*77%","*69%","*79%","*68%",0.73,0.82,0.74,0.86,"*77%","*68%",0.76,0.74,0.74,0.74,0.72,0.75,0.76,0.74,0.76,0.74,0.74,0.75,0.63,0.81,0.75,0.74,0.79,"*79%","*73%",0.71,0.75,0.76,0.61,0.72,0.75,0.56000000000000005]
[null,null,null,"a","a","abc",null,null,null,null,"b",null,"b","abcde",null,null,null,null,null,null,null,null,null,null,null,"acegiln",null,"ln",null,"ln","n","n","n","acegiln","aln",null,"acegiln",null,null,"f","f","f","f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["NOT DESIRABLE",73,28,25,14,6,24,49,16,37,4,10,4,2,42,31,30,43,32,41,32,41,22,51,57,16,59,14,66,7,69,4,70,3,38,35,32,41,70,3,72,1,39,34,14,59,20,53,13,60,5,68,4,69,71,0,0,2,32,41,0,17,56,8,63,3,3,0,63,2]
[null,7.0000000000000007E-2,"*13%",0.08,"*4%",0.04,"*5%","*9%",0.06,"*13%","*3%",0.05,0.06,0.02,"*12%","*5%","*10%","*6%","*11%","*6%","*11%","*6%",0.06,0.08,0.08,0.06,0.08,0.05,0.08,0.04,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.04,"*6%","*9%","*5%","*10%",0.08,0.03,7.0000000000000007E-2,0.02,"*6%","*10%",0.05,0.08,0.1,0.06,0.08,7.0000000000000007E-2,0.04,0.08,0.04,0.08,7.0000000000000007E-2,0,0,0.05,0.08,7.0000000000000007E-2,0,0.06,0.08,7.0000000000000007E-2,7.0000000000000007E-2,0.05,0.13,0,7.0000000000000007E-2,0.22]
[null,null,"cd",null,null,null,null,"a",null,"acdf",null,null,null,null,"bdfhij",null,"bdfh",null,"bdfhi",null,"bdfhi",null,null,"b",null,null,null,null,null,null,null,null,null,null,null,"fkm",null,"bdfkm",null,null,null,null,null,"be"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 59"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"62","index":61,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 62/ 1"]
[]
["A12-3. How desirable do you believe a career in the following area is to your pupils: Engineering"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Not at all desirable",10,6,3,0,1,2,8,1,8,0,0,1,0,8,2,7,3,6,4,7,3,1,9,8,2,9,1,10,0,10,0,10,0,6,4,5,5,10,0,10,0,6,4,0,10,4,6,1,9,0,10,1,9,9,0,0,1,5,5,0,2,8,0,10,0,0,0,10,0]
[null,0.01,"*3%",0.01,"*0%",0.01,"*%",0.01,"*%","*3%",0,0,0.01,0,"*2%","**%","*2%","**%","*2%","*1%","*2%","**%","*%",0.01,0.01,0.01,0.01,"*%",0.01,0,0.01,0,0.01,0,0.01,0.01,0.01,0.01,0.01,0,0.01,0,0.01,0.01,0,0.01,0.02,0.01,0.01,0.01,0,0.01,0.01,0.01,0.01,0,0,0.02,0.01,0.01,0,0.01,0.01,0,0.01,0,0,0,0.01,0]
[null,null,"c",null,null,null,null,null,null,"acd",null,null,null,null,"bdfhi",null,"bdfhi",null,"bdfhi",null,"bdfhi",null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["2 - Slightly desirable",62,22,21,16,3,20,42,13,30,6,10,1,2,31,31,22,40,22,40,27,35,21,41,51,11,55,7,56,6,58,4,58,4,23,39,17,45,61,1,62,0,25,37,15,47,19,43,14,48,3,59,5,57,61,0,0,1,23,37,2,13,49,9,53,3,2,0,53,4]
[null,0.06,"*10%",7.0000000000000007E-2,0.05,"*2%","*4%","*7%",0.05,"*10%",0.04,0.05,0.01,0.02,"*9%","*5%",7.0000000000000007E-2,0.06,0.08,0.05,"*10%","*5%",0.06,0.06,7.0000000000000007E-2,0.04,"*7%","*3%",7.0000000000000007E-2,0.04,0.06,0.04,0.06,0.06,"*4%","*10%","*3%","*11%","*7%","*1%",0.06,0,"*4%","*11%",0.05,0.06,"*9%","*5%",0.08,0.06,0.02,7.0000000000000007E-2,0.05,0.06,0.06,0,0,0.02,0.06,0.06,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.08,0.06,0.05,0.09,0,0.06,0.44]
[null,null,"cd","d",null,null,null,"a",null,"acef",null,null,null,null,"bfh",null,null,null,null,null,"bdfh",null,null,null,"dkm",null,"bdkm",null,"dkm",null,"dkm",null,"dkm",null,null,"abdefghikm",null,"abcdefghikm","be",null,"be",null,null,"abcde",null,null,"dg",null,"g"]
["3 - Somewhat desirable",136,32,45,44,15,59,77,36,41,14,30,9,6,43,93,35,101,36,100,29,107,56,80,104,32,104,32,117,19,126,10,132,4,74,62,63,73,125,11,134,2,76,60,42,94,25,111,16,120,13,123,12,124,129,0,3,4,43,90,3,27,109,24,107,11,8,5,107,0]
[null,0.13,0.14000000000000001,0.14000000000000001,0.13,0.1,0.13,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.1,0.16,0.13,7.0000000000000007E-2,0.12,0.14000000000000001,0.11,0.14000000000000001,0.13,0.14000000000000001,0.1,0.14000000000000001,0.15,0.12,0.14000000000000001,0.11,0.14000000000000001,0.13,0.14000000000000001,0.12,0.14000000000000001,0.1,"*14%","*6%","*11%","*16%","*10%","*17%",0.14000000000000001,0.11,0.14000000000000001,0.05,"*11%","*17%",0.15,0.13,0.12,0.14000000000000001,0.1,0.14000000000000001,0.11,0.14000000000000001,0.11,0.14000000000000001,0.13,0,0.16,0.09,"*10%","*15%",0.1,"*10%","*15%","*22%","*12%",0.19,0.35,0.28000000000000003,"*12%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"jm",null,null,null,null,null,"j",null,"jm",null,null,"jkm",null,"bjkm",null,null,null,null,null,"de",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,"a","b"]
["4 - Quite desirable",302,68,98,98,38,139,163,84,82,41,57,14,24,106,196,88,214,86,216,91,211,99,203,220,82,226,76,260,42,276,26,278,24,196,106,180,122,277,25,289,13,201,101,73,229,63,239,49,253,40,262,28,274,288,1,5,8,124,170,8,81,221,25,267,17,5,3,267,0]
[null,0.3,0.3,0.31,0.3,0.26,0.3,0.28999999999999998,0.34,0.28000000000000003,0.28000000000000003,0.3,0.21,0.3,0.3,0.28999999999999998,0.28999999999999998,0.3,0.3,0.28999999999999998,0.32,0.28000000000000003,0.27,0.31,0.3,0.28999999999999998,0.28999999999999998,0.3,0.3,0.26,0.3,0.26,0.28999999999999998,0.33,0.3,0.28000000000000003,0.3,0.28999999999999998,0.3,0.25,0.28999999999999998,0.31,0.3,0.28999999999999998,0.27,0.31,0.31,0.28999999999999998,0.28999999999999998,0.3,0.33,0.28999999999999998,0.27,0.3,0.3,0.25,0.26,0.19,0.3,0.28999999999999998,0.28000000000000003,0.28999999999999998,0.3,0.23,0.3,0.28999999999999998,0.22,0.17,0.3,0]
[null,null,null,null,null,null,null,null,"e"]
["5 - Very desirable",513,96,151,174,92,242,271,116,131,83,91,43,49,169,344,155,358,138,375,127,386,187,326,353,160,373,140,418,95,453,60,473,40,348,165,337,176,449,64,486,27,363,150,145,368,95,418,88,425,67,446,59,454,470,3,11,29,216,281,16,158,355,51,446,28,8,10,446,5]
[null,0.5,"*43%",0.47,0.52,"*62%",0.52,0.48,0.46,"*45%",0.57999999999999996,0.48,"*63%",0.6,0.47,0.52,0.5,0.5,0.48,0.51,0.45,0.52,0.51,0.49,"*48%","*56%",0.49,0.55000000000000004,"*49%","*59%","*49%","*60%",0.5,0.56000000000000005,"*54%","*44%","*56%","*42%","*49%","*63%",0.5,0.64,"*54%","*43%",0.53,0.49,0.46,0.51,0.52,0.5,0.54,0.5,0.56000000000000005,0.49,"*49%",0.75,0.57999999999999996,"*67%",0.53,0.48,0.55000000000000004,"*56%","*48%",0.47,0.51,0.47,0.35,0.56000000000000005,0.51,0.56000000000000005]
[null,null,null,null,"a","ab",null,null,null,null,"ab",null,"abd","ab",null,null,null,null,null,null,null,null,null,null,"n","acegln","n","ln","n","acegiln","n","acegln","n","n","aeln",null,"acegiln",null,null,"acf","f","af","af",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,"b"]
["DESIRABLE",815,164,249,272,130,381,434,200,213,124,148,57,73,275,540,243,572,224,591,218,597,286,529,573,242,599,216,678,137,729,86,751,64,544,271,517,298,726,89,775,40,564,251,218,597,158,657,137,678,107,708,87,728,758,4,16,37,340,451,24,239,576,76,713,45,13,13,713,5]
[null,0.8,"*73%",0.78,0.82,"*87%","*82%","*77%",0.8,"*73%","*86%",0.79,0.84,"*90%",0.77,0.81,0.79,0.8,0.78,0.8,0.78,0.8,0.79,0.8,"*78%","*84%","*78%","*84%",0.79,0.85,0.79,0.86,"*79%","*89%","*84%","*72%","*86%","*71%","*79%","*88%","*79%","*95%","*84%","*71%",0.79,0.8,0.77,0.8,0.82,0.79,"*87%","*79%",0.83,0.79,0.79,1,0.84,0.86,"*83%","*77%",0.83,"*85%","*78%","*70%","*81%",0.76,0.56999999999999995,0.72,"*81%",0.56000000000000005]
[null,null,null,null,"a","ab","b",null,null,null,"b",null,null,"abd",null,null,null,null,null,null,null,null,null,null,"ln","acegiln","ln","aceln","ln","ln","ln","ln","ln","acegiln","acegiln",null,"acegiln",null,"f","acf","f","acf","acf",null,null,null,null,null,null,null,"cfhj",null,null,null,null,null,null,null,"b",null,null,"b",null,null,"a"]
["NOT DESIRABLE",72,28,24,16,4,22,50,14,38,6,10,2,2,39,33,29,43,28,44,34,38,22,50,59,13,64,8,66,6,68,4,68,4,29,43,22,50,71,1,72,0,31,41,15,57,23,49,15,57,3,69,6,66,70,0,0,2,28,42,2,15,57,9,63,3,2,0,63,4]
[null,7.0000000000000007E-2,"*13%",0.08,0.05,"*3%","*5%","*9%",0.06,"*13%",0.04,0.05,0.03,0.02,"*11%","*5%","*9%","*6%","*10%","*6%","*12%","*5%",0.06,0.08,0.08,0.05,"*8%","*3%",0.08,0.04,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.06,"*4%","*11%","*4%","*12%","*8%","*1%",7.0000000000000007E-2,0,"*5%","*12%",0.05,0.08,"*11%","*6%",0.09,7.0000000000000007E-2,"*2%","*8%",0.06,7.0000000000000007E-2,7.0000000000000007E-2,0,0,0.05,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.05,0.08,0.08,7.0000000000000007E-2,0.05,0.09,0,7.0000000000000007E-2,0.44]
[null,null,"cd","d",null,null,null,"a",null,"acdef",null,null,null,null,"bdfhi",null,"bdfh",null,"bdfh",null,"bdfhij",null,null,"b","dkm",null,"bdfkm",null,"dkm",null,"dkm",null,"dkm",null,null,"bdefghikm",null,"abcdefghikm","be",null,"be",null,null,"abcde",null,"g","adfg",null,"g",null,null,"g",null,"g"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 60"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"63","index":62,"n_rows":18,"n_cols":9,"rows_kept":18,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 63/ 1"]
[]
["A12 SUMMARY: How desirable do you believe a career in the following areas are to your pupils?"]
[]
["Base: All"]
[null,"Total","1 - Not at all desirable","2 - Slightly desirable","3 - Somewhat desirable","4 - Quite desirable","5 - Very desirable","DESIRABLE","NOT DESIRABLE"]
["Engineering",1023,10,62,136,302,513,815,72]
[null,null,0.01,0.06,0.13,0.3,0.5,0.8,7.0000000000000007E-2]
["Technology",1023,9,64,190,334,426,760,73]
[null,null,0.01,0.06,0.19,0.33,0.42,0.74,7.0000000000000007E-2]
["Science",1023,16,72,189,322,424,746,88]
[null,null,0.02,7.0000000000000007E-2,0.18,0.31,0.41,0.73,0.09]
["Page 61"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"64","index":63,"n_rows":65,"n_cols":70,"rows_kept":65,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 64/ 1"]
[]
["A13 Why do you think a career in engineering is generally desirable for your pupils?"]
[]
["Base: Those who believe engineering is desirable"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",815,164,249,272,130,381,434,200,213,124,148,57,73,275,540,243,572,224,591,218,597,286,529,573,242,599,216,678,137,729,86,751,64,544,271,517,298,726,89,775,40,564,251,218,597,158,657,137,678,107,708,87,728,758,4,16,37,340,451,24,239,576,76,713,45,13,13,713,5]
["Good profession / career",650,114,196,229,111,312,338,157,153,105,124,50,61,224,426,193,457,177,473,172,478,230,420,445,205,465,185,529,121,574,76,599,51,441,209,418,232,569,81,615,35,458,192,176,474,124,526,108,542,90,560,73,577,605,3,14,28,288,343,19,190,460,60,572,36,9,11,572,4]
[null,0.8,"*70%",0.79,"*84%",0.85,0.82,0.78,0.79,"*72%",0.85,0.84,0.88,0.84,0.81,0.79,0.79,0.8,0.79,0.8,0.79,0.8,0.8,0.79,"*78%","*85%","*78%","*86%","*78%","*88%","*79%","*88%",0.8,0.8,0.81,0.77,0.81,0.78,"*78%","*91%",0.79,0.88,0.81,0.76,0.81,0.79,0.78,0.8,0.79,0.8,0.84,0.79,0.84,0.79,0.8,0.75,0.88,0.76,"*85%","*76%",0.79,0.79,0.8,0.79,0.8,0.8,0.69,0.85,0.8,0.8]
[null,null,null,"a","a","a",null,null,null,null,"b","b","b","b",null,null,null,null,null,null,null,null,null,null,null,"acegln",null,"acegln",null,"acegiklmn",null,"acegln",null,null,null,null,null,null,null,"acef",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Good opportunities",615,112,181,218,104,295,320,149,144,99,119,47,57,216,399,197,418,173,442,165,450,215,400,422,193,443,172,505,110,543,72,568,47,417,198,400,215,543,72,583,32,433,182,171,444,117,498,102,513,88,527,66,549,569,3,9,34,279,316,20,200,415,45,551,26,7,9,551,3]
[null,0.75,"*68%",0.73,"*80%",0.8,0.77,0.74,0.75,"*68%",0.8,0.8,0.82,0.78,0.79,0.74,"*81%","*73%",0.77,0.75,0.76,0.75,0.75,0.76,0.74,0.8,0.74,0.8,0.74,0.8,0.74,0.84,0.76,0.73,0.77,0.73,0.77,0.72,0.75,0.81,0.75,0.8,0.77,0.73,0.78,0.74,0.74,0.76,0.74,0.76,0.82,0.74,0.76,0.75,0.75,0.75,0.56000000000000005,"*92%","*82%","*70%",0.83,"*84%","*72%","*59%","*77%","*58%",0.54,0.69,"*77%",0.6]
[null,null,null,null,"ab","a",null,null,null,null,"b","b","b",null,null,null,"bd",null,null,null,null,null,null,null,null,"n",null,null,null,null,null,"aln",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a","b",null,null,"b",null,null,"a",null,null,null,"a"]
["Challenging",607,104,171,221,111,278,329,130,145,104,117,44,67,198,409,168,439,162,445,154,453,215,392,419,188,438,169,500,107,541,66,560,47,419,188,392,215,537,70,575,32,431,176,164,443,116,491,100,507,76,531,69,538,560,3,13,31,253,336,18,185,422,53,532,29,9,12,532,3]
[null,0.74,"*63%","*69%","*81%","*85%",0.73,0.76,"*65%","*68%","*84%",0.79,0.77,"*92%",0.72,0.76,"*69%","*77%",0.72,0.75,0.71,0.76,0.75,0.74,0.73,0.78,0.73,0.78,0.74,0.78,0.74,0.77,0.75,0.73,"*77%","*69%",0.76,0.72,0.74,0.79,0.74,0.8,0.76,0.7,0.75,0.74,0.73,0.75,0.73,0.75,0.71,0.75,0.79,0.74,0.74,0.75,0.81,0.84,0.74,0.75,0.75,0.77,0.73,0.7,0.75,0.64,0.69,0.92,0.75,0.6]
[null,null,null,null,"ab","ab",null,null,null,null,"ab","ab",null,"abde",null,null,null,"c",null,null,null,"c",null,null,null,"l",null,"l",null,null,null,null,null,null,"l"]
["Interesting",585,102,159,213,111,271,314,125,136,99,114,47,64,184,401,167,418,143,442,140,445,218,367,399,186,425,160,482,103,524,61,538,47,398,187,379,206,514,71,556,29,413,172,164,421,93,492,88,497,82,503,73,512,542,3,11,29,252,314,19,185,400,42,524,22,8,9,524,3]
[null,0.72,"*62%","*64%","*78%","*85%",0.71,0.72,"*63%","*64%","*80%",0.77,0.82,"*88%","*67%","*74%",0.69,0.73,"*64%","*75%","*64%","*75%","*76%","*69%","*70%","*77%",0.71,0.74,0.71,0.75,0.72,0.71,0.72,0.73,0.73,0.69,0.73,0.69,0.71,0.8,0.72,0.73,0.73,0.69,0.75,0.71,"*59%","*75%","*64%","*73%",0.77,0.71,"*84%","*70%",0.72,0.75,0.69,0.78,0.74,0.7,0.79,"*77%","*69%","*55%","*73%","*49%",0.62,0.69,"*73%",0.6]
[null,null,null,null,"ab","ab",null,null,null,null,"ab","ab","ab","ab",null,"aeg",null,"eg",null,"aegj",null,"aeg","aegj",null,null,"aln",null,null,null,null,null,null,null,null,null,null,null,null,null,"f",null,null,null,null,"ce","c",null,"ce",null,"ce","ce","c","bcefhj","c",null,null,null,null,null,null,null,"b",null,null,"a",null,null,null,"a"]
["Well paid",530,117,165,177,71,254,276,137,145,88,89,29,42,194,336,163,367,147,383,144,386,180,350,367,163,383,147,442,88,475,55,493,37,352,178,331,199,471,59,506,24,366,164,139,391,104,426,89,441,73,457,55,475,488,4,10,28,235,281,14,162,368,48,465,29,8,9,465,2]
[null,0.65,0.71,0.66,0.65,"*55%",0.67,0.64,0.69,0.68,0.71,0.6,"*51%",0.57999999999999996,"*71%","*62%",0.67,0.64,0.66,0.65,0.66,0.65,0.63,0.66,0.64,0.67,0.64,0.68,0.65,0.64,0.65,0.64,0.66,0.57999999999999996,0.65,0.66,0.64,0.67,0.65,0.66,0.65,0.6,0.65,0.65,0.64,0.65,0.66,0.65,0.65,0.65,0.68,0.65,0.63,0.65,0.64,1,0.63,0.76,"*69%",0.62,0.57999999999999996,0.68,0.64,0.63,0.65,0.64,0.62,0.69,0.65,0.4]
[null,null,"d","d","d",null,null,null,"e","e","e",null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Essential / plays an important part in all our lives",523,82,140,196,105,238,285,106,116,85,111,47,58,188,335,165,358,145,378,151,372,180,343,362,161,377,146,428,95,466,57,484,39,352,171,331,192,460,63,498,25,363,160,140,383,101,422,84,439,69,454,56,467,491,3,8,21,240,269,14,169,354,45,458,23,8,11,458,3]
[null,0.64,"*50%","*56%","*72%","*81%",0.62,0.66,"*53%","*54%",0.69,"*75%","*82%","*79%",0.68,0.62,0.68,0.63,0.65,0.64,0.69,0.62,0.63,0.65,0.63,0.67,0.63,0.68,0.63,0.69,0.64,0.66,0.64,0.61,0.65,0.63,0.64,0.64,0.63,0.71,0.64,0.63,0.64,0.64,0.64,0.64,0.64,0.64,0.61,0.65,0.64,0.64,0.64,0.64,0.65,0.75,0.5,0.56999999999999995,"*71%","*60%",0.57999999999999996,"*71%","*61%",0.59,0.64,0.51,0.62,0.85,0.64,0.6]
[null,null,null,null,"ab","ab",null,null,null,null,"ab","ab","ab","ab",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"b"]
["Rewarding (e.g. socially, intellectually)",472,72,126,177,97,219,253,95,103,87,90,37,60,159,313,140,332,121,351,114,358,179,293,319,153,331,141,379,93,414,58,434,38,332,140,311,161,410,62,444,28,347,125,138,334,78,394,82,390,71,401,52,420,444,1,9,18,210,248,14,142,330,39,416,22,5,10,416,2]
[null,0.57999999999999996,"*44%","*51%","*65%","*75%",0.56999999999999995,0.57999999999999996,"*48%","*48%","*70%",0.61,0.65,"*82%",0.57999999999999996,0.57999999999999996,0.57999999999999996,0.57999999999999996,0.54,0.59,"*52%","*60%","*63%","*55%","*56%","*63%","*55%","*65%","*56%","*68%",0.56999999999999995,0.67,0.57999999999999996,0.59,"*61%","*52%",0.6,0.54,"*56%","*70%",0.56999999999999995,0.7,"*62%","*50%",0.63,0.56000000000000005,"*49%","*60%",0.6,0.57999999999999996,0.66,0.56999999999999995,0.6,0.57999999999999996,0.59,0.25,0.56000000000000005,0.49,0.62,0.55000000000000004,0.57999999999999996,0.59,0.56999999999999995,0.51,0.57999999999999996,0.49,0.38,0.77,0.57999999999999996,0.4]
[null,null,null,null,"ab","ab",null,null,null,null,"ab","ab","ab","abde",null,null,null,null,null,null,null,"g","gj",null,null,"aceln",null,"acegiln",null,"acegiln",null,"aceln",null,null,"cln",null,"l",null,null,"acf","f","f","f",null,"c",null,null,"c",null,null,"bc"]
["Respected",440,90,121,153,76,204,236,100,111,70,83,34,42,154,286,128,312,128,312,114,326,166,274,302,138,313,127,357,83,387,53,406,34,303,137,285,155,385,55,418,22,314,126,129,311,84,356,79,361,63,377,43,397,410,3,8,19,196,231,13,136,304,41,384,26,3,11,384,1]
[null,0.54,0.55000000000000004,"*49%",0.56000000000000005,0.57999999999999996,0.54,0.54,0.5,0.52,0.56000000000000005,0.56000000000000005,0.6,0.57999999999999996,0.56000000000000005,0.53,0.53,0.55000000000000004,0.56999999999999995,0.53,0.52,0.55000000000000004,0.57999999999999996,0.52,0.53,0.56999999999999995,0.52,0.59,0.53,0.61,0.53,0.62,0.54,0.53,0.56000000000000005,0.51,0.55000000000000004,0.52,0.53,0.62,0.54,0.55000000000000004,0.56000000000000005,0.5,0.59,0.52,0.53,0.54,0.57999999999999996,0.53,0.59,0.53,0.49,0.55000000000000004,0.54,0.75,0.5,0.51,0.57999999999999996,0.51,0.54,0.56999999999999995,0.53,0.54,0.54,0.57999999999999996,0.23,0.85,0.54,0.2]
["Creative",428,69,111,165,83,206,222,89,91,82,83,35,48,132,296,117,311,105,323,107,321,152,276,300,128,316,112,356,72,379,49,397,31,297,131,281,147,379,49,408,20,306,122,120,308,73,355,65,363,50,378,53,375,397,1,10,20,183,231,14,143,285,32,381,20,5,6,381,1]
[null,0.53,"*42%","*45%","*61%","*64%",0.54,0.51,"*45%","*43%","*66%",0.56000000000000005,0.61,"*66%",0.48,0.55000000000000004,0.48,0.54,"*47%","*55%",0.49,0.54,0.53,0.52,0.52,0.53,0.53,0.52,0.53,0.53,0.52,0.56999999999999995,0.53,0.48,0.55000000000000004,0.48,0.54,0.49,0.52,0.55000000000000004,0.53,0.5,0.54,0.49,0.55000000000000004,0.52,0.46,0.54,0.47,0.54,0.47,0.53,0.61,0.52,0.52,0.25,0.63,0.54,0.54,0.51,0.57999999999999996,"*60%","*49%",0.42,0.53,0.44,0.38,0.46,0.53,0.2]
[null,null,null,null,"ab","ab",null,null,null,null,"ab","ab","ab","ab",null,"e",null,null,null,"e",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"c",null,null,null,null,null,null,null,null,"b"]
["Can work abroad",426,63,112,171,80,208,218,89,86,87,84,32,48,139,287,127,299,117,309,111,315,142,284,294,132,307,119,350,76,384,42,398,28,288,138,272,154,372,54,406,20,297,129,104,322,83,343,71,355,57,369,57,369,391,3,8,24,196,218,12,139,287,33,378,20,4,7,378,2]
[null,0.52,"*38%","*45%","*63%","*62%",0.55000000000000004,0.5,"*45%","*40%","*70%",0.56999999999999995,0.56000000000000005,"*66%",0.51,0.53,0.52,0.52,0.52,0.52,0.51,0.53,0.5,0.54,0.51,0.55000000000000004,0.51,0.55000000000000004,0.52,0.55000000000000004,0.53,0.49,0.53,0.44,0.53,0.51,0.53,0.52,0.51,0.61,0.52,0.5,0.53,0.51,0.48,0.54,0.53,0.52,0.52,0.52,0.53,0.52,"*66%","*51%",0.52,0.75,0.5,0.65,"*58%","*48%",0.5,"*58%","*50%",0.43,0.53,0.44,0.31,0.54,0.53,0.4]
[null,null,null,null,"ab","ab",null,null,null,null,"abd","ab","b","ab",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"abdefhj",null,null,null,null,null,"b",null,null,"b"]
["Varied",414,65,111,157,81,196,218,91,85,75,82,30,51,134,280,113,301,97,317,97,317,152,262,282,132,296,118,335,79,365,49,384,30,284,130,271,143,362,52,391,23,292,122,111,303,70,344,59,355,53,361,51,363,388,3,7,16,189,216,9,141,273,28,372,14,4,9,372,1]
[null,0.51,"*40%","*45%","*58%","*62%",0.51,0.5,0.46,"*40%","*60%",0.55000000000000004,0.53,"*70%",0.49,0.52,0.47,0.53,"*43%","*54%","*44%","*53%",0.53,0.5,0.49,0.55000000000000004,0.49,0.55000000000000004,0.49,0.57999999999999996,0.5,0.56999999999999995,0.51,0.47,0.52,0.48,0.52,0.48,0.5,0.57999999999999996,0.5,0.57999999999999996,0.52,0.49,0.51,0.51,0.44,0.52,"*43%","*52%",0.5,0.51,0.59,0.5,0.51,0.75,0.44,0.43,"*56%",0.48,0.38,"*59%","*47%","*37%","*52%","*31%",0.31,0.69,"*52%",0.2]
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["Aspirational",394,86,107,140,61,171,223,87,106,60,80,24,37,137,257,123,271,108,286,112,282,139,255,285,109,294,100,333,61,356,38,370,24,263,131,247,147,357,37,379,15,269,125,102,292,76,318,63,331,50,344,44,350,373,1,9,11,182,199,13,140,254,38,343,21,6,9,343,2]
[null,0.48,0.52,"*43%",0.51,0.47,0.45,0.51,0.44,0.5,0.48,0.54,0.42,0.51,0.5,0.48,0.51,0.47,0.48,0.48,0.51,0.47,0.49,0.48,0.5,0.45,0.49,0.46,0.49,0.45,0.49,0.44,0.49,0.38,0.48,0.48,0.48,0.49,0.49,0.42,0.49,0.38,0.48,0.5,0.47,0.49,0.48,0.48,0.46,0.49,0.47,0.49,0.51,0.48,0.49,0.25,0.56000000000000005,"*30%","*54%","*44%",0.54,"*59%","*44%",0.5,0.48,0.47,0.46,0.69,0.48,0.4]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d",null,null,null,"b",null,null,"b"]
["Enjoyable",393,57,106,151,79,188,205,82,81,73,78,33,46,121,272,109,284,94,299,92,301,146,247,260,133,271,122,313,80,345,48,361,32,282,111,269,124,335,58,371,22,290,103,113,280,62,331,58,335,52,341,55,338,363,2,6,22,178,202,13,138,255,29,348,17,4,6,348,2]
[null,0.48,"*35%","*43%","*56%","*61%",0.49,0.47,"*41%","*38%","*59%",0.53,0.57999999999999996,"*63%",0.44,0.5,0.45,0.5,"*42%","*51%","*42%","*50%",0.51,0.47,"*45%","*55%","*45%","*56%","*46%","*58%",0.47,0.56000000000000005,0.48,0.5,"*52%","*41%","*52%","*42%","*46%","*65%",0.48,0.55000000000000004,"*51%","*41%",0.52,0.47,"*39%","*50%",0.42,0.49,0.49,0.48,"*63%","*46%",0.48,0.5,0.38,0.59,"*52%","*45%",0.54,"*58%","*44%",0.38,0.49,0.38,0.31,0.46,0.49,0.4]
[null,null,null,null,"ab","ab",null,null,null,null,"ab","ab","ab","ab",null,"eg",null,null,null,"eg",null,"eg","eg",null,null,"acegln",null,"acegiln",null,"acegiln",null,"ln","l",null,"aceln",null,"aceln",null,null,"acef",null,null,"f",null,"c",null,null,"c",null,"c",null,"c","bcdefghj",null,null,null,null,null,"b",null,null,"b"]
["Exciting",369,63,98,144,64,184,185,82,79,75,69,27,37,120,249,113,256,99,270,88,281,118,251,250,119,261,108,298,71,329,40,339,30,252,117,239,130,316,53,351,18,258,111,89,280,59,310,63,306,52,317,46,323,340,2,8,19,173,184,12,132,237,26,329,14,5,6,329,1]
[null,0.45,"*38%","*39%","*53%",0.49,0.48,0.43,0.41,"*37%","*60%",0.47,0.47,0.51,0.44,0.46,0.47,0.45,0.44,0.46,0.4,0.47,0.41,0.47,0.44,0.49,0.44,0.5,0.44,0.52,0.45,0.47,0.45,0.47,0.46,0.43,0.46,0.44,"*44%","*60%",0.45,0.45,0.46,0.44,0.41,0.47,"*37%","*47%",0.46,0.45,0.49,0.45,0.53,0.44,0.45,0.5,0.5,0.51,"*51%","*41%",0.5,"*55%","*41%","*34%",0.46,"*31%",0.38,0.46,0.46,0.2]
[null,null,null,null,"ab",null,null,null,null,null,"abd",null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"acef",null,null,null,null,null,"c",null,"c",null,null,null,null,"c",null,null,null,null,null,"b",null,null,"b",null,null,"a",null,null,null,"a"]
["Job security",309,60,82,110,57,138,171,59,83,53,57,26,31,113,196,104,205,88,221,89,220,109,200,218,91,222,87,261,48,278,31,287,22,206,103,194,115,278,31,294,15,214,95,84,225,67,242,48,261,50,259,30,279,292,2,4,11,140,162,7,93,216,35,265,22,3,7,265,3]
[null,0.38,0.37,0.33,0.4,0.44,0.36,0.39,"*30%",0.39,0.43,0.39,0.46,0.42,0.41,0.36,0.43,0.36,0.39,0.37,0.41,0.37,0.38,0.38,0.38,0.38,0.37,0.4,0.38,0.35,0.38,0.36,0.38,0.34,0.38,0.38,0.38,0.39,0.38,0.35,0.38,0.38,0.38,0.38,0.39,0.38,0.42,0.37,0.35,0.38,"*47%","*37%",0.34,0.38,0.39,0.5,0.25,0.3,0.41,0.36,0.28999999999999998,0.39,0.38,0.46,0.37,0.49,0.23,0.54,0.37,0.6]
[null,null,null,null,null,"b",null,null,null,"a","a",null,"a","a",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"h"]
["Fun",222,43,57,79,43,118,104,53,47,45,34,20,23,70,152,70,152,57,165,52,170,79,143,156,66,155,67,179,43,195,27,205,17,153,69,146,76,191,31,210,12,157,65,58,164,33,189,29,193,38,184,35,187,207,1,3,11,108,104,10,86,136,16,198,8,3,4,198,1]
[null,0.27,0.26,0.23,0.28999999999999998,0.33,"*31%","*24%",0.27,"*22%","*36%",0.23,0.35,0.32,0.25,0.28000000000000003,0.28999999999999998,0.27,0.25,0.28000000000000003,0.24,0.28000000000000003,0.28000000000000003,0.27,0.27,0.27,0.26,0.31,0.26,0.31,0.27,0.31,0.27,0.27,0.28000000000000003,0.25,0.28000000000000003,0.26,0.26,0.35,0.27,0.3,0.28000000000000003,0.26,0.27,0.27,"*21%","*29%",0.21,0.28000000000000003,"*36%","*26%","*40%","*26%",0.27,0.25,0.19,0.3,"*32%","*23%",0.42,"*36%","*24%",0.21,0.28000000000000003,0.18,0.23,0.31,0.28000000000000003,0.2]
[null,null,null,null,null,"b","b",null,null,null,"bd",null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"c",null,null,"cehj",null,"abcdefhj",null,null,null,null,null,"b",null,null,"b"]
["Other",7,2,3,1,1,4,3,2,3,1,0,1,0,3,4,1,6,2,5,2,5,0,7,6,1,7,0,6,1,7,0,7,0,5,2,4,3,7,0,7,0,5,2,0,7,2,5,2,5,0,7,1,6,6,0,1,0,4,3,0,2,5,0,7,0,0,0,7,0]
[null,0.01,0.01,0.01,"*%",0.01,0.01,0.01,0.01,0.01,0.01,0,0.02,0,0.01,0.01,"*%",0.01,0.01,0.01,0.01,0.01,0,0.01,0.01,"*%",0.01,0,0.01,0.01,0.01,0,0.01,0,0.01,0.01,0.01,0.01,0.01,0,0.01,0,0.01,0.01,0,0.01,0.01,0.01,0.01,0.01,0,0.01,0.01,0.01,0.01,0,0.06,0,0.01,0.01,0,0.01,0.01,0,0.01,0,0,0,0.01,0]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 62"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"65","index":64,"n_rows":44,"n_cols":66,"rows_kept":44,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 65/ 1"]
[]
["A14 Why do you think a career in engineering is generally undesirable for your pupils?"]
[]
["Base: Those who believe engineering is undesirable"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","White","Other"]
["Significance Level: 95%",null,"*a","*b","*c","*d","*a","b","*a","b","*c","*d","*e","*f","a","b","*c","d","*e","f","g","h","*i","j","a","*b","c","*d","e","*f","g","*h","i","*j","*k","l","*m","n","a","*b","c","d","e","*a","b","*c","d","*e","f","*g","h","*i","j","a","*b","*a","b","*c","*a","b","*a","b","*a","*b","c","*d"]
["Total",72,28,24,16,4,22,50,14,38,6,10,2,2,39,33,29,43,28,44,34,38,22,50,59,13,64,8,66,6,68,4,68,4,29,43,22,50,71,1,72,31,41,15,57,23,49,15,57,3,69,6,66,70,2,28,42,2,15,57,9,63,3,2,63,4]
["Pupils interested in other careers",39,17,12,9,1,13,26,10,19,3,6,0,1,20,19,17,22,16,23,17,22,14,25,34,5,36,3,36,3,35,4,36,3,12,27,7,32,38,1,39,13,26,7,32,13,26,8,31,2,37,4,35,38,1,17,20,2,8,31,4,35,1,1,35,2]
[null,0.54,0.61,0.5,0.56000000000000005,0.25,0.59,0.52,0.71,0.5,0.5,0.6,0,0.5,0.51,0.57999999999999996,0.59,0.51,0.56999999999999995,0.52,0.5,0.57999999999999996,0.64,0.5,0.57999999999999996,0.38,0.56000000000000005,0.38,0.55000000000000004,0.5,0.51,1,0.53,0.75,0.41,0.63,0.32,0.64,0.54,1,0.54,0.42,0.63,0.47,0.56000000000000005,0.56999999999999995,0.53,0.53,0.54,0.67,0.54,0.67,0.53,0.54,0.5,0.61,0.48,1,0.53,0.54,0.44,0.56000000000000005,0.33,0.5,0.56000000000000005,0.5]
["Not well known as a career",38,16,11,10,1,11,27,6,21,4,6,1,0,23,15,18,20,17,21,20,18,10,28,33,5,33,5,34,4,36,2,36,2,12,26,12,26,38,0,38,13,25,8,30,13,25,8,30,2,36,4,34,38,0,16,21,1,9,29,6,32,2,2,32,2]
[null,0.53,0.56999999999999995,0.46,0.63,0.25,0.5,0.54,0.43,0.55000000000000004,0.67,0.6,0.5,0,0.59,0.45,0.62,0.47,0.61,0.48,0.59,0.47,0.45,0.56000000000000005,0.56000000000000005,0.38,0.52,0.63,0.52,0.67,0.53,0.5,0.53,0.5,0.41,0.6,0.55000000000000004,0.52,0.54,0,0.53,0.42,0.61,0.53,0.53,0.56999999999999995,0.51,0.53,0.53,0.67,0.52,0.67,0.52,0.54,0,0.56999999999999995,0.5,0.5,0.6,0.51,0.67,0.51,0.67,1,0.51,0.5]
["Too complicated / difficult",36,13,12,8,3,10,26,7,18,2,6,1,2,22,14,11,25,13,23,19,17,13,23,28,8,31,5,33,3,34,2,33,3,11,25,7,29,36,0,36,13,23,10,26,13,23,8,28,0,36,2,34,36,0,15,20,1,7,29,3,33,1,1,33,1]
[null,0.5,0.46,0.5,0.5,0.75,0.45,0.52,0.5,0.47,0.33,0.6,0.5,1,0.56000000000000005,0.42,0.38,0.57999999999999996,0.46,0.52,0.56000000000000005,0.45,0.59,0.46,0.47,0.62,0.48,0.63,0.5,0.5,0.5,0.5,0.49,0.75,0.38,0.57999999999999996,0.32,0.57999999999999996,0.51,0,0.5,0.42,0.56000000000000005,0.67,0.46,0.56999999999999995,0.47,0.53,0.49,0,0.52,0.33,0.52,0.51,0,0.54,0.48,0.5,0.47,0.51,0.33,0.52,0.33,0.5,0.52,0.25]
["Not interested in it",35,13,12,7,3,9,26,5,20,3,4,1,2,20,15,14,21,14,21,19,16,9,26,28,7,30,5,32,3,34,1,31,4,15,20,13,22,35,0,35,16,19,7,28,13,22,6,29,0,35,3,32,33,2,11,24,0,8,27,3,32,0,0,32,3]
[null,0.49,0.46,0.5,0.44,0.75,0.41,0.52,0.36,0.53,0.5,0.4,0.5,1,0.51,0.45,0.48,0.49,0.5,0.48,0.56000000000000005,0.42,0.41,0.52,0.47,0.54,0.47,0.63,0.48,0.5,0.5,0.25,0.46,1,0.52,0.47,0.59,0.44,0.49,0,0.49,0.52,0.46,0.47,0.49,0.56999999999999995,0.45,0.4,0.51,0,0.51,0.5,0.48,0.47,1,0.39,0.56999999999999995,0,0.53,0.47,0.33,0.51,0,0,0.51,0.75]
["Boring / dull",23,12,7,4,0,10,13,8,11,2,2,0,0,12,11,10,13,9,14,11,12,8,15,21,2,20,3,22,1,22,1,21,2,10,13,7,16,23,0,23,10,13,6,17,6,17,4,19,1,22,2,21,22,1,9,13,1,6,17,3,20,2,0,20,1]
[null,0.32,0.43,0.28999999999999998,0.25,0,0.45,0.26,0.56999999999999995,0.28999999999999998,0.33,0.2,0,0,0.31,0.33,0.34,0.3,0.32,0.32,0.32,0.32,0.36,0.3,0.36,0.15,0.31,0.38,0.33,0.17,0.32,0.25,0.31,0.5,0.34,0.3,0.32,0.32,0.32,0,0.32,0.32,0.32,0.4,0.3,0.26,0.35,0.27,0.33,0.33,0.32,0.33,0.32,0.31,0.5,0.32,0.31,0.5,0.4,0.3,0.33,0.32,0.67,0,0.32,0.25]
["Too technical",23,8,8,5,2,8,15,7,9,1,4,0,2,15,8,10,13,9,14,14,9,6,17,20,3,19,4,21,2,23,0,22,1,9,14,7,16,23,0,23,9,14,4,19,8,15,4,19,0,23,2,21,23,0,11,12,0,6,17,2,21,0,1,21,1]
[null,0.32,0.28999999999999998,0.33,0.31,0.5,0.36,0.3,0.5,0.24,0.17,0.4,0,1,0.38,0.24,0.34,0.3,0.32,0.32,0.41,0.24,0.27,0.34,0.34,0.23,0.3,0.5,0.32,0.33,0.34,0,0.32,0.25,0.31,0.33,0.32,0.32,0.32,0,0.32,0.28999999999999998,0.34,0.27,0.33,0.35,0.31,0.27,0.33,0,0.33,0.33,0.32,0.33,0,0.39,0.28999999999999998,0,0.4,0.3,0.22,0.33,0,0.5,0.33,0.25]
["Is a career for men",20,8,5,6,1,8,12,6,7,1,5,1,0,12,8,7,13,7,13,10,10,6,14,18,2,16,4,18,2,19,1,18,2,10,10,8,12,20,0,20,11,9,4,16,8,12,5,15,1,19,0,20,20,0,11,9,0,7,13,5,15,3,1,15,1]
[null,0.28000000000000003,0.28999999999999998,0.21,0.38,0.25,0.36,0.24,0.43,0.18,0.17,0.5,0.5,0,0.31,0.24,0.24,0.3,0.25,0.3,0.28999999999999998,0.26,0.27,0.28000000000000003,0.31,0.15,0.25,0.5,0.27,0.33,0.28000000000000003,0.25,0.26,0.5,0.34,0.23,0.36,0.24,0.28000000000000003,0,0.28000000000000003,0.35,0.22,0.27,0.28000000000000003,0.35,0.24,0.33,0.26,0.33,0.28000000000000003,0,0.3,0.28999999999999998,0,0.39,0.21,0,0.47,0.23,0.56000000000000005,0.24,1,0.5,0.24,0.25]
["Dirty / greasy / messy",9,5,2,2,0,3,6,3,4,0,2,0,0,7,2,6,3,6,3,8,1,1,8,8,1,8,1,8,1,9,0,9,0,4,5,3,6,9,0,9,4,5,1,8,5,4,2,7,0,9,0,9,8,1,6,3,0,4,5,1,8,0,1,8,0]
[null,0.13,0.18,0.08,0.13,0,0.14000000000000001,0.12,0.21,0.11,0,0.2,0,0,0.18,0.06,0.21,7.0000000000000007E-2,0.21,7.0000000000000007E-2,"*24%","*3%",0.05,0.16,0.14000000000000001,0.08,0.13,0.13,0.12,0.17,0.13,0,0.13,0,0.14000000000000001,0.12,0.14000000000000001,0.12,0.13,0,0.13,0.13,0.12,7.0000000000000007E-2,0.14000000000000001,0.22,0.08,0.13,0.12,0,0.13,0,0.14000000000000001,0.11,0.5,0.21,7.0000000000000007E-2,0,0.27,0.09,0.11,0.13,0,0.5,0.13,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"h",null,null,null,null,null,"bdfh",null,null,"h"]
["Poorly paid",7,3,1,2,1,2,5,1,3,0,2,1,0,5,2,6,1,5,2,5,2,1,6,7,0,6,1,6,1,7,0,7,0,4,3,3,4,7,0,7,4,3,0,7,1,6,1,6,2,5,3,4,7,0,2,5,0,4,3,2,5,1,0,5,1]
[null,0.1,0.11,0.04,0.13,0.25,0.09,0.1,7.0000000000000007E-2,0.08,0,0.2,0.5,0,0.13,0.06,0.21,0.02,0.18,0.05,0.15,0.05,0.05,0.12,0.12,0,0.09,0.13,0.09,0.17,0.1,0,0.1,0,0.14000000000000001,7.0000000000000007E-2,0.14000000000000001,0.08,0.1,0,0.1,0.13,7.0000000000000007E-2,0,0.12,0.04,0.12,7.0000000000000007E-2,0.11,0.67,7.0000000000000007E-2,0.5,0.06,0.1,0,7.0000000000000007E-2,0.12,0,0.27,0.05,0.22,0.08,0.33,0,0.08,0.25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d"]
["Negative publicity about it",7,2,3,1,1,3,4,2,3,0,1,1,0,6,1,4,3,3,4,4,3,1,6,7,0,7,0,7,0,7,0,7,0,5,2,3,4,7,0,7,5,2,2,5,2,5,4,3,0,7,1,6,7,0,4,3,0,2,5,2,5,1,1,5,0]
[null,0.1,7.0000000000000007E-2,0.13,0.06,0.25,0.14000000000000001,0.08,0.14000000000000001,0.08,0,0.1,0.5,0,0.15,0.03,0.14000000000000001,7.0000000000000007E-2,0.11,0.09,0.12,0.08,0.05,0.12,0.12,0,0.11,0,0.11,0,0.1,0,0.1,0,0.17,0.05,0.14000000000000001,0.08,0.1,0,0.1,0.16,0.05,0.13,0.09,0.09,0.1,0.27,0.05,0,0.1,0.17,0.09,0.1,0,0.14000000000000001,7.0000000000000007E-2,0,0.13,0.09,0.22,0.08,0.33,0.5,0.08,0]
["Is a career without much human contact",2,1,0,1,0,1,1,1,0,0,1,0,0,2,0,2,0,2,0,2,0,0,2,2,0,1,1,1,1,2,0,2,0,0,2,0,2,2,0,2,0,2,0,2,1,1,1,1,0,2,0,2,2,0,2,0,0,0,2,0,2,0,0,2,0]
[null,0.03,0.04,0,0.06,0,0.05,0.02,7.0000000000000007E-2,0,0,0.1,0,0,0.05,0,7.0000000000000007E-2,0,7.0000000000000007E-2,0,0.06,0,0,0.04,0.03,0,0.02,0.13,0.02,0.17,0.03,0,0.03,0,0,0.05,0,0.04,0.03,0,0.03,0,0.05,0,0.04,0.04,0.02,7.0000000000000007E-2,0.02,0,0.03,0,0.03,0.03,0,7.0000000000000007E-2,0,0,0,0.04,0,0.03,0,0,0.03,0]
["Is a career without much impact on the world",2,0,1,1,0,0,2,0,1,0,1,0,0,2,0,1,1,1,1,1,1,0,2,2,0,2,0,2,0,2,0,2,0,1,1,0,2,2,0,2,1,1,0,2,0,2,2,0,0,2,0,2,2,0,1,1,0,0,2,2,0,1,1,0,0]
[null,0.03,0,0.04,0.06,0,0,0.04,0,0.03,0,0.1,0,0,0.05,0,0.03,0.02,0.04,0.02,0.03,0.03,0,0.04,0.03,0,0.03,0,0.03,0,0.03,0,0.03,0,0.03,0.02,0,0.04,0.03,0,0.03,0.03,0.02,0,0.04,0,0.04,0.13,0,0,0.03,0,0.03,0.03,0,0.04,0.02,0,0,0.04,0.22,0,0.33,0.5,0,0]
["Other",3,3,0,0,0,0,3,0,3,0,0,0,0,2,1,2,1,2,1,2,1,1,2,3,0,3,0,3,0,3,0,3,0,0,3,0,3,3,0,3,0,3,1,2,1,2,0,3,0,3,0,3,3,0,2,1,0,0,3,0,3,0,0,3,0]
[null,0.04,0.11,0,0,0,0,0.06,0,0.08,0,0,0,0,0.05,0.03,7.0000000000000007E-2,0.02,7.0000000000000007E-2,0.02,0.06,0.03,0.05,0.04,0.05,0,0.05,0,0.05,0,0.04,0,0.04,0,0,7.0000000000000007E-2,0,0.06,0.04,0,0.04,0,7.0000000000000007E-2,7.0000000000000007E-2,0.04,0.04,0.04,0,0.05,0,0.04,0,0.05,0.04,0,7.0000000000000007E-2,0.02,0,0,0.05,0,0.05,0,0,0.05,0]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e - a,b,c,d,e,f,g,h,i,j - a,b - a,b,c - a,b - a,b - a,b,c,d"]
["Page 63"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"66","index":65,"n_rows":70,"n_cols":70,"rows_kept":70,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 66/ 1"]
[]
["A15 Why do you think a career in science is generally desirable for your pupils?"]
[]
["Base: Those who believe science is desirable"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",746,130,227,262,127,342,404,168,189,120,142,54,73,251,495,218,528,204,542,200,546,261,485,524,222,543,203,620,126,667,79,688,58,509,237,478,268,664,82,710,36,523,223,202,544,153,593,132,614,94,652,77,669,697,3,14,32,303,420,23,210,536,78,641,46,16,12,641,4]
["Interesting",536,88,156,191,101,249,287,116,128,94,97,39,62,198,338,171,365,153,383,157,379,185,351,364,172,379,157,440,96,475,61,497,39,378,158,360,176,473,63,509,27,390,146,143,393,119,417,96,440,77,459,52,484,502,2,10,22,224,293,19,157,379,45,475,28,6,8,475,3]
[null,0.72,0.68,0.69,0.73,"*80%",0.73,0.71,0.69,0.68,0.78,0.68,0.72,"*85%","*79%","*68%","*78%","*69%",0.75,0.71,"*79%","*69%",0.71,0.72,"*69%","*77%","*70%","*77%",0.71,0.76,0.71,0.77,0.72,0.67,"*74%","*67%","*75%","*66%",0.71,0.77,0.72,0.75,"*75%","*65%",0.71,0.72,0.78,0.7,0.73,0.72,"*82%","*70%",0.68,0.72,0.72,0.67,0.71,0.69,0.74,0.7,0.83,0.75,0.71,"*58%","*74%",0.61,0.38,0.67,"*74%",0.75]
[null,null,null,null,null,"ab",null,null,null,null,"b",null,null,"abd","bdfhi",null,"bdfh",null,null,null,"bdfh",null,null,null,null,"acln",null,"acln",null,"n",null,null,"n",null,"ln",null,"acln",null,null,null,null,null,"f",null,null,null,null,null,null,null,"abdfhij",null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Challenging",532,91,144,194,103,241,291,108,127,91,103,42,61,190,342,159,373,154,378,156,376,183,349,361,171,375,157,428,104,468,64,487,45,354,178,336,196,464,68,501,31,366,166,140,392,117,415,95,437,65,467,56,476,499,1,10,22,224,289,19,148,384,45,465,25,10,7,465,3]
[null,0.71,0.7,"*63%",0.74,"*81%",0.7,0.72,"*64%",0.67,0.76,0.73,0.78,"*84%",0.76,0.69,0.73,0.71,0.75,0.7,"*78%","*69%",0.7,0.72,"*69%","*77%","*69%","*77%","*69%","*83%","*70%","*81%",0.71,0.78,0.7,0.75,0.7,0.73,"*70%","*83%","*71%","*86%",0.7,0.74,0.69,0.72,0.76,0.7,0.72,0.71,0.69,0.72,0.73,0.71,0.72,0.33,0.71,0.69,0.74,0.69,0.83,0.7,0.72,"*58%",0.73,"*54%",0.63,0.57999999999999996,0.73,0.75]
[null,null,null,null,"b","ab",null,null,null,null,"a",null,null,"ab","h",null,null,null,null,null,"bdfh",null,null,null,null,"acegk",null,"acegk",null,"acegikmn",null,"acegk",null,null,null,null,null,null,null,"ace",null,"ace",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,"a"]
["Good profession / career",531,92,145,197,97,235,296,104,133,93,104,38,59,192,339,153,378,153,378,145,386,185,346,391,140,395,136,444,87,471,60,488,43,350,181,325,206,477,54,503,28,359,172,148,383,108,423,89,442,65,466,43,488,496,3,12,20,229,283,19,147,384,56,457,33,12,8,457,3]
[null,0.71,0.71,"*64%",0.75,0.76,0.69,0.73,"*62%",0.7,0.78,0.73,0.7,0.81,"*76%","*68%",0.7,0.72,0.75,0.7,0.73,0.71,0.71,0.71,"*75%","*63%",0.73,0.67,0.72,0.69,0.71,0.76,0.71,0.74,"*69%","*76%","*68%","*77%",0.72,0.66,0.71,0.78,"*69%","*77%",0.73,0.7,0.71,0.71,0.67,0.72,0.69,0.71,"*56%","*73%",0.71,1,0.86,0.63,"*76%","*67%",0.83,0.7,0.72,0.72,0.71,0.72,0.75,0.67,0.71,0.75]
[null,null,null,null,"b","b",null,null,null,null,"a","a",null,"a","bf",null,null,null,null,null,null,null,null,null,"bdkm",null,"b",null,"b",null,"b","b","b",null,null,"bdkm",null,"bdkm",null,null,null,null,null,"be","i","i","i","i",null,"i",null,"i",null,"i",null,null,null,null,"b"]
["Essential / plays an important part in all our lives",505,82,141,182,100,221,284,99,124,85,97,37,63,186,319,156,349,150,355,151,354,172,333,349,156,368,137,414,91,445,60,464,41,345,160,325,180,449,56,479,26,353,152,133,372,105,400,97,408,66,439,46,459,468,2,9,26,211,279,15,154,351,44,441,27,6,9,441,2]
[null,0.68,0.63,"*62%",0.69,"*79%",0.65,0.7,"*59%",0.66,0.71,0.68,0.69,"*86%","*74%","*64%",0.72,0.66,"*74%","*65%","*76%","*65%",0.66,0.69,0.67,0.7,0.68,0.67,0.67,0.72,0.67,0.76,0.67,0.71,0.68,0.68,0.68,0.67,0.68,0.68,0.67,0.72,0.67,0.68,0.66,0.68,0.69,0.67,0.73,0.66,0.7,0.67,0.6,0.69,0.67,0.67,0.64,0.81,0.7,0.66,0.65,"*73%","*65%","*56%",0.69,0.59,0.38,0.75,0.69,0.5]
[null,null,null,null,null,"ab",null,null,null,null,"a",null,null,"abcde","bdfhi",null,null,null,"bfh",null,"bdfhi",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i",null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"a"]
["Rewarding (e.g. socially, intellectually)",475,81,125,171,98,217,258,99,107,83,88,35,63,173,302,152,323,138,337,139,336,164,311,322,153,336,139,385,90,418,57,434,41,333,142,312,163,419,56,447,28,343,132,126,349,101,374,83,392,70,405,46,429,449,2,8,16,207,254,14,144,331,47,411,27,9,8,411,3]
[null,0.64,0.62,"*55%",0.65,"*77%",0.63,0.64,0.59,"*57%",0.69,0.62,0.65,"*86%","*69%","*61%","*70%","*61%",0.68,0.62,"*70%","*62%",0.63,0.64,0.61,0.69,0.62,0.68,"*62%","*71%",0.63,0.72,0.63,0.71,0.65,0.6,0.65,0.61,0.63,0.68,0.63,0.78,0.66,0.59,0.62,0.64,0.66,0.63,0.63,0.64,"*74%","*62%",0.6,0.64,0.64,0.67,0.56999999999999995,0.5,"*68%","*60%",0.61,0.69,0.62,0.6,0.64,0.59,0.56000000000000005,0.67,0.64,0.75]
[null,null,null,null,"b","abc",null,null,null,null,"b",null,null,"abcde","bdh",null,"bdfh",null,null,null,"bdh",null,null,null,null,"l",null,null,null,"aceln",null,null,null,null,null,null,null,null,null,null,null,"f",null,null,null,null,null,null,null,null,"adfhij",null,null,null,null,null,null,null,"b"]
["Good opportunities",446,76,129,161,80,206,240,94,111,76,85,36,44,163,283,136,310,129,317,132,314,155,291,304,142,317,129,365,81,395,51,409,37,304,142,288,158,392,54,422,24,313,133,121,325,100,346,82,364,54,392,44,402,412,3,12,19,195,236,15,133,313,45,384,29,7,8,384,1]
[null,0.6,0.57999999999999996,0.56999999999999995,0.61,0.63,0.6,0.59,0.56000000000000005,0.59,0.63,0.6,0.67,0.6,"*65%","*57%",0.62,0.59,0.63,0.57999999999999996,"*66%","*58%",0.59,0.6,0.57999999999999996,0.64,0.57999999999999996,0.64,0.59,0.64,0.59,0.65,0.59,0.64,0.6,0.6,0.6,0.59,0.59,0.66,0.59,0.67,0.6,0.6,0.6,0.6,0.65,0.57999999999999996,0.62,0.59,0.56999999999999995,0.6,0.56999999999999995,0.6,0.59,1,0.86,0.59,"*64%","*56%",0.65,0.63,0.57999999999999996,0.57999999999999996,0.6,0.63,0.44,0.67,0.6,0.25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bh",null,null,null,null,null,"bh",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Respected",444,83,123,159,79,210,234,105,101,76,83,29,50,152,292,131,313,132,312,119,325,147,297,318,126,322,122,373,71,393,51,406,38,309,135,295,149,395,49,420,24,315,129,111,333,90,354,85,359,59,385,44,400,417,2,8,17,193,241,10,144,300,44,384,29,4,9,384,2]
[null,0.6,0.64,0.54,0.61,0.62,0.61,0.57999999999999996,0.63,"*53%",0.63,0.57999999999999996,0.54,0.68,0.61,0.59,0.6,0.59,0.65,0.57999999999999996,0.6,0.6,0.56000000000000005,0.61,0.61,0.56999999999999995,0.59,0.6,0.6,0.56000000000000005,0.59,0.65,0.59,0.66,0.61,0.56999999999999995,0.62,0.56000000000000005,0.59,0.6,0.59,0.67,0.6,0.57999999999999996,0.55000000000000004,0.61,0.59,0.6,0.64,0.57999999999999996,0.63,0.59,0.56999999999999995,0.6,0.6,0.67,0.56999999999999995,0.53,0.64,0.56999999999999995,0.43,"*69%","*56%",0.56000000000000005,0.6,0.63,0.25,0.75,0.6,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Varied",385,63,101,142,79,169,216,80,84,63,79,26,53,130,255,112,273,101,284,110,275,140,245,269,116,275,110,314,71,342,43,356,29,278,107,264,121,337,48,365,20,283,102,106,279,82,303,57,328,50,335,39,346,359,3,8,15,163,215,7,128,257,31,342,18,4,6,342,3]
[null,0.52,0.48,"*44%",0.54,"*62%",0.49,0.53,0.48,"*44%",0.53,0.56000000000000005,0.48,"*73%",0.52,0.52,0.51,0.52,0.5,0.52,0.55000000000000004,0.5,0.54,0.51,0.51,0.52,0.51,0.54,0.51,0.56000000000000005,0.51,0.54,0.52,0.5,"*55%","*45%","*55%","*45%",0.51,0.59,0.51,0.56000000000000005,"*54%","*46%",0.52,0.51,0.54,0.51,"*43%","*53%",0.53,0.51,0.51,0.52,0.52,1,0.56999999999999995,0.47,0.54,0.51,0.3,"*61%","*48%","*40%","*53%",0.39,0.25,0.5,"*53%",0.75]
[null,null,null,null,"b","ab",null,null,null,null,null,"b",null,"abcde",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ln",null,null,null,null,"ln",null,"ln",null,null,"f",null,null,"f",null,null,null,null,null,null,"e",null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"a"]
["Aspirational",360,64,107,128,61,150,210,73,98,54,74,23,38,138,222,122,238,115,245,106,254,120,240,258,102,266,94,307,53,329,31,335,25,246,114,231,129,325,35,346,14,250,110,87,273,75,285,65,295,45,315,37,323,339,1,9,11,160,188,12,106,254,32,315,21,5,4,315,2]
[null,0.48,0.49,0.47,0.49,0.48,"*44%","*52%",0.43,0.52,0.45,0.52,0.43,0.52,"*55%","*45%","*56%","*45%","*56%","*45%",0.53,0.47,0.46,0.49,0.49,0.46,0.49,0.46,0.5,0.42,0.49,0.39,0.49,0.43,0.48,0.48,0.48,0.48,0.49,0.43,0.49,0.39,0.48,0.49,0.43,0.5,0.49,0.48,0.49,0.48,0.48,0.48,0.48,0.48,0.49,0.33,0.64,0.34,"*53%","*45%",0.52,0.5,0.47,0.41,0.49,0.46,0.31,0.33,0.49,0.5]
[null,null,null,null,null,null,null,"a",null,null,null,null,null,null,"bdfhi",null,"bdfhi",null,"bdfhi",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Enjoyable",351,59,96,127,69,159,192,74,81,61,66,24,45,134,217,116,235,112,239,105,246,123,228,234,117,243,108,286,65,311,40,325,26,251,100,236,115,303,48,333,18,255,96,98,253,78,273,75,276,52,299,30,321,328,3,6,14,157,184,10,109,242,34,307,21,6,6,307,1]
[null,0.47,0.45,0.42,0.48,0.54,0.46,0.48,0.44,0.43,0.51,0.46,0.44,"*62%","*53%","*44%","*53%","*45%","*55%","*44%",0.53,0.45,0.47,0.47,"*45%","*53%","*45%","*53%",0.46,0.52,0.47,0.51,0.47,0.45,0.49,0.42,0.49,0.43,"*46%","*59%",0.47,0.5,0.49,0.43,0.49,0.47,0.51,0.46,"*57%","*45%",0.55000000000000004,0.46,0.39,0.48,0.47,1,0.43,0.44,"*52%","*44%",0.43,0.52,0.45,0.44,0.48,0.46,0.38,0.5,0.48,0.25]
[null,null,null,null,null,"b",null,null,null,null,null,null,null,"abd","bdfh",null,"bdfh",null,"bdfh",null,"bf",null,null,null,null,"acln",null,"acln",null,null,null,null,null,null,null,null,null,null,null,"acf",null,null,null,null,null,null,null,null,"bdfhi",null,"i",null,null,null,null,null,null,null,"b"]
["Exciting",344,63,90,123,68,156,188,75,78,57,66,24,44,122,222,102,242,97,247,97,247,107,237,232,112,241,103,278,66,308,36,312,32,243,101,233,111,298,46,326,18,249,95,83,261,76,268,66,278,50,294,32,312,320,2,9,13,145,187,12,110,234,35,298,18,9,7,298,1]
[null,0.46,0.48,"*40%",0.47,0.54,0.46,0.47,0.45,0.41,0.48,0.46,0.44,"*60%",0.49,0.45,0.47,0.46,0.48,0.46,0.49,0.45,"*41%","*49%",0.44,0.5,0.44,0.51,0.45,0.52,0.46,0.46,0.45,0.55000000000000004,0.48,0.43,0.49,0.41,0.45,0.56000000000000005,0.46,0.5,0.48,0.43,0.41,0.48,0.5,0.45,0.5,0.45,0.53,0.45,0.42,0.47,0.46,0.67,0.64,0.41,0.48,0.45,0.52,"*52%","*44%",0.45,0.46,0.39,0.56000000000000005,0.57999999999999996,0.46,0.25]
[null,null,null,null,null,"b",null,null,null,null,null,null,null,"ab",null,null,null,null,null,null,null,null,null,"i",null,"n",null,"n",null,"n",null,null,null,null,null,null,null,null,null,"f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Can work abroad",330,44,91,127,68,155,175,64,71,62,65,29,39,129,201,107,223,94,236,99,231,109,221,227,103,236,94,270,60,296,34,305,25,228,102,220,110,290,40,313,17,236,94,82,248,77,253,59,271,47,283,33,297,307,3,7,13,141,179,10,112,218,26,291,15,3,7,291,1]
[null,0.44,"*34%",0.4,0.48,"*54%",0.45,0.43,0.38,"*38%",0.52,0.46,0.54,0.53,"*51%","*41%",0.49,0.42,0.46,0.44,0.5,0.42,0.42,0.46,0.43,0.46,0.43,0.46,0.44,0.48,0.44,0.43,0.44,0.43,0.45,0.43,0.46,0.41,0.44,0.49,0.44,0.47,0.45,0.42,0.41,0.46,0.5,0.43,0.45,0.44,0.5,0.43,0.43,0.44,0.44,1,0.5,0.41,0.47,0.43,0.43,"*53%","*41%","*33%",0.45,0.33,0.19,0.57999999999999996,0.45,0.25]
[null,null,null,null,"a","ab",null,null,null,null,"ab",null,"ab","ab","bdfhi",null,"b",null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"a"]
["Creative",275,41,60,107,67,133,142,51,50,55,52,27,40,102,173,88,187,84,191,86,189,101,174,188,87,201,74,225,50,244,31,256,19,195,80,183,92,241,34,260,15,199,76,78,197,65,210,63,212,39,236,24,251,257,1,5,12,118,146,11,86,189,26,238,20,3,3,238,0]
[null,0.37,0.32,"*26%",0.41,"*53%",0.39,0.35,"*30%","*26%","*46%",0.37,"*50%","*55%",0.41,0.35,0.4,0.35,0.41,0.35,"*43%","*35%",0.39,0.36,0.36,0.39,0.37,0.36,0.36,0.4,0.37,0.39,0.37,0.33,0.38,0.34,0.38,0.34,0.36,0.41,0.37,0.42,0.38,0.34,0.39,0.36,0.42,0.35,"*48%","*35%",0.41,0.36,0.31,0.38,0.37,0.33,0.36,0.38,0.39,0.35,0.48,0.41,0.35,0.33,0.37,0.43,0.19,0.25,0.37,0]
[null,null,null,null,"b","abc",null,null,null,null,"ab","b","ab","abd",null,null,null,null,null,null,"bh",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdfhij"]
["Well paid",249,44,69,96,40,126,123,56,57,53,43,17,23,88,161,74,175,71,178,58,191,89,160,184,65,182,67,217,32,226,23,232,17,157,92,147,102,226,23,239,10,164,85,72,177,39,210,44,205,34,215,21,228,236,3,4,6,99,139,11,74,175,29,209,18,6,5,209,0]
[null,0.33,0.34,0.3,0.37,0.31,0.37,0.3,0.33,0.3,"*44%",0.3,0.31,0.32,0.35,0.33,0.34,0.33,0.35,0.33,0.28999999999999998,0.35,0.34,0.33,0.35,0.28999999999999998,0.34,0.33,"*35%","*25%",0.34,0.28999999999999998,0.34,0.28999999999999998,"*31%","*39%","*31%","*38%",0.34,0.28000000000000003,0.34,0.28000000000000003,0.31,0.38,0.36,0.33,"*25%","*35%",0.33,0.33,0.36,0.33,0.27,0.34,0.34,1,0.28999999999999998,0.19,0.33,0.33,0.48,0.35,0.33,0.37,0.33,0.39,0.38,0.42,0.33,0]
[null,null,null,null,null,null,null,null,null,null,"bd",null,null,null,null,null,null,null,null,null,null,null,null,null,"f",null,null,null,"f",null,null,null,null,null,null,"bfkm",null,"bfkm",null,null,null,null,null,null,"c",null,null,"c",null,null,null,null,null,"c"]
["Fun",215,40,53,70,52,108,107,48,45,40,30,20,32,74,141,69,146,58,157,57,158,79,136,139,76,146,69,176,39,194,21,196,19,154,61,148,67,185,30,201,14,158,57,58,157,46,169,41,174,40,175,23,192,202,1,4,8,100,107,8,75,140,17,189,9,3,4,189,1]
[null,0.28999999999999998,0.31,"*23%",0.27,"*41%",0.32,0.26,0.28999999999999998,0.24,0.33,"*21%",0.37,"*44%",0.28999999999999998,0.28000000000000003,0.32,0.28000000000000003,0.28000000000000003,0.28999999999999998,0.28999999999999998,0.28999999999999998,0.3,0.28000000000000003,"*27%","*34%",0.27,0.34,0.28000000000000003,0.31,0.28999999999999998,0.27,0.28000000000000003,0.33,0.3,0.26,0.31,0.25,0.28000000000000003,0.37,0.28000000000000003,0.39,0.3,0.26,0.28999999999999998,0.28999999999999998,0.3,0.28000000000000003,0.31,0.28000000000000003,"*43%","*27%",0.3,0.28999999999999998,0.28999999999999998,0.33,0.28999999999999998,0.25,"*33%","*25%",0.35,"*36%","*26%",0.22,0.28999999999999998,0.2,0.19,0.33,0.28999999999999998,0.25]
[null,null,null,null,null,"bc",null,null,null,null,"d",null,"d","abd",null,null,null,null,null,null,null,null,null,null,null,"acln",null,"an",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"abcdfhj",null,null,null,null,null,null,null,"b",null,null,"b"]
["Job security",210,39,56,78,37,94,116,37,58,39,39,18,19,75,135,66,144,60,150,61,149,73,137,159,51,159,51,180,30,187,23,195,15,129,81,121,89,192,18,201,9,132,78,58,152,42,168,29,181,26,184,19,191,200,3,1,6,95,107,8,67,143,30,171,15,5,8,171,2]
[null,0.28000000000000003,0.3,0.25,0.3,0.28999999999999998,0.27,0.28999999999999998,"*22%",0.31,0.33,0.27,0.33,0.26,0.3,0.27,0.3,0.27,0.28999999999999998,0.28000000000000003,0.31,0.27,0.28000000000000003,0.28000000000000003,"*30%","*23%",0.28999999999999998,0.25,0.28999999999999998,0.24,0.28000000000000003,0.28999999999999998,0.28000000000000003,0.26,"*25%","*34%","*25%","*33%",0.28999999999999998,0.22,0.28000000000000003,0.25,"*25%","*35%",0.28999999999999998,0.28000000000000003,0.27,0.28000000000000003,0.22,0.28999999999999998,0.28000000000000003,0.28000000000000003,0.25,0.28999999999999998,0.28999999999999998,1,7.0000000000000007E-2,0.19,0.31,0.25,0.35,0.32,0.27,"*38%","*27%",0.33,0.31,0.67,"*27%",0.5]
[null,null,null,null,null,null,null,null,null,null,"a",null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,null,null,null,null,null,null,null,null,"bdfkm",null,"bkm",null,null,null,null,null,"be",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Other",7,1,3,2,1,3,4,2,2,1,1,0,1,4,3,2,5,4,3,2,5,1,6,6,1,7,0,6,1,7,0,7,0,7,0,4,3,7,0,7,0,7,0,1,6,2,5,4,3,0,7,0,7,6,0,1,0,3,4,0,2,5,0,7,0,0,0,7,0]
[null,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0,0.01,0.02,0.01,0.01,0.01,0.02,0.01,0.01,0.01,"*%",0.01,0.01,"*%",0.01,0,0.01,0.01,0.01,0,0.01,0,0.01,0,0.01,0.01,0.01,0,0.01,0,0.01,0,"*%",0.01,0.01,0.01,"*3%","**%",0,0.01,0,0.01,0.01,0,7.0000000000000007E-2,0,0.01,0.01,0,0.01,0.01,0,0.01,0,0,0,0.01,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"df"]
["Don't know",5,0,3,2,0,4,1,2,1,2,0,0,0,0,5,0,5,0,5,0,5,1,4,5,0,5,0,5,0,5,0,5,0,2,3,2,3,5,0,5,0,2,3,1,4,1,4,1,4,0,5,2,3,5,0,0,0,2,3,0,1,4,0,5,0,0,0,5,0]
[null,0.01,0,0.01,0.01,0,0.01,"*%",0.01,0.01,0.02,0,0,0,0,0.01,0,0.01,0,0.01,0,0.01,"*%",0.01,0.01,0,0.01,0,0.01,0,0.01,0,0.01,0,"*%",0.01,"*%",0.01,0.01,0,0.01,0,"*%",0.01,"*%",0.01,0.01,0.01,0.01,0.01,0,0.01,"*3%","**%",0.01,0,0,0,0.01,0.01,0,"*%",0.01,0,0.01,0,0,0,0.01,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"j"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 64"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"67","index":66,"n_rows":49,"n_cols":68,"rows_kept":49,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 67/ 1"]
[]
["A16 Why do you think a career in science is generally undesirable for your pupils?"]
[]
["Base: Those who believe science is undesirable"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","White","Other"]
["Significance Level: 95%",null,"a","b","*c","*d","a","b","*a","b","*c","*d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","*b","c","*d","e","*f","g","*h","i","*j","k","l","m","n","a","*b","c","*d","e","f","*a","b","*c","d","*e","f","*g","h","*i","j","a","*b","*c","*a","b","*c","*a","b","*a","b","*a","*b","c","*d"]
["Total",88,36,32,14,6,36,52,28,40,5,9,3,3,43,45,31,57,33,55,31,57,32,56,74,14,74,14,81,7,80,8,84,4,39,49,33,55,85,3,87,1,41,47,21,67,18,70,15,73,7,81,9,79,86,1,1,26,60,2,17,71,11,76,4,3,76,4]
["Too complicated / difficult",55,25,21,8,1,20,35,16,30,4,4,0,1,32,23,22,33,24,31,22,33,18,37,48,7,45,10,51,4,53,2,52,3,24,31,21,34,54,1,55,0,25,30,14,41,12,43,12,43,3,52,6,49,54,1,0,16,39,0,12,43,5,49,2,1,49,2]
[null,0.63,0.69,0.66,0.56999999999999995,0.17,0.56000000000000005,0.67,0.56999999999999995,"*75%",0.8,0.44,0,0.33,"*74%","*51%",0.71,0.57999999999999996,0.73,0.56000000000000005,0.71,0.57999999999999996,0.56000000000000005,0.66,0.65,0.5,0.61,0.71,0.63,0.56999999999999995,0.66,0.25,0.62,0.75,0.62,0.63,0.64,0.62,0.64,0.33,0.63,0,0.61,0.64,0.67,0.61,0.67,0.61,0.8,0.59,0.43,0.64,0.67,0.62,0.63,1,0,0.62,0.65,0,0.71,0.61,0.45,0.64,0.5,0.33,0.64,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Pupils interested in other careers",51,17,21,8,5,21,30,15,23,3,5,3,2,25,26,18,33,18,33,18,33,20,31,43,8,45,6,46,5,45,6,49,2,19,32,17,34,49,2,51,0,21,30,13,38,11,40,8,43,5,46,6,45,49,1,1,15,35,1,10,41,6,45,2,1,45,3]
[null,0.57999999999999996,0.47,0.66,0.56999999999999995,0.83,0.57999999999999996,0.57999999999999996,0.54,0.57999999999999996,0.6,0.56000000000000005,1,0.67,0.57999999999999996,0.57999999999999996,0.57999999999999996,0.57999999999999996,0.55000000000000004,0.6,0.57999999999999996,0.57999999999999996,0.63,0.55000000000000004,0.57999999999999996,0.56999999999999995,0.61,0.43,0.56999999999999995,0.71,0.56000000000000005,0.75,0.57999999999999996,0.5,0.49,0.65,0.52,0.62,0.57999999999999996,0.67,0.59,0,0.51,0.64,0.62,0.56999999999999995,0.61,0.56999999999999995,0.53,0.59,0.71,0.56999999999999995,0.67,0.56999999999999995,0.56999999999999995,1,1,0.57999999999999996,0.57999999999999996,0.5,0.59,0.57999999999999996,0.55000000000000004,0.59,0.5,0.33,0.59,0.75]
["Not interested in it",42,19,14,8,1,16,26,12,21,3,5,1,0,21,21,15,27,15,27,16,26,14,28,36,6,36,6,40,2,38,4,39,3,19,23,16,26,42,0,41,1,20,22,8,34,11,31,4,38,3,39,4,38,41,0,1,11,29,2,7,35,6,36,2,2,36,2]
[null,0.48,0.53,0.44,0.56999999999999995,0.17,0.44,0.5,0.43,0.53,0.6,0.56000000000000005,0.33,0,0.49,0.47,0.48,0.47,0.45,0.49,0.52,0.46,0.44,0.5,0.49,0.43,0.49,0.43,0.49,0.28999999999999998,0.48,0.5,0.46,0.75,0.49,0.47,0.48,0.47,0.49,0,0.47,1,0.49,0.47,0.38,0.51,0.61,0.44,0.27,0.52,0.43,0.48,0.44,0.48,0.48,0,1,0.42,0.48,1,0.41,0.49,0.55000000000000004,0.47,0.5,0.67,0.47,0.5]
["Boring / dull",38,18,14,6,0,15,23,13,19,2,4,0,0,20,18,16,22,16,22,16,22,13,25,32,6,31,7,36,2,36,2,36,2,17,21,15,23,37,1,38,0,18,20,11,27,8,30,6,32,4,34,4,34,36,1,1,8,30,0,10,28,4,33,3,0,33,1]
[null,0.43,0.5,0.44,0.43,0,0.42,0.44,0.46,0.48,0.4,0.44,0,0,0.47,0.4,0.52,0.39,0.48,0.4,0.52,0.39,0.41,0.45,0.43,0.43,0.42,0.5,0.44,0.28999999999999998,0.45,0.25,0.43,0.5,0.44,0.43,0.45,0.42,0.44,0.33,0.44,0,0.44,0.43,0.52,0.4,0.44,0.43,0.4,0.44,0.56999999999999995,0.42,0.44,0.43,0.42,1,1,0.31,0.5,0,0.59,0.39,0.36,0.43,0.75,0,0.43,0.25]
["Not well known as a career",37,18,13,3,3,18,19,14,17,1,2,3,0,18,19,13,24,12,25,15,22,15,22,33,4,32,5,36,1,32,5,35,2,17,20,14,23,36,1,37,0,17,20,10,27,8,29,1,36,6,31,4,33,36,0,1,14,22,1,5,32,4,33,2,1,33,1]
[null,0.42,0.5,0.41,0.21,0.5,0.5,0.37,0.5,0.43,0.2,0.22,1,0,0.42,0.42,0.42,0.42,0.36,0.45,0.48,0.39,0.47,0.39,0.45,0.28999999999999998,0.43,0.36,0.44,0.14000000000000001,0.4,0.63,0.42,0.5,0.44,0.41,0.42,0.42,0.42,0.33,0.43,0,0.41,0.43,0.48,0.4,0.44,0.41,7.0000000000000007E-2,0.49,0.86,0.38,0.44,0.42,0.42,0,1,0.54,0.37,0.5,0.28999999999999998,0.45,0.36,0.43,0.5,0.33,0.43,0.25]
["Too technical",34,10,14,6,4,14,20,11,13,1,5,2,2,18,16,12,22,13,21,12,22,10,24,32,2,29,5,34,0,34,0,33,1,10,24,10,24,34,0,34,0,11,23,8,26,6,28,8,26,1,33,5,29,34,0,0,11,23,0,8,26,5,28,2,2,28,1]
[null,0.39,0.28000000000000003,0.44,0.43,0.67,0.39,0.38,0.39,0.33,0.2,0.56000000000000005,0.67,0.67,0.42,0.36,0.39,0.39,0.39,0.38,0.39,0.39,0.31,0.43,0.43,0.14000000000000001,0.39,0.36,0.42,0,0.43,0,0.39,0.25,"*26%","*49%",0.3,0.44,0.4,0,0.39,0,"*27%","*49%",0.38,0.39,0.33,0.4,0.53,0.36,0.14000000000000001,0.41,0.56000000000000005,0.37,0.4,0,0,0.42,0.38,0,0.47,0.37,0.45,0.37,0.5,0.67,0.37,0.25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"k",null,null,null,null,null,null,null,"e"]
["Poorly paid",21,8,7,5,1,10,11,8,7,2,3,0,1,14,7,9,12,12,9,10,11,3,18,16,5,14,7,17,4,19,2,20,1,17,4,15,6,19,2,20,1,17,4,3,18,5,16,8,13,4,17,0,21,19,1,1,9,11,1,7,14,2,18,2,0,18,0]
[null,0.24,0.22,0.22,0.36,0.17,0.28000000000000003,0.21,0.28999999999999998,0.18,0.4,0.33,0,0.33,0.33,0.16,0.28999999999999998,0.21,"*36%","*16%",0.32,0.19,"*9%","*32%",0.22,0.36,0.19,0.5,0.21,0.56999999999999995,0.24,0.25,0.24,0.25,"*44%","*8%","*45%","*11%",0.22,0.67,0.23,1,"*41%","*9%",0.14000000000000001,0.27,0.28000000000000003,0.23,0.53,0.18,0.56999999999999995,0.21,0,0.27,0.22,1,1,0.35,0.18,0.5,0.41,0.2,0.18,0.24,0.5,0,0.24,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i",null,null,null,"bfi",null,"i",null,null,"i","l",null,null,null,null,null,"l",null,"l",null,"acegiln",null,"acegiln",null,"f",null,"f",null,"acf"]
["Negative publicity about it",12,3,8,1,0,6,6,6,5,0,1,0,0,8,4,6,6,4,8,5,7,1,11,10,2,10,2,11,1,11,1,11,1,6,6,6,6,12,0,11,1,6,6,1,11,3,9,3,9,2,10,2,10,12,0,0,7,5,0,2,10,2,10,1,1,10,0]
[null,0.14000000000000001,0.08,"*25%",7.0000000000000007E-2,0,0.17,0.12,0.21,0.13,0,0.11,0,0,0.19,0.09,0.19,0.11,0.12,0.15,0.16,0.12,"*3%","*20%",0.14000000000000001,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.13,0.13,0.25,0.15,0.12,0.18,0.11,0.14000000000000001,0,0.13,1,0.15,0.13,0.05,0.16,0.17,0.13,0.2,0.12,0.28999999999999998,0.12,0.22,0.13,0.14000000000000001,0,0,0.27,0.08,0,0.12,0.14000000000000001,0.18,0.13,0.25,0.33,0.13,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i",null,"i",null,null,null,null,null,null,"i"]
["Is a career for men",11,6,2,2,1,6,5,5,3,1,1,0,1,6,5,5,6,5,6,3,8,5,6,9,2,7,4,10,1,9,2,10,1,7,4,6,5,10,1,11,0,7,4,4,7,1,10,2,9,3,8,0,11,11,0,0,3,8,0,1,10,1,10,1,0,10,0]
[null,0.13,0.17,0.06,0.14000000000000001,0.17,0.17,0.1,0.18,0.08,0.2,0.11,0,0.33,0.14000000000000001,0.11,0.16,0.11,0.15,0.11,0.1,0.14000000000000001,0.16,0.11,0.12,0.14000000000000001,0.09,0.28999999999999998,0.12,0.14000000000000001,0.11,0.25,0.12,0.25,0.18,0.08,0.18,0.09,0.12,0.33,0.13,0,0.17,0.09,0.19,0.1,0.06,0.14000000000000001,0.13,0.12,0.43,0.1,0,0.14000000000000001,0.13,0,0,0.12,0.13,0,0.06,0.14000000000000001,0.09,0.13,0.25,0,0.13,0]
["Is a career without much human contact",6,2,1,0,3,4,2,2,1,0,0,2,1,3,3,2,4,2,4,1,5,3,3,6,0,5,1,6,0,6,0,6,0,3,3,3,3,6,0,6,0,3,3,3,3,1,5,1,5,1,5,0,6,6,0,0,3,3,0,2,4,0,6,0,0,6,0]
[null,7.0000000000000007E-2,0.06,0.03,0,0.5,0.11,0.04,7.0000000000000007E-2,0.03,0,0,0.67,0.33,7.0000000000000007E-2,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.03,0.09,0.09,0.05,0.08,0,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0,0.08,0,7.0000000000000007E-2,0,0.08,0.06,0.09,0.05,7.0000000000000007E-2,0,7.0000000000000007E-2,0,7.0000000000000007E-2,0.06,0.14000000000000001,0.04,0.06,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.14000000000000001,0.06,0,0.08,7.0000000000000007E-2,0,0,0.12,0.05,0,0.12,0.06,0,0.08,0,0,0.08,0]
["Dying industry",3,1,0,1,1,1,2,1,0,0,1,0,1,1,2,0,3,1,2,0,3,0,3,3,0,3,0,3,0,3,0,3,0,1,2,1,2,3,0,3,0,1,2,0,3,0,3,1,2,0,3,0,3,3,0,0,1,2,0,1,2,0,3,0,0,3,0]
[null,0.03,0.03,0,7.0000000000000007E-2,0.17,0.03,0.04,0.04,0,0,0.11,0,0.33,0.02,0.04,0,0.05,0.03,0.04,0,0.05,0,0.05,0.04,0,0.04,0,0.04,0,0.04,0,0.04,0,0.03,0.04,0.03,0.04,0.04,0,0.03,0,0.02,0.04,0,0.04,0,0.04,7.0000000000000007E-2,0.03,0,0.04,0,0.04,0.03,0,0,0.04,0.03,0,0.06,0.03,0,0.04,0,0,0.04,0]
["Dirty / greasy / messy",1,0,0,0,1,0,1,0,0,0,0,0,1,0,1,0,1,0,1,0,1,0,1,1,0,1,0,1,0,1,0,1,0,0,1,0,1,1,0,1,0,0,1,0,1,0,1,0,1,0,1,0,1,1,0,0,0,1,0,0,1,0,1,0,0,1,0]
[null,0.01,0,0,0,0.17,0,0.02,0,0,0,0,0,0.33,0,0.02,0,0.02,0,0.02,0,0.02,0,0.02,0.01,0,0.01,0,0.01,0,0.01,0,0.01,0,0,0.02,0,0.02,0.01,0,0.01,0,0,0.02,0,0.01,0,0.01,0,0.01,0,0.01,0,0.01,0.01,0,0,0,0.02,0,0,0.01,0,0.01,0,0,0.01,0]
["Other",3,2,0,1,0,0,3,0,2,0,1,0,0,3,0,2,1,3,0,2,1,0,3,3,0,3,0,3,0,3,0,3,0,1,2,1,2,3,0,3,0,1,2,0,3,1,2,1,2,0,3,0,3,3,0,0,3,0,0,1,2,0,3,0,0,3,0]
[null,0.03,0.06,0,7.0000000000000007E-2,0,0,0.06,0,0.05,0,0.11,0,0,7.0000000000000007E-2,0,0.06,0.02,"*9%","*0%",0.06,0.02,0,0.05,0.04,0,0.04,0,0.04,0,0.04,0,0.04,0,0.03,0.04,0.03,0.04,0.04,0,0.03,0,0.02,0.04,0,0.04,0.06,0.03,7.0000000000000007E-2,0.03,0,0.04,0,0.04,0.03,0,0,0.12,0,0,0.06,0.03,0,0.04,0,0,0.04,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"f",null,null,null,"bf"]
["Don't know",3,1,1,1,0,2,1,2,0,0,1,0,0,0,3,0,3,0,3,0,3,0,3,3,0,3,0,3,0,3,0,3,0,1,2,0,3,3,0,3,0,1,2,0,3,0,3,0,3,0,3,1,2,3,0,0,1,2,0,0,3,0,3,0,0,3,0]
[null,0.03,0.03,0.03,7.0000000000000007E-2,0,0.06,0.02,7.0000000000000007E-2,0,0,0.11,0,0,0,7.0000000000000007E-2,0,0.05,0,0.05,0,0.05,0,0.05,0.04,0,0.04,0,0.04,0,0.04,0,0.04,0,0.03,0.04,0,0.05,0.04,0,0.03,0,0.02,0.04,0,0.04,0,0.04,0,0.04,0,0.04,0.11,0.03,0.03,0,0,0.04,0.03,0,0,0.04,0,0.04,0,0,0.04,0]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c - a,b,c - a,b - a,b - a,b,c,d"]
["Page 65"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"68","index":67,"n_rows":40,"n_cols":70,"rows_kept":40,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 68/ 1"]
[]
["A17-1. Please indicate your level of agreement with the following statements regarding engineering: Being an engineer is a well respected profession"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Disagree a lot",11,0,0,8,3,4,7,0,0,1,7,3,0,1,10,3,8,4,7,1,10,3,8,9,2,11,0,11,0,11,0,11,0,6,5,6,5,11,0,11,0,6,5,1,10,0,11,2,9,2,9,5,6,9,0,0,2,6,5,0,7,4,1,8,1,0,0,8,0]
[null,0.01,0,"*0%","*2%",0.02,0.01,0.01,0,"*0%",0.01,"*4%","*4%",0,"*%",0.02,0.01,0.01,0.01,0.01,"*%",0.01,0.01,0.01,0.01,0.01,0.01,0,0.01,0,0.01,0,0.01,0,0.01,0.01,0.01,0.01,0.01,0,0.01,0,0.01,0.01,"*%",0.01,0,0.01,0.01,0.01,0.02,0.01,"*5%","*1%",0.01,0,0,"*5%",0.01,0.01,0,"*2%","*1%",0.01,0.01,0.02,0,0,0.01,0]
[null,null,null,null,"ab","ab",null,null,null,null,null,"ab","ab",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"abcdfhj",null,null,null,null,"a",null,null,null,"b"]
["2 - Disagree a little",26,2,6,12,6,14,12,4,4,5,7,5,1,7,19,11,15,3,23,3,23,6,20,18,8,21,5,21,5,24,2,24,2,22,4,20,6,24,2,26,0,23,3,5,21,3,23,5,21,4,22,8,18,26,0,0,0,12,14,0,7,19,2,22,1,0,1,22,0]
[null,0.03,0.01,0.02,0.04,0.04,0.03,0.02,0.02,0.01,0.03,0.04,"*7%",0.01,0.02,0.03,0.04,0.02,0.01,0.03,0.01,0.03,0.02,0.03,0.02,0.03,0.03,0.02,0.02,0.03,0.03,0.02,0.03,0.03,"*3%","*1%",0.03,0.01,0.03,0.02,0.03,0,"*3%","*1%",0.02,0.03,0.01,0.03,0.03,0.02,0.03,0.02,"*8%","*2%",0.03,0,0,0,0.03,0.02,0,0.02,0.03,0.02,0.02,0.02,0,0.06,0.02,0]
[null,null,null,null,"a","a",null,null,null,null,null,null,"ab",null,null,null,"eg",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ln",null,"l",null,null,null,"f",null,"f",null,null,null,null,null,null,null,null,null,"abcdfhj"]
["3 - Neither",56,10,21,17,8,28,28,13,18,9,8,6,2,14,42,14,42,16,40,15,41,21,35,46,10,43,13,48,8,52,4,54,2,30,26,27,29,52,4,54,2,31,25,17,39,8,48,9,47,6,50,8,48,53,0,1,2,19,34,3,9,47,6,48,4,1,0,48,1]
[null,0.05,0.04,7.0000000000000007E-2,0.05,0.05,0.06,0.05,0.05,0.06,0.06,0.04,0.09,0.02,0.04,0.06,0.05,0.06,0.06,0.05,0.05,0.06,0.06,0.05,0.06,0.03,0.06,0.05,0.06,0.05,0.06,0.04,0.06,0.03,0.05,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.06,0.04,0.06,0.05,0.05,7.0000000000000007E-2,0.06,0.05,0.04,0.06,0.05,0.05,0.05,0.06,0.08,0.05,0.06,0,0.05,0.05,0.05,0.06,0.1,"*3%","*6%",0.06,0.05,7.0000000000000007E-2,0.04,0,0.05,0.11]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["4 - Agree a little",276,57,75,95,49,134,142,63,69,44,51,27,22,97,179,91,185,73,203,70,206,95,181,188,88,204,72,229,47,244,32,253,23,178,98,170,106,244,32,261,15,182,94,74,202,52,224,39,237,37,239,33,243,257,0,6,13,103,166,7,76,200,17,251,9,4,3,251,1]
[null,0.27,0.25,0.24,0.28999999999999998,0.33,0.28999999999999998,0.25,0.25,0.24,0.31,0.27,"*40%",0.27,0.27,0.27,0.3,0.26,0.25,0.28000000000000003,0.25,0.28000000000000003,0.26,0.27,0.26,0.31,0.27,0.28000000000000003,0.27,0.28999999999999998,0.26,0.32,0.27,0.32,0.28000000000000003,0.26,0.28000000000000003,0.25,0.26,0.32,0.27,0.36,0.27,0.27,0.27,0.27,0.25,0.27,0.23,0.28000000000000003,0.3,0.27,0.31,0.26,0.27,0,0.32,0.3,0.25,0.28000000000000003,0.24,0.27,0.27,"*16%","*28%","*15%",0.17,0.17,"*28%",0.11]
[null,null,null,null,null,"b",null,null,null,null,null,null,"ab",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,"a"]
["5 - Agree a lot",642,152,212,196,82,276,366,165,199,84,112,27,55,232,410,183,459,189,453,188,454,235,407,467,175,481,161,542,100,582,60,599,43,404,238,372,270,581,61,618,24,422,220,176,466,138,504,108,534,73,569,50,592,600,4,12,26,265,358,19,180,462,81,545,43,17,14,545,7]
[null,0.63,0.68,0.67,0.59,"*55%",0.6,0.65,0.66,"*68%",0.57999999999999996,0.6,"*40%",0.68,0.65,0.62,0.6,0.64,0.66,0.62,0.67,0.61,0.65,0.62,0.63,0.61,0.63,0.63,0.63,0.62,0.63,0.6,0.63,0.6,0.62,0.63,0.62,0.64,0.63,0.6,0.63,0.56999999999999995,0.63,0.63,0.64,0.62,0.67,0.62,0.64,0.62,0.59,0.63,"*48%","*64%",0.63,1,0.63,0.6,0.64,0.61,0.66,0.64,0.62,"*74%",0.62,0.73,0.74,0.78,0.62,0.78]
[null,null,"cd","cd",null,null,null,null,"e","ce","e","e",null,"e",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i","i","i","i","i","i",null,"i",null,"i",null,null,null,null,null,null,null,null,null,"b"]
["Don't know",12,3,4,4,1,6,6,5,2,1,3,0,1,6,6,5,7,3,9,4,8,4,8,8,4,7,5,10,2,10,2,10,2,7,5,7,5,10,2,11,1,7,5,2,10,5,7,5,7,1,11,1,11,12,0,0,0,6,6,0,2,10,2,9,1,1,0,9,0]
[null,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.02,0,0.01,0.02,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.01,0.03,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.02,0.01,0.01,0.01,0.01,0.02,0.01,"*3%","*1%",0.01,0.01,0.01,0.01,0.01,0,0,0,0.01,0.01,0,0.01,0.01,0.02,0.01,0.02,0.04,0,0.01,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"df"]
["AGREE",918,209,287,291,131,410,508,228,268,128,163,54,77,329,589,274,644,262,656,258,660,330,588,655,263,685,233,771,147,826,92,852,66,582,336,542,376,825,93,879,39,604,314,250,668,190,728,147,771,110,808,83,835,857,4,18,39,368,524,26,256,662,98,796,52,21,17,796,8]
[null,0.9,"*93%",0.9,0.88,0.88,0.89,0.91,0.91,0.92,0.89,0.87,"*79%",0.95,0.92,0.88,0.89,0.9,0.91,0.89,0.92,0.89,0.91,0.89,0.89,0.92,0.89,0.91,0.9,0.91,0.89,0.92,0.9,0.92,0.9,0.89,0.9,0.89,0.89,0.92,0.9,0.93,0.9,0.89,0.91,0.89,0.92,0.89,0.88,0.9,0.89,0.9,"*79%","*91%",0.9,1,0.95,0.91,0.9,0.9,0.9,0.91,0.89,0.9,0.9,0.88,0.91,0.94,0.9,0.89]
[null,null,"c",null,null,null,null,null,"e","e",null,null,null,"de",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i","i","i","i",null,"i","i","i",null,"i"]
["DISAGREE",37,2,6,20,9,18,19,4,4,6,14,8,1,8,29,14,23,7,30,4,33,9,28,27,10,32,5,32,5,35,2,35,2,28,9,26,11,35,2,37,0,29,8,6,31,3,34,7,30,6,31,13,24,35,0,0,2,18,19,0,14,23,3,30,2,0,1,30,0]
[null,0.04,"*1%","*2%","*6%",0.06,0.04,0.03,"*2%","*1%",0.04,"*7%","*12%",0.01,0.02,0.04,0.05,0.03,0.02,0.04,"*1%","*4%",0.02,0.04,0.04,0.03,0.04,0.02,0.04,0.03,0.04,0.02,0.04,0.03,0.04,0.02,0.04,0.03,0.04,0.02,0.04,0,0.04,0.02,0.02,0.04,0.01,0.04,0.04,0.04,0.05,0.03,"*12%","*3%",0.04,0,0,0.05,0.04,0.03,0,0.05,0.03,0.03,0.03,0.03,0,0.06,0.03,0]
[null,null,null,null,"ab","ab",null,null,null,null,null,"abf","abcf",null,null,"g","g",null,null,"g",null,"g",null,"g",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"abcdefghj"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 66"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"69","index":68,"n_rows":39,"n_cols":70,"rows_kept":39,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 69/ 1"]
[]
["A17-2. Please indicate your level of agreement with the following statements regarding engineering: Engineers make a good contribution to society"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Disagree a lot",1,0,0,1,0,0,1,0,0,0,1,0,0,0,1,0,1,1,0,0,1,0,1,0,1,1,0,1,0,1,0,1,0,1,0,1,0,1,0,1,0,1,0,0,1,0,1,1,0,0,1,0,1,0,0,0,1,1,0,0,1,0,0,1,0,0,0,1,0]
[null,"*%",0,0,"*%",0,0,"*%",0,0,0,"*1%",0,0,0,"*%",0,"*%","*%",0,0,"*%",0,"*%",0,"*%","*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,0,"*%",0,"*%","*1%","*0%",0,"*%",0,"*%","*0%",0,0,"*2%","*%",0,0,"*%",0,0,"*%",0,0,0,"*%",0]
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["2 - Disagree a little",1,0,1,0,0,1,0,1,0,0,0,0,0,0,1,0,1,0,1,0,1,1,0,0,1,0,1,1,0,1,0,1,0,0,1,0,1,1,0,1,0,0,1,1,0,0,1,0,1,0,1,0,1,1,0,0,0,0,1,0,0,1,0,1,0,0,0,1,0]
[null,"*%",0,"*%",0,0,"*%",0,"*%",0,0,0,0,0,0,"*%",0,"*%",0,"*%",0,"*%","*%",0,0,"*%",0,"*%","*%",0,"*%",0,"*%",0,0,"*%",0,"*%","*%",0,"*%",0,0,"*%","*%",0,0,"*%",0,"*%",0,"*%",0,"*%","*%",0,0,0,0,"*%",0,0,"*%",0,"*%",0,0,0,"*%",0]
["3 - Neither",25,6,9,9,1,8,17,4,11,3,6,1,0,8,17,2,23,6,19,5,20,12,13,18,7,16,9,21,4,24,1,23,2,15,10,14,11,23,2,25,0,15,10,12,13,7,18,5,20,0,25,0,25,23,0,1,1,7,18,0,5,20,3,20,2,0,1,20,0]
[null,0.02,0.03,0.03,0.03,0.01,0.02,0.03,0.02,0.04,0.02,0.03,0.01,0,0.02,0.03,"*1%","*3%",0.02,0.03,0.02,0.03,0.03,0.02,0.02,0.02,0.02,0.04,0.02,0.02,0.03,0.01,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0.02,0.03,0,0.02,0.03,"*4%","*2%",0.03,0.02,0.03,0.02,0,0.03,0,0.03,0.02,0,0.05,0.02,0.02,0.03,0,0.02,0.03,0.03,0.02,0.03,0,0.06,0.02,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"c",null,"c",null,"c",null,"c","c",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bgi",null,"g"]
["4 - Agree a little",113,40,36,28,9,52,61,39,37,11,17,2,7,32,81,33,80,26,87,27,86,50,63,90,23,93,20,100,13,102,11,109,4,69,44,59,54,106,7,111,2,70,43,38,75,15,98,10,103,14,99,10,103,106,0,4,3,29,78,6,17,96,9,102,8,1,0,102,0]
[null,0.11,"*18%",0.11,0.08,"*6%",0.11,0.11,"*16%",0.13,0.08,0.09,"*3%",0.09,0.09,0.12,0.11,0.11,0.09,0.12,0.1,0.12,"*14%","*10%",0.12,0.08,0.12,0.08,0.12,0.08,0.11,0.11,0.11,0.06,0.11,0.12,0.1,0.13,0.11,7.0000000000000007E-2,0.11,0.05,0.1,0.12,0.14000000000000001,0.1,7.0000000000000007E-2,0.12,"*6%","*12%",0.11,0.11,0.1,0.11,0.11,0,0.21,7.0000000000000007E-2,"*7%","*13%",0.21,"*6%","*13%",0.08,0.12,0.14000000000000001,0.04,0,0.12,0]
[null,null,"bcd",null,null,null,null,null,"cde","e",null,null,null,null,null,null,null,null,null,null,null,null,"aj",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bd",null,null,null,null,null,null,"ce",null,null,"e",null,"e",null,"e",null,"e",null,null,null,null,null,"a",null,null,"a"]
["5 - Agree a lot",863,174,264,288,137,390,473,198,240,129,159,63,74,310,553,263,600,249,614,243,620,295,568,617,246,645,218,722,141,779,84,799,64,552,311,519,344,775,88,824,39,575,288,220,643,178,685,147,716,108,755,92,771,808,4,14,37,365,475,23,257,606,95,743,48,21,17,743,9]
[null,0.84,"*78%",0.83,0.87,"*92%",0.84,0.84,"*79%",0.82,0.9,0.85,0.93,0.91,0.87,0.83,0.86,0.84,0.86,0.84,0.86,0.84,"*81%","*86%",0.84,0.86,0.84,0.85,0.84,0.87,0.84,0.84,0.84,0.89,0.85,0.83,0.86,0.82,0.84,0.87,0.84,0.93,0.86,0.82,"*80%","*86%",0.86,0.84,0.88,0.84,0.88,0.84,0.88,0.84,0.84,1,0.74,0.86,"*89%","*81%",0.79,"*91%","*82%",0.87,0.84,0.81,0.91,0.94,0.84,1]
[null,null,null,null,"a","ab",null,null,null,null,"ab",null,"ab","ab","i",null,null,null,null,null,null,null,null,"i",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,"a",null,null,null,null,null,null,null,null,null,"b",null,null,"b"]
["Don't know",20,4,8,6,2,11,9,8,4,1,5,2,0,7,13,9,11,6,14,6,14,6,14,11,9,12,8,16,4,16,4,18,2,10,10,9,11,16,4,19,1,10,10,4,16,6,14,5,15,1,19,3,17,19,0,0,1,9,11,0,1,19,2,16,1,1,0,16,0]
[null,0.02,0.02,0.03,0.02,0.01,0.02,0.02,0.03,0.01,0.01,0.03,0.03,0,0.02,0.02,0.03,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.01,0.03,0.02,0.03,0.02,0.02,0.02,0.04,0.02,0.03,0.02,0.03,0.01,0.03,0.02,0.04,0.02,0.02,0.01,0.03,0.01,0.02,0.03,0.02,0.03,0.02,0.01,0.02,0.03,0.02,0.02,0,0,0.02,0.02,0.02,0,"**%","*3%",0.02,0.02,0.02,0.04,0,0.02,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["AGREE",976,214,300,316,146,442,534,237,277,140,176,65,81,342,634,296,680,275,701,270,706,345,631,707,269,738,238,822,154,881,95,908,68,621,355,578,398,881,95,935,41,645,331,258,718,193,783,157,819,122,854,102,874,914,4,18,40,394,553,29,274,702,104,845,56,22,17,845,9]
[null,0.95,0.96,0.94,0.95,0.98,0.96,0.95,0.95,0.95,0.97,0.94,0.96,"*100%",0.96,0.95,0.96,0.95,0.95,0.95,0.96,0.95,0.95,0.96,0.96,0.94,"*96%","*93%",0.95,0.95,0.95,0.95,0.95,0.94,0.96,0.94,0.96,0.95,0.96,0.94,0.95,0.98,0.96,0.94,0.94,0.96,0.94,0.96,0.93,0.96,"*99%","*95%",0.97,0.95,0.96,1,0.95,0.93,0.96,0.95,1,"*98%","*95%",0.95,0.96,0.95,0.96,0.94,0.96,1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"abd",null,null,null,null,null,null,null,null,null,null,"d",null,"d",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"acehj",null,null,null,null,null,null,null,null,null,null,"b"]
["DISAGREE",2,0,1,1,0,1,1,1,0,0,1,0,0,0,2,0,2,1,1,0,2,1,1,0,2,1,1,2,0,2,0,2,0,1,1,1,1,2,0,2,0,1,1,1,1,0,2,1,1,0,2,0,2,1,0,0,1,1,1,0,1,1,0,2,0,0,0,2,0]
[null,"*%",0,"*%","*%",0,"*%","*%","*%",0,0,0.01,0,0,0,"*%",0,"*%","*%","*%",0,"*%","*%","*%","*0%","*1%","*%","*%","*%",0,"*%",0,"*%",0,"*%","*%","*%","*%","*%",0,"*%",0,"*%","*%","*%","*%",0,"*%",0.01,"*%",0,"*%",0,"*%","**%",0,0,"*2%","*%","*%",0,"*%","*%",0,"*%",0,0,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 67"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"70","index":69,"n_rows":38,"n_cols":70,"rows_kept":38,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 70/ 1"]
[]
["A17-3. Please indicate your level of agreement with the following statements regarding engineering: People know what engineers do"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Disagree a lot",130,28,38,43,21,52,78,25,41,18,25,9,12,51,79,41,89,38,92,41,89,40,90,92,38,102,28,115,15,118,12,119,11,78,52,77,53,122,8,126,4,84,46,27,103,26,104,17,113,18,112,24,106,123,0,2,5,57,70,3,43,87,17,112,9,3,3,112,2]
[null,0.13,0.13,0.12,0.13,0.14000000000000001,0.11,0.14000000000000001,0.1,0.14000000000000001,0.13,0.13,0.13,0.15,0.14000000000000001,0.12,0.13,0.12,0.13,0.13,0.15,0.12,0.11,0.14000000000000001,0.13,0.13,0.13,0.11,0.13,0.09,0.13,0.12,0.13,0.15,0.12,0.14000000000000001,0.13,0.13,0.13,0.08,0.13,0.1,0.13,0.13,0.1,0.14000000000000001,0.13,0.13,0.1,0.13,0.15,0.12,"*23%","*12%",0.13,0,0.11,0.12,0.14000000000000001,0.12,0.1,0.15,0.12,0.16,0.13,0.15,0.13,0.17,0.13,0.22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"abcdefhj"]
["2 - Disagree a little",361,89,108,111,53,166,195,86,111,53,58,27,26,133,228,109,252,102,259,102,259,133,228,263,98,268,93,298,63,325,36,337,24,237,124,226,135,319,42,344,17,246,115,107,254,80,281,60,301,39,322,37,324,344,3,4,10,150,200,11,90,271,31,318,16,4,9,318,2]
[null,0.35,0.4,0.34,0.33,0.36,0.36,0.35,0.34,0.38,0.37,0.31,0.4,0.32,0.37,0.34,0.36,0.35,0.35,0.35,0.36,0.35,0.37,0.35,0.36,0.34,0.35,0.36,0.35,0.39,0.35,0.36,0.35,0.33,0.37,0.33,0.38,0.32,0.35,0.42,0.35,0.4,0.37,0.33,0.39,0.34,0.39,0.34,0.36,0.35,0.32,0.36,0.35,0.35,0.36,0.75,0.21,0.23,0.36,0.34,0.38,0.32,0.37,0.28000000000000003,0.36,0.27,0.17,0.5,0.36,0.22]
["3 - Neither",168,32,54,65,17,85,83,45,41,31,34,9,8,58,110,52,116,55,113,45,123,56,112,118,50,125,43,139,29,148,20,161,7,107,61,94,74,151,17,162,6,109,59,39,129,26,142,33,135,20,148,14,154,155,0,4,9,65,96,7,44,124,22,143,15,3,2,143,2]
[null,0.16,0.14000000000000001,0.17,0.2,0.11,0.18,0.15,0.18,0.14000000000000001,0.22,0.18,0.13,0.1,0.16,0.17,0.17,0.16,0.19,0.15,0.16,0.17,0.15,0.17,0.16,0.17,0.16,0.17,0.16,0.18,0.16,0.2,0.17,0.1,0.17,0.16,0.16,0.18,0.16,0.17,0.17,0.14000000000000001,0.16,0.17,0.14000000000000001,0.17,0.13,0.17,0.2,0.16,0.16,0.16,0.13,0.17,0.16,0,0.21,0.21,0.16,0.16,0.24,0.16,0.17,0.2,0.16,0.25,0.13,0.11,0.16,0.22]
[null,null,null,null,"d",null,null,null,null,null,"bf"]
["4 - Agree a little",314,64,101,98,51,137,177,79,86,37,61,21,30,99,215,86,228,82,232,83,231,117,197,233,81,238,76,269,45,287,27,291,23,193,121,173,141,289,25,304,10,197,117,87,227,62,252,47,267,37,277,27,287,289,1,8,16,125,183,6,87,227,29,273,12,10,4,273,3]
[null,0.31,0.28999999999999998,0.32,0.3,0.34,0.3,0.32,0.32,0.28999999999999998,0.26,0.32,0.31,0.37,0.28000000000000003,0.32,0.28000000000000003,0.32,0.28000000000000003,0.32,0.3,0.31,0.32,0.3,0.32,0.28000000000000003,0.31,0.3,0.31,0.28000000000000003,0.31,0.27,0.31,0.32,0.3,0.32,0.28999999999999998,0.33,0.31,0.25,0.31,0.24,0.28999999999999998,0.33,0.32,0.3,0.3,0.31,0.28000000000000003,0.31,0.3,0.31,0.26,0.31,0.3,0.25,0.42,0.37,0.3,0.31,0.21,0.31,0.31,0.27,0.31,0.2,0.43,0.22,0.31,0.33]
["5 - Agree a lot",46,11,14,14,7,20,26,13,12,5,9,2,5,15,31,17,29,10,36,9,37,17,29,28,18,32,14,37,9,41,5,40,6,29,17,29,17,38,8,41,5,32,14,14,32,10,36,9,37,9,37,2,44,42,0,1,3,13,31,2,17,29,8,35,6,2,0,35,0]
[null,0.04,0.05,0.04,0.04,0.05,0.04,0.05,0.05,0.04,0.03,0.05,0.03,0.06,0.04,0.05,0.06,0.04,0.03,0.05,0.03,0.05,0.05,0.04,0.04,0.06,0.04,0.05,0.04,0.06,0.04,0.05,0.04,0.08,0.04,0.05,0.05,0.04,0.04,0.08,"*4%","*12%",0.05,0.04,0.05,0.04,0.05,0.04,0.05,0.04,7.0000000000000007E-2,0.04,0.02,0.05,0.04,0,0.05,7.0000000000000007E-2,0.03,0.05,7.0000000000000007E-2,0.06,0.04,7.0000000000000007E-2,"*4%","*10%",0.09,0,"*4%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"acef",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d"]
["Don't know",4,0,3,1,0,2,2,2,1,0,1,0,0,1,3,2,2,1,3,1,3,1,3,2,2,2,2,3,1,4,0,3,1,3,1,3,1,3,1,4,0,3,1,1,3,2,2,2,2,0,4,1,3,4,0,0,0,1,3,0,0,4,2,2,1,1,0,2,0]
[null,"*%",0,0.01,"*%",0,"*%","*%",0.01,"*%",0,0.01,0,0,"*%","*%",0.01,"*%","*%","*%","*%","*%","*%","*%","*%",0.01,"*%",0.01,"*%",0.01,"*%",0,"*%",0.01,"*%","*%","*%","*%","*%",0.01,"*%",0,"*%","*%","*%","*%",0.01,"*%",0.01,"*%",0,"*%",0.01,"*%","*%",0,0,0,"*%",0.01,0,0,0.01,"*2%","**%",0.02,0.04,0,"**%",0]
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["AGREE",360,75,115,112,58,157,203,92,98,42,70,23,35,114,246,103,257,92,268,92,268,134,226,261,99,270,90,306,54,328,32,331,29,222,138,202,158,327,33,345,15,229,131,101,259,72,288,56,304,46,314,29,331,331,1,9,19,138,214,8,104,256,37,308,18,12,4,308,3]
[null,0.35,0.33,0.36,0.34,0.39,0.34,0.36,0.37,0.34,0.28999999999999998,0.37,0.34,0.43,0.32,0.37,0.34,0.36,0.32,0.36,0.33,0.36,0.37,0.34,0.35,0.34,0.35,0.35,0.36,0.33,0.36,0.32,0.35,0.4,0.34,0.37,0.34,0.38,0.35,0.33,0.35,0.36,0.34,0.37,0.37,0.35,0.35,0.35,0.33,0.36,0.37,0.35,0.28000000000000003,0.36,0.35,0.25,0.47,0.44,0.34,0.37,0.28000000000000003,0.37,0.35,0.34,0.35,0.31,0.52,0.22,0.35,0.33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"c"]
["DISAGREE",491,117,146,154,74,218,273,111,152,71,83,36,38,184,307,150,341,140,351,143,348,173,318,355,136,370,121,413,78,443,48,456,35,315,176,303,188,441,50,470,21,330,161,134,357,106,385,77,414,57,434,61,430,467,3,6,15,207,270,14,133,358,48,430,25,7,12,430,4]
[null,0.48,0.52,0.46,0.46,0.5,0.47,0.49,0.44,0.52,0.49,0.44,0.53,0.47,0.52,0.46,0.49,0.48,0.49,0.48,0.51,0.47,0.48,0.48,0.48,0.47,0.48,0.47,0.48,0.48,0.48,0.48,0.48,0.49,0.49,0.47,0.5,0.45,0.48,0.5,0.48,0.5,0.49,0.46,0.49,0.48,0.51,0.47,0.46,0.48,0.46,0.48,"*58%","*47%",0.49,0.75,0.32,0.35,0.5,0.46,0.48,0.47,0.48,0.44,0.49,0.42,0.3,0.67,0.49,0.44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdej"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 68"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"71","index":70,"n_rows":39,"n_cols":70,"rows_kept":39,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 71/ 1"]
[]
["A17-4. Please indicate your level of agreement with the following statements regarding engineering: Engineers will have a positive impact on our future"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Disagree a lot",2,0,1,1,0,0,2,0,1,0,1,0,0,0,2,0,2,1,1,0,2,1,1,1,1,2,0,2,0,2,0,2,0,2,0,1,1,2,0,2,0,2,0,1,1,0,2,1,1,0,2,0,2,1,0,0,1,1,1,0,1,1,0,2,0,0,0,2,0]
[null,"*%",0,"*%","*%",0,0,"*%",0,"*%",0,0.01,0,0,0,"*%",0,"*%","*%","*%",0,"*%","*%","*%","*%","*%","*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%","*%","*%",0,"*%",0,"*%",0,"*%","*%",0,"*%",0.01,"*%",0,"*%",0,"*%","**%",0,0,"*2%","*%","*%",0,"*%","*%",0,"*%",0,0,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["2 - Disagree a little",1,0,1,0,0,0,1,0,1,0,0,0,0,1,0,0,1,1,0,1,0,0,1,1,0,1,0,1,0,1,0,1,0,1,0,1,0,1,0,1,0,1,0,0,1,1,0,1,0,0,1,0,1,1,0,0,0,0,1,0,0,1,0,1,0,0,0,1,0]
[null,"*%",0,"*%",0,0,0,"*%",0,"*%",0,0,0,0,"*%",0,0,"*%","*%",0,"*%",0,0,"*%","*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,0,"*%","**%","*0%","*1%","*0%",0,"*%",0,"*%","*%",0,0,0,0,"*%",0,0,"*%",0,"*%",0,0,0,"*%",0]
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["3 - Neither",24,4,8,9,3,10,14,4,8,4,5,2,1,8,16,4,20,7,17,6,18,9,15,19,5,19,5,22,2,23,1,24,0,12,12,10,14,23,1,24,0,12,12,9,15,5,19,4,20,1,23,1,23,22,0,2,0,7,17,0,1,23,3,19,3,0,0,19,0]
[null,0.02,0.02,0.03,0.03,0.02,0.02,0.02,0.02,0.03,0.03,0.03,0.03,0.01,0.02,0.02,0.01,0.03,0.02,0.02,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0.02,0.03,0.01,0.02,0.01,0.03,0,0.02,0.03,0.02,0.03,0.02,0.01,0.02,0,0.02,0.03,0.03,0.02,0.02,0.02,0.02,0.02,0.01,0.03,0.01,0.03,0.02,0,0.11,0,0.02,0.03,0,"**%","*3%",0.03,0.02,0.05,0,0,0.02,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["4 - Agree a little",99,34,32,22,11,36,63,28,38,6,16,2,9,28,71,28,71,24,75,30,69,39,60,73,26,78,21,87,12,93,6,95,4,63,36,58,41,92,7,98,1,64,35,33,66,19,80,10,89,7,92,8,91,95,0,2,2,36,58,5,15,84,9,90,8,1,0,90,0]
[null,0.1,"*15%",0.1,"*7%",7.0000000000000007E-2,0.08,0.11,0.11,"*13%","*4%",0.09,0.03,0.11,0.08,0.11,0.09,0.1,0.08,0.1,0.11,0.09,0.11,0.09,0.1,0.09,0.1,0.08,0.1,7.0000000000000007E-2,0.1,0.06,0.1,0.06,0.1,0.1,0.1,0.1,0.1,7.0000000000000007E-2,0.1,0.02,0.1,0.1,0.12,0.09,0.09,0.1,0.06,0.1,0.06,0.1,0.08,0.1,0.1,0,0.11,0.05,0.09,0.1,0.17,"*5%","*11%",0.08,0.1,0.14000000000000001,0.04,0,0.1,0]
[null,null,"cd",null,null,null,null,null,"ce","ce",null,null,null,"c",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"e",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["5 - Agree a lot",878,182,268,295,133,404,474,210,240,132,163,62,71,312,566,266,612,249,629,239,639,309,569,632,246,656,222,734,144,788,90,812,66,557,321,521,357,789,89,838,40,580,298,229,649,176,702,146,732,114,764,92,786,821,4,15,38,358,496,24,262,616,95,756,47,21,18,756,9]
[null,0.86,"*81%",0.84,0.89,0.89,0.87,0.84,0.84,"*82%","*92%",0.87,0.91,0.88,0.87,0.85,0.87,0.85,0.86,0.86,0.85,0.86,0.85,0.86,0.86,0.86,0.86,0.87,0.85,0.89,0.85,0.9,0.85,0.92,0.86,0.85,0.87,0.85,0.86,0.88,0.85,0.95,0.86,0.85,0.83,0.87,0.85,0.86,0.87,0.86,"*93%","*85%",0.88,0.86,0.86,1,0.79,0.88,0.87,0.85,0.83,"*93%","*83%",0.87,0.86,0.8,0.91,1,0.86,1]
[null,null,null,null,"a","a",null,null,null,null,"ab",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"adfhj",null,null,null,null,null,null,null,null,null,null,"b"]
["Don't know",19,4,8,5,2,12,7,8,4,2,3,2,0,8,11,9,10,6,13,5,14,6,13,10,9,11,8,15,4,16,3,17,2,12,7,11,8,15,4,18,1,12,7,3,16,5,14,6,13,1,18,4,15,17,0,0,2,9,10,0,2,17,2,15,1,1,0,15,0]
[null,0.02,0.02,0.03,0.02,0.01,0.03,0.01,0.03,0.01,0.01,0.02,0.03,0,0.02,0.02,0.03,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0.01,0.03,0.01,0.03,0.02,0.02,0.02,0.03,0.02,0.03,0.02,0.02,0.02,0.02,0.02,0.04,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.02,0.04,0.02,0.01,0.02,0.04,0.02,0.02,0,0,0.05,0.02,0.02,0,0.01,0.02,0.02,0.02,0.02,0.04,0,0.02,0]
["AGREE",977,216,300,317,144,440,537,238,278,138,179,64,80,340,637,294,683,273,704,269,708,348,629,705,272,734,243,821,156,881,96,907,70,620,357,579,398,881,96,936,41,644,333,262,715,195,782,156,821,121,856,100,877,916,4,17,40,394,554,29,277,700,104,846,55,22,18,846,9]
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["DISAGREE",3,0,2,1,0,0,3,0,2,0,1,0,0,1,2,0,3,2,1,1,2,1,2,2,1,3,0,3,0,3,0,3,0,3,0,2,1,3,0,3,0,3,0,1,2,1,2,2,1,0,3,0,3,2,0,0,1,1,2,0,1,2,0,3,0,0,0,3,0]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 69"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"72","index":71,"n_rows":20,"n_cols":10,"rows_kept":20,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 72/ 1"]
[]
["A17 SUMMARY: Agreement with following statements regarding engineering"]
[]
["Base: All"]
[null,"Total","1 - Disagree a lot","2 - Disagree a little","3 - Neither","4 - Agree a little","5 - Agree a lot","Don't know","AGREE","DISAGREE"]
["Engineers will have a positive impact on our future",1023,2,1,24,99,878,19,977,3]
[null,null,"*%","*%",0.02,0.1,0.86,0.02,0.96,"*%"]
["Engineers make a good contribution to society",1023,1,1,25,113,863,20,976,2]
[null,null,"*%","*%",0.02,0.11,0.84,0.02,0.95,"*%"]
["Being an engineer is a well respected profession",1023,11,26,56,276,642,12,918,37]
[null,null,0.01,0.03,0.05,0.27,0.63,0.01,0.9,0.04]
["People know what engineers do",1023,130,361,168,314,46,4,360,491]
[null,null,0.13,0.35,0.16,0.31,0.04,"*%",0.35,0.48]
["Page 70"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"73","index":72,"n_rows":52,"n_cols":70,"rows_kept":52,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 73/ 1"]
[]
["A18. What are the key subjects that you need to have studied in order to become an engineer ?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Maths",1000,218,309,325,148,458,542,246,281,144,181,68,80,349,651,300,700,278,722,275,725,359,641,718,282,750,250,840,160,900,100,929,71,634,366,589,411,900,100,958,42,657,343,272,728,202,798,160,840,123,877,104,896,936,4,17,43,405,566,29,272,728,107,862,58,22,18,862,9]
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["Physics",930,205,288,303,134,427,503,230,263,136,167,61,73,330,600,282,648,264,666,258,672,320,610,667,263,694,236,783,147,841,89,864,66,595,335,558,372,841,89,890,40,618,312,237,693,186,744,154,776,117,813,99,831,869,3,19,39,381,521,28,261,669,101,801,54,21,18,801,8]
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["Design & Technology",527,121,177,163,66,242,285,137,161,77,86,28,38,181,346,146,381,140,387,144,383,169,358,414,113,438,89,473,54,496,31,501,26,279,248,252,275,500,27,516,11,291,236,117,410,110,417,74,453,43,484,59,468,497,1,7,22,215,299,13,153,374,59,452,30,16,9,452,4]
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["Engineering",515,138,160,156,61,242,273,136,162,76,80,30,31,173,342,141,374,136,379,145,370,165,350,407,108,421,94,456,59,473,42,483,32,270,245,241,274,481,34,499,16,282,233,108,407,105,410,72,443,44,471,57,458,483,2,10,20,214,290,11,145,370,64,437,32,17,10,437,5]
[null,0.5,"*62%",0.5,0.47,"*41%",0.52,0.49,0.54,"*55%",0.53,"*43%",0.44,"*38%",0.48,0.51,0.46,0.52,0.47,0.52,0.52,0.5,"*45%","*53%","*55%","*38%","*55%","*37%","*53%","*36%",0.51,0.42,0.51,0.44,"*42%","*65%","*40%","*65%","*52%","*34%",0.51,0.38,"*42%","*66%","*39%","*54%",0.51,0.5,"*43%","*52%","*36%","*52%",0.54,0.5,0.5,0.5,0.53,0.47,0.52,0.5,0.38,0.52,0.5,0.59,0.49,0.54,0.74,0.56000000000000005,0.49,0.56000000000000005]
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["IT",424,81,132,147,64,189,235,98,115,62,85,29,35,152,272,126,298,120,304,120,304,154,270,331,93,352,72,374,50,390,34,400,24,212,212,193,231,396,28,409,15,222,202,104,320,87,337,58,366,41,383,43,381,398,1,10,15,179,234,11,126,298,44,366,23,11,6,366,4]
[null,0.41,0.36,0.42,0.44,0.43,0.41,0.42,0.39,0.39,0.43,0.45,0.43,0.43,0.43,0.41,0.41,0.42,0.42,0.41,0.43,0.41,0.42,0.41,"*45%","*32%","*46%","*28%","*43%","*31%",0.42,0.34,0.42,0.33,"*33%","*56%","*32%","*55%","*43%","*28%",0.42,0.36,"*33%","*57%",0.38,0.43,0.42,0.41,"*35%","*43%",0.33,0.43,0.41,0.42,0.42,0.25,0.53,0.35,0.44,0.4,0.38,0.45,0.4,0.4,0.41,0.39,0.48,0.33,0.41,0.44]
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["Chemistry",345,81,97,110,57,151,194,78,100,46,64,27,30,137,208,100,245,113,232,97,248,117,228,253,92,261,84,285,60,315,30,325,20,208,137,192,153,308,37,332,13,218,127,80,265,67,278,76,269,34,311,37,308,328,1,5,11,148,190,7,93,252,49,290,25,11,8,290,5]
[null,0.34,0.36,0.31,0.33,0.38,0.33,0.35,0.31,0.34,0.32,0.34,0.4,0.37,"*38%","*31%",0.33,0.34,"*39%","*32%",0.35,0.33,0.32,0.35,0.34,0.32,0.34,0.33,0.33,0.37,0.34,0.3,0.34,0.28000000000000003,0.32,0.36,0.32,0.36,0.33,0.37,0.34,0.31,0.32,0.36,0.28999999999999998,0.35,0.33,0.34,"*45%","*31%",0.28000000000000003,0.35,0.35,0.34,0.34,0.25,0.26,0.26,0.36,0.33,0.24,0.33,0.34,"*45%",0.33,0.42,0.48,0.44,0.33,0.56000000000000005]
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["English",251,36,73,94,48,123,128,54,55,46,48,23,25,85,166,67,184,68,183,64,187,88,163,192,59,209,42,220,31,231,20,240,11,127,124,110,141,232,19,243,8,131,120,61,190,49,202,44,207,18,233,24,227,227,1,5,18,108,140,3,78,173,23,216,11,7,5,216,0]
[null,0.25,"*16%",0.23,0.28000000000000003,"*32%",0.27,0.23,0.22,"*19%","*32%",0.26,0.34,0.31,0.24,0.25,0.22,0.26,0.24,0.25,0.23,0.25,0.24,0.25,0.26,0.21,"*27%","*16%",0.26,0.19,0.25,0.2,0.25,0.15,"*20%","*33%","*18%","*33%",0.25,0.19,0.25,0.19,"*20%","*34%",0.22,0.25,0.24,0.25,0.26,0.24,"*15%","*26%",0.23,0.25,"*24%",0.25,0.26,"*42%",0.26,0.24,0.1,0.28000000000000003,0.23,0.21,0.24,0.19,0.3,0.28000000000000003,0.24,0]
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["Biology",139,31,42,42,24,71,68,34,39,24,18,13,11,55,84,47,92,41,98,44,95,41,98,109,30,114,25,120,19,130,9,133,6,79,60,69,70,129,10,134,5,81,58,27,112,33,106,25,114,16,123,16,123,134,0,3,2,70,65,4,44,95,20,116,12,3,4,116,1]
[null,0.14000000000000001,0.14000000000000001,0.13,0.13,0.16,0.15,0.12,0.14000000000000001,0.13,0.17,0.1,0.19,0.14000000000000001,0.15,0.13,0.15,0.13,0.14000000000000001,0.13,0.16,0.13,0.11,0.15,0.15,0.1,"*15%","*10%",0.14000000000000001,0.12,0.14000000000000001,0.09,0.14000000000000001,0.08,0.12,0.16,"*11%","*17%",0.14000000000000001,0.1,0.14000000000000001,0.12,0.12,0.16,"*10%","*15%",0.16,0.13,0.15,0.13,0.13,0.14000000000000001,0.15,0.13,0.14000000000000001,0,0.16,0.05,"*17%","*11%",0.14000000000000001,0.16,0.13,0.18,0.13,0.2,0.13,0.22,0.13,0.11]
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["Depends on the type of engineering",23,4,6,5,8,6,17,4,6,1,4,1,7,10,13,9,14,9,14,8,15,8,15,15,8,16,7,18,5,20,3,23,0,17,6,15,8,22,1,23,0,17,6,6,17,6,17,3,20,3,20,4,19,21,0,1,1,12,11,0,7,16,1,22,1,0,0,22,0]
[null,0.02,0.02,0.02,0.02,"*5%",0.01,0.03,0.02,0.02,0.01,0.02,0.01,"*9%",0.03,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0.02,0.02,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0,0.03,0.02,0.02,0.02,0.02,0.01,0.02,0,0.03,0.02,0.02,0.02,0.03,0.02,0.02,0.02,0.02,0.02,0.04,0.02,0.02,0,0.05,0.02,0.03,0.02,0,0.02,0.02,0.01,0.02,0.02,0,0,0.02,0]
[null,null,null,null,null,"bc",null,null,null,null,null,null,null,"abcd"]
["Other",9,2,1,4,2,4,5,1,2,2,2,1,1,4,5,2,7,2,7,3,6,2,7,7,2,7,2,6,3,8,1,9,0,8,1,8,1,8,1,9,0,8,1,0,9,2,7,2,7,0,9,3,6,9,0,0,0,4,5,0,4,5,1,8,0,0,1,8,0]
[null,0.01,0.01,"*%",0.01,0.01,0.01,0.01,"*%",0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0,0.01,"*%",0.01,"*%",0.01,0.01,0.01,0,0.01,"*%",0,0.01,0.01,0.01,0.01,0.01,0,0.01,"*3%","*1%",0.01,0,0,0,0.01,0.01,0,0.01,0.01,0.01,0.01,0,0,0.06,0.01,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"n",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"aj"]
["Don't know",2,1,0,1,0,0,2,0,1,0,1,0,0,0,2,0,2,0,2,0,2,1,1,2,0,2,0,2,0,2,0,2,0,0,2,0,2,2,0,2,0,0,2,1,1,1,1,0,2,0,2,0,2,2,0,0,0,0,2,0,0,2,0,2,0,0,0,2,0]
[null,"*%","*%",0,"*%",0,0,"*%",0,"*%",0,0.01,0,0,0,"*%",0,"*%",0,"*%",0,"*%","*%","*%","*%",0,"*%",0,"*%",0,"*%",0,"*%",0,0,0.01,0,"*%","*%",0,"*%",0,0,0.01,"*%","*%","*%","*%",0,"*%",0,"*%",0,"*%","*%",0,0,0,0,"*%",0,0,"*%",0,"*%",0,0,0,"*%",0]
["STEM",1019,222,317,331,149,462,557,250,289,144,187,68,81,356,663,306,713,287,732,280,739,361,658,732,287,763,256,858,161,919,100,947,72,645,374,600,419,918,101,977,42,669,350,273,746,205,814,167,852,123,896,105,914,953,4,19,43,410,580,29,279,740,109,879,59,23,18,879,9]
[null,1,0.99,1,1,1,1,0.99,1,"*99%",1,0.99,1,1,1,1,1,1,1,1,1,1,0.99,1,0.99,1,0.99,1,1,0.99,1,1,1,1,1,0.99,1,1,1,1,1,1,1,0.99,0.99,1,1,1,0.99,1,1,1,1,1,1,1,1,1,1,0.99,1,0.99,1,1,1,1,1,1,1,1]
["NOT STEM",4,2,1,1,0,0,4,0,3,0,1,0,0,1,3,1,3,1,3,1,3,3,1,4,0,4,0,3,1,4,0,4,0,2,2,2,2,4,0,4,0,2,2,2,2,1,3,1,3,0,4,0,4,4,0,0,0,1,3,0,2,2,0,4,0,0,0,4,0]
[null,"*%",0.01,"*%","*%",0,0,0.01,0,"*1%",0,0.01,0,0,"*%","*%","*%","*%","*%","*%","*%","*%",0.01,"*%",0.01,0,0.01,0,"*%",0.01,"*%",0,"*%",0,"*%",0.01,"*%","*%","*%",0,"*%",0,"*%",0.01,0.01,"*%","*%","*%",0.01,"*%",0,"*%",0,"*%","*%",0,0,0,"*%",0.01,0,0.01,"*%",0,"*%",0,0,0,"*%",0]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 71"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"74","index":73,"n_rows":46,"n_cols":70,"rows_kept":46,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 74/ 1"]
[]
["A19 Which of these characteristics do you think engineers  need to have to do their job well?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Numerate",931,193,285,310,143,425,506,225,253,136,174,64,79,327,604,284,647,264,667,253,678,328,603,670,261,696,235,784,147,843,88,867,64,597,334,559,372,839,92,895,36,619,312,250,681,188,743,152,779,117,814,95,836,869,4,17,41,377,527,27,258,673,92,811,48,20,17,811,7]
[null,0.91,"*86%",0.9,0.93,"*96%",0.92,0.9,0.9,"*87%",0.94,0.93,0.94,"*98%",0.92,0.91,0.93,0.9,0.92,0.91,0.9,0.91,0.9,0.92,0.91,0.91,0.91,0.92,0.91,0.91,0.91,0.88,0.91,0.89,0.92,0.89,"*93%","*88%",0.91,0.91,0.91,0.86,0.92,0.89,0.91,0.91,0.91,0.91,0.9,0.91,0.95,0.9,0.9,0.91,0.91,1,0.89,0.95,0.92,0.9,0.93,0.92,0.91,"*84%","*92%","*81%",0.87,0.94,"*92%",0.78]
[null,null,null,null,"a","ab",null,null,null,null,"b","b",null,"ab",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"n",null,"ln",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,"a"]
["Practical",853,189,255,280,129,380,473,200,244,119,161,61,68,300,553,260,593,244,609,242,611,299,554,620,233,648,205,725,128,777,76,792,61,533,320,498,355,774,79,819,34,555,298,227,626,176,677,135,718,102,751,84,769,800,4,14,35,347,480,26,233,620,90,740,47,21,15,740,7]
[null,0.83,0.84,0.8,0.84,0.87,0.82,0.84,0.8,0.84,0.83,0.86,0.9,0.84,0.84,0.83,0.85,0.83,0.85,0.83,0.86,0.82,0.82,0.84,0.84,0.81,0.84,0.8,0.84,0.79,"*84%","*76%",0.83,0.85,0.82,0.85,0.83,0.84,0.84,0.78,0.83,0.81,0.83,0.85,0.83,0.84,0.85,0.83,0.8,0.84,0.83,0.83,0.8,0.84,0.84,1,0.74,0.81,0.84,0.82,0.9,0.83,0.84,0.83,0.84,0.8,0.91,0.83,0.84,0.78]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"h",null,"h",null,"h",null,"h",null,null,null,null,"h",null,"h"]
["Inventive / innovative",849,184,258,278,129,376,473,194,248,123,155,59,70,307,542,253,596,245,604,238,611,289,560,615,234,640,209,715,134,768,81,792,57,532,317,493,356,767,82,817,32,554,295,222,627,171,678,137,712,95,754,85,764,794,4,16,35,356,470,23,243,606,93,730,49,21,15,730,8]
[null,0.83,0.82,0.81,0.84,0.87,0.81,0.84,"*78%",0.85,0.85,0.82,0.87,0.86,0.86,0.81,0.82,0.83,0.85,0.82,0.85,0.82,"*79%","*85%",0.84,0.82,0.83,0.82,0.83,0.83,0.83,0.81,0.83,0.79,0.82,0.84,0.82,0.85,0.83,0.81,0.83,0.76,0.83,0.84,0.81,0.84,0.83,0.83,0.82,0.83,0.77,0.84,0.81,0.83,0.83,1,0.84,0.81,"*87%","*81%",0.79,0.86,0.82,0.85,0.83,0.83,0.91,0.83,0.83,0.89]
[null,null,null,null,null,null,null,null,null,"a",null,null,null,null,"i",null,null,null,null,null,null,null,null,"i",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Well organised",760,148,236,257,119,343,417,176,208,114,143,53,66,275,485,223,537,220,540,201,559,268,492,551,209,569,191,639,121,691,69,710,50,477,283,443,317,686,74,731,29,497,263,196,564,148,612,127,633,91,669,82,678,708,4,15,33,309,432,19,213,547,82,654,44,19,16,654,3]
[null,0.74,"*66%",0.74,0.77,0.8,0.74,0.74,0.7,0.71,0.79,0.76,0.78,0.81,0.77,0.73,0.73,0.75,0.76,0.73,0.72,0.75,0.74,0.75,0.75,0.73,0.74,0.75,0.74,0.75,0.75,0.69,0.75,0.69,0.74,0.75,0.74,0.75,0.74,0.73,0.75,0.69,0.74,0.75,0.71,0.75,0.72,0.75,0.76,0.74,0.74,0.74,0.78,0.74,0.74,1,0.79,0.77,0.75,0.74,0.66,0.76,0.74,0.75,0.74,0.75,0.83,0.89,0.74,0.33]
[null,null,null,"a","a","a"]
["Creative",723,149,230,239,105,336,387,181,198,109,130,46,59,257,466,223,500,211,512,198,525,247,476,527,196,545,178,605,118,655,68,673,50,451,272,422,301,649,74,694,29,469,254,188,535,141,582,121,602,86,637,71,652,676,3,12,32,308,391,24,210,513,80,617,39,18,15,617,8]
[null,0.71,0.67,0.72,0.72,0.7,0.73,0.69,0.72,0.68,0.76,0.69,0.68,0.73,0.72,0.7,0.73,0.7,0.73,0.7,0.7,0.71,0.68,0.72,0.72,0.68,0.71,0.7,0.7,0.73,0.71,0.68,0.71,0.69,0.7,0.72,0.7,0.71,0.7,0.73,0.71,0.69,0.7,0.72,0.68,0.72,0.68,0.71,0.72,0.7,0.7,0.71,0.68,0.71,0.71,0.75,0.63,0.74,"*75%","*67%",0.83,0.75,0.69,0.73,0.7,0.66,0.78,0.83,0.7,0.89]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["A good communicator",704,137,208,233,126,314,390,161,184,97,136,56,70,257,447,217,487,200,504,178,526,244,460,511,193,537,167,591,113,635,69,657,47,442,262,419,285,629,75,674,30,462,242,176,528,127,577,125,579,91,613,80,624,656,3,15,30,305,378,21,214,490,72,606,39,15,15,606,3]
[null,0.69,"*61%",0.65,0.7,"*85%",0.68,0.7,0.64,"*63%",0.67,0.72,"*82%","*86%",0.72,0.67,0.71,0.68,0.69,0.69,"*63%","*71%",0.67,0.7,0.69,0.67,0.7,0.65,0.69,0.7,0.69,0.69,0.69,0.65,0.68,0.7,0.7,0.68,0.68,0.74,0.69,0.71,0.69,0.69,"*64%","*71%","*62%","*71%",0.74,0.68,0.74,0.68,0.76,0.68,0.69,0.75,0.79,0.7,"*74%","*65%",0.72,"*76%","*66%",0.66,0.69,0.66,0.65,0.83,0.69,0.33]
[null,null,null,null,"a","abc",null,null,null,null,null,"b","abc","abcd","g",null,null,null,null,null,null,"g",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ac",null,"ac","ac",null,"c",null,"ac",null,null,null,null,null,"b",null,null,"b"]
["A quick learner",495,96,156,167,76,234,261,124,128,74,93,36,40,177,318,150,345,140,355,128,367,175,320,351,144,371,124,422,73,446,49,461,34,326,169,310,185,448,47,472,23,340,155,127,368,95,400,86,409,60,435,61,434,457,1,10,27,203,276,16,157,338,48,426,29,10,8,426,1]
[null,0.48,0.43,0.49,0.5,0.51,0.51,0.47,0.5,0.44,0.51,0.49,0.53,0.49,0.5,0.48,0.49,0.48,0.49,0.48,0.46,0.49,0.48,0.49,0.48,0.5,0.48,0.48,0.49,0.45,0.48,0.49,0.48,0.47,0.5,0.45,"*51%","*44%",0.49,0.47,0.48,0.55000000000000004,"*51%","*44%",0.46,0.49,0.46,0.49,0.51,0.48,0.49,0.48,"*58%","*47%",0.48,0.25,0.53,0.63,0.49,0.47,0.55000000000000004,"*56%","*46%",0.44,0.48,0.49,0.43,0.44,0.48,0.11]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"n",null,"ln",null,null,null,null,null,"f",null,null,null,null,null,null,null,null,null,"acfj",null,null,null,null,null,null,null,null,"b"]
["Good with people",413,77,117,153,66,211,202,103,91,74,79,34,32,149,264,124,289,104,309,91,322,137,276,301,112,321,92,355,58,382,31,394,19,268,145,248,165,376,37,402,11,279,134,98,315,66,347,70,343,54,359,58,355,382,1,8,22,192,207,14,138,275,44,354,19,13,9,354,3]
[null,0.4,"*34%",0.37,"*46%",0.44,"*46%","*36%",0.41,"*31%","*51%",0.42,0.5,0.4,0.42,0.4,0.4,0.4,0.36,0.42,"*32%","*43%",0.38,0.42,0.41,0.39,0.42,0.36,0.41,0.36,"*41%","*31%","*41%","*26%",0.41,0.39,0.41,0.39,0.41,0.37,0.41,0.26,0.42,0.38,0.36,0.42,"*32%","*42%",0.42,0.4,0.44,0.4,"*55%","*39%",0.4,0.25,0.42,0.51,"*47%","*36%",0.48,"*49%","*37%",0.4,0.4,0.32,0.56999999999999995,0.5,0.4,0.33]
[null,null,null,null,"ab",null,"b",null,"b",null,"b","b","b",null,"g","g","g","g",null,"g",null,"eg",null,"g","j","j","hj",null,"hj",null,"hj",null,"hj",null,"hj",null,"j","j",null,null,null,null,"d",null,null,"c",null,"ac",null,"c","c","c","abcdefhj",null,null,null,null,null,"b",null,null,"b"]
["None of these",1,1,0,0,0,1,0,1,0,0,0,0,0,0,1,0,1,0,1,0,1,1,0,1,0,1,0,1,0,1,0,1,0,0,1,0,1,1,0,1,0,0,1,1,0,0,1,1,0,1,0,0,1,1,0,0,0,1,0,0,0,1,0,1,0,0,0,1,0]
[null,"*%","*%",0,0,0,"*%",0,"*%",0,0,0,0,0,0,"*%",0,"*%",0,"*%",0,"*%","*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,0,"*%",0,"*%","*%",0,"*%",0,0,"*%","*%",0,0,"*%","*1%","*0%","*1%","*0%",0,"*%","*%",0,0,0,"*%",0,0,0,"*%",0,"*%",0,0,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bfh",null,"bfh"]
["Don't know",2,0,1,1,0,0,2,0,1,0,1,0,0,0,2,0,2,0,2,0,2,2,0,2,0,2,0,2,0,2,0,2,0,1,1,1,1,2,0,2,0,1,1,2,0,1,1,0,2,0,2,0,2,2,0,0,0,0,2,0,0,2,1,1,1,0,0,1,0]
[null,"*%",0,"*%","*%",0,0,"*%",0,"*%",0,0.01,0,0,0,"*%",0,"*%",0,"*%",0,"*%",0.01,0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%","*%","*%","*%","*%",0,"*%",0,"*%","*%","*1%","*0%","*%","*%",0,"*%",0,"*%",0,"*%","*%",0,0,0,0,"*%",0,0,"*%",0.01,"*%","*2%",0,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 72"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"75","index":74,"n_rows":53,"n_cols":70,"rows_kept":53,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 75/ 1"]
[]
["A20 What would you guess is the average starting salary of a graduate engineer?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["£10,000-£14,999",6,0,5,0,1,2,4,1,4,0,0,1,0,4,2,5,1,3,3,3,3,2,4,3,3,5,1,4,2,6,0,5,1,4,2,5,1,5,1,6,0,5,1,1,5,2,4,0,6,2,4,1,5,6,0,0,0,2,4,0,2,4,0,6,0,0,0,6,0]
[null,0.01,0,"*2%",0,0.01,"*%",0.01,"*%","*1%",0,0,0.01,0,0.01,"*%","*2%","**%",0.01,"*%",0.01,"*%",0.01,0.01,"*%",0.01,0.01,"*%","*%",0.01,0.01,0,0.01,0.01,0.01,0.01,0.01,"*%",0.01,0.01,0.01,0,0.01,"*%","*%",0.01,0.01,"*%",0,0.01,0.02,"*%",0.01,0.01,0.01,0,0,0,"*%",0.01,0,0.01,0.01,0,0.01,0,0,0,0.01,0]
[null,null,null,"c",null,null,null,null,null,null,null,null,null,null,"d",null,"bdfh",null,"d",null,"d"]
["£15,000-£19,999",68,7,20,35,6,31,37,9,18,17,18,5,1,19,49,18,50,16,52,19,49,19,49,51,17,54,14,55,13,63,5,64,4,38,30,34,34,62,6,66,2,38,30,16,52,14,54,5,63,4,64,6,62,60,0,1,7,28,38,2,16,52,2,63,1,1,0,63,0]
[null,7.0000000000000007E-2,"*3%",0.06,"*11%",0.04,7.0000000000000007E-2,7.0000000000000007E-2,"*4%",0.06,"*12%",0.1,7.0000000000000007E-2,"*1%",0.05,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.06,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.05,7.0000000000000007E-2,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.05,0.06,0.08,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.06,0.06,0.08,0.06,0.08,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.05,0.06,0.09,0.06,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,"*3%","*7%",0.03,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.06,0,0.05,"*16%",7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.06,7.0000000000000007E-2,"*2%",7.0000000000000007E-2,0.02,0.04,0,7.0000000000000007E-2,0]
[null,null,null,null,"ad",null,null,null,null,null,"abf","af",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"e",null,"e",null,null,null,null,null,"a",null,null,null,null,null,null,"a"]
["£20,000-£24,999",379,78,111,124,66,170,209,89,100,52,72,29,37,119,260,104,275,108,271,87,292,137,242,289,90,283,96,326,53,346,33,351,28,228,151,214,165,343,36,363,16,239,140,106,273,61,318,69,310,44,335,44,335,356,2,11,10,149,222,8,101,278,33,330,19,3,8,330,3]
[null,0.37,0.35,0.35,0.37,"*44%",0.37,0.37,0.36,0.34,0.36,0.38,0.43,0.46,0.33,0.39,0.34,0.38,0.38,0.37,"*31%","*39%",0.38,0.37,"*39%","*31%",0.37,0.38,0.38,0.33,0.37,0.33,0.37,0.39,0.35,0.4,0.36,0.39,0.37,0.36,0.37,0.38,0.36,0.4,0.39,0.36,"*30%","*39%",0.41,0.36,0.36,0.37,0.42,0.36,0.37,0.5,0.57999999999999996,0.23,0.36,0.38,0.28000000000000003,0.36,0.37,0.3,0.37,0.32,0.13,0.44,0.37,0.33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"g",null,"g",null,null,null,"g",null,null,"b",null,null,null,"b",null,null,null,null,null,null,"b",null,"b",null,null,null,null,null,null,"c",null,null,"c","c",null,null,"c","c"]
["£25,000-£29,999",425,103,141,132,49,199,226,118,126,59,73,22,27,156,269,132,293,113,312,123,302,156,269,294,131,313,112,352,73,379,46,398,27,279,146,257,168,380,45,408,17,288,137,117,308,96,329,70,355,53,372,46,379,402,1,5,17,171,239,15,123,302,49,370,30,12,4,370,3]
[null,0.42,0.46,0.44,0.4,"*33%",0.43,0.4,"*47%",0.43,0.41,0.39,0.32,0.33,0.44,0.4,0.43,0.41,0.39,0.42,0.44,0.41,0.43,0.41,0.4,0.46,0.41,0.44,0.41,0.45,0.41,0.46,0.42,0.38,0.43,0.39,0.43,0.4,0.41,0.45,0.42,0.4,0.43,0.39,0.43,0.41,0.47,0.4,0.42,0.42,0.43,0.41,0.44,0.41,0.42,0.25,0.26,0.4,0.42,0.41,0.52,0.44,0.41,0.45,0.42,0.51,0.52,0.22,0.42,0.33]
[null,null,"d","d",null,null,null,null,"ef"]
["£30,000-£39,999",106,29,30,30,17,50,56,28,31,12,18,10,7,48,58,42,64,40,66,40,66,35,71,73,33,83,23,89,17,92,14,98,8,74,32,69,37,95,11,101,5,76,30,24,82,25,81,19,87,17,89,5,101,97,1,1,7,53,51,2,30,76,20,83,7,4,6,83,3]
[null,0.1,0.13,0.09,0.09,0.11,0.11,0.1,0.11,0.11,0.08,0.1,0.15,0.09,"*13%","*9%","*14%","*9%","*14%","*9%","*14%","*9%",0.1,0.11,0.1,0.11,0.11,0.09,0.1,0.1,0.1,0.14000000000000001,0.1,0.11,0.11,0.09,0.11,0.09,0.1,0.11,0.1,0.12,0.11,0.09,0.09,0.11,0.12,0.1,0.11,0.1,0.14000000000000001,0.1,"*5%","*11%",0.1,0.25,0.05,0.16,"*13%",0.09,7.0000000000000007E-2,0.11,0.1,"*18%","*9%",0.12,0.17,0.33,"*9%",0.33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdfh",null,"bdfh",null,"bdfh",null,"bdfh",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i","i",null,null,null,"i",null,null,"i",null,null,null,null,"b",null,null,null,null,"b"]
["£40,000-£49,999",17,6,5,6,0,3,14,2,9,1,5,0,0,4,13,1,16,4,13,3,14,7,10,13,4,14,3,16,1,15,2,15,2,8,9,9,8,16,1,15,2,9,8,5,12,2,15,3,14,0,17,1,16,16,0,0,1,3,12,2,4,13,2,14,1,1,0,14,0]
[null,0.02,0.03,0.02,0.02,0,"*1%","*2%",0.01,"*3%",0.01,0.03,0,0,0.01,0.02,"**%","*2%",0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.01,0.02,0.01,0.02,0.01,0.02,0.02,0.02,0.03,0.01,0.02,0.01,0.02,0.02,0.01,0.02,0.05,0.01,0.02,0.02,0.02,0.01,0.02,0.02,0.02,0,0.02,0.01,0.02,0.02,0,0,0.02,0.01,0.02,7.0000000000000007E-2,0.01,0.02,0.02,0.02,0.02,0.04,0,0.02,0]
[null,null,"d",null,null,null,null,"a",null,null,null,null,null,null,null,"c",null,"c"]
["£50,000-£59,999",1,0,0,0,1,0,1,0,0,0,0,0,1,0,1,0,1,0,1,0,1,0,1,1,0,1,0,1,0,1,0,1,0,0,1,0,1,1,0,1,0,0,1,0,1,0,1,0,1,0,1,0,1,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0]
[null,"*%",0,0,0,"*1%",0,"*%",0,0,0,0,0,"*1%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%","*%",0,"*%",0,"*%",0,"*%",0,"*%",0,0,"*%",0,"*%","*%",0,"*%",0,0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%","*%",0,0,0,0,"*%",0,0,"*%",0,"*0%",0,0,0,"*0%",0]
["£60,000-£69,999",3,0,1,2,0,2,1,1,0,1,1,0,0,1,2,1,2,0,3,0,3,1,2,1,2,1,2,3,0,3,0,3,0,3,0,3,0,3,0,3,0,3,0,1,2,0,3,0,3,1,2,0,3,3,0,0,0,2,1,0,2,1,0,3,0,0,0,3,0]
[null,"*%",0,"*%",0.01,0,"*%","*%","*%",0,0.01,0.01,0,0,"*%","*%","*%","*%",0,"*%",0,"*%","*%","*%","*%",0.01,"*%",0.01,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%","*%",0,"*%",0,"*%",0.01,"*%",0,"*%","*%",0,0,0,"*%","*%",0,0.01,"*%",0,"*%",0,0,0,"*%",0]
["Don't know",18,1,5,3,9,5,13,2,4,2,1,1,8,6,12,4,14,4,14,6,12,7,11,11,7,13,5,15,3,18,0,16,2,13,5,11,7,17,1,18,0,13,5,5,13,6,12,2,16,2,16,2,16,16,0,1,1,3,15,0,3,15,3,14,1,2,0,14,0]
[null,0.02,"*%",0.02,0.01,"*6%",0.01,0.02,0.01,0.01,0.01,0.01,0.01,"*10%",0.02,0.02,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0,0.02,0.03,0.02,0.01,0.02,0.02,0.02,0.01,0.02,0,0.02,0.01,0.02,0.02,0.03,0.01,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0,0.05,0.02,"*1%","*3%",0,0.01,0.02,0.03,0.02,0.02,0.09,0,0.02,0]
[null,null,null,null,null,"abc",null,null,null,null,null,null,null,"abcde",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["LESS THAN £40,000",984,217,307,321,139,452,532,245,279,140,181,67,72,346,638,301,683,280,704,272,712,349,635,710,274,738,246,826,158,886,98,916,68,623,361,579,405,885,99,944,40,646,338,264,720,198,786,163,821,120,864,102,882,921,4,18,41,403,554,27,272,712,104,852,57,20,18,852,9]
[null,0.96,0.97,0.97,0.97,"*93%","*98%","*95%",0.98,0.96,0.97,0.96,0.99,"*89%",0.97,0.96,"*98%","*95%",0.97,0.96,0.97,0.96,0.96,0.96,0.96,0.95,0.96,0.96,0.96,0.98,0.96,0.98,0.96,0.94,0.96,0.96,0.96,0.96,0.96,0.98,0.96,0.95,0.96,0.96,0.96,0.96,0.96,0.96,0.97,0.96,0.98,0.96,0.97,0.96,0.96,1,0.95,0.95,"*98%","*95%",0.93,0.97,0.96,0.95,0.96,0.97,0.87,1,0.96,1]
[null,null,null,null,null,null,"b",null,"f","f","f","f","f",null,null,null,"d",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["£40,000-£49,999",17,6,5,6,0,3,14,2,9,1,5,0,0,4,13,1,16,4,13,3,14,7,10,13,4,14,3,16,1,15,2,15,2,8,9,9,8,16,1,15,2,9,8,5,12,2,15,3,14,0,17,1,16,16,0,0,1,3,12,2,4,13,2,14,1,1,0,14,0]
[null,0.02,0.03,0.02,0.02,0,"*1%","*2%",0.01,"*3%",0.01,0.03,0,0,0.01,0.02,"**%","*2%",0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.01,0.02,0.01,0.02,0.01,0.02,0.02,0.02,0.03,0.01,0.02,0.01,0.02,0.02,0.01,0.02,0.05,0.01,0.02,0.02,0.02,0.01,0.02,0.02,0.02,0,0.02,0.01,0.02,0.02,0,0,0.02,0.01,0.02,7.0000000000000007E-2,0.01,0.02,0.02,0.02,0.02,0.04,0,0.02,0]
[null,null,"d",null,null,null,null,"a",null,null,null,null,null,null,null,"c",null,"c"]
["£50,000-£59,999",1,0,0,0,1,0,1,0,0,0,0,0,1,0,1,0,1,0,1,0,1,0,1,1,0,1,0,1,0,1,0,1,0,0,1,0,1,1,0,1,0,0,1,0,1,0,1,0,1,0,1,0,1,1,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0]
[null,"*%",0,0,0,"*1%",0,"*%",0,0,0,0,0,"*1%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%","*%",0,"*%",0,"*%",0,"*%",0,"*%",0,0,"*%",0,"*%","*%",0,"*%",0,0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%","*%",0,0,0,0,"*%",0,0,"*%",0,"*0%",0,0,0,"*0%",0]
["£60,000+",3,0,1,2,0,2,1,1,0,1,1,0,0,1,2,1,2,0,3,0,3,1,2,1,2,1,2,3,0,3,0,3,0,3,0,3,0,3,0,3,0,3,0,1,2,0,3,0,3,1,2,0,3,3,0,0,0,2,1,0,2,1,0,3,0,0,0,3,0]
[null,"*%",0,"*%",0.01,0,"*%","*%","*%",0,0.01,0.01,0,0,"*%","*%","*%","*%",0,"*%",0,"*%","*%","*%","*%",0.01,"*%",0.01,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%","*%",0,"*%",0,"*%",0.01,"*%",0,"*%","*%",0,0,0,"*%","*%",0,0.01,"*%",0,"*%",0,0,0,"*%",0]
["Mean Score",26074.1,"*26882.9",25966,25782.2,25713.8,25995.1,26140,26420.9,26284.2,25492.5,26002.2,25484.6,25924.2,26424,25886.400000000001,26162.9,26035.8,26179.1,26032.799999999999,26345,25972.1,26148,26033.5,25899.5,26526.3,26043.9,26164.799999999999,26137.200000000001,25738.5,25999.5,26749.5,26074.400000000001,26070.9,26281,25720.5,26319.3,25724.1,26087.9,25949.5,26040.5,26844.7,26268.5,25705.599999999999,26018,26094.7,26237,26033.7,26294.7,26030.5,26466.400000000001,26020.400000000001,25169.4,26177.4,26094.1,26874.5,24305.1,26309,26200.5,25928.2,27154.7,26330.400000000001,25976.1,"*27499.5","*25900.0",26896.1,28570.9,27777.3,"*25900.0",28332.799999999999]
[null,null,"cd",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 73"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"76","index":75,"n_rows":25,"n_cols":70,"rows_kept":25,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 76/ 1"]
[]
["A21-1. In your opinion, is engineering more desirable, less desirable or the same in terms of desirability than the following jobs:  Lawyer"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Engineering less desirable as a career",370,92,123,124,31,173,197,102,113,58,66,13,18,131,239,101,269,119,251,106,264,125,245,278,92,287,83,329,41,344,26,349,21,226,144,197,173,352,18,359,11,229,141,96,274,74,296,61,309,31,339,40,330,343,1,10,16,137,224,9,90,280,40,320,18,10,7,320,5]
[null,0.36,0.41,0.39,0.37,"*21%",0.37,0.35,0.41,0.39,0.4,0.35,"*19%","*22%",0.37,0.36,0.33,0.38,"*41%","*34%",0.38,0.36,0.34,0.37,0.38,0.32,0.37,0.32,"*38%","*25%","*37%","*26%",0.37,0.28999999999999998,0.35,0.38,"*33%","*41%","*38%","*18%",0.37,0.26,0.34,0.4,0.35,0.37,0.36,0.36,0.36,0.36,"*25%","*38%",0.38,0.36,0.36,0.25,0.53,0.37,0.33,0.38,0.31,0.32,0.38,0.37,0.36,0.31,0.43,0.39,0.36,0.56000000000000005]
[null,null,"d","d","d",null,null,null,"ef","ef","ef","ef",null,null,null,null,null,null,"cf",null,null,null,null,null,"fh",null,"fh",null,"fhm",null,"fh",null,"fh",null,"f","fh",null,"bdfhkm","b",null,"b",null,"b","b",null,"g","g","g","g","g",null,"g","g","g"]
["Same",377,76,118,114,69,144,233,70,124,49,65,25,44,129,248,110,267,103,274,102,275,150,227,271,106,281,96,305,72,332,45,347,30,240,137,232,145,334,43,360,17,254,123,107,270,79,298,70,307,48,329,28,349,357,2,5,13,153,212,12,109,268,42,322,27,6,5,322,4]
[null,0.37,0.34,0.37,0.34,"*46%","*31%","*42%","*28%","*42%",0.34,0.35,0.37,"*54%",0.36,0.37,0.36,0.37,0.36,0.37,0.36,0.37,"*41%","*34%",0.37,0.37,0.37,0.38,"*35%","*44%",0.36,0.45,0.36,0.42,0.37,0.36,0.39,0.34,0.36,0.43,0.37,0.4,0.38,0.35,0.39,0.36,0.38,0.36,0.42,0.36,0.39,0.37,"*27%","*38%",0.37,0.5,0.26,0.3,0.37,0.36,0.41,0.39,0.36,0.39,0.36,0.46,0.26,0.28000000000000003,0.36,0.44]
[null,null,null,null,null,"ac",null,"a",null,"a",null,null,null,"acde",null,null,null,null,null,null,null,null,"j",null,null,null,null,null,null,"egn",null,"n",null,null,null,null,null,null,null,null,null,null,null,null,"i",null,"i","i","i",null,"i","i",null,"i"]
["Engineering more desirable as a career",276,56,77,94,49,145,131,78,55,37,57,30,19,97,179,96,180,66,210,73,203,89,187,187,89,199,77,227,49,247,29,255,21,181,95,173,103,236,40,262,14,188,88,72,204,53,223,37,239,44,232,37,239,257,1,4,14,121,147,8,82,194,27,241,14,7,6,241,0]
[null,0.27,0.25,0.24,0.28000000000000003,0.33,"*31%","*23%",0.31,"*19%",0.26,0.3,"*44%",0.23,0.27,0.27,"*31%","*25%",0.23,0.28999999999999998,0.26,0.27,0.24,0.28000000000000003,0.25,0.31,0.26,0.3,0.26,0.3,0.27,0.28999999999999998,0.27,0.28999999999999998,0.28000000000000003,0.25,0.28999999999999998,0.24,"*26%","*40%",0.27,0.33,0.28000000000000003,0.25,0.26,0.27,0.26,0.27,0.22,0.28000000000000003,"*36%","*26%","*35%","*26%",0.27,0.25,0.21,0.33,0.28999999999999998,0.25,0.28000000000000003,0.28999999999999998,0.26,0.25,0.27,0.24,0.3,0.33,0.27,0]
[null,null,null,null,null,"b","b",null,"b",null,null,"b","abcdf",null,null,null,"dei",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"acef",null,null,null,null,null,null,null,null,null,null,"ehj",null,"ehj"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 74"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"77","index":76,"n_rows":25,"n_cols":70,"rows_kept":25,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 77/ 1"]
[]
["A21-2. In your opinion, is engineering more desirable, less desirable or the same in terms of desirability than the following jobs:  Banker"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Engineering less desirable as a career",231,49,79,79,24,118,113,70,58,35,44,13,11,71,160,62,169,65,166,59,172,85,146,174,57,181,50,200,31,208,23,218,13,149,82,127,104,214,17,223,8,152,79,66,165,39,192,34,197,20,211,23,208,219,2,4,6,83,141,7,62,169,30,195,17,7,2,195,4]
[null,0.23,0.22,0.25,0.24,"*16%","*26%","*20%","*28%",0.2,0.24,0.23,0.19,"*14%",0.2,0.24,0.2,0.24,0.23,0.23,0.21,0.23,0.23,0.22,0.24,0.2,0.24,0.2,0.23,0.19,0.23,0.23,0.23,0.18,0.23,0.22,0.21,0.25,0.23,0.17,0.23,0.19,0.23,0.22,0.24,0.22,0.19,0.24,0.2,0.23,0.16,0.23,0.22,0.23,0.23,0.5,0.21,0.14000000000000001,0.2,0.24,0.24,0.22,0.23,0.28000000000000003,0.22,0.28999999999999998,0.3,0.11,0.22,0.44]
[null,null,null,"d",null,null,"b",null,"bf"]
["Same",274,60,86,83,45,115,159,59,87,41,42,15,30,88,186,78,196,77,197,72,202,112,162,201,73,201,73,232,42,253,21,255,19,164,110,154,120,251,23,265,9,169,105,89,185,56,218,49,225,35,239,20,254,261,1,6,6,109,156,9,73,201,39,223,20,9,7,223,3]
[null,0.27,0.27,0.27,0.25,0.3,0.25,0.28000000000000003,0.24,0.3,0.28000000000000003,0.22,0.22,"*37%",0.25,0.28000000000000003,0.25,0.27,0.27,0.27,0.26,0.27,"*31%","*25%",0.27,0.25,0.26,0.28999999999999998,0.27,0.26,0.27,0.21,0.27,0.26,0.25,0.28999999999999998,0.26,0.28999999999999998,0.27,0.23,0.27,0.21,0.25,0.3,"*32%","*25%",0.27,0.27,0.28999999999999998,0.26,0.28000000000000003,0.27,0.19,0.28000000000000003,0.27,0.25,0.32,0.14000000000000001,0.27,0.27,0.31,0.26,0.27,"*36%","*25%",0.34,0.39,0.39,"*25%",0.33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"ade",null,null,null,null,null,null,null,null,"j",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bi",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Engineering more desirable as a career",518,115,153,170,80,229,289,121,147,68,102,40,40,198,320,167,351,146,372,150,368,167,351,361,157,385,133,429,89,462,56,478,40,334,184,321,197,457,61,493,25,350,168,120,398,111,407,85,433,68,450,62,456,477,1,9,31,219,286,13,146,372,40,465,22,7,9,465,2]
[null,0.51,0.51,0.48,0.51,0.54,0.5,0.52,0.48,0.5,0.47,0.54,0.59,0.49,"*55%","*48%",0.54,0.49,0.51,0.51,0.53,0.5,"*46%","*53%",0.49,0.55000000000000004,0.5,0.52,0.5,0.55000000000000004,0.5,0.56000000000000005,0.5,0.56000000000000005,0.52,0.49,"*53%","*47%","*50%","*60%",0.5,0.6,0.52,0.48,"*44%","*53%",0.54,0.5,0.51,0.51,0.55000000000000004,0.5,0.59,0.5,0.5,0.25,0.47,"*72%",0.53,0.49,0.45,0.52,0.5,"*37%","*53%","*37%",0.3,0.5,"*53%",0.22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdi",null,"i",null,null,null,null,null,null,"i",null,"n",null,null,null,null,null,null,null,null,null,null,"n",null,null,"af",null,null,null,null,null,"a","a",null,null,"a","a",null,"a",null,null,null,null,"a",null,null,null,null,null,null,"a",null,null,null,"a"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 75"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"78","index":77,"n_rows":25,"n_cols":70,"rows_kept":25,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 78/ 1"]
[]
["A21-3. In your opinion, is engineering more desirable, less desirable or the same in terms of desirability than the following jobs:  Web designer"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Engineering less desirable as a career",235,55,80,79,21,99,136,61,74,28,51,10,11,91,144,67,168,64,171,68,167,82,153,187,48,193,42,213,22,221,14,224,11,123,112,108,127,228,7,228,7,125,110,63,172,53,182,31,204,24,211,24,211,217,2,6,10,90,139,6,63,172,31,202,18,6,4,202,3]
[null,0.23,0.25,0.25,0.24,"*14%",0.21,0.24,0.24,0.25,0.19,0.27,0.15,"*14%",0.25,0.22,0.22,0.23,0.22,0.23,0.24,0.23,0.23,0.23,"*25%","*17%","*25%","*16%","*25%","*14%","*24%","*14%",0.24,0.15,"*19%","*30%","*18%","*30%","*25%","*7%",0.23,0.17,"*19%","*31%",0.23,0.23,0.26,0.22,0.18,0.24,0.2,0.23,0.23,0.23,0.23,0.5,0.32,0.23,0.22,0.24,0.21,0.22,0.23,0.28000000000000003,0.23,0.31,0.26,0.22,0.23,0.33]
[null,null,"d","d","d",null,null,null,"f","f",null,"ef",null,null,null,null,null,null,null,null,null,null,null,null,"bdfhkm",null,"bdfhkm",null,"bdfhkm",null,"bdfhkm",null,"bdfhkm",null,null,"bdfghijkm",null,"bdefghijkm","be",null,"be",null,"b","abce"]
["Same",383,73,127,123,60,151,232,81,119,48,75,22,38,129,254,116,267,111,272,103,280,143,240,273,110,289,94,317,66,342,41,353,30,240,143,226,157,344,39,365,18,251,132,97,286,74,309,65,318,48,335,34,349,358,0,8,17,155,219,9,100,283,40,330,20,10,6,330,4]
[null,0.37,0.33,0.4,0.37,0.4,"*33%","*41%",0.32,0.41,0.33,0.4,0.32,0.47,0.36,0.38,0.38,0.37,0.39,0.37,0.37,0.38,0.39,0.36,0.37,0.38,0.38,0.37,0.37,0.41,0.37,0.41,0.37,0.42,0.37,0.38,0.38,0.37,0.37,0.39,0.37,0.43,0.37,0.38,0.35,0.38,0.36,0.38,0.39,0.37,0.39,0.37,0.32,0.38,0.37,0,0.42,0.4,0.38,0.38,0.31,0.36,0.38,0.37,0.37,0.34,0.43,0.33,0.37,0.44]
[null,null,null,null,null,null,null,"a",null,"a",null,null,null,"ac"]
["Engineering more desirable as a career",405,96,111,130,68,212,193,108,99,68,62,36,32,137,268,124,281,113,292,110,295,139,266,276,129,285,120,331,74,360,45,374,31,284,121,268,137,350,55,388,17,295,110,115,290,79,326,72,333,51,354,47,358,382,2,5,16,166,225,14,118,287,38,351,21,7,8,351,2]
[null,0.4,0.43,"*35%",0.39,0.46,"*46%","*34%",0.43,"*34%","*47%","*33%","*53%",0.4,0.38,0.4,0.4,0.39,0.39,0.4,0.39,0.4,0.38,0.4,"*38%","*45%","*37%","*47%",0.38,0.46,0.39,0.45,0.39,0.43,"*44%","*32%","*45%","*33%","*38%","*54%",0.4,0.4,"*44%","*31%",0.42,0.39,0.38,0.4,0.43,0.39,0.41,0.39,0.45,0.39,0.4,0.5,0.26,0.37,0.4,0.39,0.48,0.42,0.39,0.35,0.4,0.36,0.3,0.44,0.4,0.22]
[null,null,null,null,null,"b","b",null,"bd",null,"bd",null,"bd",null,null,null,null,null,null,null,null,null,null,null,null,"acln",null,"acegiln","ln","cln","ln","ln","ln",null,"aceln",null,"acegiln",null,"f","acef","f",null,"af"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 76"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"79","index":78,"n_rows":25,"n_cols":70,"rows_kept":25,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 79/ 1"]
[]
["A21-4. In your opinion, is engineering more desirable, less desirable or the same in terms of desirability than the following jobs:  Scientist"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Engineering less desirable as a career",108,30,38,35,5,51,57,34,34,15,20,2,3,39,69,31,77,29,79,26,82,33,75,81,27,91,17,100,8,102,6,105,3,63,45,52,56,103,5,107,1,64,44,24,84,23,85,21,87,9,99,10,98,100,0,4,4,35,71,2,29,79,23,82,15,6,2,82,0]
[null,0.11,0.13,0.12,0.11,"*3%",0.11,0.1,0.14000000000000001,0.12,0.1,0.11,"*3%","*4%",0.11,0.1,0.1,0.11,0.1,0.11,0.09,0.11,0.09,0.11,0.11,0.09,"*12%","*7%","*12%","*5%",0.11,0.06,0.11,0.04,0.1,0.12,"*9%","*13%",0.11,0.05,0.11,0.02,0.1,0.13,0.09,0.11,0.11,0.1,0.13,0.1,7.0000000000000007E-2,0.11,0.1,0.11,0.1,0,0.21,0.09,0.09,0.12,7.0000000000000007E-2,0.1,0.11,"*21%","*9%","*25%",0.26,0.11,"*9%",0]
[null,null,"d","d","d",null,null,null,"ef","ef",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"df",null,"dfj",null,"df",null,"df",null,"df",null,null,"df",null,"dfhjm",null,null,null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,"d"]
["Same",666,122,197,226,121,289,377,138,181,98,128,53,68,234,432,198,468,188,478,190,476,232,434,476,190,490,176,554,112,597,69,617,49,408,258,388,278,596,70,633,33,427,239,175,491,141,525,109,557,82,584,65,601,626,3,10,27,272,371,23,164,502,53,594,27,10,10,594,6]
[null,0.65,"*54%",0.62,0.68,"*81%",0.63,0.67,"*55%",0.62,0.68,0.68,"*78%","*84%",0.66,0.65,0.64,0.65,0.65,0.65,0.68,0.64,0.64,0.66,0.65,0.66,0.64,0.69,0.64,0.69,0.65,0.69,0.65,0.68,0.63,0.69,0.64,0.66,0.65,0.69,0.65,0.79,0.64,0.68,0.64,0.66,0.68,0.64,0.65,0.65,0.67,0.65,0.62,0.65,0.65,0.75,0.53,0.63,0.66,0.64,0.79,"*58%","*68%","*49%","*67%","*46%",0.43,0.56000000000000005,"*67%",0.67]
[null,null,null,null,"a","abc",null,null,null,null,"a","a","ab","abcd",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,"a",null,null,null,"a"]
["Engineering more desirable as a career",249,72,83,71,23,122,127,78,77,31,40,13,10,84,165,78,171,71,178,65,184,99,150,179,70,186,63,207,42,224,25,229,20,176,73,162,87,223,26,241,8,180,69,76,173,42,207,38,211,32,217,30,219,231,1,5,12,104,141,4,88,161,33,207,17,7,6,207,3]
[null,0.24,"*32%",0.26,0.21,"*15%",0.26,0.23,"*31%",0.26,0.22,0.21,0.19,"*12%",0.24,0.25,0.25,0.24,0.25,0.24,0.23,0.25,0.27,0.23,0.24,0.24,0.24,0.25,0.24,0.26,0.24,0.25,0.24,0.28000000000000003,"*27%","*19%","*27%","*21%",0.24,0.26,0.25,0.19,"*27%","*20%",0.28000000000000003,0.23,0.2,0.25,0.23,0.25,0.26,0.24,0.28999999999999998,0.24,0.24,0.25,0.26,0.28000000000000003,0.25,0.24,0.14000000000000001,"*31%","*22%",0.3,0.23,0.28999999999999998,0.3,0.33,0.23,0.33]
[null,null,"cd","d",null,null,null,null,"cdf","f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ln",null,"ln",null,null,null,null,null,"f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 77"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"80","index":79,"n_rows":25,"n_cols":70,"rows_kept":25,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 80/ 1"]
[]
["A21-5. In your opinion, is engineering more desirable, less desirable or the same in terms of desirability than the following jobs:  Journalist"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Engineering less desirable as a career",167,47,65,43,12,73,94,46,66,21,22,6,6,68,99,53,114,59,108,52,115,57,110,137,30,140,27,150,17,158,9,159,8,91,76,80,87,161,6,165,2,93,74,41,126,36,131,29,138,15,152,21,146,161,0,1,5,56,108,3,37,130,26,138,13,8,4,138,1]
[null,0.16,"*21%","*20%","*13%","*8%",0.16,0.17,0.18,"*23%",0.15,0.12,0.09,"*7%",0.19,0.15,0.17,0.16,"*20%","*15%",0.19,0.15,0.16,0.17,"*19%","*10%","*18%","*11%","*17%","*10%","*17%","*9%",0.17,0.11,"*14%","*20%","*13%","*21%","*17%","*6%","*17%","*5%","*14%","*21%",0.15,0.17,0.17,0.16,0.17,0.16,0.12,0.17,0.2,0.16,0.17,0,0.05,0.12,0.14000000000000001,"*19%",0.1,0.13,0.18,"*24%",0.16,0.22,0.35,0.22,0.16,0.11]
[null,null,"cd","cd",null,null,null,null,"f","cdef",null,null,null,null,null,null,null,null,"bf",null,null,null,null,null,"bdfhkm",null,"bdfhkm",null,"bdfhm",null,"bdfhm",null,"bdfh",null,null,"bdfhkm",null,"bdfhkm","bd",null,"bd",null,"b","bde",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,"b"]
["Same",302,52,94,106,50,113,189,63,83,35,71,15,35,103,199,81,221,89,213,92,210,104,198,229,73,237,65,257,45,276,26,279,23,185,117,172,130,277,25,289,13,190,112,76,226,71,231,54,248,27,275,17,285,287,0,3,12,119,171,12,77,225,27,264,11,6,4,264,6]
[null,0.3,"*23%",0.3,0.32,0.34,"*24%","*34%",0.25,0.28000000000000003,0.24,"*38%",0.22,"*43%",0.28999999999999998,0.3,0.26,0.31,0.31,0.28999999999999998,0.33,0.28000000000000003,0.28999999999999998,0.3,0.31,0.25,0.31,0.25,0.3,0.28000000000000003,0.3,0.26,0.28999999999999998,0.32,0.28999999999999998,0.31,0.28999999999999998,0.31,0.3,0.25,0.28999999999999998,0.31,0.28000000000000003,0.32,0.28000000000000003,0.3,0.34,0.28000000000000003,0.32,0.28999999999999998,0.22,0.31,"*16%","*31%",0.3,0,0.16,0.28000000000000003,0.28999999999999998,0.28999999999999998,0.41,0.27,0.3,0.25,0.3,0.19,0.26,0.22,0.3,0.67]
[null,null,null,null,"a","a",null,"a",null,null,null,"abce",null,"abce",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i","i","gi","i","i","i",null,"i",null,"gi"]
["Engineering more desirable as a career",554,125,159,183,87,276,278,141,143,88,95,47,40,186,368,173,381,140,414,137,417,203,351,370,184,390,164,454,100,489,65,513,41,371,183,350,204,484,70,527,27,388,166,158,396,99,455,85,469,81,473,67,487,509,4,15,26,236,304,14,167,387,56,481,35,9,10,481,2]
[null,0.54,0.56000000000000005,0.5,0.55000000000000004,0.57999999999999996,"*60%","*50%",0.56000000000000005,"*49%",0.61,0.51,"*69%",0.49,0.52,0.55000000000000004,0.56000000000000005,0.53,"*49%","*56%","*49%","*56%",0.56000000000000005,0.53,"*50%","*64%","*51%","*64%","*53%","*62%","*53%","*65%",0.54,0.56999999999999995,"*57%","*49%","*58%","*48%","*52%","*69%",0.54,0.64,"*58%","*47%",0.56999999999999995,0.53,"*48%","*56%",0.51,0.55000000000000004,"*66%","*53%","*64%","*53%","*53%",1,0.79,0.6,0.56999999999999995,0.52,0.48,"*59%","*52%",0.51,0.54,0.59,0.39,0.56000000000000005,0.54,0.22]
[null,null,null,null,null,null,"b",null,null,null,"b",null,"bdf",null,null,null,null,null,null,"eg",null,"eg",null,null,null,"acegiln",null,"acegiln",null,"acegln",null,"acegiln",null,null,"acln",null,"acegln",null,null,"acef","f","f","af",null,"c",null,null,"c",null,null,"bcdefhj",null,"bcehj",null,null,null,null,null,null,null,null,"b"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 78"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"81","index":80,"n_rows":25,"n_cols":70,"rows_kept":25,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 81/ 1"]
[]
["A21-6. In your opinion, is engineering more desirable, less desirable or the same in terms of desirability than the following jobs:  Teacher"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Engineering less desirable as a career",82,27,28,20,7,34,48,25,30,7,13,2,5,23,59,18,64,17,65,22,60,31,51,64,18,69,13,74,8,79,3,77,5,41,41,36,46,80,2,80,2,41,41,25,57,16,66,6,76,6,76,7,75,77,0,1,4,30,50,2,18,64,11,69,5,3,3,69,0]
[null,0.08,"*12%",0.09,0.06,0.05,7.0000000000000007E-2,0.09,0.1,0.1,0.05,7.0000000000000007E-2,0.03,0.06,0.06,0.09,0.06,0.09,0.06,0.09,0.08,0.08,0.09,0.08,0.09,0.06,"*9%","*5%",0.09,0.05,0.09,0.03,0.08,7.0000000000000007E-2,"*6%","*11%","*6%","*11%","*9%","*2%",0.08,0.05,"*6%","*12%",0.09,0.08,0.08,0.08,"*4%","*9%",0.05,0.08,7.0000000000000007E-2,0.08,0.08,0,0.05,0.09,7.0000000000000007E-2,0.09,7.0000000000000007E-2,0.06,0.09,0.1,0.08,0.08,0.13,0.17,0.08,0]
[null,null,"cd",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"h",null,"dhm",null,null,null,null,null,null,null,null,"bdfhkm",null,"bdfhkm","b",null,"b",null,null,"be","e",null,null,"e",null,"e",null,"e",null,"e"]
["Same",321,55,99,103,64,136,185,67,87,46,57,23,41,105,216,110,211,89,232,89,232,125,196,224,97,235,86,258,63,282,39,299,22,192,129,185,136,280,41,304,17,200,121,93,228,65,256,46,275,42,279,31,290,306,1,4,10,122,187,12,79,242,31,277,19,8,2,277,2]
[null,0.31,"*25%",0.31,0.31,"*43%",0.28999999999999998,0.33,0.27,0.3,0.32,0.3,0.34,"*51%",0.28999999999999998,0.32,"*36%","*29%",0.31,0.32,0.32,0.31,0.34,0.3,0.3,0.34,0.31,0.34,"*30%","*39%",0.31,0.39,0.31,0.31,0.3,0.34,0.31,0.32,"*30%","*41%",0.31,0.4,0.3,0.34,0.34,0.3,0.32,0.31,0.27,0.32,0.34,0.31,0.3,0.32,0.32,0.25,0.21,0.23,0.3,0.32,0.41,0.28000000000000003,0.33,0.28000000000000003,0.31,0.32,0.35,0.11,0.31,0.22]
[null,null,null,null,null,"abc",null,null,null,null,null,null,null,"abcde",null,null,"d",null,null,null,null,null,null,null,null,null,null,null,null,"acegkm",null,null,null,null,null,null,null,null,null,"ace"]
["Engineering more desirable as a career",620,142,191,209,78,292,328,158,175,91,118,43,35,229,391,179,441,182,438,170,450,208,412,448,172,463,157,529,91,562,58,575,45,414,206,381,239,562,58,597,23,430,190,157,463,125,495,116,504,75,545,67,553,574,3,14,29,259,346,15,184,436,67,537,35,12,13,537,7]
[null,0.61,0.63,0.6,0.63,"*52%",0.63,0.57999999999999996,0.63,0.6,0.63,0.63,0.63,"*43%",0.64,0.59,0.57999999999999996,0.62,0.63,0.6,0.6,0.61,0.56999999999999995,0.63,0.61,0.6,0.6,0.61,0.61,0.56000000000000005,0.61,0.57999999999999996,0.6,0.63,"*64%","*55%","*63%","*57%",0.61,0.56999999999999995,0.61,0.55000000000000004,"*64%","*54%",0.56999999999999995,0.62,0.61,0.61,"*69%","*59%",0.61,0.61,0.64,0.6,0.6,0.75,0.74,0.67,0.63,0.59,0.52,"*65%","*59%",0.61,0.61,0.59,0.52,0.72,0.61,0.78]
[null,null,"d",null,"d",null,null,null,"f","f","f","f","f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"l",null,"l",null,null,null,"ln",null,"ln",null,"f",null,"f",null,"f",null,null,null,null,null,"adfhj",null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 79"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"82","index":81,"n_rows":25,"n_cols":70,"rows_kept":25,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 82/ 1"]
[]
["A21-7. In your opinion, is engineering more desirable, less desirable or the same in terms of desirability than the following jobs:  Architect"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Engineering less desirable as a career",254,74,90,72,18,117,137,76,88,32,40,9,9,90,164,75,179,69,185,70,184,90,164,206,48,212,42,226,28,234,20,241,13,152,102,132,122,244,10,248,6,155,99,66,188,48,206,30,224,23,231,30,224,233,0,8,13,105,142,7,63,191,29,220,15,6,4,220,4]
[null,0.25,"*33%",0.28000000000000003,0.22,"*12%",0.25,0.24,"*30%","*30%",0.22,0.21,"*13%","*11%",0.25,0.25,0.24,0.25,0.24,0.25,0.25,0.25,0.25,0.25,"*28%","*17%","*28%","*16%","*26%","*17%",0.25,0.2,0.25,0.18,0.23,0.27,"*22%","*29%","*26%","*10%",0.25,0.14000000000000001,0.23,0.28000000000000003,0.24,0.25,0.23,0.25,"*18%","*26%",0.19,0.26,0.28999999999999998,0.24,0.24,0,0.42,0.3,0.26,0.24,0.24,0.22,0.26,0.27,0.25,0.25,0.26,0.22,0.25,0.44]
[null,null,"cd","d","d",null,null,null,"def","def","f","f",null,null,null,null,null,null,null,null,null,null,null,null,"bdfm",null,"bdfm",null,"bdf",null,"bdf",null,"bdf",null,"bd","bdf",null,"bdfkm","b",null,"b",null,"b","b",null,"e",null,"e",null,"e",null,"e","e"]
["Same",619,113,192,205,109,271,348,132,173,93,112,46,63,211,408,180,439,176,443,172,447,219,400,421,198,443,176,502,117,552,67,569,50,386,233,367,252,538,81,591,28,404,215,170,449,129,490,107,512,76,543,53,566,584,4,9,22,238,360,21,163,456,57,544,27,13,12,544,5]
[null,0.61,"*50%",0.6,0.62,"*73%",0.59,0.62,"*53%",0.59,0.65,0.6,0.68,"*78%",0.59,0.61,0.59,0.61,0.61,0.6,0.61,0.6,0.6,0.61,"*57%","*69%","*58%","*69%","*58%","*72%",0.6,0.67,0.6,0.69,0.6,0.62,0.61,0.6,"*58%","*80%",0.6,0.67,0.6,0.61,0.62,0.6,0.63,0.6,0.64,0.6,0.62,0.6,"*50%","*62%",0.61,1,0.47,0.51,0.57999999999999996,0.62,0.72,0.57999999999999996,0.61,0.52,0.62,"*46%",0.56999999999999995,0.67,0.62,0.56000000000000005]
[null,null,null,"a","a","abc",null,null,null,null,"a",null,"a","abcd",null,null,null,null,null,null,null,null,null,null,null,"acegikmn",null,"acegikmn",null,"acegiklmn",null,null,null,"a",null,null,null,null,null,"acef",null,null,null,null,"i",null,"i",null,"i",null,null,null,null,"i",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Engineering more desirable as a career",150,37,36,55,22,74,76,42,31,19,36,13,9,56,94,52,98,43,107,39,111,55,95,109,41,112,38,133,17,137,13,141,9,109,41,103,47,140,10,142,8,112,38,39,111,29,121,31,119,24,126,22,128,140,0,2,8,68,81,1,55,95,23,119,17,4,2,119,0]
[null,0.15,0.17,"*11%",0.17,0.15,0.16,0.14000000000000001,0.17,"*11%",0.13,0.19,0.19,0.11,0.16,0.14000000000000001,0.17,0.14000000000000001,0.15,0.15,0.14000000000000001,0.15,0.15,0.14000000000000001,0.15,0.14000000000000001,0.15,0.15,0.15,0.1,0.15,0.13,0.15,0.13,"*17%","*11%","*17%","*11%",0.15,0.1,0.14000000000000001,0.19,"*17%","*11%",0.14000000000000001,0.15,0.14000000000000001,0.15,0.18,0.14000000000000001,0.2,0.14000000000000001,0.21,0.14000000000000001,0.15,0,0.11,0.19,0.17,0.14000000000000001,0.03,"*20%","*13%","*21%","*13%","*29%",0.17,0.11,"*13%",0]
[null,null,null,null,null,null,null,null,"b",null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ln",null,null,null,null,null,"fln",null,"fln",null,"f",null,null,null,"f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,"b",null,"d"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 80"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"83","index":82,"n_rows":26,"n_cols":5,"rows_kept":26,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 83/ 1"]
[]
["A21 SUMMARY. Please indicate whether you believe engineering to be ‘better’, ‘the same’ or ‘worse’ in terms of DESIRABILITY"]
[]
["Base: All"]
[null,"Total","Engineering less desirable as a career","Same","Engineering more desirable as a career"]
["Teacher",1023,82,321,620]
[null,null,0.08,0.31,0.61]
["Journalist",1023,167,302,554]
[null,null,0.16,0.3,0.54]
["Banker",1023,231,274,518]
[null,null,0.23,0.27,0.51]
["Web designer",1023,235,383,405]
[null,null,0.23,0.37,0.4]
["Lawyer",1023,370,377,276]
[null,null,0.36,0.37,0.27]
["Scientist",1023,108,666,249]
[null,null,0.11,0.65,0.24]
["Architect",1023,254,619,150]
[null,null,0.25,0.61,0.15]
["Page 81"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"85","index":83,"n_rows":64,"n_cols":70,"rows_kept":64,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 85/ 1"]
[]
["A23. Have you heard about engineering careers from any of the following sources?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Someone who works as an engineer",505,100,155,168,82,228,277,118,137,79,89,31,51,187,318,180,325,152,353,138,367,159,346,356,149,361,144,418,87,456,49,474,31,345,160,325,180,445,60,486,19,356,149,121,384,101,404,85,420,86,419,59,446,476,3,5,21,240,249,16,180,325,38,451,14,12,9,451,3]
[null,0.49,0.45,0.49,0.51,0.55000000000000004,0.49,0.49,0.47,0.47,0.55000000000000004,0.47,0.46,"*63%",0.52,0.48,"*59%","*45%",0.53,0.48,0.49,0.49,"*44%","*53%",0.48,0.52,"*47%","*56%",0.49,0.54,0.49,0.49,0.5,0.43,"*53%","*43%","*54%","*43%","*48%","*59%",0.5,0.45,"*53%","*42%","*44%","*51%",0.49,0.49,0.51,0.49,"*70%","*47%",0.56000000000000005,0.49,0.5,0.75,0.26,0.49,"*58%","*43%",0.55000000000000004,"*64%","*44%","*35%","*51%","*24%",0.52,0.5,"*51%",0.33]
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["Careers fairs",463,106,145,154,58,210,253,120,131,68,86,22,36,187,276,170,293,152,311,146,317,143,320,340,123,356,107,393,70,421,42,433,30,297,166,278,185,414,49,445,18,305,158,104,359,94,369,86,377,64,399,52,411,429,3,9,22,246,205,12,177,286,40,413,27,6,3,413,4]
[null,0.45,0.47,0.46,0.46,0.39,0.45,0.45,0.48,0.45,0.47,0.46,"*32%",0.44,"*52%","*41%","*55%","*41%","*53%","*42%","*52%","*43%","*39%","*49%",0.46,0.43,0.46,0.42,0.46,0.43,0.46,0.42,0.46,0.42,0.46,0.44,0.46,0.44,0.45,0.49,0.45,0.43,0.45,0.45,"*38%","*48%",0.46,0.45,0.51,0.44,0.52,0.44,0.5,0.45,0.45,0.75,0.47,0.51,"*60%","*35%",0.41,"*63%","*39%",0.37,"*47%",0.46,0.26,0.17,"*47%",0.44]
[null,null,null,null,null,null,null,null,"e",null,"e",null,null,null,"bdfhi",null,"bdfhij",null,"bdfhi",null,"bdfhi",null,null,"bdfhi",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,"a","a",null,"a",null,"a","a",null,null,null,null,"b",null,null,"b",null,null,"a"]
["Careers advisers",424,92,129,141,62,208,216,113,108,69,72,26,36,151,273,137,287,116,308,118,306,144,280,311,113,323,101,354,70,381,43,395,29,273,151,247,177,378,46,406,18,276,148,113,311,78,346,65,359,57,367,49,375,391,4,11,18,189,223,12,152,272,36,381,23,10,3,381,0]
[null,0.41,0.41,0.41,0.42,0.42,"*45%","*39%",0.45,0.37,0.48,0.38,0.38,0.44,0.42,0.41,0.45,0.4,0.4,0.42,0.42,0.41,0.4,0.42,0.42,0.39,0.42,0.39,0.41,0.43,0.41,0.43,0.42,0.4,0.42,0.4,0.41,0.42,0.41,0.46,0.41,0.43,0.41,0.42,0.41,0.42,0.38,0.42,0.39,0.42,0.46,0.41,0.47,0.41,0.41,1,0.57999999999999996,0.42,"*46%","*38%",0.41,"*54%","*37%",0.33,"*43%",0.39,0.43,0.17,"*43%",0]
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["Teachers",393,84,120,138,51,199,194,106,98,68,70,25,26,136,257,117,276,105,288,102,291,125,268,271,122,285,108,338,55,360,33,368,25,266,127,251,142,356,37,377,16,271,122,97,296,73,320,69,324,48,345,43,350,361,3,10,19,178,202,13,148,245,39,345,23,8,7,345,1]
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["Online",330,71,96,114,49,175,155,94,73,54,60,27,22,127,203,122,208,95,235,89,241,93,237,230,100,243,87,278,52,301,29,314,16,221,109,207,123,292,38,319,11,225,105,68,262,56,274,57,273,52,278,42,288,308,3,4,15,165,156,9,132,198,25,294,16,6,3,294,0]
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["Friends",306,68,98,90,50,145,161,84,82,40,50,21,29,113,193,100,206,89,217,79,227,115,191,199,107,215,91,251,55,276,30,286,20,219,87,205,101,271,35,293,13,226,80,87,219,56,250,54,252,39,267,34,272,286,2,4,14,142,154,10,107,199,33,268,18,4,9,268,2]
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["A local employer",255,53,77,96,29,130,125,68,62,49,47,13,16,96,159,82,173,75,180,75,180,62,193,175,80,186,69,202,53,229,26,235,20,179,76,174,81,223,32,241,14,183,72,49,206,45,210,43,212,34,221,35,220,230,3,6,16,146,104,5,124,131,12,230,9,1,1,230,1]
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["Newspapers / magazines",229,35,56,88,50,119,110,44,47,50,38,25,25,88,141,76,153,60,169,69,160,69,160,153,76,164,65,186,43,209,20,218,11,161,68,150,79,204,25,221,8,165,64,55,174,49,180,37,192,38,191,28,201,215,1,0,13,116,108,5,86,143,23,198,12,4,6,198,1]
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["Family",225,46,63,74,42,87,138,47,62,27,47,13,29,75,150,64,161,64,161,57,168,79,146,154,71,164,61,191,34,207,18,215,10,149,76,143,82,204,21,220,5,156,69,56,169,40,185,49,176,28,197,27,198,202,3,2,18,102,119,4,77,148,18,200,10,4,3,200,1]
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["TV",216,34,52,83,47,110,106,47,39,43,40,20,27,81,135,70,146,57,159,60,156,68,148,152,64,161,55,179,37,190,26,204,12,137,79,132,84,197,19,204,12,140,76,51,165,48,168,33,183,33,183,22,194,197,2,5,12,106,107,3,86,130,19,187,8,7,4,187,0]
[null,0.21,"*15%","*16%","*25%","*32%",0.24,0.19,0.19,"*13%","*30%",0.21,0.28999999999999998,"*33%",0.23,0.2,0.23,0.2,0.2,0.22,0.21,0.21,0.19,0.22,0.21,0.22,0.21,0.21,0.21,0.23,0.21,0.26,0.21,0.17,0.21,0.21,0.22,0.2,0.21,0.19,0.21,0.28999999999999998,0.21,0.22,0.19,0.22,0.23,0.21,0.2,0.21,0.27,0.2,0.21,0.21,0.21,0.5,0.26,0.28000000000000003,"*26%","*18%",0.1,"*31%","*18%",0.17,0.21,0.14000000000000001,0.3,0.22,0.21,0]
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["Social media",167,39,56,60,12,82,85,45,50,31,29,6,6,63,104,63,104,55,112,52,115,47,120,126,41,135,32,144,23,153,14,158,9,110,57,103,64,157,10,161,6,111,56,30,137,28,139,31,136,24,143,17,150,153,1,3,10,85,78,4,68,99,18,143,9,5,2,143,2]
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["Parents/Carers",106,18,35,39,14,53,53,26,27,20,19,7,7,46,60,38,68,31,75,30,76,29,77,70,36,72,34,84,22,97,9,100,6,82,24,79,27,92,14,103,3,84,22,20,86,18,88,21,85,22,84,11,95,99,0,1,6,57,47,2,48,58,7,94,3,2,1,94,1]
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["Radio",102,13,18,46,25,55,47,18,13,25,21,12,13,41,61,35,67,21,81,25,77,30,72,63,39,67,35,78,24,91,11,97,5,74,28,73,29,90,12,98,4,76,26,21,81,18,84,13,89,23,79,13,89,94,1,0,7,49,52,1,51,51,6,93,1,3,2,93,0]
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["Other",9,1,2,4,2,3,6,1,2,2,2,0,2,3,6,3,6,3,6,2,7,3,6,5,4,7,2,6,3,6,3,9,0,7,2,8,1,7,2,9,0,8,1,2,7,1,8,2,7,3,6,2,7,9,0,0,0,7,2,0,6,3,2,6,2,0,0,6,0]
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["None of these",122,34,39,39,10,53,69,30,43,16,23,7,3,34,88,25,97,31,91,34,88,54,68,90,32,94,28,106,16,107,15,109,13,72,50,65,57,112,10,116,6,75,47,44,78,26,96,16,106,5,117,5,117,118,0,1,3,30,88,4,7,115,17,103,6,5,2,103,4]
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["Don't know",26,5,9,7,5,7,19,3,11,1,6,3,2,6,20,4,22,3,23,5,21,14,12,16,10,15,11,21,5,24,2,23,3,13,13,14,12,23,3,25,1,16,10,11,15,5,21,2,24,1,25,2,24,24,0,1,1,3,21,2,1,25,3,21,2,0,1,21,0]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 82"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"86","index":84,"n_rows":25,"n_cols":70,"rows_kept":25,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 86/ 1"]
[]
["A24 Have any pupils, in the last year , asked you for careers advice about a job in engineering?"]
[]
["Base: All teaching ages 14-19"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1016,224,316,329,147,458,558,249,291,142,187,67,80,357,659,307,709,287,729,281,735,360,656,731,285,761,255,857,159,923,93,951,65,647,369,602,414,915,101,981,35,671,345,271,745,206,810,168,848,123,893,104,912,951,4,18,43,411,577,28,280,736,109,876,59,23,18,876,9]
["Yes",560,111,178,189,82,275,285,146,143,89,100,40,42,199,361,183,377,158,402,140,420,179,381,392,168,403,157,463,97,506,54,526,34,382,178,366,194,497,63,538,22,394,166,130,430,104,456,101,459,82,478,80,480,523,4,10,23,264,281,15,204,356,58,485,33,10,12,485,3]
[null,0.55000000000000004,0.5,0.56000000000000005,0.56999999999999995,0.56000000000000005,"*60%","*51%",0.59,"*49%",0.63,0.53,0.6,0.53,0.56000000000000005,0.55000000000000004,0.6,0.53,0.55000000000000004,0.55000000000000004,"*50%","*57%","*50%","*58%",0.54,0.59,"*53%","*62%",0.54,0.61,0.55000000000000004,0.57999999999999996,0.55000000000000004,0.52,"*59%","*48%","*61%","*47%",0.54,0.62,0.55000000000000004,0.63,"*59%","*48%","*48%","*58%",0.5,0.56000000000000005,0.6,0.54,"*67%","*54%","*77%","*53%",0.55000000000000004,1,0.56000000000000005,0.53,"*64%","*49%",0.54,"*73%","*48%",0.53,0.55000000000000004,0.56000000000000005,0.43,0.67,0.55000000000000004,0.33]
[null,null,null,null,null,null,"b",null,"b",null,"b",null,null,null,null,null,"gi",null,null,null,null,"gi",null,"gi","n","ln","n","aceln","n","ln","ln",null,"ln",null,"acln",null,"acegiln",null,"f","f","f",null,"f",null,null,"aj",null,"a","a",null,"acdfhj",null,"abcdefhj",null,null,null,null,null,"b",null,null,"b"]
["No",427,109,124,132,62,174,253,97,136,51,81,26,36,151,276,116,311,120,307,132,295,167,260,316,111,334,93,369,58,388,39,398,29,252,175,223,204,392,35,414,13,262,165,129,298,98,329,65,362,41,386,23,404,401,0,6,20,139,277,11,71,356,47,367,24,11,6,367,6]
[null,0.42,"*49%",0.39,0.4,0.42,"*38%","*45%",0.39,0.47,0.36,0.43,0.39,0.45,0.42,0.42,0.38,0.44,0.42,0.42,"*47%","*40%","*46%","*40%",0.43,0.39,"*44%","*36%",0.43,0.36,0.42,0.42,0.42,0.45,"*39%","*47%","*37%","*49%",0.43,0.35,0.42,0.37,"*39%","*48%","*48%","*40%",0.48,0.41,0.39,0.43,"*33%","*43%","*22%","*44%",0.42,0,0.33,0.47,"*34%","*48%",0.39,"*25%","*48%",0.43,0.42,0.41,0.48,0.33,0.42,0.67]
[null,null,"bc",null,null,null,null,"a",null,"c",null,null,null,null,null,null,null,null,null,null,"chj",null,"chj",null,"m",null,"dm",null,"m",null,null,null,null,null,null,"bdfkm",null,"abdefgikm",null,null,null,null,null,"be","bdgi","i","gi","i","i","gi",null,"gi",null,"gi",null,null,null,null,null,"a",null,null,"a"]
["Don't know",29,4,14,8,3,9,20,6,12,2,6,1,2,7,22,8,21,9,20,9,20,14,15,23,6,24,5,25,4,29,0,27,2,13,16,13,16,26,3,29,0,15,14,12,17,4,25,2,27,0,29,1,28,27,0,2,0,8,19,2,5,24,4,24,2,2,0,24,0]
[null,0.03,0.02,"*4%",0.02,0.02,0.02,0.04,0.02,0.04,0.01,0.03,0.01,0.03,0.02,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.04,0.02,0.03,0.02,0.03,0.02,0.03,0.03,0.03,0,0.03,0.03,"*2%","*4%",0.02,0.04,0.03,0.03,0.03,0,0.02,0.04,0.04,0.02,0.02,0.03,0.01,0.03,"*0%","*3%",0.01,0.03,0.03,0,0.11,0,0.02,0.03,7.0000000000000007E-2,0.02,0.03,0.04,0.03,0.03,0.09,0,0.03,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"hk",null,null,null,null,null,null,null,null,"g",null,null,"g",null,"g",null,"g",null,"g"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 83"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"87","index":85,"n_rows":44,"n_cols":70,"rows_kept":44,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 87/ 1"]
[]
["A25 Whose careers advice do you think pupils are most likely  to act upon?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Parents / guardians",339,76,113,108,42,157,182,89,100,46,62,22,20,112,227,96,243,98,241,93,246,125,214,244,95,255,84,296,43,308,31,316,23,210,129,200,139,309,30,327,12,220,119,87,252,69,270,48,291,38,301,41,298,318,1,3,17,152,180,7,92,247,28,298,10,7,6,298,5]
[null,0.33,0.34,0.36,0.33,0.28000000000000003,0.34,0.32,0.36,0.34,0.32,0.33,0.32,0.25,0.31,0.34,0.31,0.34,0.34,0.33,0.33,0.33,0.34,0.32,0.33,0.33,0.33,0.33,0.34,0.27,0.33,0.31,0.33,0.32,0.32,0.34,0.33,0.33,0.34,0.3,0.33,0.28999999999999998,0.33,0.34,0.32,0.34,0.33,0.33,0.28999999999999998,0.34,0.31,0.33,0.39,0.32,0.33,0.25,0.16,0.4,"*37%",0.31,0.24,0.33,0.33,0.26,0.34,"*17%",0.3,0.33,0.34,0.56000000000000005]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,null,null,null,null,null,null,null,"a"]
["Careers advisers",249,46,75,80,48,108,141,52,69,34,46,22,26,82,167,61,188,68,181,65,184,96,153,185,64,191,58,204,45,222,27,229,20,158,91,142,107,223,26,238,11,164,85,81,168,45,204,43,206,28,221,21,228,234,1,6,8,84,158,7,66,183,28,216,19,6,3,216,0]
[null,0.24,0.21,0.24,0.24,"*32%",0.23,0.25,0.21,0.24,0.24,0.24,0.32,0.32,0.23,0.25,"*20%","*26%",0.24,0.25,0.23,0.25,0.26,0.23,0.25,0.22,0.25,0.23,0.24,0.28000000000000003,0.24,0.27,0.24,0.28000000000000003,0.24,0.24,0.24,0.25,0.24,0.26,0.24,0.26,0.24,0.24,"*29%","*22%",0.22,0.25,0.26,0.24,0.23,0.25,0.2,0.25,0.24,0.25,0.32,0.19,"*20%","*27%",0.24,0.23,0.25,0.26,0.24,0.32,0.26,0.17,0.24,0]
[null,null,null,null,null,"ab",null,null,null,null,null,null,"a","a",null,null,null,"c",null,null,null,null,"c",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Teachers",194,50,65,61,18,95,99,59,56,28,33,8,10,72,122,61,133,53,141,52,142,56,138,131,63,137,57,159,35,171,23,176,18,135,59,126,68,171,23,182,12,135,59,46,148,35,159,38,156,26,168,20,174,177,2,6,9,80,107,7,58,136,22,170,11,5,5,170,1]
[null,0.19,0.22,0.2,0.18,"*12%",0.21,0.18,"*24%",0.19,0.19,0.18,0.12,0.12,0.2,0.18,0.2,0.19,0.18,0.19,0.19,0.19,"*15%","*21%",0.18,0.22,0.18,0.22,0.18,0.22,0.19,0.23,0.19,0.25,"*21%","*16%",0.21,0.16,0.19,0.23,0.19,0.28999999999999998,0.2,0.17,0.17,0.2,0.17,0.19,0.23,0.18,0.21,0.19,0.19,0.19,0.18,0.5,0.32,0.21,0.19,0.18,0.24,0.21,0.18,0.2,0.19,0.19,0.22,0.28000000000000003,0.19,0.11]
[null,null,"d","d",null,null,null,null,"ef",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i",null,"l",null,"ln",null,null,null,null,null,null,"l",null,"l"]
["Other young people",67,16,17,23,11,29,38,13,20,11,12,5,6,26,41,25,42,21,46,23,44,24,43,51,16,53,14,60,7,64,3,64,3,37,30,36,31,63,4,66,1,41,26,18,49,16,51,10,57,9,58,6,61,62,0,2,3,26,38,3,24,43,11,51,4,4,2,51,1]
[null,7.0000000000000007E-2,7.0000000000000007E-2,0.05,7.0000000000000007E-2,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.08,0.06,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.06,0.08,0.06,7.0000000000000007E-2,0.06,0.08,0.06,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.03,7.0000000000000007E-2,0.04,0.06,0.08,0.06,7.0000000000000007E-2,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.02,0.06,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.08,0.06,0.06,7.0000000000000007E-2,7.0000000000000007E-2,0.06,0.06,7.0000000000000007E-2,0.06,0,0.11,7.0000000000000007E-2,0.06,7.0000000000000007E-2,0.1,0.09,0.06,0.1,"*6%",7.0000000000000007E-2,0.17,0.11,"*6%",0.11]
["Friends",49,12,15,16,6,21,28,11,16,7,9,3,3,20,29,22,27,13,36,13,36,15,34,42,7,44,5,45,4,48,1,49,0,27,22,23,26,46,3,49,0,27,22,12,37,9,40,8,41,4,45,6,43,46,0,1,2,21,26,2,11,38,8,40,6,0,1,40,1]
[null,0.05,0.05,0.05,0.05,0.04,0.05,0.05,0.04,0.05,0.05,0.05,0.04,0.04,0.06,0.04,"*7%","*4%",0.05,0.05,0.05,0.05,0.04,0.05,"*6%","*2%","*6%","*2%",0.05,0.02,0.05,0.01,"*5%","*0%",0.04,0.06,0.04,0.06,0.05,0.03,0.05,0,0.04,0.06,0.04,0.05,0.04,0.05,0.05,0.05,0.03,0.05,0.06,0.05,0.05,0,0.05,0.05,0.05,0.04,7.0000000000000007E-2,0.04,0.05,7.0000000000000007E-2,0.05,"*10%",0,0.06,0.05,0.11]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d",null,null,null,null,null,null,null,"bdhj",null,"bdhj",null,"bdj",null,"dj",null,"dj",null,null,"bdhj",null,"bdhj"]
["Other relatives (not parents)",48,7,7,20,14,21,27,5,9,9,11,7,7,13,35,11,37,10,38,12,36,20,28,31,17,34,14,36,12,42,6,43,5,28,20,29,19,44,4,43,5,30,18,15,33,14,34,6,42,6,42,3,45,45,0,0,3,18,30,0,13,35,2,44,2,0,0,44,0]
[null,0.05,0.03,"*2%",0.06,"*9%",0.05,0.05,"*2%",0.03,0.06,0.06,"*10%",0.09,0.04,0.05,0.04,0.05,0.03,0.05,0.04,0.05,0.05,0.04,0.04,0.06,0.04,0.05,0.04,7.0000000000000007E-2,0.05,0.06,0.05,7.0000000000000007E-2,0.04,0.05,0.05,0.05,0.05,0.04,"*4%","*12%",0.04,0.05,0.05,0.04,7.0000000000000007E-2,0.04,0.04,0.05,0.05,0.05,0.03,0.05,0.05,0,0,7.0000000000000007E-2,0.04,0.05,0,0.05,0.05,0.02,0.05,0.03,0,0,0.05,0]
[null,null,null,null,"b","ab",null,null,null,null,"a","a","ab","ab",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ace"]
["People who are already in the profession",26,7,9,8,2,10,16,7,9,3,5,0,2,13,13,12,14,11,15,11,15,11,15,21,5,20,6,22,4,23,3,26,0,16,10,13,13,23,3,26,0,17,9,6,20,7,19,2,24,4,22,4,22,26,0,0,0,13,11,2,6,20,3,23,3,0,0,23,0]
[null,0.03,0.03,0.03,0.02,0.01,0.02,0.03,0.03,0.03,0.02,0.03,0,0.02,0.04,0.02,0.04,0.02,0.04,0.02,0.04,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0.02,0.03,0.03,0,0.02,0.03,0.02,0.03,0.02,0.03,0.03,0,0.03,0.03,0.02,0.03,0.03,0.02,0.01,0.03,0.03,0.02,0.04,0.02,0.03,0,0,0,0.03,0.02,7.0000000000000007E-2,0.02,0.03,0.03,0.03,0.05,0,0,0.03,0]
["Youth club leaders",3,1,2,0,0,1,2,1,2,0,0,0,0,1,2,2,1,1,2,1,2,0,3,2,1,2,1,2,1,3,0,2,1,1,2,1,2,2,1,3,0,1,2,0,3,2,1,1,2,0,3,0,3,3,0,0,0,0,3,0,0,3,1,2,0,1,0,2,0]
[null,"*%","*%",0.01,0,0,"*%","*%","*%",0.01,0,0,0,0,"*%","*%",0.01,"*%","*%","*%","*%","*%",0,"*%","*%","*%","*%","*%","*%",0.01,"*%",0,"*%",0.01,"*%",0.01,"*%","*%","*%",0.01,"*%",0,"*%",0.01,0,"*%","*1%","**%",0.01,"*%",0,"*%",0,"*%","*%",0,0,0,0,0.01,0,0,"*%",0.01,"*%",0,0.04,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d"]
["Other",13,2,3,4,4,7,6,3,2,4,0,0,4,5,8,3,10,2,11,2,11,4,9,7,6,9,4,12,1,12,1,11,2,10,3,9,4,12,1,12,1,11,2,2,11,1,12,1,12,2,11,1,12,11,0,1,1,4,8,1,4,9,1,11,1,0,0,11,0]
[null,0.01,0.01,0.01,0.01,0.03,0.02,0.01,0.01,0.01,0.03,0,0,"*5%",0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.03,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.02,0.01,0.01,0.01,"*%",0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0,0.05,0.02,0.01,0.01,0.03,0.01,0.01,0.01,0.01,0.02,0,0,0.01,0]
[null,null,null,null,null,null,null,null,null,null,"d",null,null,"abd"]
["Don't know",35,7,12,12,4,13,22,10,9,2,10,1,3,13,22,14,21,11,24,9,26,13,22,22,13,22,13,25,10,30,5,35,0,25,10,23,12,29,6,35,0,25,10,8,27,8,27,11,24,6,29,3,32,35,0,0,0,13,22,0,7,28,5,28,3,0,1,28,1]
[null,0.03,0.03,0.04,0.04,0.03,0.03,0.04,0.04,0.03,0.01,0.05,0.01,0.04,0.04,0.03,0.05,0.03,0.04,0.03,0.03,0.04,0.04,0.03,0.03,0.05,0.03,0.05,"*3%","*6%",0.03,0.05,0.04,0,0.04,0.03,0.04,0.03,0.03,0.06,0.04,0,0.04,0.03,0.03,0.04,0.04,0.03,"*7%","*3%",0.05,0.03,0.03,0.03,0.04,0,0,0,0.03,0.04,0,0.02,0.04,0.05,0.03,0.05,0,0.06,0.03,0.11]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 84"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"88","index":86,"n_rows":25,"n_cols":70,"rows_kept":25,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 88/ 1"]
[]
["A26 Would you ever recommend that your pupils consider a career in engineering?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Yes",977,212,303,317,145,445,532,239,276,140,177,66,79,341,636,295,682,274,703,266,711,343,634,709,268,738,239,824,153,880,97,909,68,625,352,581,396,883,94,937,40,647,330,257,720,192,785,157,820,122,855,104,873,912,4,19,42,401,549,27,275,702,98,851,52,21,17,851,8]
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["No",20,5,6,8,1,8,12,4,7,3,5,1,0,8,12,6,14,7,13,5,15,9,11,13,7,13,7,16,4,19,1,17,3,7,13,8,12,17,3,19,1,9,11,10,10,5,15,6,14,0,20,0,20,20,0,0,0,2,18,0,2,18,3,16,2,1,0,16,0]
[null,0.02,0.02,0.02,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.03,0.01,0,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0.02,0.01,0.02,0.04,"*1%","*3%",0.01,0.03,0.02,0.03,0.02,0.02,0.01,0.03,"*4%","*1%",0.02,0.02,0.04,0.02,0,0.02,0,0.02,0.02,0,0,0,"**%","*3%",0,0.01,0.02,0.03,0.02,0.03,0.04,0,0.02,0]
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["Don't know",26,7,9,7,3,9,17,7,9,1,6,1,2,8,18,6,20,7,19,10,16,12,14,14,12,16,10,21,5,24,2,25,1,15,11,13,13,22,4,25,1,15,11,8,18,9,17,5,21,1,25,1,25,25,0,0,1,8,16,2,4,22,8,16,5,1,1,16,1]
[null,0.03,0.03,0.03,0.02,0.02,0.02,0.03,0.03,0.03,0.01,0.03,0.01,0.02,0.02,0.03,0.02,0.03,0.02,0.03,0.04,0.02,0.03,0.02,"*2%","*4%",0.02,0.04,0.02,0.03,0.03,0.02,0.03,0.01,0.02,0.03,0.02,0.03,0.02,0.04,0.03,0.02,0.02,0.03,0.03,0.02,0.04,0.02,0.03,0.02,0.01,0.03,0.01,0.03,0.03,0,0,0.02,0.02,0.03,7.0000000000000007E-2,0.01,0.03,"*7%","*2%","*8%",0.04,0.06,"*2%",0.11]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 85"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"90","index":87,"n_rows":25,"n_cols":70,"rows_kept":25,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 90/ 1"]
[]
["A26A If your pupils were going to pursue a career in engineering , would you be most likely to recommend a vocational  or academic  route?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["A vocational route",177,47,52,60,18,81,96,43,56,30,30,8,10,71,106,54,123,58,119,62,115,44,133,147,30,149,28,161,16,166,11,168,9,79,98,73,104,172,5,173,4,82,95,29,148,38,139,23,154,10,167,14,163,165,1,5,6,78,95,4,52,125,16,153,8,6,1,153,1]
[null,0.17,0.21,0.16,0.18,0.12,0.18,0.17,0.17,0.19,0.21,0.16,0.12,0.12,0.2,0.16,0.18,0.17,0.2,0.16,"*22%","*15%","*12%","*20%","*20%","*10%","*19%","*11%","*19%","*10%",0.18,0.11,0.18,0.13,"*12%","*26%","*12%","*25%","*19%","*5%",0.18,0.1,"*12%","*27%","*11%","*20%",0.18,0.17,0.14000000000000001,0.18,"*8%","*19%",0.13,0.18,0.17,0.25,0.26,0.14000000000000001,0.19,0.16,0.14000000000000001,0.19,0.17,0.15,0.17,0.14000000000000001,0.26,0.06,0.17,0.11]
[null,null,"d",null,null,null,null,null,null,null,null,null,null,null,"i",null,"i","i","i",null,"bfhi",null,null,"bhi","bdfhkm",null,"bdfhkm",null,"bdfkm",null,"bdfkm",null,"bdfkm",null,null,"abcdefghijkm",null,"bcdefghijkm","be",null,"be",null,"b","abcde",null,"ag","ag","ag",null,"ag",null,"ag",null,"ag"]
["An academic route",386,93,115,116,62,208,178,113,95,64,52,31,31,118,268,113,273,95,291,85,301,150,236,242,144,256,130,298,88,332,54,350,36,281,105,270,116,323,63,363,23,295,91,128,258,72,314,66,320,58,328,41,345,363,3,6,14,151,222,13,102,284,47,331,28,10,5,331,4]
[null,0.38,0.42,0.36,0.35,0.42,"*45%","*32%","*45%","*33%",0.44,"*28%",0.46,0.38,"*33%","*40%",0.37,0.38,0.33,0.4,"*30%","*41%",0.41,0.36,"*33%","*50%","*33%","*51%","*35%","*54%","*36%","*54%","*37%","*50%","*43%","*28%","*45%","*28%","*35%","*62%","*37%","*55%","*44%","*26%","*47%","*34%",0.35,0.38,0.39,0.37,"*47%","*36%",0.39,0.38,0.38,0.75,0.32,0.33,0.37,0.38,0.45,0.36,0.38,0.43,0.37,0.47,0.43,0.28000000000000003,0.37,0.44]
[null,null,null,null,null,null,"b",null,"bd",null,"bd",null,"bd",null,null,"aeg",null,"g",null,"ag",null,"aeg","aeg",null,null,"acegiln","n","acegikln","ln","acegiklmn","ln","acegikln","ln","acegiln","acegiln",null,"acegiln",null,"f","acef","f","acf","acf",null,"bcdfhj",null,null,null,null,null,"bcfhj"]
["No preference",460,84,151,156,69,173,287,94,141,50,106,29,40,168,292,140,320,135,325,134,326,170,290,347,113,362,98,402,58,425,35,433,27,287,173,259,201,427,33,445,15,294,166,118,342,96,364,79,381,55,405,50,410,429,0,8,23,182,266,12,127,333,46,399,23,7,12,399,4]
[null,0.45,"*38%",0.47,0.47,0.46,"*37%","*51%","*38%",0.48,"*35%","*56%",0.43,0.49,0.47,0.44,0.46,0.45,0.47,0.44,0.48,0.44,0.47,0.44,"*47%","*39%","*47%","*38%","*47%","*36%","*46%","*35%",0.46,0.38,0.44,0.46,0.43,0.48,"*46%","*33%",0.45,0.36,0.44,0.47,0.43,0.46,0.47,0.45,0.47,0.45,0.45,0.45,0.48,0.45,0.45,0,0.42,0.53,0.44,0.46,0.41,0.45,0.45,0.42,0.45,0.39,0.3,0.67,0.45,0.44]
[null,null,null,"a","a",null,null,"a",null,"ac",null,"ac",null,"c",null,null,null,null,null,null,null,null,null,null,"bdfh",null,"bdfh",null,"bdfh",null,"bdfh",null,"dfh",null,"f","fh",null,"bdfh","b",null,"b",null,"b","b"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 86"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"91","index":88,"n_rows":38,"n_cols":70,"rows_kept":38,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 91/ 1"]
[]
["A26C Why would you recommend a vocational  route into engineering?"]
[]
["Base: Those who would recommend a vocational route into engineering"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","*d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","*d","e","*f","g","*h","i","*j","k","l","m","n","a","*b","c","*d","e","f","*a","b","c","d","*e","f","*g","h","*i","j","a","*b","*c","*d","a","b","*c","a","b","*a","b","*a","*b","*c","d","*e"]
["Total",177,47,52,60,18,81,96,43,56,30,30,8,10,71,106,54,123,58,119,62,115,44,133,147,30,149,28,161,16,166,11,168,9,79,98,73,104,172,5,173,4,82,95,29,148,38,139,23,154,10,167,14,163,165,1,5,6,78,95,4,52,125,16,153,8,6,1,153,1]
["It is a practical activity, that is well suited to on-the job learning",127,30,35,47,15,66,61,36,29,25,22,5,10,50,77,32,95,38,89,40,87,28,99,104,23,103,24,115,12,120,7,118,9,58,69,53,74,123,4,123,4,60,67,18,109,24,103,14,113,7,120,10,117,117,1,5,4,56,67,4,39,88,13,108,7,4,1,108,1]
[null,0.72,0.64,0.67,0.78,0.83,"*81%","*64%","*84%","*52%",0.83,0.73,0.63,1,0.7,0.73,"*59%","*77%",0.66,0.75,0.65,0.76,0.64,0.74,0.71,0.77,0.69,0.86,0.71,0.75,0.72,0.64,0.7,1,0.73,0.7,0.73,0.71,0.72,0.8,0.71,1,0.73,0.71,0.62,0.74,0.63,0.74,0.61,0.73,0.7,0.72,0.71,0.72,0.71,1,1,0.67,0.72,0.71,1,0.75,0.7,0.81,0.71,0.88,0.67,1,0.71,1]
[null,null,null,null,null,null,"b",null,"b",null,"b",null,null,null,null,null,null,"c",null,"c",null,"c",null,"c"]
["My pupils prefer to learn by doing things rather than being in a classroom",113,27,35,38,13,56,57,30,32,20,18,6,7,43,70,32,81,34,79,40,73,27,86,92,21,97,16,102,11,106,7,108,5,48,65,42,71,109,4,111,2,48,65,17,96,25,88,15,98,6,107,9,104,105,1,2,5,46,64,3,35,78,9,101,5,3,0,101,1]
[null,0.64,0.56999999999999995,0.67,0.63,0.72,0.69,0.59,0.7,0.56999999999999995,0.67,0.6,0.75,0.7,0.61,0.66,0.59,0.66,0.59,0.66,0.65,0.63,0.61,0.65,0.63,0.7,0.65,0.56999999999999995,0.63,0.69,0.64,0.64,0.64,0.56000000000000005,0.61,0.66,0.57999999999999996,0.68,0.63,0.8,0.64,0.5,0.59,0.68,0.59,0.65,0.66,0.63,0.65,0.64,0.6,0.64,0.64,0.64,0.64,1,0.4,0.83,0.59,0.67,0.75,0.67,0.62,0.56000000000000005,0.66,0.63,0.5,0,0.66,1]
["So they could start earning money straight away",73,18,16,27,12,43,30,18,16,17,10,8,4,29,44,23,50,24,49,22,51,13,60,60,13,61,12,67,6,69,4,71,2,32,41,31,42,70,3,72,1,34,39,9,64,12,61,8,65,8,65,10,63,67,0,1,5,34,37,2,23,50,7,61,3,2,1,61,1]
[null,0.41,0.38,0.31,0.45,0.67,"*53%","*31%",0.42,"*29%",0.56999999999999995,0.33,1,0.4,0.41,0.42,0.43,0.41,0.41,0.41,0.35,0.44,0.3,0.45,0.41,0.43,0.41,0.43,0.42,0.38,0.42,0.36,0.42,0.22,0.41,0.42,0.42,0.4,0.41,0.6,0.42,0.25,0.41,0.41,0.31,0.43,0.32,0.44,0.35,0.42,0.8,0.39,0.71,0.39,0.41,0,0.2,0.83,0.44,0.39,0.5,0.44,0.4,0.44,0.4,0.38,0.33,1,0.4,1]
[null,null,null,null,null,null,"b",null,null,null,"b"]
["So they can avoid high student fees / debt",73,17,18,26,12,39,34,17,18,15,11,7,5,25,48,21,52,19,54,20,53,19,54,64,9,63,10,65,8,69,4,69,4,31,42,28,45,70,3,72,1,32,41,14,59,10,63,5,68,5,68,7,66,68,0,3,2,38,33,2,24,49,8,62,5,2,0,62,1]
[null,0.41,0.36,0.35,0.43,0.67,0.48,0.35,0.4,0.32,0.5,0.37,0.88,0.5,0.35,0.45,0.39,0.42,0.33,0.45,0.32,0.46,0.43,0.41,0.44,0.3,0.42,0.36,0.4,0.5,0.42,0.36,0.41,0.44,0.39,0.43,0.38,0.43,0.41,0.6,0.42,0.25,0.39,0.43,0.48,0.4,"*26%","*45%",0.22,0.44,0.5,0.41,0.5,0.4,0.41,0,0.6,0.33,0.49,0.35,0.5,0.46,0.39,0.5,0.41,0.63,0.33,0,0.41,1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"c",null,"c"]
["They would be more likely to get a job",66,15,20,23,8,32,34,16,19,12,11,4,4,25,41,19,47,22,44,20,46,18,48,56,10,56,10,62,4,62,4,63,3,29,37,26,40,63,3,65,1,29,37,12,54,13,53,8,58,5,61,9,57,62,0,2,2,27,36,3,19,47,8,52,4,2,1,52,1]
[null,0.37,0.32,0.38,0.38,0.44,0.4,0.35,0.37,0.34,0.4,0.37,0.5,0.4,0.35,0.39,0.35,0.38,0.38,0.37,0.32,0.4,0.41,0.36,0.38,0.33,0.38,0.36,0.39,0.25,0.37,0.36,0.38,0.33,0.37,0.38,0.36,0.38,0.37,0.6,0.38,0.25,0.35,0.39,0.41,0.36,0.34,0.38,0.35,0.38,0.5,0.37,0.64,0.35,0.38,0,0.4,0.33,0.35,0.38,0.75,0.37,0.38,0.5,0.34,0.5,0.33,1,0.34,1]
["I am not sure my pupils would get into university",37,9,14,8,6,16,21,10,13,2,6,4,2,22,15,15,22,16,21,17,20,8,29,29,8,28,9,32,5,35,2,37,0,16,21,16,21,34,3,37,0,17,20,3,34,12,25,5,32,5,32,3,34,35,0,0,2,20,17,0,11,26,2,34,1,0,0,34,1]
[null,0.21,0.19,0.27,0.13,0.33,0.2,0.22,0.23,0.23,"*7%",0.2,0.5,0.2,"*31%","*14%",0.28000000000000003,0.18,0.28000000000000003,0.18,0.27,0.17,0.18,0.22,0.2,0.27,0.19,0.32,0.2,0.31,0.21,0.18,0.22,0,0.2,0.21,0.22,0.2,0.2,0.6,0.21,0,0.21,0.21,0.1,0.23,0.32,0.18,0.22,0.21,0.5,0.19,0.21,0.21,0.21,0,0,0.33,0.26,0.18,0,0.21,0.21,0.13,0.22,0.13,0,0,0.22,1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdfh",null,"b",null,"b",null,"b"]
["My pupils have never considered going to university",24,12,8,3,1,8,16,7,13,1,2,0,1,11,13,9,15,8,16,11,13,6,18,21,3,21,3,22,2,24,0,24,0,11,13,10,14,23,1,24,0,11,13,5,19,8,16,3,21,2,22,0,24,24,0,0,0,7,16,1,6,18,1,23,0,0,0,23,1]
[null,0.14000000000000001,"*26%",0.15,"*5%",0.06,0.1,0.17,0.16,"*23%",0.03,7.0000000000000007E-2,0,0.1,0.15,0.12,0.17,0.12,0.14000000000000001,0.13,0.18,0.11,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.1,0.14000000000000001,0.11,0.14000000000000001,0.13,0.14000000000000001,0,0.14000000000000001,0,0.14000000000000001,0.13,0.14000000000000001,0.13,0.13,0.2,0.14000000000000001,0,0.13,0.14000000000000001,0.17,0.13,0.21,0.12,0.13,0.14000000000000001,0.2,0.13,0,0.15,0.15,0,0,0,0.09,0.17,0.25,0.12,0.14000000000000001,0.06,0.15,0,0,0,0.15,1]
[null,null,"c",null,null,null,null,null,null,"c"]
["Other",2,2,0,0,0,0,2,0,2,0,0,0,0,2,0,2,0,1,1,2,0,0,2,1,1,2,0,2,0,2,0,2,0,1,1,1,1,2,0,2,0,1,1,0,2,2,0,0,2,0,2,0,2,2,0,0,0,2,0,0,0,2,0,2,0,0,0,2,0]
[null,0.01,"*4%",0,0,0,0,0.02,0,"*4%",0,0,0,0,0.03,0,"*4%","*0%",0.02,0.01,0.03,0,0,0.02,0.01,0.03,0.01,0,0.01,0,0.01,0,0.01,0,0.01,0.01,0.01,0.01,0.01,0,0.01,0,0.01,0.01,0,0.01,"*5%","*0%",0,0.01,0,0.01,0,0.01,0.01,0,0,0,0.03,0,0,0,0.02,0,0.01,0,0,0,0.01,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdh",null,null,null,"d",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 87"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

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[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 92/ 1"]
[]
["A26D Why would you recommend an academic  route into engineering?"]
[]
["Base: Those who would recommend an academic / Higher education route into engineering"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d","a","b","*c","a","b","a","b","*a","*b","*c","d","*e"]
["Total",386,93,115,116,62,208,178,113,95,64,52,31,31,118,268,113,273,95,291,85,301,150,236,242,144,256,130,298,88,332,54,350,36,281,105,270,116,323,63,363,23,295,91,128,258,72,314,66,320,58,328,41,345,363,3,6,14,151,222,13,102,284,47,331,28,10,5,331,4]
["Keep career options more open by doing a degree",265,62,74,86,43,142,123,71,65,48,38,23,20,86,179,75,190,61,204,55,210,108,157,163,102,170,95,206,59,226,39,242,23,200,65,192,73,220,45,248,17,209,56,91,174,46,219,49,216,41,224,26,239,249,2,4,10,102,155,8,70,195,26,232,16,6,3,232,1]
[null,0.69,0.67,0.64,0.74,0.69,0.68,0.69,0.63,0.68,0.75,0.73,0.74,0.65,0.73,0.67,0.66,0.7,0.64,0.7,0.65,0.7,0.72,0.67,0.67,0.71,0.66,0.73,0.69,0.67,0.68,0.72,0.69,0.64,0.71,0.62,0.71,0.63,0.68,0.71,0.68,0.74,0.71,0.62,0.71,0.67,0.64,0.7,0.74,0.68,0.71,0.68,0.63,0.69,0.69,0.67,0.67,0.71,0.68,0.7,0.62,0.69,0.69,"*55%",0.7,0.56999999999999995,0.6,0.6,0.7,0.25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Might need a degree to get promoted / progress",179,41,45,62,31,99,80,49,37,34,28,16,15,61,118,54,125,48,131,37,142,63,116,105,74,116,63,134,45,152,27,160,19,136,43,130,49,148,31,168,11,141,38,57,122,34,145,39,140,29,150,19,160,167,1,1,10,62,111,6,40,139,20,154,14,4,2,154,0]
[null,0.46,0.44,0.39,0.53,0.5,0.48,0.45,0.43,0.39,0.53,0.54,0.52,0.48,0.52,0.44,0.48,0.46,0.51,0.45,0.44,0.47,0.42,0.49,0.43,0.51,0.45,0.48,0.45,0.51,0.46,0.5,0.46,0.53,0.48,0.41,0.48,0.42,0.46,0.49,0.46,0.48,0.48,0.42,0.45,0.47,0.47,0.46,"*59%","*44%",0.5,0.46,0.46,0.46,0.46,0.33,0.17,0.71,0.41,0.5,0.46,0.39,0.49,0.43,0.47,0.5,0.4,0.4,0.47,0]
[null,null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"fh"]
["Going to university would be better for personal development",164,29,59,49,27,97,67,53,35,32,17,12,15,46,118,50,114,28,136,37,127,67,97,103,61,105,59,132,32,145,19,153,11,126,38,120,44,141,23,157,7,131,33,56,108,31,133,19,145,26,138,22,142,157,0,4,3,67,90,7,49,115,16,142,11,1,3,142,1]
[null,0.42,"*31%","*51%",0.42,0.44,0.47,0.38,0.47,0.37,0.5,0.33,0.39,0.48,0.39,0.44,0.44,0.42,"*29%","*47%",0.44,0.42,0.45,0.41,0.43,0.42,0.41,0.45,0.44,0.36,0.44,0.35,0.44,0.31,0.45,0.36,0.44,0.38,0.44,0.37,0.43,0.3,0.44,0.36,0.44,0.42,0.43,0.42,"*29%","*45%",0.45,0.42,0.54,0.41,0.43,0,0.67,0.21,0.44,0.41,0.54,0.48,0.4,0.34,0.43,0.39,0.1,0.6,0.43,0.25]
[null,null,null,"a",null,null,null,null,null,null,null,null,null,null,null,"e","e","e",null,"e",null,"e","e","e",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"e",null,null,"e",null,"e",null,"e","e"]
["A degree is a more impressive qualification for employers",154,41,43,47,23,90,64,48,36,33,14,9,14,44,110,49,105,36,118,29,125,62,92,101,53,104,50,127,27,139,15,142,12,114,40,109,45,136,18,149,5,119,35,59,95,27,127,25,129,25,129,14,140,145,0,1,8,60,89,5,37,117,22,128,13,5,2,128,2]
[null,0.4,0.44,0.37,0.41,0.37,0.43,0.36,0.42,0.38,"*52%","*27%",0.28999999999999998,0.45,0.37,0.41,0.43,0.38,0.38,0.41,0.34,0.42,0.41,0.39,0.42,0.37,0.41,0.38,"*43%","*31%",0.42,0.28000000000000003,0.41,0.33,0.41,0.38,0.4,0.39,"*42%","*29%",0.41,0.22,0.4,0.38,0.46,0.37,0.38,0.4,0.38,0.4,0.43,0.39,0.34,0.41,0.4,0,0.17,0.56999999999999995,0.4,0.4,0.38,0.36,0.41,0.47,0.39,0.46,0.5,0.4,0.39,0.5]
[null,null,null,null,null,null,null,null,null,null,"de",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"fh",null,null,null,null,null,null,null,null,null,"b"]
["It is a specialist activity that needs degree-level learning",126,31,37,36,22,68,58,34,34,21,15,13,9,36,90,29,97,28,98,22,104,54,72,86,40,87,39,102,24,108,18,114,12,86,40,85,41,109,17,116,10,91,35,43,83,20,106,25,101,15,111,13,113,120,0,3,3,40,80,6,36,90,16,107,12,2,0,107,2]
[null,0.33,0.33,0.32,0.31,0.35,0.33,0.33,0.3,0.36,0.33,0.28999999999999998,0.42,0.28999999999999998,0.31,0.34,0.26,0.36,0.28999999999999998,0.34,0.26,0.35,0.36,0.31,0.36,0.28000000000000003,0.34,0.3,0.34,0.27,0.33,0.33,0.33,0.33,0.31,0.38,0.31,0.35,0.34,0.27,0.32,0.43,0.31,0.38,0.34,0.32,0.28000000000000003,0.34,0.38,0.32,0.26,0.34,0.32,0.33,0.33,0,0.5,0.21,"*26%",0.36,0.46,0.35,0.32,0.34,0.32,0.43,0.2,0,0.32,0.5]
["Because you need a degree to get a job in engineering",40,10,11,8,11,21,19,10,11,3,5,8,3,13,27,12,28,10,30,8,32,13,27,29,11,28,12,32,8,34,6,36,4,27,13,22,18,34,6,37,3,28,12,11,29,10,30,7,33,6,34,8,32,36,0,3,1,17,23,0,10,30,7,33,2,2,1,33,2]
[null,0.1,0.11,0.1,7.0000000000000007E-2,"*18%",0.1,0.11,0.09,0.12,0.05,0.1,"*26%",0.1,0.11,0.1,0.11,0.1,0.11,0.1,0.09,0.11,0.09,0.11,0.12,0.08,0.11,0.09,0.11,0.09,0.1,0.11,0.1,0.11,0.1,0.12,"*8%","*16%",0.11,0.1,0.1,0.13,0.09,0.13,0.09,0.11,0.14000000000000001,0.1,0.11,0.1,0.1,0.1,"*20%","*9%",0.1,0,0.5,7.0000000000000007E-2,0.11,0.1,0,0.1,0.11,0.15,0.1,7.0000000000000007E-2,0.2,0.2,0.1,0.5]
[null,null,null,null,null,"c",null,null,null,null,null,null,"ac",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bm",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"j"]
["A vocational qualification or apprenticeship is not prestigious",30,12,3,8,7,19,11,9,6,6,2,4,3,10,20,12,18,5,25,4,26,10,20,20,10,23,7,24,6,28,2,27,3,23,7,26,4,28,2,29,1,26,4,10,20,3,27,3,27,6,24,3,27,30,0,0,0,11,17,2,12,18,1,28,0,0,0,28,1]
[null,0.08,"*13%","*3%",7.0000000000000007E-2,0.11,0.09,0.06,0.08,0.06,0.09,0.04,0.13,0.1,0.08,7.0000000000000007E-2,0.11,7.0000000000000007E-2,0.05,0.09,0.05,0.09,7.0000000000000007E-2,0.08,0.08,7.0000000000000007E-2,0.09,0.05,0.08,7.0000000000000007E-2,0.08,0.04,0.08,0.08,0.08,7.0000000000000007E-2,"*10%","*3%",0.09,0.03,0.08,0.04,0.09,0.04,0.08,0.08,0.04,0.09,0.05,0.08,0.1,7.0000000000000007E-2,7.0000000000000007E-2,0.08,0.08,0,0,0,7.0000000000000007E-2,0.08,0.15,0.12,0.06,0.02,0.08,0,0,0,0.08,0.25]
[null,null,"b",null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"n"]
["Other",31,6,9,9,7,16,15,8,7,5,4,3,4,6,25,10,21,7,24,6,25,9,22,17,14,20,11,23,8,26,5,28,3,28,3,28,3,25,6,29,2,29,2,8,23,5,26,6,25,4,27,4,27,29,1,0,1,14,15,2,8,23,0,31,0,0,0,31,0]
[null,0.08,0.06,0.08,0.08,0.11,0.08,0.08,7.0000000000000007E-2,7.0000000000000007E-2,0.08,0.08,0.1,0.13,0.05,0.09,0.09,0.08,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.08,0.06,0.09,7.0000000000000007E-2,0.1,0.08,0.08,0.08,0.09,0.08,0.09,0.08,0.08,"*10%","*3%","*10%","*3%",0.08,0.1,0.08,0.09,"*10%","*2%",0.06,0.09,7.0000000000000007E-2,0.08,0.09,0.08,7.0000000000000007E-2,0.08,0.1,0.08,0.08,0.33,0,7.0000000000000007E-2,0.09,7.0000000000000007E-2,0.15,0.08,0.08,"*0%","*9%",0,0,0,"*9%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ln",null,"n",null,"n","n",null,"n",null,"ln",null,"ln",null,null,"f",null,null,"f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Don't know",1,0,1,0,0,0,1,0,1,0,0,0,0,1,0,1,0,1,0,1,0,0,1,1,0,1,0,1,0,1,0,1,0,1,0,1,0,1,0,1,0,1,0,0,1,1,0,0,1,0,1,0,1,1,0,0,0,0,1,0,0,1,0,1,0,0,0,1,0]
[null,"*%",0,0.01,0,0,0,0.01,0,0.01,0,0,0,0,0.01,0,0.01,0,0.01,0,0.01,0,0,"*%","*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,"*%",0,0,"*%","*1%","*0%",0,"*%",0,"*%",0,"*%","*%",0,0,0,0,"*%",0,0,"*%",0,"*%",0,0,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"d"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 88"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"93","index":90,"n_rows":36,"n_cols":70,"rows_kept":36,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 93/ 1"]
[]
["A27 How much do you know about what apprentices do?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Know almost nothing",141,41,35,46,19,64,77,31,45,25,21,8,11,39,102,29,112,33,108,35,106,66,75,102,39,109,32,118,23,127,14,129,12,96,45,87,54,127,14,133,8,101,40,48,93,34,107,22,119,14,127,17,124,137,2,0,2,37,98,6,25,116,23,116,12,5,4,116,2]
[null,0.14000000000000001,"*18%",0.11,0.14000000000000001,0.13,0.14000000000000001,0.14000000000000001,0.12,0.15,0.17,0.11,0.12,0.14000000000000001,0.11,0.15,"*9%","*16%",0.11,0.15,0.12,0.14000000000000001,"*18%","*11%",0.14000000000000001,0.14000000000000001,0.14000000000000001,0.13,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.17,0.15,0.12,0.14000000000000001,0.13,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.19,0.15,0.11,"*17%","*12%",0.17,0.13,0.13,0.14000000000000001,0.11,0.14000000000000001,0.16,0.14000000000000001,0.14000000000000001,0.5,0,0.05,"*9%","*17%",0.21,"*9%","*16%","*21%",0.13,0.2,0.22,0.22,0.13,0.22]
[null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,"cj",null,"acj",null,"c",null,"c","acegj",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,"a","b"]
["2 - Know a little",336,77,126,91,42,147,189,90,113,36,55,21,21,120,216,111,225,97,239,90,246,117,219,243,93,247,89,286,50,303,33,318,18,205,131,201,135,306,30,325,11,217,119,86,250,65,271,58,278,46,290,30,306,317,1,6,12,144,185,7,74,262,31,295,18,6,4,295,3]
[null,0.33,0.34,"*40%","*27%",0.28000000000000003,0.32,0.34,0.36,"*39%","*25%",0.28999999999999998,0.31,0.26,0.34,0.32,0.36,0.31,0.34,0.33,0.32,0.33,0.32,0.33,0.33,0.32,0.32,0.35,0.33,0.31,0.33,0.33,0.33,0.25,0.32,0.35,0.33,0.32,0.33,0.3,0.33,0.26,0.32,0.34,0.31,0.33,0.32,0.33,0.35,0.33,0.37,0.32,0.28999999999999998,0.33,0.33,0.25,0.32,0.28000000000000003,0.35,0.32,0.24,"*26%","*35%",0.28000000000000003,0.33,0.31,0.26,0.22,0.33,0.33]
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["3 - Know something",372,74,113,125,60,177,195,94,93,58,67,25,35,141,231,119,253,112,260,110,262,128,244,270,102,284,88,315,57,335,37,344,28,227,145,206,166,338,34,356,16,231,141,105,267,73,299,57,315,44,328,32,340,344,1,10,17,145,212,15,115,257,37,320,23,6,4,320,4]
[null,0.36,0.33,0.36,0.38,0.4,0.38,0.35,0.38,0.32,0.4,0.36,0.37,0.43,0.39,0.35,0.39,0.35,0.39,0.35,0.39,0.35,0.35,0.37,0.37,0.36,0.37,0.34,0.37,0.35,0.36,0.37,0.36,0.39,0.35,0.39,0.34,0.39,0.37,0.34,0.36,0.38,0.34,0.4,0.38,0.36,0.35,0.37,0.34,0.37,0.36,0.36,0.3,0.37,0.36,0.25,0.53,0.4,0.35,0.36,0.52,0.41,0.35,0.34,0.36,0.39,0.26,0.22,0.36,0.44]
["4 - Know quite a lot",146,29,36,58,23,56,90,29,36,16,42,11,12,52,94,43,103,42,104,42,104,48,98,100,46,105,41,120,26,133,13,135,11,101,45,91,55,127,19,142,4,103,43,31,115,29,117,26,120,17,129,21,125,134,0,2,10,70,76,0,57,89,16,126,5,5,6,126,0]
[null,0.14000000000000001,0.13,0.11,"*17%",0.15,0.12,0.16,0.12,0.12,0.11,"*22%",0.16,0.15,0.15,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.15,0.14000000000000001,0.15,0.14000000000000001,0.13,0.15,0.14000000000000001,0.16,0.14000000000000001,0.16,0.14000000000000001,0.16,0.14000000000000001,0.13,0.14000000000000001,0.15,0.16,0.12,0.15,0.13,0.14000000000000001,0.19,0.14000000000000001,0.1,0.15,0.12,0.11,0.15,0.14000000000000001,0.14000000000000001,0.15,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.2,0.14000000000000001,0.14000000000000001,0,0.11,0.23,"*17%",0.13,0,"*20%","*12%",0.15,0.14000000000000001,0.08,0.22,0.33,0.14000000000000001,0]
[null,null,null,null,"b",null,null,null,null,null,null,"abc",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,null,null,null,null,null,"b"]
["5 - Know a lot",28,3,8,12,5,18,10,6,5,9,3,3,2,5,23,5,23,4,24,4,24,5,23,21,7,22,6,22,6,25,3,25,3,18,10,17,11,24,4,25,3,19,9,5,23,5,23,5,23,2,26,5,23,25,0,1,2,15,12,1,10,18,2,26,1,1,0,26,0]
[null,0.03,0.01,0.03,0.04,0.03,"*4%","*2%",0.02,0.02,"*6%",0.02,0.04,0.02,0.01,0.03,0.02,0.03,0.01,0.03,0.01,0.03,"*1%","*3%",0.03,0.02,0.03,0.02,0.03,0.04,0.03,0.03,0.03,0.04,0.03,0.03,0.03,0.03,0.03,0.04,0.03,7.0000000000000007E-2,0.03,0.03,0.02,0.03,0.02,0.03,0.03,0.03,0.02,0.03,0.05,0.03,0.03,0,0.05,0.05,0.04,0.02,0.03,0.04,0.02,0.02,0.03,0.02,0.04,0,0.03,0]
[null,null,null,null,null,null,"b",null,null,null,"bd",null,null,null,null,null,null,null,null,null,null,null,null,"i"]
["KNOW A LOT",174,32,44,70,28,74,100,35,41,25,45,14,14,57,117,48,126,46,128,46,128,53,121,121,53,127,47,142,32,158,16,160,14,119,55,108,66,151,23,167,7,122,52,36,138,34,140,31,143,19,155,26,148,159,0,3,12,85,88,1,67,107,18,152,6,6,6,152,0]
[null,0.17,0.14000000000000001,0.14000000000000001,"*21%",0.19,0.16,0.18,0.14000000000000001,0.14000000000000001,0.17,"*24%",0.21,0.17,0.16,0.18,0.16,0.18,0.16,0.17,0.16,0.17,0.15,0.18,0.16,0.18,0.17,0.18,0.16,0.2,0.17,0.16,0.17,0.19,0.18,0.15,0.18,0.16,0.16,0.23,0.17,0.17,0.18,0.15,"*13%","*18%",0.17,0.17,0.18,0.17,0.15,0.17,"*25%","*16%",0.17,0,0.16,0.28000000000000003,"*21%",0.15,0.03,"*24%","*14%",0.17,0.17,0.1,0.26,0.33,0.17,0]
[null,null,null,null,"ab",null,null,null,null,null,null,"ab",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,null,null,null,"afj",null,null,null,null,null,"b",null,null,"b"]
["DON'T KNOW A LOT",477,118,161,137,61,211,266,121,158,61,76,29,32,159,318,140,337,130,347,125,352,183,294,345,132,356,121,404,73,430,47,447,30,301,176,288,189,433,44,458,19,318,159,134,343,99,378,80,397,60,417,47,430,454,3,6,14,181,283,13,99,378,54,411,30,11,8,411,5]
[null,0.47,"*53%",0.51,"*41%",0.41,0.46,0.47,0.48,"*54%",0.42,0.4,0.43,0.4,0.45,0.48,0.46,0.47,0.45,0.47,0.44,0.47,0.5,0.45,0.47,0.46,0.46,0.47,0.47,0.45,0.47,0.47,0.47,0.42,0.47,0.47,0.48,0.45,0.47,0.44,0.47,0.45,0.47,0.45,0.49,0.46,0.48,0.46,0.48,0.46,0.49,0.46,0.45,0.47,"*47%",0.75,0.32,0.33,0.44,0.49,0.45,"*35%","*51%",0.5,0.47,0.51,0.48,0.44,0.47,0.56000000000000005]
[null,null,"cd","c",null,null,null,null,null,"cdf",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 89"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"94","index":91,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 94/ 1"]
[]
["A28 How much do you know about the different types of apprenticeship that are available?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Know almost nothing",328,77,107,101,43,138,190,72,112,45,56,21,22,108,220,100,228,85,243,91,237,129,199,240,88,248,80,281,47,291,37,307,21,213,115,199,129,301,27,314,14,224,104,93,235,80,248,49,279,44,284,34,294,320,2,2,4,116,202,10,64,264,38,284,20,6,7,284,5]
[null,0.32,0.34,0.34,0.3,0.28999999999999998,0.3,0.34,0.28999999999999998,"*38%",0.31,0.3,0.31,0.27,0.3,0.33,0.33,0.32,0.3,0.33,0.32,0.32,0.35,0.3,0.33,0.31,0.32,0.31,0.33,0.28999999999999998,0.32,0.37,0.32,0.28999999999999998,0.33,0.31,0.33,0.31,0.33,0.27,0.32,0.33,0.33,0.3,0.34,0.31,"*39%","*30%",0.28999999999999998,0.33,0.36,0.32,0.32,0.32,"*33%",0.5,0.11,"*9%","*28%","*35%",0.34,"*23%","*36%",0.35,0.32,0.34,0.26,0.39,0.32,0.56000000000000005]
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["2 - Know a little",318,74,116,87,41,150,168,95,95,37,50,18,23,123,195,99,219,100,218,85,233,108,210,234,84,241,77,265,53,290,28,294,24,203,115,190,128,287,31,307,11,210,108,78,240,53,265,60,258,39,279,25,293,291,2,7,18,127,181,10,85,233,33,274,20,9,2,274,2]
[null,0.31,0.33,"*36%","*26%",0.28000000000000003,0.32,0.3,"*38%",0.33,0.26,0.27,0.26,0.28000000000000003,0.34,0.28999999999999998,0.32,0.31,0.35,0.3,0.3,0.31,0.3,0.32,0.32,0.28999999999999998,0.31,0.3,0.31,0.33,0.31,0.28000000000000003,0.31,0.33,0.31,0.31,0.32,0.3,0.31,0.31,0.31,0.26,0.31,0.31,0.28000000000000003,0.32,0.26,0.32,0.36,0.3,0.32,0.31,0.24,0.32,0.3,0.5,0.37,0.42,0.31,0.31,0.34,0.3,0.31,0.3,0.31,0.34,0.39,0.11,0.31,0.22]
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["3 - Know something",283,60,69,106,48,133,150,65,64,47,59,21,27,105,178,87,196,80,203,80,203,99,184,204,79,216,67,242,41,258,25,265,18,170,113,154,129,256,27,270,13,175,108,85,198,54,229,41,242,33,250,29,254,263,0,9,11,123,151,9,97,186,30,244,16,4,8,244,2]
[null,0.28000000000000003,0.27,"*22%","*32%",0.32,0.28999999999999998,0.27,0.26,"*22%",0.33,0.31,0.31,0.33,0.28999999999999998,0.27,0.28000000000000003,0.27,0.28000000000000003,0.28000000000000003,0.28000000000000003,0.27,0.27,0.28000000000000003,0.28000000000000003,0.28000000000000003,0.28000000000000003,0.26,0.28000000000000003,0.25,0.28000000000000003,0.25,0.28000000000000003,0.25,0.26,0.3,0.26,0.31,0.28000000000000003,0.27,0.28000000000000003,0.31,0.26,0.31,0.31,0.26,0.26,0.28000000000000003,0.24,0.28000000000000003,0.27,0.28000000000000003,0.28000000000000003,0.28000000000000003,0.27,0,0.47,0.26,0.3,0.26,0.31,"*35%","*25%",0.28000000000000003,0.28000000000000003,0.27,0.17,0.44,0.28000000000000003,0.22]
[null,null,null,null,"b","b",null,null,null,null,"b","b",null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["4 - Know quite a lot",82,12,23,30,17,32,50,15,20,9,21,8,9,19,63,19,63,22,60,23,59,27,55,52,30,53,29,64,18,73,9,74,8,51,31,49,33,68,14,79,3,52,30,17,65,16,66,15,67,6,76,16,66,73,0,1,8,39,43,0,26,56,8,69,3,4,1,69,0]
[null,0.08,0.05,7.0000000000000007E-2,0.09,0.11,7.0000000000000007E-2,0.09,0.06,7.0000000000000007E-2,0.06,0.11,0.12,0.11,"*5%","*9%",0.06,0.09,0.08,0.08,0.08,0.08,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.1,"*7%","*11%",7.0000000000000007E-2,0.11,0.08,0.09,0.08,0.11,0.08,0.08,0.08,0.08,"*7%","*14%",0.08,7.0000000000000007E-2,0.08,0.09,0.06,0.09,0.08,0.08,0.09,0.08,0.05,0.08,"*15%","*7%",0.08,0,0.05,"*19%",0.09,7.0000000000000007E-2,0,0.09,0.08,7.0000000000000007E-2,0.08,0.05,0.17,0.06,0.08,0]
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["5 - Know a lot",12,1,3,8,0,9,3,3,1,6,2,0,0,2,10,2,10,1,11,2,10,1,11,6,6,9,3,9,3,11,1,11,1,10,2,10,2,10,2,11,1,10,2,2,10,3,9,3,9,1,11,1,11,10,0,0,2,6,6,0,9,3,0,12,0,0,0,12,0]
[null,0.01,"*%",0.01,"*2%",0,"*2%","*1%",0.01,"*%","*4%",0.01,0,0,0.01,0.02,0.01,0.01,"*%",0.01,0.01,0.01,"**%","*2%",0.01,0.02,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.02,0.01,0.02,"*%",0.01,0.02,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0,0,"*5%",0.01,0.01,0,"*3%","**%",0,0.01,0,0,0,0.01,0]
[null,null,null,null,null,null,"b",null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,"i",null,"n",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,"b"]
["KNOW A LOT",94,13,26,38,17,41,53,18,21,15,23,8,9,21,73,21,73,23,71,25,69,28,66,58,36,62,32,73,21,84,10,85,9,61,33,59,35,78,16,90,4,62,32,19,75,19,75,18,76,7,87,17,77,83,0,1,10,45,49,0,35,59,8,81,3,4,1,81,0]
[null,0.09,"*6%",0.08,0.11,0.11,0.09,0.09,7.0000000000000007E-2,7.0000000000000007E-2,0.1,0.12,0.12,0.11,"*6%","*11%",7.0000000000000007E-2,0.1,0.08,0.1,0.09,0.09,0.08,0.1,"*8%","*13%","*8%","*13%",0.08,0.13,0.09,0.1,0.09,0.13,0.09,0.09,0.1,0.08,"*8%","*16%",0.09,0.1,0.09,0.09,7.0000000000000007E-2,0.1,0.09,0.09,0.11,0.09,0.06,0.1,"*16%","*8%","*9%",0,0.05,"*23%",0.11,0.08,0,"*12%","*8%",7.0000000000000007E-2,0.09,0.05,0.17,0.06,0.09,0]
[null,null,null,null,"a",null,null,null,null,null,null,null,null,null,null,"ac",null,"a",null,"a",null,null,null,"a",null,"ace",null,"ac",null,"ac",null,null,null,null,null,null,null,null,null,"ace",null,null,null,null,null,null,null,null,null,null,null,null,"adfghj",null,null,null,null,"a",null,null,null,"b"]
["DON'T KNOW A LOT",646,151,223,188,84,288,358,167,207,82,106,39,45,231,415,199,447,185,461,176,470,237,409,474,172,489,157,546,100,581,65,601,45,416,230,389,257,588,58,621,25,434,212,171,475,133,513,109,537,83,563,59,587,611,4,9,22,243,383,20,149,497,71,558,40,15,9,558,7]
[null,0.63,0.67,"*70%","*57%",0.56000000000000005,0.62,0.64,0.67,"*71%",0.56999999999999995,"*56%",0.56999999999999995,0.56000000000000005,0.65,0.62,0.65,0.62,0.64,0.63,0.63,0.63,0.65,0.62,0.64,0.6,0.64,0.61,0.63,0.62,0.63,0.65,0.63,0.63,0.64,0.61,0.65,0.61,0.64,0.56999999999999995,0.63,0.6,0.65,0.6,0.62,0.64,0.65,0.63,0.65,0.63,0.67,0.63,0.56000000000000005,0.64,0.64,1,0.47,0.51,"*59%",0.66,0.69,"*53%","*67%",0.65,0.63,0.68,0.65,0.5,0.63,0.78]
[null,null,"cd","cd",null,null,null,null,"d","cdef",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,"a"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 90"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"95","index":92,"n_rows":40,"n_cols":70,"rows_kept":40,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 95/ 1"]
[]
["A29. How desirable do you believe being an apprentice is for your pupils?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Not at all desirable",53,14,20,13,6,23,30,14,20,7,6,2,4,14,39,14,39,14,39,8,45,17,36,31,22,34,19,41,12,46,7,47,6,47,6,47,6,44,9,50,3,49,4,12,41,10,43,11,42,7,46,5,48,51,0,1,1,19,30,4,14,39,5,46,3,1,0,46,1]
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["2 - Slightly desirable",172,38,53,58,23,92,80,51,40,27,31,14,9,55,117,46,126,51,121,45,127,63,109,119,53,118,54,142,30,150,22,162,10,129,43,117,55,152,20,164,8,132,40,57,115,33,139,32,140,24,148,20,152,160,3,4,5,70,99,3,43,129,23,143,14,4,3,143,2]
[null,0.17,0.17,0.17,0.17,0.15,"*20%","*14%",0.2,0.14000000000000001,0.19,0.16,0.21,0.11,0.15,0.18,0.15,0.18,0.18,0.16,0.16,0.17,0.17,0.17,0.16,0.18,"*15%","*21%",0.16,0.19,0.16,0.22,0.17,0.14000000000000001,"*20%","*11%","*19%","*13%",0.16,0.2,0.17,0.19,"*20%","*11%","*21%","*15%",0.16,0.17,0.19,0.16,0.2,0.16,0.19,0.17,0.17,0.75,0.21,0.12,0.17,0.17,0.1,0.15,0.17,0.21,0.16,0.24,0.17,0.17,0.16,0.22]
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["3 - Somewhat desirable",303,72,98,89,44,138,165,84,86,36,53,18,26,119,184,96,207,80,223,76,227,108,195,228,75,237,66,253,50,278,25,280,23,182,121,163,140,275,28,292,11,191,112,83,220,56,247,48,255,37,266,26,277,287,0,6,10,119,171,13,76,227,37,262,21,11,3,262,2]
[null,0.3,0.32,0.31,0.27,0.3,0.3,0.28999999999999998,0.34,0.28999999999999998,0.25,0.28000000000000003,0.26,0.32,0.33,0.28000000000000003,0.31,0.28999999999999998,0.28000000000000003,0.3,0.27,0.31,0.3,0.3,0.31,0.26,0.31,0.26,0.28999999999999998,0.31,0.3,0.25,0.28999999999999998,0.32,0.28000000000000003,0.32,"*27%","*33%",0.3,0.28000000000000003,0.3,0.26,0.28000000000000003,0.32,0.3,0.28999999999999998,0.27,0.3,0.28999999999999998,0.3,0.3,0.3,0.25,0.3,0.3,0,0.32,0.23,0.28999999999999998,0.28999999999999998,0.45,0.27,0.31,0.34,0.3,0.36,0.48,0.17,0.3,0.22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdm"]
["4 - Quite desirable",345,75,101,124,45,148,197,76,100,56,68,16,29,118,227,107,238,98,247,108,237,123,222,248,97,256,89,296,49,311,34,324,21,202,143,192,153,311,34,333,12,210,135,90,255,72,273,58,287,47,298,34,311,324,0,5,16,140,197,8,106,239,27,304,14,4,7,304,2]
[null,0.34,0.33,0.32,0.37,0.3,0.32,0.35,0.3,0.34,0.39,0.36,0.24,0.36,0.33,0.34,0.35,0.33,0.34,0.34,0.38,0.32,0.34,0.34,0.34,0.34,0.33,0.35,0.34,0.3,0.34,0.34,0.34,0.28999999999999998,"*31%","*38%",0.32,0.36,0.34,0.34,0.34,0.28999999999999998,"*31%","*38%",0.33,0.34,0.35,0.33,0.35,0.34,0.38,0.33,0.32,0.34,0.34,0,0.26,0.37,0.34,0.34,0.28000000000000003,0.38,0.32,"*25%",0.34,0.24,0.17,0.39,0.34,0.22]
[null,null,null,null,null,null,null,null,null,null,"e",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"km",null,null,null,null,null,null,null,"e",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["5 - Very desirable",125,21,37,42,25,49,76,22,36,14,28,13,12,43,82,37,88,40,85,38,87,41,84,91,34,103,22,108,17,114,11,115,10,69,56,67,58,117,8,118,7,71,54,25,100,29,96,16,109,4,121,17,108,110,1,3,11,58,66,1,37,88,14,106,4,3,5,106,2]
[null,0.12,0.09,0.12,0.13,0.17,0.11,0.14000000000000001,0.09,0.12,0.1,0.15,0.19,0.15,0.12,0.12,0.12,0.12,0.14000000000000001,0.12,0.14000000000000001,0.12,0.11,0.13,0.12,0.12,"*13%","*9%",0.13,0.1,0.12,0.11,0.12,0.14000000000000001,"*11%","*15%",0.11,0.14000000000000001,0.13,0.08,0.12,0.17,"*11%","*15%",0.09,0.13,0.14000000000000001,0.12,0.1,0.13,"*3%","*13%",0.16,0.12,"*11%",0.25,0.16,"*26%",0.14000000000000001,0.11,0.03,0.13,0.12,0.13,0.12,7.0000000000000007E-2,0.13,0.28000000000000003,0.12,0.22]
[null,null,null,null,null,"a",null,null,null,null,null,"a","a",null,null,null,null,null,null,null,null,null,null,null,null,null,"d",null,null,null,null,null,null,null,null,"dk",null,"d",null,null,null,null,null,"e","g","g","g","g","g","g",null,"g","ag","g",null,null,null,"a"]
["Don't know",25,4,9,6,6,12,13,3,10,4,2,5,1,8,17,7,18,5,20,6,19,12,13,19,6,19,6,21,4,24,1,23,2,18,7,16,9,23,2,24,1,18,7,8,17,6,19,3,22,4,21,3,22,25,0,0,0,5,20,0,5,20,3,22,3,0,0,22,0]
[null,0.02,0.02,0.03,0.02,0.04,0.03,0.02,0.01,0.03,0.03,0.01,"*7%",0.01,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0.03,0.03,0.02,0.03,0.02,0.02,0.02,0.02,0.02,0.03,0.01,0.02,0.03,0.03,0.02,0.03,0.02,0.02,0.02,0.02,0.02,0.03,0.02,0.03,0.02,0.03,0.02,0.02,0.03,0.03,0.02,0.03,0.02,0.03,0,0,0,"*1%","*3%",0,0.02,0.03,0.03,0.02,0.05,0,0,0.02,0]
[null,null,null,null,null,null,null,null,null,null,null,null,"ad",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["DESIRABLE",470,96,138,166,70,197,273,98,136,70,96,29,41,161,309,144,326,138,332,146,324,164,306,339,131,359,111,404,66,425,45,439,31,271,199,259,211,428,42,451,19,281,189,115,355,101,369,74,396,51,419,51,419,434,1,8,27,198,263,9,143,327,41,410,18,7,12,410,4]
[null,0.46,0.43,0.43,0.5,0.47,0.43,0.49,"*39%",0.47,0.49,0.51,0.43,0.51,0.45,0.46,0.47,0.46,0.48,0.45,"*52%","*44%",0.45,0.46,0.46,0.46,0.47,0.43,0.47,0.41,0.46,0.45,0.46,0.43,"*42%","*53%","*43%","*50%",0.46,0.42,0.46,0.45,"*42%","*54%",0.42,0.47,0.49,0.45,0.44,0.46,0.41,0.47,0.49,0.46,0.45,0.25,0.42,"*63%",0.48,0.45,0.31,0.51,0.44,0.38,0.46,"*31%",0.3,0.67,0.46,0.44]
[null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,null,null,null,null,null,"h",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"adfgikm",null,"fkm",null,null,null,null,null,"abce",null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,null,null,null,null,null,null,null,"a"]
["UNDESIRABLE",225,52,73,71,29,115,110,65,60,34,37,16,13,69,156,60,165,65,160,53,172,80,145,150,75,152,73,183,42,196,29,209,16,176,49,164,61,196,29,214,11,181,44,69,156,43,182,43,182,31,194,25,200,211,3,5,6,89,129,7,57,168,28,189,17,5,3,189,3]
[null,0.22,0.23,0.23,0.21,0.19,"*25%","*20%",0.26,0.21,0.24,0.2,0.24,0.16,0.19,0.23,0.2,0.23,0.23,0.22,0.19,0.23,0.22,0.22,"*20%","*26%","*20%","*29%",0.21,0.26,0.21,0.28999999999999998,0.22,0.22,"*27%","*13%","*27%","*14%",0.21,0.28999999999999998,0.22,0.26,"*27%","*13%",0.25,0.21,0.21,0.22,0.26,0.21,0.25,0.22,0.24,0.22,0.22,0.75,0.26,0.14000000000000001,0.22,0.22,0.24,0.2,0.23,0.26,0.21,0.28999999999999998,0.22,0.17,0.21,0.33]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 91"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"96","index":93,"n_rows":25,"n_cols":70,"rows_kept":25,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 96/ 1"]
[]
["A30 Do you think people who work as apprentices are paid or unpaid?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Paid",956,201,295,321,139,433,523,229,267,140,181,64,75,336,620,291,665,276,680,266,690,341,615,683,273,712,244,807,149,864,92,888,68,613,343,571,385,864,92,916,40,635,321,259,697,191,765,158,798,113,843,96,860,892,4,18,42,389,542,25,266,690,91,837,51,16,16,837,8]
[null,0.93,"*90%",0.93,"*97%",0.93,0.94,0.93,0.92,0.91,"*97%",0.96,0.94,0.93,0.94,0.93,0.95,0.93,0.96,0.93,0.95,0.93,0.94,0.93,0.93,0.95,0.93,0.95,0.94,0.92,0.94,0.92,0.93,0.94,"*95%","*91%","*95%","*91%",0.94,0.91,0.93,0.95,"*95%","*91%",0.94,0.93,0.93,0.94,0.94,0.93,0.92,0.94,0.91,0.94,0.93,1,0.95,0.98,0.95,0.93,0.86,0.95,0.93,"*83%","*95%","*86%",0.7,0.89,"*95%",0.89]
[null,null,null,null,"ab",null,null,null,null,null,"ab","ab",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ln",null,"ln",null,null,null,null,null,"f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,"a"]
["Unpaid",11,4,5,1,1,5,6,5,4,0,1,0,1,6,5,5,6,3,8,4,7,1,10,9,2,10,1,9,2,11,0,9,2,7,4,6,5,10,1,11,0,7,4,1,10,4,7,1,10,3,8,1,10,11,0,0,0,4,6,1,4,7,4,7,0,4,0,7,0]
[null,0.01,0.02,0.02,"*%",0.01,0.01,0.01,0.02,0.01,0,0.01,0,0.01,0.02,0.01,0.02,0.01,0.01,0.01,0.01,0.01,"*%",0.02,0.01,0.01,0.01,"*%",0.01,0.01,0.01,0,0.01,0.03,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0,0.01,0.01,"*%",0.01,0.02,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0,0,0,0.01,0.01,0.03,0.01,0.01,"*4%","*1%",0,0.17,0,"*1%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Don't know",56,19,18,10,9,24,32,16,21,4,6,4,5,15,41,11,45,9,47,11,45,22,34,44,12,45,11,45,11,48,8,54,2,27,29,25,31,48,8,54,2,29,27,15,41,11,45,9,47,7,49,8,48,54,0,1,1,18,35,3,11,45,14,39,8,3,2,39,1]
[null,0.05,"*8%",0.06,"*3%",0.06,0.05,0.06,0.06,7.0000000000000007E-2,0.03,0.03,0.06,0.06,0.04,0.06,0.04,0.06,"*3%","*6%",0.04,0.06,0.06,0.05,0.06,0.04,0.06,0.04,0.05,7.0000000000000007E-2,0.05,0.08,0.06,0.03,"*4%","*8%","*4%","*7%",0.05,0.08,0.06,0.05,"*4%","*8%",0.05,0.05,0.05,0.06,0.05,0.05,0.06,0.05,0.08,0.05,0.06,0,0.05,0.02,0.04,0.06,0.1,0.04,0.06,"*13%","*4%","*14%",0.13,0.11,"*4%",0.11]
[null,null,"c",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"e",null,"e",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"km",null,"km",null,null,null,null,null,"e",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,"d"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 92"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"97","index":94,"n_rows":25,"n_cols":70,"rows_kept":25,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 97/ 1"]
[]
["A29A If your pupils were going to pursue a career in science , would you be most likely to recommend a vocational  or academic  route?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["A vocational route (e.g. apprenticeship/BTEC/NVQ/HND)",22,3,6,9,4,9,13,3,6,4,5,2,2,9,13,9,13,6,16,11,11,8,14,20,2,20,2,21,1,19,3,22,0,8,14,8,14,22,0,22,0,8,14,4,18,5,17,3,19,3,19,3,19,21,1,0,0,9,13,0,6,16,4,16,1,1,0,16,2]
[null,0.02,0.01,0.02,0.03,0.03,0.02,0.02,0.01,0.02,0.03,0.03,0.03,0.02,0.03,0.02,0.03,0.02,0.02,0.02,"*4%","*1%",0.02,0.02,"*3%","*1%",0.03,0.01,0.02,0.01,0.02,0.03,0.02,0,"*1%","*4%","*1%","*3%",0.02,0,0.02,0,"*1%","*4%",0.01,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0.25,0,0,0.02,0.02,0,0.02,0.02,0.04,0.02,0.02,0.04,0,0.02,0.22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"h",null,null,null,"b",null,null,null,null,null,null,null,null,null,null,"bdfkm",null,"bdkm",null,null,null,null,null,"be"]
["An academic route (i.e. university / higher education)",742,184,233,233,92,365,377,207,210,115,118,43,49,249,493,217,525,198,544,192,550,267,475,521,221,536,206,615,127,666,76,689,53,497,245,463,279,658,84,710,32,513,229,206,536,146,596,120,622,93,649,76,666,696,3,13,30,293,423,26,207,535,82,643,46,17,13,643,6]
[null,0.73,"*82%",0.73,0.7,"*62%","*79%","*67%","*83%",0.72,"*80%","*63%",0.63,"*60%",0.7,0.74,0.71,0.73,0.69,0.74,0.68,0.74,0.73,0.72,"*71%","*77%","*70%","*80%",0.71,0.78,0.72,0.76,0.72,0.74,"*77%","*65%","*77%","*66%","*71%","*83%",0.72,0.76,"*76%","*65%",0.75,0.72,0.71,0.73,0.71,0.73,0.76,0.72,0.72,0.73,0.73,0.75,0.68,0.7,0.71,0.73,0.9,0.74,0.72,0.75,0.73,0.78,0.74,0.72,0.73,0.67]
[null,null,"bcd","d",null,null,"b",null,"bdef","df","def",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"acln",null,"acegiln","l","cln","ln","l","ln",null,"acegln",null,"acegln",null,"f","acf","f",null,"af"]
["No preference",259,37,79,90,53,88,171,40,76,25,65,23,30,99,160,81,178,84,175,78,181,89,170,195,64,211,48,225,34,238,21,240,19,142,117,131,128,242,17,249,10,150,109,65,194,55,204,45,214,27,232,26,233,240,0,6,13,109,147,3,68,191,23,224,12,5,5,224,1]
[null,0.25,"*17%",0.25,0.27,"*36%","*19%","*30%","*16%",0.26,"*17%","*35%",0.34,"*37%",0.28000000000000003,0.24,0.26,0.25,0.28999999999999998,0.24,0.28000000000000003,0.24,0.24,0.26,0.26,0.22,"*28%","*19%",0.26,0.21,0.26,0.21,0.25,0.26,"*22%","*31%","*22%","*30%","*26%","*17%",0.25,0.24,"*22%","*31%",0.24,0.26,0.27,0.25,0.27,0.25,0.22,0.26,0.25,0.25,0.25,0,0.32,0.3,0.27,0.25,0.1,0.24,0.26,0.21,0.25,0.2,0.22,0.28000000000000003,0.25,0.11]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 93"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"98","index":95,"n_rows":30,"n_cols":63,"rows_kept":30,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 98/ 1"]
[]
["A29B Why would you recommend a vocational  route into science?"]
[]
["Base: Those who would recommend a vocational route into science"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,"Attended STEM careers activity in last 12 months",null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 14-16 - Yes","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Yes","No","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","White","Other"]
["Significance Level: 95%",null,"*a","*b","*c","*d","*a","*b","*a","*b","*c","*d","*e","*f","*a","*b","*c","*d","*e","*f","*g","*h","*i","*j","*a","*b","*c","*d","*e","*f","*g","*h","*i","*j","*k","*l","*m","*a","*b","*c","*d","*a","*b","*c","*d","*e","*f","*g","*h","*i","*j","*a","*b","*a","*b","*a","*b","*a","*b","*a","*b","*c","*d"]
["Total",22,3,6,9,4,9,13,3,6,4,5,2,2,9,13,9,13,6,16,11,11,8,14,20,2,20,2,21,1,19,3,22,8,14,8,14,22,22,8,14,4,18,5,17,3,19,3,19,3,19,21,1,9,13,6,16,4,16,1,1,16,2]
["It is a practical activity, that is well suited to on-the job learning",15,3,2,7,3,7,8,2,3,3,4,2,1,7,8,6,9,4,11,7,8,5,10,14,1,13,2,14,1,13,2,15,7,8,7,8,15,15,7,8,2,13,3,12,2,13,2,13,2,13,14,1,6,9,4,11,3,10,1,1,10,1]
[null,0.68,1,0.33,0.78,0.75,0.78,0.62,0.67,0.5,0.75,0.8,1,0.5,0.78,0.62,0.67,0.69,0.67,0.69,0.64,0.73,0.63,0.71,0.7,0.5,0.65,1,0.67,1,0.68,0.67,0.68,0.88,0.56999999999999995,0.88,0.56999999999999995,0.68,0.68,0.88,0.56999999999999995,0.5,0.72,0.6,0.71,0.67,0.68,0.67,0.68,0.67,0.68,0.67,1,0.67,0.69,0.67,0.69,0.75,0.63,1,1,0.63,0.5]
["My pupils prefer to learn by doing things rather than being in a classroom",14,1,5,6,2,5,9,2,4,2,4,1,1,8,6,6,8,6,8,10,4,5,9,12,2,12,2,13,1,13,1,14,5,9,5,9,14,14,5,9,1,13,5,9,3,11,2,12,1,13,14,0,6,8,2,12,4,9,1,1,9,2]
[null,0.64,0.33,0.83,0.67,0.5,0.56000000000000005,0.69,0.67,0.67,0.5,0.8,0.5,0.5,0.89,0.46,0.67,0.62,1,0.5,0.91,0.36,0.63,0.64,0.6,1,0.6,1,0.62,1,0.68,0.33,0.64,0.63,0.64,0.63,0.64,0.64,0.64,0.63,0.64,0.25,0.72,1,0.53,1,0.57999999999999996,0.67,0.63,0.33,0.68,0.67,0,0.67,0.62,0.33,0.75,1,0.56000000000000005,1,1,0.56000000000000005,1]
["I am not sure my pupils would get into university",10,1,4,3,2,2,8,1,4,0,3,1,1,6,4,6,4,4,6,8,2,4,6,10,0,10,0,10,0,9,1,10,2,8,2,8,10,10,2,8,0,10,3,7,2,8,2,8,1,9,10,0,5,5,2,8,2,7,1,0,7,1]
[null,0.45,0.33,0.67,0.33,0.5,0.22,0.62,0.33,0.67,0,0.6,0.5,0.5,0.67,0.31,0.67,0.31,0.67,0.38,0.73,0.18,0.5,0.43,0.5,0,0.5,0,0.48,0,0.47,0.33,0.45,0.25,0.56999999999999995,0.25,0.56999999999999995,0.45,0.45,0.25,0.56999999999999995,0,0.56000000000000005,0.6,0.41,0.67,0.42,0.67,0.42,0.33,0.47,0.48,0,0.56000000000000005,0.38,0.33,0.5,0.5,0.44,1,0,0.44,0.5]
["So they could start earning money straight away",8,2,2,2,2,5,3,2,2,1,1,2,0,4,4,5,3,3,5,4,4,2,6,8,0,8,0,8,0,6,2,8,3,5,3,5,8,8,3,5,1,7,2,6,1,7,3,5,2,6,8,0,2,6,2,6,3,4,1,1,4,1]
[null,0.36,0.67,0.33,0.22,0.5,0.56000000000000005,0.23,0.67,0.33,0.25,0.2,1,0,0.44,0.31,0.56000000000000005,0.23,0.5,0.31,0.36,0.36,0.25,0.43,0.4,0,0.4,0,0.38,0,0.32,0.67,0.36,0.38,0.36,0.38,0.36,0.36,0.36,0.38,0.36,0.25,0.39,0.4,0.35,0.33,0.37,1,0.26,0.67,0.32,0.38,0,0.22,0.46,0.33,0.38,0.75,0.25,1,1,0.25,0.5]
["They would be more likely to get a job",7,1,2,2,2,5,2,2,1,1,1,2,0,2,5,4,3,1,6,2,5,2,5,7,0,7,0,7,0,5,2,7,1,6,1,6,7,7,1,6,2,5,1,6,0,7,1,6,3,4,7,0,3,4,3,4,2,4,0,1,4,1]
[null,0.32,0.33,0.33,0.22,0.5,0.56000000000000005,0.15,0.67,0.17,0.25,0.2,1,0,0.22,0.38,0.44,0.23,0.17,0.38,0.18,0.45,0.25,0.36,0.35,0,0.35,0,0.33,0,0.26,0.67,0.32,0.13,0.43,0.13,0.43,0.32,0.32,0.13,0.43,0.5,0.28000000000000003,0.2,0.35,0,0.37,0.33,0.32,1,0.21,0.33,0,0.33,0.31,0.5,0.25,0.5,0.25,0,1,0.25,0.5]
["So they can avoid high student fees / debt",6,1,2,1,2,5,1,2,1,1,0,2,0,2,4,4,2,1,5,2,4,1,5,6,0,6,0,6,0,5,1,6,2,4,2,4,6,6,2,4,1,5,1,5,0,6,1,5,2,4,6,0,3,3,2,4,2,3,0,1,3,1]
[null,0.27,0.33,0.33,0.11,0.5,0.56000000000000005,0.08,0.67,0.17,0.25,0,1,0,0.22,0.31,0.44,0.15,0.17,0.31,0.18,0.36,0.13,0.36,0.3,0,0.3,0,0.28999999999999998,0,0.26,0.33,0.27,0.25,0.28999999999999998,0.25,0.28999999999999998,0.27,0.27,0.25,0.28999999999999998,0.25,0.28000000000000003,0.2,0.28999999999999998,0,0.32,0.33,0.26,0.67,0.21,0.28999999999999998,0,0.33,0.23,0.33,0.25,0.5,0.19,0,1,0.19,0.5]
["My pupils have never considered going to university",2,0,1,1,0,1,1,1,0,0,1,0,0,2,0,2,0,2,0,2,0,0,2,2,0,2,0,2,0,2,0,2,0,2,0,2,2,2,0,2,0,2,1,1,1,1,0,2,0,2,2,0,1,1,1,1,1,1,0,0,1,1]
[null,0.09,0,0.17,0.11,0,0.11,0.08,0.33,0,0,0.2,0,0,0.22,0,0.22,0,0.33,0,0.18,0,0,0.14000000000000001,0.1,0,0.1,0,0.1,0,0.11,0,0.09,0,0.14000000000000001,0,0.14000000000000001,0.09,0.09,0,0.14000000000000001,0,0.11,0.2,0.06,0.33,0.05,0,0.11,0,0.11,0.1,0,0.11,0.08,0.17,0.06,0.25,0.06,0,0,0.06,0.5]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m - a,b,c,d - a,b,c,d,e,f,g,h,i,j - a,b - a,b - a,b - a,b - a,b,c,d"]
["Page 94"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

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[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 99/ 1"]
[]
["A29C Why would you recommend an academic route into science?"]
[]
["Base: Those who would recommend an academic / Higher education route into science"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",742,184,233,233,92,365,377,207,210,115,118,43,49,249,493,217,525,198,544,192,550,267,475,521,221,536,206,615,127,666,76,689,53,497,245,463,279,658,84,710,32,513,229,206,536,146,596,120,622,93,649,76,666,696,3,13,30,293,423,26,207,535,82,643,46,17,13,643,6]
["Keep career options more open by doing a degree",493,118,137,168,70,245,248,128,127,83,85,34,36,182,311,154,339,136,357,132,361,170,323,338,155,350,143,402,91,437,56,461,32,344,149,318,175,435,58,472,21,355,138,135,358,100,393,87,406,67,426,48,445,466,2,6,19,204,275,14,137,356,48,433,27,10,10,433,1]
[null,0.66,0.64,"*59%","*72%","*76%",0.67,0.66,0.62,"*60%",0.72,0.72,0.79,0.73,"*73%","*63%",0.71,0.65,0.69,0.66,0.69,0.66,0.64,0.68,0.65,0.7,0.65,0.69,0.65,0.72,0.66,0.74,0.67,0.6,"*69%","*61%",0.69,0.63,0.66,0.69,0.66,0.66,"*69%","*60%",0.66,0.67,0.68,0.66,0.73,0.65,0.72,0.66,0.63,0.67,0.67,0.67,0.46,0.63,0.7,0.65,0.54,0.66,0.67,0.59,0.67,0.59,0.59,0.77,0.67,0.17]
[null,null,null,null,"b","ab",null,null,null,null,"b","b","ab",null,"bdfhi",null,"b",null,null,null,null,null,null,null,null,"l",null,null,null,"l",null,"l",null,null,"l",null,"l",null,null,null,null,null,"f"]
["It is a specialist activity that needs degree-level learning",399,114,128,109,48,197,202,113,129,59,50,25,23,142,257,118,281,114,285,113,286,138,261,286,113,299,100,342,57,361,38,370,29,256,143,239,160,364,35,384,15,262,137,101,298,82,317,62,337,48,351,41,358,372,0,7,20,147,234,18,108,291,40,352,20,6,8,352,6]
[null,0.54,"*62%",0.55000000000000004,"*47%",0.52,0.54,0.54,0.55000000000000004,"*61%",0.51,"*42%",0.57999999999999996,0.47,0.56999999999999995,0.52,0.54,0.54,0.57999999999999996,0.52,0.59,0.52,0.52,0.55000000000000004,0.55000000000000004,0.51,0.56000000000000005,0.49,"*56%","*45%",0.54,0.5,0.54,0.55000000000000004,0.52,0.57999999999999996,0.52,0.56999999999999995,"*55%","*42%",0.54,0.47,"*51%","*60%",0.49,0.56000000000000005,0.56000000000000005,0.53,0.52,0.54,0.52,0.54,0.54,0.54,0.53,0,0.54,0.67,0.5,0.55000000000000004,0.69,0.52,0.54,0.49,0.55000000000000004,0.43,0.35,0.62,0.55000000000000004,1]
[null,null,"c",null,null,null,null,null,"d","d",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"f",null,"f",null,"f",null,null,null,null,null,null,"df",null,"f","b",null,"b",null,null,"be"]
["Might need a degree to get promoted / progress",350,81,94,126,49,177,173,95,80,60,66,22,27,119,231,107,243,96,254,84,266,124,226,236,114,251,99,287,63,315,35,325,25,247,103,229,121,308,42,334,16,252,98,98,252,68,282,66,284,51,299,34,316,328,1,4,17,141,194,15,92,258,34,309,20,5,8,309,1]
[null,0.47,0.44,"*40%","*54%",0.53,0.48,0.46,0.46,"*38%",0.52,"*56%",0.51,0.55000000000000004,0.48,0.47,0.49,0.46,0.48,0.47,0.44,0.48,0.46,0.48,0.45,0.52,0.47,0.48,0.47,0.5,0.47,0.46,0.47,0.47,"*50%","*42%",0.49,0.43,0.47,0.5,0.47,0.5,0.49,0.43,0.48,0.47,0.47,0.47,0.55000000000000004,0.46,0.55000000000000004,0.46,0.45,0.47,0.47,0.33,0.31,0.56999999999999995,0.48,0.46,0.57999999999999996,0.44,0.48,0.41,0.48,0.43,0.28999999999999998,0.62,0.48,0.17]
[null,null,null,null,"ab","b",null,null,null,null,"b","b",null,"b",null,null,null,null,null,null,null,null,null,null,null,"l",null,null,null,null,null,null,null,null,"l"]
["A degree is a more impressive qualification for employers",284,76,79,88,41,141,143,73,82,51,37,17,24,91,193,82,202,71,213,64,220,112,172,204,80,206,78,241,43,261,23,265,19,193,91,176,108,259,25,275,9,197,87,97,187,52,232,42,242,41,243,30,254,267,1,3,13,103,168,13,73,211,40,239,23,8,7,239,2]
[null,0.38,0.41,0.34,0.38,0.45,0.39,0.38,0.35,0.39,0.44,0.31,0.4,0.49,0.37,0.39,0.38,0.38,0.36,0.39,0.33,0.4,0.42,0.36,0.39,0.36,0.38,0.38,0.39,0.34,0.39,0.3,0.38,0.36,0.39,0.37,0.38,0.39,0.39,0.3,0.39,0.28000000000000003,0.38,0.38,"*47%","*35%",0.36,0.39,0.35,0.39,0.44,0.37,0.39,0.38,0.38,0.33,0.23,0.43,0.35,0.4,0.5,0.35,0.39,"*49%",0.37,0.5,0.47,0.54,0.37,0.33]
[null,null,null,null,null,null,null,null,null,null,"d",null,null,"d",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bcdefhj",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Going to university would be better for personal development",273,55,88,93,37,151,122,78,65,55,38,18,19,91,182,85,188,63,210,74,199,96,177,185,88,188,85,226,47,242,31,253,20,203,70,190,83,238,35,259,14,210,63,75,198,65,208,40,233,47,226,28,245,257,0,6,10,113,147,13,81,192,30,237,16,5,7,237,2]
[null,0.37,"*30%",0.38,0.4,0.4,"*41%","*32%",0.38,"*31%","*48%",0.32,0.42,0.39,0.37,0.37,0.39,0.36,0.32,0.39,0.39,0.36,0.36,0.37,0.36,0.4,0.35,0.41,0.37,0.37,0.36,0.41,0.37,0.38,"*41%","*29%","*41%","*30%",0.36,0.42,0.36,0.44,"*41%","*28%",0.36,0.37,"*45%","*35%",0.33,0.37,"*51%","*35%",0.37,0.37,0.37,0,0.46,0.33,0.39,0.35,0.5,0.39,0.36,0.37,0.37,0.35,0.28999999999999998,0.54,0.37,0.33]
[null,null,null,null,"a",null,"b",null,null,null,"bd",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ln",null,"ln","ln",null,"l","l","ln",null,"ln",null,"ln",null,"f","f","f",null,"f",null,null,null,"dh",null,null,null,"abdefhj"]
["Because you need a degree to get a job in science",123,31,41,34,17,62,61,38,34,14,20,10,7,46,77,37,86,34,89,30,93,38,85,85,38,87,36,110,13,115,8,115,8,90,33,77,46,114,9,118,5,91,32,32,91,28,95,22,101,15,108,8,115,116,0,1,6,44,76,3,32,91,10,112,5,1,3,112,1]
[null,0.17,0.17,0.18,0.15,0.18,0.17,0.16,0.18,0.16,0.12,0.17,0.23,0.14000000000000001,0.18,0.16,0.17,0.16,0.17,0.16,0.16,0.17,0.14000000000000001,0.18,0.16,0.17,0.16,0.17,"*18%","*10%",0.17,0.11,0.17,0.15,0.18,0.13,0.17,0.16,0.17,0.11,0.17,0.16,0.18,0.14000000000000001,0.16,0.17,0.19,0.16,0.18,0.16,0.16,0.17,0.11,0.17,0.17,0,0.08,0.2,0.15,0.18,0.12,0.15,0.17,0.12,0.17,0.11,0.06,0.23,0.17,0.17]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"f",null,"f",null,null,null,"f"]
["A vocational qualification or apprenticeship is not prestigious",59,21,11,19,8,40,19,21,11,14,5,5,3,18,41,21,38,13,46,14,45,18,41,39,20,43,16,53,6,55,4,55,4,40,19,39,20,56,3,56,3,41,18,16,43,9,50,8,51,8,51,5,54,57,0,0,2,20,37,2,25,34,8,51,5,1,1,51,1]
[null,0.08,"*11%","*5%",0.08,0.09,"*11%","*5%",0.1,0.05,0.12,0.04,0.12,0.06,7.0000000000000007E-2,0.08,0.1,7.0000000000000007E-2,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.09,7.0000000000000007E-2,0.09,0.08,0.08,0.09,0.05,0.08,0.05,0.08,0.08,0.08,0.08,0.08,7.0000000000000007E-2,0.09,0.04,0.08,0.09,0.08,0.08,0.08,0.08,0.06,0.08,7.0000000000000007E-2,0.08,0.09,0.08,7.0000000000000007E-2,0.08,0.08,0,0,7.0000000000000007E-2,7.0000000000000007E-2,0.09,0.08,"*12%","*6%",0.1,0.08,0.11,0.06,0.08,0.08,0.17]
[null,null,"b",null,null,null,"b",null,null,null,"bd",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Other",24,3,7,9,5,9,15,3,7,4,5,2,3,6,18,8,16,6,18,6,18,8,16,14,10,15,9,18,6,22,2,24,0,21,3,21,3,20,4,24,0,21,3,7,17,5,19,5,19,2,22,2,22,23,1,0,0,9,15,0,7,17,1,23,1,0,0,23,0]
[null,0.03,0.02,0.03,0.04,0.05,0.02,0.04,0.01,0.03,0.03,0.04,0.05,0.06,0.02,0.04,0.04,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.05,0.03,0.04,0.03,0.05,0.03,0.03,0.03,0,"*4%","*1%","*5%","*1%",0.03,0.05,0.03,0,"*4%","*1%",0.03,0.03,0.03,0.03,0.04,0.03,0.02,0.03,0.03,0.03,0.03,0.33,0,0,0.03,0.04,0,0.03,0.03,0.01,0.04,0.02,0,0,0.04,0]
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["Don't know",9,3,5,1,0,5,4,4,4,1,0,0,0,2,7,1,8,0,9,1,8,3,6,8,1,8,1,8,1,8,1,7,2,5,4,5,4,8,1,8,1,5,4,3,6,2,7,1,8,0,9,3,6,9,0,0,0,4,5,0,2,7,1,8,0,0,1,8,0]
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[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bd",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"j"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 95"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"100","index":97,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 100/ 1"]
[]
["A31-1 How much do you agree or disagree with the following statements? - My pupils know what to do next in order to become a scientist"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Disagree a lot",34,13,12,6,3,15,19,8,17,4,2,3,0,7,27,7,27,5,29,5,29,17,17,31,3,29,5,33,1,29,5,31,3,21,13,17,17,33,1,32,2,21,13,15,19,3,31,1,33,5,29,3,31,33,0,0,1,9,24,1,5,29,6,27,2,2,2,27,0]
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["2 - Disagree a little",141,40,37,45,19,60,81,31,46,21,24,8,11,48,93,32,109,28,113,36,105,67,74,115,26,124,17,123,18,127,14,133,8,68,73,60,81,135,6,139,2,71,70,43,98,27,114,14,127,12,129,15,126,127,0,6,8,52,85,4,28,113,25,114,15,5,3,114,2]
[null,0.14000000000000001,"*18%",0.12,0.14000000000000001,0.13,0.13,0.14000000000000001,0.12,0.16,0.15,0.13,0.12,0.14000000000000001,0.13,0.14000000000000001,"*10%","*15%","*10%","*15%",0.13,0.14000000000000001,"*18%","*11%","*16%","*9%","*16%","*7%",0.14000000000000001,0.11,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.11,"*11%","*19%","*10%","*19%","*15%","*6%",0.14000000000000001,0.05,"*11%","*20%",0.16,0.13,0.13,0.14000000000000001,"*8%","*15%",0.1,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.13,0,0.32,0.19,0.13,0.15,0.14000000000000001,"*10%","*15%","*23%","*13%","*25%",0.22,0.17,"*13%",0.22]
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["3 - Neither",233,62,69,64,38,112,121,66,65,28,36,18,20,56,177,46,187,40,193,44,189,93,140,181,52,188,45,202,31,216,17,221,12,134,99,119,114,213,20,226,7,140,93,74,159,32,201,26,207,19,214,27,206,223,0,1,9,77,153,3,62,171,25,201,13,6,4,201,2]
[null,0.23,"*28%",0.22,0.19,0.26,0.24,0.22,0.26,0.22,0.19,0.19,0.26,0.25,"*16%","*27%","*15%","*26%","*14%","*26%","*16%","*25%",0.26,0.21,"*25%","*18%","*25%","*18%",0.23,0.19,0.23,0.17,0.23,0.17,"*21%","*26%","*20%","*27%",0.23,0.2,0.23,0.17,"*21%","*26%",0.27,0.21,"*16%","*25%","*15%","*24%","*15%","*24%",0.26,0.22,0.23,0,0.05,0.21,"*19%","*26%",0.1,0.22,0.23,0.23,0.23,0.22,0.26,0.22,0.23,0.22]
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["4 - Agree a little",446,85,149,154,58,202,244,111,123,62,92,29,29,179,267,165,281,155,291,142,304,139,307,304,142,318,128,373,73,400,46,414,32,289,157,278,168,400,46,423,23,303,143,101,345,99,347,93,353,62,384,44,402,415,2,10,19,193,236,17,124,322,34,398,18,5,8,398,3]
[null,0.44,0.38,0.47,0.46,0.39,0.44,0.43,0.44,0.42,0.43,0.49,0.43,0.36,"*50%","*40%","*54%","*39%","*54%","*40%","*51%","*41%","*38%","*47%","*41%","*49%","*41%","*50%",0.43,0.45,0.43,0.46,0.44,0.44,0.45,0.42,"*46%","*40%",0.43,0.46,0.43,0.55000000000000004,0.45,0.41,"*37%","*46%",0.48,0.42,"*55%","*41%",0.5,0.43,0.42,0.44,0.43,0.5,0.53,0.44,0.47,"*40%",0.59,0.44,0.43,"*31%","*45%","*31%",0.22,0.44,"*45%",0.33]
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["5 - Agree a lot",169,24,51,63,31,73,96,34,41,29,34,10,21,67,102,57,112,60,109,54,115,48,121,105,64,108,61,130,39,151,18,152,17,135,34,128,41,141,28,161,8,136,33,42,127,45,124,34,135,25,144,16,153,159,2,2,6,80,85,4,62,107,19,143,11,5,1,143,2]
[null,0.17,"*11%",0.16,0.19,0.21,0.16,0.17,0.14000000000000001,0.14000000000000001,0.2,0.18,0.15,"*26%",0.19,0.15,0.19,0.16,"*21%","*15%",0.19,0.15,"*13%","*18%","*14%","*22%","*14%","*24%","*15%","*24%",0.16,0.18,0.16,0.24,"*21%","*9%","*21%","*10%","*15%","*28%",0.16,0.19,"*20%","*9%",0.15,0.17,"*22%","*15%",0.2,0.16,0.2,0.16,0.15,0.17,0.17,0.5,0.11,0.14000000000000001,"*19%",0.15,0.14000000000000001,"*22%","*14%",0.17,0.16,0.19,0.22,0.06,0.16,0.22]
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["AGREE",615,109,200,217,89,275,340,145,164,91,126,39,50,246,369,222,393,215,400,196,419,187,428,409,206,426,189,503,112,551,64,566,49,424,191,406,209,541,74,584,31,439,176,143,472,144,471,127,488,87,528,60,555,574,4,12,25,273,321,21,186,429,53,541,29,10,9,541,5]
[null,0.6,"*49%",0.63,"*65%",0.6,0.6,0.61,0.57999999999999996,0.56000000000000005,0.63,"*67%",0.56999999999999995,0.62,"*69%","*55%","*72%","*55%","*75%","*54%","*70%","*56%","*51%","*65%","*56%","*72%","*56%","*74%","*58%","*69%",0.6,0.64,0.6,0.68,"*66%","*51%","*67%","*50%","*59%","*73%",0.6,0.74,"*65%","*50%","*52%","*63%","*70%","*58%","*76%","*57%","*71%","*59%",0.56999999999999995,0.6,0.6,1,0.63,0.57999999999999996,"*66%","*55%",0.72,"*66%","*58%","*49%",0.61,0.49,0.43,0.5,0.61,0.56000000000000005]
[null,null,null,"a","a","a",null,null,null,null,null,"b",null,null,"bdfhi",null,"bdfhij",null,"bdfhij",null,"bdfhi",null,null,"bdfhi",null,"acegiln",null,"acegikln","ln","acegiln","ln","ln","ln","acln","acegiln",null,"acegiln",null,"f","acf","f","f","acf",null,null,"adf","adfhij",null,"abdfhij",null,"adfhij",null,null,"a",null,null,null,null,"b",null,null,"b",null,null,"a"]
["DISAGREE",175,53,49,51,22,75,100,39,63,25,26,11,11,55,120,39,136,33,142,41,134,84,91,146,29,153,22,156,19,156,19,164,11,89,86,77,98,168,7,171,4,92,83,58,117,30,145,15,160,17,158,18,157,160,0,6,9,61,109,5,33,142,31,141,17,7,5,141,2]
[null,0.17,"*24%",0.15,0.15,0.15,0.16,0.18,0.16,"*22%",0.17,0.14000000000000001,0.16,0.14000000000000001,0.15,0.18,"*13%","*19%","*11%","*19%",0.15,0.18,"*23%","*14%","*20%","*10%","*20%","*9%","*18%","*12%",0.17,0.19,0.17,0.15,"*14%","*23%","*13%","*23%","*18%","*7%",0.17,0.1,"*14%","*24%","*21%","*16%",0.15,0.18,"*9%","*19%",0.14000000000000001,0.18,0.17,0.17,0.17,0,0.32,0.21,0.15,0.19,0.17,"*12%","*19%","*28%","*16%","*29%",0.3,0.28000000000000003,"*16%",0.22]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 96"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"101","index":98,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 101/ 1"]
[]
["A31-2 How much do you agree or disagree with the following statements? - My pupils know what to do next in order to become an engineer"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Disagree a lot",52,16,16,15,5,21,31,11,21,6,9,4,1,19,33,12,40,12,40,17,35,22,30,46,6,44,8,47,5,46,6,47,5,23,29,24,28,50,2,50,2,25,27,16,36,13,39,5,47,3,49,2,50,50,0,2,0,17,33,2,9,43,12,40,5,4,2,40,1]
[null,0.05,7.0000000000000007E-2,0.05,0.05,0.03,0.05,0.06,0.04,7.0000000000000007E-2,0.04,0.05,0.06,0.01,0.05,0.05,0.04,0.06,0.04,0.05,0.06,0.05,0.06,0.05,"*6%","*2%",0.06,0.03,0.05,0.03,0.05,0.06,0.05,7.0000000000000007E-2,"*4%","*8%",0.04,7.0000000000000007E-2,0.05,0.02,0.05,0.05,"*4%","*8%",0.06,0.05,0.06,0.05,0.03,0.05,0.02,0.05,0.02,0.05,0.05,0,0.11,0,0.04,0.06,7.0000000000000007E-2,0.03,0.06,"*11%","*5%",0.08,0.17,0.11,"*5%",0.11]
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["2 - Disagree a little",180,53,61,49,17,70,110,43,71,20,29,7,10,76,104,57,123,51,129,57,123,74,106,147,33,151,29,166,14,168,12,173,7,95,85,81,99,173,7,177,3,98,82,52,128,44,136,29,151,19,161,12,168,168,0,6,6,66,108,6,33,147,24,154,15,3,4,154,2]
[null,0.18,"*24%",0.19,0.15,"*11%",0.15,0.2,0.17,"*24%",0.14000000000000001,0.15,0.1,0.12,"*21%","*16%",0.19,0.17,0.18,0.18,0.2,0.17,0.2,0.16,"*20%","*11%","*20%","*11%","*19%","*9%",0.18,0.12,0.18,0.1,"*15%","*23%","*13%","*24%","*19%","*7%",0.18,7.0000000000000007E-2,"*15%","*23%",0.19,0.17,0.21,0.17,0.17,0.18,0.15,0.18,0.11,0.18,0.18,0,0.32,0.14000000000000001,0.16,0.19,0.21,"*12%","*20%",0.22,0.17,0.25,0.13,0.22,0.17,0.22]
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["3 - Neither",243,60,72,77,34,114,129,67,65,33,44,14,20,79,164,65,178,61,182,63,180,93,150,182,61,190,53,206,37,225,18,230,13,131,112,115,128,221,22,237,6,138,105,71,172,41,202,36,207,24,219,23,220,231,0,2,10,90,145,8,57,186,23,216,12,5,3,216,3]
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["4 - Agree a little",412,76,134,137,65,190,222,100,110,57,80,33,32,144,268,134,278,127,285,116,296,129,283,286,126,305,107,345,67,368,44,380,32,282,130,268,144,372,40,390,22,293,119,95,317,85,327,72,340,58,354,48,364,386,0,7,19,174,228,10,128,284,35,358,18,9,6,358,2]
[null,0.4,"*34%",0.42,0.41,0.44,0.41,0.4,0.4,0.38,0.4,0.43,0.49,0.4,0.4,0.4,0.44,0.39,0.44,0.39,0.41,0.4,"*35%","*43%",0.39,0.44,0.4,0.42,0.4,0.41,0.4,0.44,0.4,0.44,"*44%","*35%","*45%","*34%",0.4,0.4,0.4,0.52,"*44%","*34%","*35%","*42%",0.41,0.4,0.43,0.4,0.47,0.39,0.46,0.4,0.4,0,0.37,0.44,0.42,0.39,0.34,"*46%","*38%",0.32,0.41,0.31,0.39,0.33,0.41,0.22]
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["5 - Agree a lot",136,19,35,54,28,67,69,29,25,28,26,10,18,39,97,39,97,37,99,28,108,46,90,75,61,77,59,97,39,116,20,121,15,116,20,114,22,106,30,127,9,117,19,41,95,23,113,26,110,19,117,20,116,122,4,2,8,64,69,3,54,82,15,115,9,2,3,115,1]
[null,0.13,"*8%",0.11,0.16,"*19%",0.15,0.12,0.12,"*9%","*19%",0.14000000000000001,0.15,"*22%",0.11,0.15,0.13,0.14000000000000001,0.13,0.13,0.1,0.15,0.13,0.14000000000000001,"*10%","*21%","*10%","*23%","*11%","*24%","*13%","*20%",0.13,0.21,"*18%","*5%","*19%","*5%","*11%","*30%",0.13,0.21,"*17%","*5%",0.15,0.13,0.11,0.14000000000000001,0.15,0.13,0.15,0.13,0.19,0.13,0.13,1,0.11,0.19,0.16,0.12,0.1,"*19%","*11%",0.14000000000000001,0.13,0.15,0.09,0.17,0.13,0.11]
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["AGREE",548,95,169,191,93,257,291,129,135,85,106,43,50,183,365,173,375,164,384,144,404,175,373,361,187,382,166,442,106,484,64,501,47,398,150,382,166,478,70,517,31,410,138,136,412,108,440,98,450,77,471,68,480,508,4,9,27,238,297,13,182,366,50,473,27,11,9,473,3]
[null,0.54,"*42%",0.53,0.57999999999999996,"*62%",0.56000000000000005,0.52,0.52,"*46%",0.59,0.56000000000000005,0.63,0.62,0.51,0.55000000000000004,0.56000000000000005,0.52,0.56999999999999995,0.52,0.51,0.54,"*48%","*57%","*49%","*65%","*50%","*65%","*51%","*65%","*52%","*64%","*53%","*65%","*62%","*40%","*63%","*39%","*52%","*69%","*53%","*74%","*61%","*39%",0.49,0.55000000000000004,0.52,0.54,0.57999999999999996,0.53,"*63%","*52%","*65%","*52%",0.53,1,0.47,0.63,"*58%",0.51,0.45,"*65%","*49%",0.46,0.54,0.46,0.48,0.5,0.54,0.33]
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["DISAGREE",232,69,77,64,22,91,141,54,92,26,38,11,11,95,137,69,163,63,169,74,158,96,136,193,39,195,37,213,19,214,18,220,12,118,114,105,127,223,9,227,5,123,109,68,164,57,175,34,198,22,210,14,218,218,0,8,6,83,141,8,42,190,36,194,20,7,6,194,3]
[null,0.23,"*31%",0.24,0.19,"*15%","*20%","*25%",0.22,"*32%",0.18,0.2,0.16,"*14%","*27%","*21%",0.22,0.23,0.22,0.23,0.26,0.21,"*26%","*21%","*26%","*14%","*25%","*14%","*25%","*12%",0.23,0.18,0.23,0.17,"*18%","*30%","*17%","*30%","*24%","*9%",0.23,0.12,"*18%","*31%",0.25,0.22,0.28000000000000003,0.21,0.2,0.23,0.18,0.23,"*13%","*24%",0.23,0,0.42,0.14000000000000001,0.2,0.24,0.28000000000000003,"*15%","*26%","*33%",0.22,"*34%",0.3,0.33,0.22,0.33]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 97"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"102","index":99,"n_rows":36,"n_cols":70,"rows_kept":36,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 102/ 1"]
[]
["A31-3 How much do you agree or disagree with the following statements? - Engineering is suitable for both boys and girls"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Disagree a lot",2,2,0,0,0,1,1,1,1,0,0,0,0,1,1,1,1,1,1,1,1,1,1,2,0,1,1,2,0,2,0,2,0,1,1,0,2,2,0,2,0,1,1,1,1,0,2,0,2,0,2,0,2,2,0,0,0,1,1,0,0,2,0,2,0,0,0,2,0]
[null,"*%","*1%",0,0,0,"*%","*%","*%","*%",0,0,0,0,"*%","*%","*%","*%","*%","*%","*%","*%","*%","*%","*%",0,"*%","*%","*%",0,"*%",0,"*%",0,"*%","*%",0,"*%","*%",0,"*%",0,"*%","*%","*%","*%",0,"*%",0,"*%",0,"*%",0,"*%","*%",0,0,0,"*%","*%",0,0,"*%",0,"*%",0,0,0,"*%",0]
["2 - Disagree a little",3,1,0,1,1,1,2,1,0,0,1,0,1,0,3,0,3,0,3,0,3,2,1,3,0,3,0,3,0,2,1,3,0,0,3,0,3,3,0,3,0,0,3,1,2,0,3,0,3,0,3,0,3,3,0,0,0,2,0,1,0,3,0,3,0,0,0,3,0]
[null,"*%","*%",0,"*%",0.01,"*%","*%","*%",0,0,0.01,0,0.01,0,"*%",0,"*%",0,"*%",0,"*%",0.01,"*%","*%",0,"*%",0,"*%",0,"*%",0.01,"*%",0,"*0%","*1%","*0%","*1%","*%",0,"*%",0,"*0%","*1%","*%","*%",0,"*%",0,"*%",0,"*%",0,"*%","*%",0,0,0,"*%","*0%",0.03,0,"*%",0,"*%",0,0,0,"*%",0]
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["3 - Neither",27,7,9,6,5,14,13,8,8,3,3,3,2,6,21,4,23,2,25,6,21,11,16,20,7,20,7,22,5,25,2,26,1,16,11,13,14,25,2,26,1,16,11,10,17,6,21,4,23,1,26,1,26,26,0,1,0,13,13,1,5,22,9,17,7,1,1,17,0]
[null,0.03,0.03,0.03,0.02,0.03,0.03,0.02,0.03,0.03,0.02,0.02,0.04,0.02,0.02,0.03,0.01,0.03,"*1%","*3%",0.02,0.03,0.03,0.02,0.03,0.02,0.03,0.03,0.03,0.03,0.03,0.02,0.03,0.01,0.02,0.03,0.02,0.03,0.03,0.02,0.03,0.02,0.02,0.03,0.04,0.02,0.03,0.03,0.02,0.03,0.01,0.03,0.01,0.03,0.03,0,0.05,0,0.03,0.02,0.03,0.02,0.03,"*8%","*2%","*12%",0.04,0.06,"*2%",0]
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["4 - Agree a little",68,19,20,20,9,21,47,14,25,3,17,4,5,24,44,20,48,20,48,15,53,21,47,56,12,58,10,62,6,65,3,65,3,36,32,32,36,65,3,66,2,38,30,14,54,9,59,15,53,6,62,7,61,64,0,4,0,17,51,0,12,56,9,57,6,2,1,57,0]
[null,7.0000000000000007E-2,0.08,0.06,0.06,0.06,"*5%","*8%",0.06,0.09,"*2%",0.09,0.06,0.06,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.06,7.0000000000000007E-2,"*8%","*4%","*8%","*4%",7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.03,7.0000000000000007E-2,0.04,0.06,0.09,"*5%","*9%",7.0000000000000007E-2,0.03,7.0000000000000007E-2,0.05,0.06,0.09,0.05,7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.09,0.06,0.05,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0,0.21,0,"*4%","*9%",0,0.04,0.08,0.08,0.06,0.1,0.09,0.06,0.06,0]
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["5 - Agree a lot",923,195,289,305,134,425,498,226,258,138,167,61,73,326,597,282,641,265,658,259,664,329,594,655,268,685,238,772,151,829,94,855,68,594,329,557,366,827,96,884,39,616,307,249,674,191,732,149,774,116,807,97,826,862,4,14,43,378,518,27,264,659,91,804,46,20,16,804,9]
[null,0.9,0.87,0.91,0.92,0.9,0.92,0.89,0.9,0.88,"*96%",0.89,0.9,0.9,0.91,0.9,0.92,0.9,0.92,0.9,0.92,0.89,0.9,0.9,"*89%","*93%",0.89,0.93,0.9,0.93,0.9,0.94,0.9,0.94,"*92%","*88%","*93%","*87%",0.9,0.95,0.9,0.93,"*92%","*87%",0.91,0.9,0.93,0.9,0.89,0.91,0.94,0.9,0.92,0.9,0.9,1,0.74,"*100%",0.92,0.89,0.93,"*94%","*89%","*83%","*91%","*78%",0.87,0.89,"*91%",1]
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["AGREE",991,214,309,325,143,446,545,240,283,141,184,65,78,350,641,302,689,285,706,274,717,350,641,711,280,743,248,834,157,894,97,920,71,630,361,589,402,892,99,950,41,654,337,263,728,200,791,164,827,122,869,104,887,926,4,18,43,395,569,27,276,715,100,861,52,22,17,861,9]
[null,0.97,0.96,0.97,0.98,0.96,0.97,0.97,0.96,0.97,0.98,0.98,0.96,0.96,0.98,0.96,0.98,0.96,"*99%","*96%",0.98,0.97,0.96,0.97,0.97,0.98,0.97,0.97,0.97,0.97,0.97,0.97,0.97,0.99,0.97,0.96,"*98%","*95%",0.97,0.98,0.97,0.98,0.97,0.96,0.96,0.97,0.97,0.97,0.98,0.97,0.99,0.97,0.99,0.97,0.97,1,0.95,1,0.96,0.98,0.93,0.98,0.96,"*92%","*98%","*88%",0.96,0.94,"*98%",1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdfhi",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"n",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,"a"]
["DISAGREE",5,3,0,1,1,2,3,2,1,0,1,0,1,1,4,1,4,1,4,1,4,3,2,5,0,4,1,5,0,4,1,5,0,1,4,0,5,5,0,5,0,1,4,2,3,0,5,0,5,0,5,0,5,5,0,0,0,3,1,1,0,5,0,5,0,0,0,5,0]
[null,"*%","*1%",0,"*%",0.01,"*%",0.01,0.01,"*%",0,0.01,0,0.01,"*%",0.01,"*%",0.01,"*%",0.01,"*%",0.01,0.01,"*%",0.01,0,0.01,"*%",0.01,0,"*%",0.01,0.01,0,"**%","*1%","*0%","*1%",0.01,0,0.01,0,"**%","*1%",0.01,"*%",0,0.01,0,0.01,0,0.01,0,0.01,0.01,0,0,0,0.01,"*%",0.03,0,0.01,0,0.01,0,0,0,0.01,0]
[null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"m",null,null,null,null,null,null,"m",null,null,null,"km",null,"km",null,null,null,null,null,"e"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 98"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"103","index":100,"n_rows":35,"n_cols":70,"rows_kept":35,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 103/ 1"]
[]
["A31-4 How much do you agree or disagree with the following statements? - A job in engineering would be interesting for my pupils"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Disagree a lot",3,1,2,0,0,0,3,0,3,0,0,0,0,0,3,1,2,0,3,1,2,2,1,2,1,2,1,3,0,3,0,3,0,2,1,1,2,3,0,3,0,2,1,2,1,1,2,0,3,0,3,0,3,2,0,0,1,2,1,0,0,3,0,3,0,0,0,3,0]
[null,"*%","*%",0.01,0,0,0,0.01,0,"*1%",0,0,0,0,0,"*%","*%","*%",0,"*%","*%","*%",0.01,"*%","*%","*%","*%","*%","*%",0,"*%",0,"*%",0,"*%","*%","*%","*%","*%",0,"*%",0,"*%","*%",0.01,"*%","*%","*%",0,"*%",0,"*%",0,"*%","*%",0,0,"*2%","*%","*%",0,0,"*%",0,"*%",0,0,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["2 - Disagree a little",13,2,4,5,2,4,9,2,4,1,4,1,1,4,9,4,9,2,11,3,10,6,7,11,2,12,1,11,2,11,2,13,0,10,3,7,6,12,1,13,0,10,3,4,9,3,10,3,10,1,12,0,13,13,0,0,0,6,7,0,3,10,2,11,1,0,0,11,1]
[null,0.01,0.01,0.01,0.02,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,"*%",0.01,0.01,0.01,0.02,0.01,0,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0,0.01,0.01,0,0,0,0.01,0.01,0,0.01,0.01,0.02,0.01,0.02,0,0,0.01,0.11]
["3 - Neither",86,20,27,29,10,38,48,22,25,12,17,4,6,26,60,19,67,25,61,20,66,34,52,70,16,69,17,76,10,76,10,80,6,43,43,35,51,80,6,82,4,44,42,26,60,13,73,13,73,5,81,10,76,82,0,1,3,32,51,3,16,70,10,74,8,2,0,74,0]
[null,0.08,0.09,0.08,0.09,7.0000000000000007E-2,0.08,0.09,0.09,0.09,0.08,0.09,0.06,7.0000000000000007E-2,7.0000000000000007E-2,0.09,0.06,0.09,0.09,0.08,7.0000000000000007E-2,0.09,0.09,0.08,"*10%","*6%",0.09,7.0000000000000007E-2,0.09,0.06,0.08,0.1,0.08,0.08,"*7%","*11%","*6%","*12%",0.09,0.06,0.08,0.1,"*7%","*12%",0.09,0.08,0.06,0.09,0.08,0.09,0.04,0.09,0.1,0.08,0.09,0,0.05,7.0000000000000007E-2,0.08,0.09,0.1,0.06,0.09,0.09,0.08,0.14000000000000001,0.09,0,0.08,0]
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["4 - Agree a little",367,102,113,101,51,151,216,83,132,43,58,25,26,139,228,116,251,113,254,122,245,129,238,261,106,283,84,309,58,338,29,345,22,226,141,207,160,333,34,355,12,234,133,92,275,84,283,59,308,41,326,36,331,345,1,4,17,136,223,8,75,292,40,321,25,7,7,321,1]
[null,0.36,"*46%",0.36,"*30%",0.34,0.33,0.39,0.33,"*45%",0.3,0.31,0.37,0.32,0.39,0.34,0.38,0.35,0.39,0.35,"*43%","*33%",0.35,0.36,0.35,0.37,0.37,0.33,0.36,0.36,0.37,0.28999999999999998,0.36,0.31,0.35,0.38,0.34,0.38,0.36,0.34,0.36,0.28999999999999998,0.35,0.38,0.33,0.37,0.41,0.35,0.35,0.36,0.33,0.36,0.34,0.36,0.36,0.25,0.21,0.4,0.33,0.38,0.28000000000000003,"*27%","*39%",0.37,0.36,0.42,0.3,0.39,0.36,0.11]
[null,null,"bcd",null,null,null,null,null,null,"acdf",null,null,null,null,null,null,null,null,null,null,"bdfhij",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["5 - Agree a lot",554,99,172,197,86,269,285,143,128,88,109,38,48,188,366,167,387,148,406,135,419,193,361,392,162,401,153,462,92,495,59,510,44,366,188,352,202,494,60,528,26,381,173,151,403,105,449,93,461,76,478,59,495,515,3,14,22,235,301,18,187,367,57,474,25,14,11,474,7]
[null,0.54,"*44%",0.54,"*59%",0.57999999999999996,"*58%","*51%",0.56999999999999995,"*44%",0.61,0.57999999999999996,0.56000000000000005,0.59,0.53,0.55000000000000004,0.54,0.54,0.51,0.55000000000000004,"*48%","*56%",0.53,0.55000000000000004,0.53,0.56000000000000005,"*52%","*60%",0.54,0.56999999999999995,0.54,0.59,0.54,0.61,"*57%","*50%","*58%","*48%",0.54,0.59,0.54,0.62,"*57%","*49%",0.55000000000000004,0.54,0.51,0.55000000000000004,0.55000000000000004,0.54,0.62,0.53,0.56000000000000005,0.54,0.54,0.75,0.74,0.51,0.56999999999999995,0.52,0.62,"*67%","*49%",0.52,0.54,0.42,0.61,0.61,0.54,0.78]
[null,null,null,"a","a","a","b",null,"b",null,"b","b",null,"b",null,null,null,null,null,"g",null,"g",null,null,null,"n",null,"cln",null,null,null,"n",null,"n","ln",null,"cln",null,null,null,null,null,"f",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["AGREE",921,201,285,298,137,420,501,226,260,131,167,63,74,327,594,283,638,261,660,257,664,322,599,653,268,684,237,771,150,833,88,855,66,592,329,559,362,827,94,883,38,615,306,243,678,189,732,152,769,117,804,95,826,860,4,18,39,371,524,26,262,659,97,795,50,21,18,795,8]
[null,0.9,0.9,0.9,0.9,0.92,0.91,0.89,0.9,0.89,0.91,0.89,0.93,0.91,0.92,0.89,0.92,0.89,0.91,0.9,0.91,0.89,0.88,0.91,"*89%","*93%",0.89,0.93,0.9,0.93,0.9,0.88,0.9,0.92,"*91%","*88%","*93%","*86%",0.9,0.93,0.9,0.9,"*92%","*87%",0.88,0.91,0.92,0.9,0.9,0.9,"*95%","*89%",0.9,0.9,0.9,1,0.95,0.91,0.9,0.9,0.9,"*93%","*89%",0.89,0.9,0.85,0.91,1,0.9,0.89]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"acln",null,"ln",null,"n","n",null,"n",null,"ln",null,"aceiln",null,null,null,null,null,"f",null,null,null,null,null,null,null,"ah",null,null,null,null,null,null,null,null,null,null,"b"]
["DISAGREE",16,3,6,5,2,4,12,2,7,1,4,1,1,4,12,5,11,2,14,4,12,8,8,13,3,14,2,14,2,14,2,16,0,12,4,8,8,15,1,16,0,12,4,6,10,4,12,3,13,1,15,0,16,15,0,0,1,8,8,0,3,13,2,14,1,0,0,14,1]
[null,0.02,0.01,0.02,0.02,0.01,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0.01,0.01,0.02,0.02,0.02,0.01,0.02,0.01,0.02,0.02,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0.02,0.02,0.02,0,0.02,0.01,0.01,0.02,0.02,0.01,0.02,0,0.02,0.01,0.02,0.01,0.02,0.01,0.02,0.02,0.01,0.02,0,0.02,0.02,0,0,0.02,0.02,0.01,0,0.01,0.02,0.02,0.02,0.02,0,0,0.02,0.11]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 99"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"104","index":101,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 104/ 1"]
[]
["A31-5 How much do you agree or disagree with the following statements? - Maths is important for all careers"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Disagree a lot",10,1,2,5,2,2,8,0,3,2,3,0,2,3,7,2,8,2,8,4,6,2,8,8,2,8,2,9,1,9,1,9,1,8,2,8,2,9,1,9,1,8,2,2,8,4,6,1,9,1,9,1,9,10,0,0,0,1,8,1,2,8,1,9,1,0,0,9,0]
[null,0.01,"*%",0.01,0.02,0.01,"*%",0.01,0,0.01,0.01,0.02,0,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,"*%",0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0,0,0,"*%",0.01,0.03,0.01,0.01,0.01,0.01,0.02,0,0,0.01,0]
[null,null,null,null,null,null,null,null,null,null,null,"a",null,"a"]
["2 - Disagree a little",33,10,9,11,3,17,16,9,10,6,5,2,1,14,19,10,23,8,25,12,21,7,26,20,13,24,9,28,5,29,4,31,2,27,6,27,6,31,2,32,1,29,4,4,29,7,26,3,30,6,27,4,29,32,0,0,1,18,15,0,6,27,5,27,3,0,2,27,0]
[null,0.03,0.04,0.03,0.03,0.02,0.04,0.03,0.04,0.03,0.04,0.03,0.03,0.01,0.04,0.03,0.03,0.03,0.03,0.03,0.04,0.03,0.02,0.04,0.03,0.05,0.03,0.04,0.03,0.03,0.03,0.04,0.03,0.03,"*4%","*2%","*4%","*1%",0.03,0.02,0.03,0.02,"*4%","*1%",0.01,0.04,0.03,0.03,0.02,0.04,0.05,0.03,0.04,0.03,0.03,0,0,0.02,0.04,0.03,0,0.02,0.04,0.05,0.03,0.05,0,0.11,0.03,0]
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["3 - Neither",76,14,24,25,13,34,42,18,20,9,16,7,6,19,57,19,57,16,60,17,59,17,59,59,17,60,16,66,10,71,5,71,5,49,27,46,30,69,7,73,3,50,26,15,61,16,60,10,66,7,69,11,65,75,0,0,1,32,42,2,18,58,7,68,5,1,0,68,1]
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["4 - Agree a little",335,83,106,106,40,155,180,82,107,52,54,21,19,139,196,121,214,108,227,102,233,73,262,234,101,238,97,273,62,305,30,312,23,220,115,208,127,292,43,322,13,231,104,56,279,66,269,62,273,54,281,35,300,310,3,8,14,139,187,9,94,241,23,302,13,3,4,302,3]
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["5 - Agree a lot",569,116,177,185,91,254,315,141,152,75,110,38,53,182,387,155,414,154,415,146,423,265,304,415,154,437,132,485,84,509,60,528,41,343,226,313,256,521,48,545,24,353,216,198,371,113,456,92,477,55,514,54,515,530,1,11,27,221,331,17,161,408,73,477,37,19,12,477,5]
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["AGREE",904,199,283,291,131,409,495,223,259,127,164,59,72,321,583,276,628,262,642,248,656,338,566,649,255,675,229,758,146,814,90,840,64,563,341,521,383,813,91,867,37,584,320,254,650,179,725,154,750,109,795,89,815,840,4,19,41,360,518,26,255,649,96,779,50,22,16,779,8]
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["DISAGREE",43,11,11,16,5,19,24,9,13,8,8,2,3,17,26,12,31,10,33,16,27,9,34,28,15,32,11,37,6,38,5,40,3,35,8,35,8,40,3,41,2,37,6,6,37,11,32,4,39,7,36,5,38,42,0,0,1,19,23,1,8,35,6,36,4,0,2,36,0]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 100"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"105","index":102,"n_rows":37,"n_cols":70,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 105/ 1"]
[]
["A31-6 How much do you agree or disagree with the following statements? - I see a lot of examples of engineering in my everyday life"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["1 - Disagree a lot",9,3,0,2,4,3,6,1,2,0,2,2,2,1,8,0,9,0,9,2,7,4,5,6,3,5,4,8,1,8,1,6,3,4,5,5,4,8,1,8,1,6,3,3,6,2,7,0,9,1,8,0,9,9,0,0,0,1,7,1,0,9,0,9,0,0,0,9,0]
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["2 - Disagree a little",20,6,10,2,2,5,15,5,11,0,2,0,2,3,17,3,17,6,14,6,14,11,9,18,2,15,5,16,4,19,1,18,2,14,6,11,9,19,1,19,1,14,6,11,9,6,14,3,17,1,19,0,20,19,0,0,1,5,15,0,1,19,3,17,1,0,2,17,0]
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["3 - Neither",104,34,33,26,11,38,66,29,38,6,20,3,8,31,73,30,74,30,74,33,71,41,63,75,29,83,21,89,15,95,9,99,5,58,46,54,50,94,10,101,3,61,43,34,70,22,82,12,92,6,98,3,101,97,0,3,4,36,64,4,12,92,14,88,10,2,0,88,2]
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["4 - Agree a little",278,64,93,94,27,115,163,57,100,45,49,13,14,104,174,79,199,76,202,87,191,105,173,208,70,202,76,232,46,248,30,262,16,165,113,147,131,252,26,269,9,171,107,80,198,66,212,50,228,29,249,18,260,260,1,8,9,93,177,8,63,215,31,244,15,10,4,244,2]
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["5 - Agree a lot",612,117,182,208,105,301,311,158,141,93,115,50,55,218,394,195,417,176,436,153,459,203,409,429,183,462,150,516,96,553,59,566,46,406,206,385,227,549,63,584,28,419,193,147,465,110,502,103,509,86,526,84,528,572,3,8,29,276,320,16,205,407,61,525,33,11,12,525,5]
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["AGREE",890,181,275,302,132,416,474,215,241,138,164,63,69,322,568,274,616,252,638,240,650,308,582,637,253,664,226,748,142,801,89,828,62,571,319,532,358,801,89,853,37,590,300,227,663,176,714,153,737,115,775,102,788,832,4,16,38,369,497,24,268,622,92,769,48,21,16,769,7]
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["DISAGREE",29,9,10,4,6,8,21,6,13,0,4,2,4,4,25,3,26,6,23,8,21,15,14,24,5,20,9,24,5,27,2,24,5,18,11,16,13,27,2,27,2,20,9,14,15,8,21,3,26,2,27,0,29,28,0,0,1,6,22,1,1,28,3,26,1,0,2,26,0]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 101"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

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[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 106/ 1"]
[]
["A31 SUMMARY. How much do you agree or disagree with each of the following statements"]
[]
["Base: All"]
[null,"Total","1 - Disagree a lot","2 - Disagree a little","3 - Neither","4 - Agree a little","5 - Agree a lot","AGREE","DISAGREE"]
["Engineering is suitable for both boys and girls",1023,2,3,27,68,923,991,5]
[null,null,"*%","*%",0.03,7.0000000000000007E-2,0.9,0.97,"*%"]
["A job in engineering would be interesting for my pupils",1023,3,13,86,367,554,921,16]
[null,null,"*%",0.01,0.08,0.36,0.54,0.9,0.02]
["Maths is important for all careers",1023,10,33,76,335,569,904,43]
[null,null,0.01,0.03,7.0000000000000007E-2,0.33,0.56000000000000005,0.88,0.04]
["I see a lot of examples of engineering in my everyday life",1023,9,20,104,278,612,890,29]
[null,null,0.01,0.02,0.1,0.27,0.6,0.87,0.03]
["My pupils know what to do next in order to become a scientist",1023,34,141,233,446,169,615,175]
[null,null,0.03,0.14000000000000001,0.23,0.44,0.17,0.6,0.17]
["My pupils know what to do next in order to become an engineer",1023,52,180,243,412,136,548,232]
[null,null,0.05,0.18,0.24,0.4,0.13,0.54,0.23]
["Page 102"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"107","index":104,"n_rows":70,"n_cols":70,"rows_kept":70,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 107/ 1"]
[]
["A32. Which, if any, of the following events/campaigns do you remember hearing about over the past 12 months?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["The Big Bang Fair",656,137,220,219,80,293,363,162,195,94,125,37,43,282,374,252,404,222,434,215,441,187,469,473,183,482,174,551,105,591,65,616,40,427,229,403,253,591,65,631,25,444,212,142,514,146,510,121,535,104,552,69,587,635,1,6,14,329,306,21,228,428,62,579,37,10,8,579,7]
[null,0.64,0.61,"*69%",0.66,"*54%",0.63,0.65,0.65,0.67,0.65,0.66,0.54,"*53%","*79%","*56%","*82%","*56%","*77%","*59%","*77%","*59%","*51%","*71%",0.64,0.64,0.63,0.68,0.64,0.65,0.64,0.65,0.65,0.56000000000000005,0.66,0.61,"*67%","*60%",0.64,0.64,0.64,0.6,0.66,0.6,"*52%","*69%","*71%","*62%","*72%","*63%","*85%","*61%",0.66,0.64,"*66%",0.25,0.32,"*33%","*80%","*52%",0.72,"*81%","*58%",0.56999999999999995,"*66%",0.63,0.43,0.44,"*66%",0.78]
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["British Science Week",544,121,168,184,71,229,315,125,164,76,108,28,43,282,262,241,303,221,323,214,330,121,423,389,155,407,137,457,87,496,48,513,31,344,200,332,212,492,52,526,18,359,185,87,457,151,393,129,415,87,457,46,498,521,1,8,14,276,255,13,189,355,58,469,32,10,11,469,5]
[null,0.53,0.54,0.53,0.55000000000000004,0.48,"*50%","*56%",0.5,0.56000000000000005,0.53,0.56999999999999995,"*41%",0.53,"*79%","*39%","*79%","*42%","*77%","*44%","*76%","*44%","*33%","*64%",0.53,0.54,0.53,0.54,0.53,0.54,0.54,0.48,0.54,0.43,0.53,0.53,0.55000000000000004,0.5,0.53,0.51,0.54,0.43,0.54,0.53,"*32%","*61%","*73%","*48%","*77%","*49%","*71%","*51%","*44%","*54%","*54%",0.25,0.42,"*33%","*67%","*44%",0.45,"*67%","*48%",0.53,0.53,0.54,0.43,0.61,0.53,0.56000000000000005]
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["The Big Bang Competition",464,94,163,154,53,197,267,109,148,63,91,25,28,207,257,183,281,166,298,159,305,126,338,342,122,346,118,390,74,423,41,439,25,304,160,282,182,415,49,449,15,312,152,102,362,111,353,85,379,65,399,42,422,446,2,6,10,244,208,12,172,292,35,418,17,8,6,418,4]
[null,0.45,0.42,"*51%",0.46,"*36%",0.43,0.48,0.44,"*51%",0.44,0.48,0.37,"*35%","*58%","*39%","*60%","*39%","*58%","*41%","*57%","*41%","*35%","*51%",0.46,0.43,0.45,0.46,0.45,0.46,0.46,0.41,0.46,0.35,0.47,0.43,0.47,0.43,0.45,0.49,0.46,0.36,0.46,0.43,"*37%","*48%","*54%","*43%",0.51,0.44,0.53,0.44,0.4,0.46,"*47%",0.5,0.32,"*23%","*59%","*36%",0.41,"*61%","*39%","*32%","*47%","*29%",0.35,0.33,"*47%",0.44]
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["World Maths Day",429,73,129,152,75,191,238,96,106,64,88,31,44,109,320,85,344,84,345,91,338,226,203,295,134,309,120,351,78,380,49,405,24,272,157,251,178,384,45,413,16,279,150,189,240,71,358,49,380,34,395,45,384,389,4,9,27,159,261,9,120,309,37,374,15,9,9,374,4]
[null,0.42,"*33%",0.41,0.46,"*50%",0.41,0.42,0.38,"*36%",0.44,0.47,0.46,"*54%","*31%","*48%","*28%","*48%","*29%","*47%","*32%","*46%","*62%","*31%",0.4,0.47,0.4,0.47,0.41,0.48,0.41,0.49,0.43,0.33,0.42,0.42,0.42,0.42,0.42,0.45,0.42,0.38,0.42,0.43,"*69%","*32%","*34%","*44%","*29%","*44%","*28%","*44%",0.43,0.42,"*41%",1,0.47,"*63%",0.39,"*45%",0.31,0.43,0.42,0.34,0.42,"*25%",0.39,0.5,0.42,0.44]
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["National Apprenticeship Week",236,53,76,79,28,113,123,67,62,37,42,9,19,90,146,82,154,71,165,74,162,79,157,170,66,177,59,194,42,205,31,215,21,143,93,138,98,208,28,224,12,149,87,57,179,52,184,32,204,23,213,18,218,223,1,4,8,110,122,4,98,138,23,207,9,7,5,207,2]
[null,0.23,0.24,0.24,0.24,0.19,0.24,0.22,0.27,0.21,0.26,0.22,"*13%",0.23,0.25,0.22,0.27,0.22,0.25,0.22,0.26,0.22,0.22,0.24,0.23,0.23,0.23,0.23,0.23,0.26,"*22%","*31%",0.23,0.28999999999999998,0.22,0.25,0.23,0.23,0.23,0.28000000000000003,0.23,0.28999999999999998,0.22,0.25,0.21,0.24,0.25,0.23,0.19,0.24,0.19,0.24,0.17,0.24,0.23,0.25,0.21,0.19,"*27%",0.21,0.14000000000000001,"*35%","*19%",0.21,0.23,0.15,0.3,0.28000000000000003,0.23,0.22]
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["RAF100",214,45,73,65,31,103,111,55,63,31,34,17,14,110,104,111,103,71,143,75,139,47,167,142,72,157,57,173,41,194,20,200,14,137,77,132,82,187,27,204,10,144,70,35,179,51,163,33,181,46,168,23,191,203,2,0,9,120,85,9,99,115,10,195,6,1,3,195,0]
[null,0.21,0.2,0.23,0.2,0.21,0.22,0.2,0.22,0.22,0.22,0.18,0.25,0.17,"*31%","*16%","*36%","*14%",0.25,0.19,"*27%","*19%","*13%","*25%","*19%","*25%",0.2,0.22,0.2,0.25,0.21,0.2,0.21,0.19,0.21,0.2,0.22,0.19,0.2,0.27,0.21,0.24,0.21,0.2,"*13%","*24%",0.25,0.2,0.2,0.21,"*37%","*19%",0.22,0.21,0.21,0.5,0,0.21,"*29%","*15%",0.31,"*35%","*15%","*9%","*22%","*10%",0.04,0.17,"*22%",0]
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["British Science Festival",186,41,53,65,27,84,102,45,49,28,37,11,16,100,86,92,94,84,102,83,103,35,151,133,53,136,50,150,36,159,27,170,16,118,68,110,76,159,27,174,12,120,66,26,160,60,126,44,142,31,155,15,171,178,0,2,6,103,75,8,73,113,15,164,8,3,1,164,3]
[null,0.18,0.18,0.17,0.2,0.18,0.18,0.18,0.18,0.17,0.19,0.2,0.16,0.2,"*28%","*13%","*30%","*13%","*29%","*14%","*30%","*14%","*10%","*23%",0.18,0.18,0.18,0.2,0.17,0.22,"*17%","*27%",0.18,0.22,0.18,0.18,0.18,0.18,"*17%","*27%",0.18,0.28999999999999998,0.18,0.19,"*9%","*21%","*29%","*15%","*26%","*17%","*25%","*17%",0.14000000000000001,0.19,0.19,0,0.11,0.14000000000000001,"*25%","*13%",0.28000000000000003,"*26%","*15%",0.14000000000000001,0.19,0.14000000000000001,0.13,0.06,0.19,0.33]
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["Year of Engineering",174,32,56,64,22,80,94,44,44,23,41,13,9,71,103,73,101,43,131,47,127,38,136,120,54,130,44,142,32,158,16,165,9,127,47,127,47,153,21,167,7,133,41,28,146,34,140,23,151,37,137,28,146,166,1,2,5,114,56,4,174,0,16,154,10,3,2,154,1]
[null,0.17,0.14000000000000001,0.18,0.19,0.15,0.17,0.17,0.18,0.15,0.16,0.22,0.19,0.11,0.2,0.15,"*24%","*14%",0.15,0.18,0.17,0.17,"*10%","*21%",0.16,0.19,0.17,0.17,0.16,0.2,0.17,0.16,0.17,0.13,"*20%","*13%","*21%","*11%",0.17,0.21,0.17,0.17,"*20%","*12%","*10%","*20%",0.17,0.17,0.14000000000000001,0.18,"*30%","*15%","*27%","*16%",0.17,0.25,0.11,0.12,"*28%","*10%",0.14000000000000001,"*62%","*0%",0.15,0.17,0.17,0.13,0.11,0.17,0.11]
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["Tomorrow's Engineers Week",154,40,49,53,12,66,88,39,50,22,31,5,7,75,79,77,77,54,100,56,98,30,124,113,41,119,35,131,23,140,14,142,12,94,60,91,63,139,15,148,6,95,59,20,134,34,120,24,130,28,126,23,131,149,0,1,4,110,38,6,87,67,15,134,7,4,3,134,1]
[null,0.15,0.18,0.15,0.16,"*8%",0.14000000000000001,0.16,0.16,0.17,0.15,0.16,7.0000000000000007E-2,0.09,"*21%","*12%","*25%","*11%","*19%","*14%","*20%","*13%","*8%","*19%",0.15,0.14000000000000001,0.16,0.14000000000000001,0.15,0.14000000000000001,0.15,0.14000000000000001,0.15,0.17,0.15,0.16,0.15,0.15,0.15,0.15,0.15,0.14000000000000001,0.14000000000000001,0.17,"*7%","*18%",0.17,0.15,0.14000000000000001,0.15,"*23%","*14%","*22%","*14%",0.16,0,0.05,0.09,"*27%","*7%",0.21,"*31%","*9%",0.14000000000000001,0.15,0.12,0.17,0.17,0.15,0.11]
[null,null,"d","d","d",null,null,null,null,"e",null,null,null,null,"bdfhi",null,"bdfhij",null,"bdfhi","i","bdfhi","i",null,"bdfhi",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ahj","a","a","a","a","adfhj","a","ahj","a",null,null,null,null,"b",null,null,"b"]
["The Skills Show",92,14,35,34,9,41,51,21,28,16,18,4,5,34,58,26,66,30,62,31,61,31,61,76,16,71,21,77,15,87,5,86,6,50,42,49,43,86,6,90,2,55,37,23,69,21,71,17,75,7,85,8,84,91,0,0,1,43,49,0,46,46,11,79,6,2,2,79,1]
[null,0.09,0.06,0.11,0.1,0.06,0.09,0.09,0.08,0.1,0.11,0.1,0.06,0.06,0.1,0.09,0.08,0.09,0.1,0.08,0.11,0.08,0.09,0.09,"*10%","*6%",0.09,0.08,0.09,0.09,0.09,0.05,0.09,0.08,0.08,0.11,0.08,0.1,0.09,0.06,0.09,0.05,0.08,0.11,0.08,0.09,0.1,0.09,0.1,0.09,0.06,0.09,0.08,0.09,"*10%",0,0,0.02,0.1,0.08,0,"*16%","*6%",0.1,0.09,0.1,0.09,0.11,0.09,0.11]
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["Cheltenham Science Festival",86,13,29,32,12,42,44,26,16,11,21,5,7,48,38,36,50,35,51,32,54,25,61,58,28,56,30,67,19,78,8,84,2,61,25,59,27,75,11,85,1,61,25,19,67,24,62,17,69,16,70,10,76,85,0,1,0,44,40,2,38,48,6,74,1,0,4,74,1]
[null,0.08,0.06,0.09,0.1,0.08,0.09,0.08,0.1,"*5%",0.08,0.11,7.0000000000000007E-2,0.09,"*13%","*6%","*12%","*7%","*12%","*7%","*11%","*7%",7.0000000000000007E-2,0.09,0.08,0.1,"*7%","*12%",0.08,0.12,0.08,0.08,0.09,0.03,0.09,7.0000000000000007E-2,0.1,0.06,0.08,0.11,0.09,0.02,0.09,7.0000000000000007E-2,7.0000000000000007E-2,0.09,0.12,0.08,0.1,0.08,0.13,0.08,0.1,0.08,"*9%",0,0.05,"*0%","*11%","*7%",7.0000000000000007E-2,"*14%","*6%",0.06,0.08,0.02,0,0.22,0.08,0.11]
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["Edinburgh Science Festival",78,15,20,31,12,31,47,13,22,11,20,7,5,26,52,26,52,25,53,25,53,28,50,45,33,62,16,68,10,75,3,74,4,53,25,53,25,72,6,77,1,55,23,20,58,23,55,14,64,10,68,14,64,59,0,1,18,34,44,0,31,47,7,69,3,1,2,69,1]
[null,0.08,7.0000000000000007E-2,0.06,0.09,0.08,7.0000000000000007E-2,0.08,0.05,0.08,0.08,0.11,0.1,0.06,7.0000000000000007E-2,0.08,0.08,7.0000000000000007E-2,0.09,7.0000000000000007E-2,0.09,7.0000000000000007E-2,0.08,0.08,"*6%","*11%",0.08,0.06,0.08,0.06,0.08,0.03,0.08,0.06,0.08,7.0000000000000007E-2,0.09,0.06,0.08,0.06,0.08,0.02,0.08,7.0000000000000007E-2,7.0000000000000007E-2,0.08,"*11%","*7%",0.08,7.0000000000000007E-2,0.08,0.08,"*13%","*7%","*6%",0,0.05,"*42%",0.08,0.08,0,"*11%","*6%",0.06,0.08,0.05,0.04,0.11,0.08,0.11]
[null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,null,null,null,null,null,null,null,null,null,null,"adhiln",null,null,null,null,null,null,null,null,null,null,"h",null,null,null,null,null,null,null,null,null,"dj",null,null,null,null,null,"dfhj",null,null,null,null,"a",null,null,null,"b"]
["Big Assembly",53,15,20,12,6,21,32,13,22,4,8,4,2,24,29,24,29,17,36,25,28,16,37,46,7,48,5,49,4,50,3,50,3,38,15,34,19,52,1,53,0,38,15,11,42,15,38,10,43,8,45,6,47,50,0,1,2,37,16,0,23,30,7,42,1,1,2,42,3]
[null,0.05,7.0000000000000007E-2,0.06,0.04,0.04,0.05,0.06,0.05,"*8%",0.03,0.04,0.06,0.02,7.0000000000000007E-2,0.04,"*8%","*4%",0.06,0.05,"*9%","*4%",0.04,0.06,"*6%","*2%","*6%","*2%",0.06,0.02,0.05,0.03,0.05,0.04,0.06,0.04,0.06,0.05,"*6%","*1%",0.05,0,0.06,0.04,0.04,0.06,7.0000000000000007E-2,0.05,0.06,0.05,7.0000000000000007E-2,0.05,0.06,0.05,0.05,0,0.05,0.05,"*9%","*3%",0,"*8%","*4%",0.06,0.05,0.02,0.04,0.11,0.05,0.33]
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["Engineering a better world",32,3,10,14,5,20,12,9,4,9,5,2,3,12,20,12,20,8,24,5,27,8,24,20,12,24,8,26,6,28,4,31,1,23,9,21,11,28,4,31,1,23,9,6,26,6,26,7,25,3,29,7,25,30,0,0,2,15,17,0,19,13,5,25,3,1,1,25,0]
[null,0.03,0.01,0.03,0.04,0.03,"*4%","*2%",0.04,"*1%","*6%",0.03,0.03,0.04,0.03,0.03,0.04,0.03,0.03,0.03,0.02,0.04,0.02,0.04,0.03,0.04,0.03,0.03,0.03,0.04,0.03,0.04,0.03,0.01,0.04,0.02,0.03,0.03,0.03,0.04,0.03,0.02,0.03,0.03,0.02,0.03,0.03,0.03,0.04,0.03,0.02,0.03,"*7%","*3%",0.03,0,0,0.05,0.04,0.03,0,"*7%","*2%",0.05,0.03,0.05,0.04,0.06,0.03,0]
[null,null,null,null,null,null,"b",null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"afj",null,null,null,null,null,null,null,null,"b"]
["This is Engineering",28,11,6,10,1,13,15,8,9,5,5,0,1,7,21,9,19,6,22,12,16,3,25,17,11,19,9,21,7,25,3,25,3,22,6,21,7,22,6,26,2,22,6,2,26,8,20,4,24,4,24,6,22,26,0,1,1,20,8,0,22,6,2,26,1,0,1,26,0]
[null,0.03,"*5%",0.02,0.03,0.01,0.03,0.03,0.03,0.03,0.03,0.03,0,0.01,0.02,0.03,0.03,0.03,0.02,0.03,0.04,0.02,"*1%","*4%",0.02,0.04,0.02,0.04,0.02,0.04,0.03,0.03,0.03,0.04,0.03,0.02,0.03,0.02,"*2%","*6%",0.03,0.05,0.03,0.02,"*1%","*3%",0.04,0.02,0.02,0.03,0.03,0.03,"*6%","*2%",0.03,0,0.05,0.02,"*5%","*1%",0,"*8%","*1%",0.02,0.03,0.02,0,0.06,0.03,0]
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["ICE200",17,3,3,6,5,7,10,3,3,2,4,2,3,12,5,10,7,7,10,6,11,4,13,11,6,11,6,14,3,15,2,17,0,13,4,12,5,14,3,17,0,13,4,2,15,5,12,3,14,3,14,2,15,16,0,1,0,11,6,0,10,7,1,14,0,0,1,14,0]
[null,0.02,0.01,0.01,0.02,0.03,0.02,0.02,0.01,0.01,0.01,0.02,0.03,0.04,"*3%","*1%","*3%","*1%",0.02,0.01,0.02,0.01,0.01,0.02,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0,0.02,0.01,0.02,0.01,0.02,0.03,0.02,0,0.02,0.01,0.01,0.02,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0,0.05,0,"*3%",0.01,0,"*4%","*1%",0.01,0.02,0,0,0.06,0.02,0]
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["Engineer On A Mission",7,1,4,1,1,2,5,2,3,0,1,0,1,1,6,2,5,0,7,0,7,4,3,6,1,6,1,6,1,7,0,6,1,2,5,3,4,6,1,7,0,3,4,3,4,1,6,1,6,0,7,2,5,7,0,0,0,4,3,0,5,2,2,5,1,1,0,5,0]
[null,0.01,"*%",0.01,"*%",0.01,"*%",0.01,0.01,0.01,0,0.01,0,0.01,"*%",0.01,0.01,0.01,0,0.01,0,0.01,0.01,"*%",0.01,"*%",0.01,"*%",0.01,0.01,0.01,0,0.01,0.01,"*%",0.01,"*%",0.01,0.01,0.01,0.01,0,"*%",0.01,0.01,0.01,"*%",0.01,0.01,0.01,0,0.01,0.02,0.01,0.01,0,0,0,0.01,0.01,0,"*2%","**%",0.02,0.01,0.02,0.04,0,0.01,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["None of the above",103,33,33,22,15,44,59,29,37,8,14,7,8,9,94,9,94,13,90,13,90,59,44,78,25,81,22,87,16,91,12,91,12,59,44,50,53,92,11,97,6,62,41,40,63,10,93,10,93,2,101,12,91,92,0,3,8,21,80,2,5,98,13,89,9,3,0,89,1]
[null,0.1,"*15%",0.1,"*7%",0.1,0.1,0.11,0.12,0.13,0.06,7.0000000000000007E-2,0.1,0.1,"*3%","*14%","*3%","*13%","*5%","*12%","*5%","*12%","*16%","*7%",0.11,0.09,0.11,0.09,0.1,0.1,0.1,0.12,0.1,0.17,0.09,0.12,"*8%","*13%",0.1,0.11,0.1,0.14000000000000001,0.09,0.12,"*15%","*8%","*5%","*11%",0.06,0.11,"*2%","*11%",0.11,0.1,0.1,0,0.16,0.19,"*5%","*14%",7.0000000000000007E-2,"*2%","*13%",0.12,0.1,0.15,0.13,0,0.1,0.11]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 103"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

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[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 108/ 1"]
[]
["A33. Which, if any, of the following news items  do you remember hearing about over the past 12 months?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["World renowned physicist Stephen Hawking dies",767,142,235,266,124,350,417,171,206,125,141,54,70,286,481,245,522,226,541,225,542,268,499,542,225,562,205,638,129,685,82,712,55,505,262,474,293,686,81,735,32,527,240,199,568,161,606,124,643,101,666,80,687,724,3,11,29,329,414,24,229,538,62,684,31,12,14,684,5]
[null,0.75,"*63%",0.74,"*80%","*83%",0.76,0.74,"*68%","*71%","*87%",0.75,0.79,"*86%","*80%","*72%","*80%","*73%",0.78,0.74,"*80%","*73%",0.74,0.76,0.74,0.78,"*73%","*80%",0.74,0.8,0.74,0.82,0.75,0.76,"*78%","*70%","*79%","*70%",0.74,0.8,0.75,0.76,"*79%","*68%",0.72,0.76,0.78,0.74,0.74,0.75,0.82,0.74,0.76,0.75,0.76,0.75,0.57999999999999996,0.67,"*80%","*71%",0.83,"*81%","*73%","*57%","*77%","*53%",0.52,0.78,"*77%",0.56000000000000005]
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["The Big Bang Fair",532,109,174,184,65,232,300,121,162,77,107,34,31,232,300,209,323,180,352,179,353,150,382,394,138,396,136,450,82,480,52,500,32,345,187,323,209,481,51,510,22,355,177,114,418,124,408,105,427,85,447,59,473,512,1,7,12,278,239,15,191,341,49,470,24,11,8,470,6]
[null,0.52,0.49,0.55000000000000004,0.55000000000000004,"*44%",0.5,0.53,0.48,0.55000000000000004,0.53,0.56999999999999995,0.5,"*38%","*65%","*45%","*68%","*45%","*63%","*48%","*64%","*48%","*41%","*58%",0.54,0.48,0.52,0.53,0.52,0.51,0.52,0.52,0.53,0.44,0.53,0.5,0.54,0.5,0.52,0.5,0.52,0.52,0.53,0.5,"*41%","*56%","*60%","*50%","*63%","*50%","*69%","*50%",0.56000000000000005,0.52,"*54%",0.25,0.37,"*28%","*68%","*41%",0.52,"*68%","*46%",0.45,"*53%",0.41,0.48,0.44,"*53%",0.67]
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["Tomorrow's Engineers Robotics Challenge",215,50,61,69,35,83,132,48,63,21,48,14,21,90,125,82,133,73,142,71,144,52,163,158,57,164,51,179,36,200,15,201,14,146,69,138,77,192,23,208,7,148,67,42,173,47,168,46,169,35,180,25,190,203,1,3,8,131,78,6,119,96,25,183,12,6,6,183,1]
[null,0.21,0.22,0.19,0.21,0.23,"*18%","*24%",0.19,0.22,"*15%",0.26,0.21,0.26,"*25%","*19%","*27%","*19%","*25%","*19%","*25%","*19%","*14%","*25%",0.21,0.2,0.21,0.2,0.21,0.22,0.22,0.15,0.21,0.19,0.23,0.18,0.23,0.18,0.21,0.23,0.21,0.17,0.22,0.19,"*15%","*23%",0.23,0.21,"*27%","*20%","*28%","*20%",0.24,0.21,0.21,0.25,0.16,0.19,"*32%","*13%",0.21,"*42%","*13%",0.23,0.21,0.2,0.26,0.33,0.21,0.11]
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["(2018 is) the Year of Engineering",154,26,44,61,23,71,83,33,37,26,35,12,11,73,81,66,88,42,112,48,106,30,124,104,50,116,38,127,27,142,12,144,10,110,44,107,47,138,16,149,5,114,40,22,132,32,122,22,132,29,125,27,127,146,1,0,7,103,48,3,154,0,17,135,9,3,4,135,1]
[null,0.15,0.12,0.14000000000000001,"*18%",0.15,0.15,0.15,0.13,0.13,0.18,0.19,0.18,0.14000000000000001,"*20%","*12%","*21%","*12%",0.15,0.15,0.17,0.14000000000000001,"*8%","*19%",0.14000000000000001,0.17,0.15,0.15,0.15,0.17,0.15,0.12,0.15,0.14000000000000001,"*17%","*12%","*18%","*11%",0.15,0.16,0.15,0.12,"*17%","*11%","*8%","*18%",0.16,0.15,0.13,0.15,"*24%","*14%","*26%","*14%",0.15,0.25,0,0.16,"*25%","*8%",0.1,"*55%","*0%",0.16,0.15,0.15,0.13,0.22,0.15,0.11]
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["Winners of the UK Young Scientist of The Year and UK Young Engineer of The Year",144,32,33,49,30,62,82,27,38,20,29,15,15,48,96,47,97,36,108,38,106,49,95,104,40,111,33,114,30,130,14,136,8,94,50,88,56,124,20,138,6,96,48,36,108,26,118,23,121,20,124,15,129,137,1,1,5,76,63,5,70,74,14,124,7,3,2,124,2]
[null,0.14000000000000001,0.14000000000000001,"*10%",0.15,"*20%",0.13,0.15,0.11,0.13,0.14000000000000001,0.15,0.22,0.19,0.13,0.14000000000000001,0.15,0.14000000000000001,0.13,0.15,0.14000000000000001,0.14000000000000001,0.13,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.13,0.13,0.19,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.11,0.15,0.13,0.15,0.13,0.13,0.2,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.13,0.14000000000000001,0.13,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.16,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.14000000000000001,0.25,0.05,0.12,"*18%","*11%",0.17,"*25%","*10%",0.13,0.14000000000000001,0.12,0.13,0.11,0.14000000000000001,0.22]
[null,null,null,null,null,"b",null,null,null,null,null,null,"a",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"b"]
["Winners of the Young Women Engineer of the Year Awards",110,24,28,40,18,37,73,17,35,14,26,6,12,36,74,31,79,26,84,27,83,28,82,83,27,86,24,88,22,99,11,102,8,81,29,77,33,98,12,107,3,81,29,23,87,19,91,20,90,15,95,12,98,102,1,1,6,64,45,1,62,48,14,94,8,2,4,94,0]
[null,0.11,0.11,0.09,0.12,0.12,"*8%","*13%","*7%",0.12,0.1,0.14000000000000001,0.09,0.15,0.1,0.11,0.1,0.11,0.09,0.11,0.1,0.11,"*8%","*12%",0.11,0.09,0.11,0.09,0.1,0.14000000000000001,0.11,0.11,0.11,0.11,"*13%","*8%","*13%","*8%",0.11,0.12,0.11,7.0000000000000007E-2,0.12,0.08,0.08,0.12,0.09,0.11,0.12,0.11,0.12,0.11,0.11,0.11,0.11,0.25,0.05,0.14000000000000001,"*16%","*8%",0.03,"*22%","*6%",0.13,0.11,0.14000000000000001,0.09,0.22,0.11,0]
[null,null,null,null,null,null,null,"a",null,"a",null,"a",null,"a",null,null,null,null,null,null,null,null,null,"i",null,null,null,null,null,"ln",null,null,null,null,"ln",null,"ln",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"b"]
["The incredible science behind your favourite superheroes",80,22,23,26,9,42,38,23,22,14,12,5,4,49,31,40,40,33,47,34,46,19,61,54,26,60,20,66,14,74,6,74,6,53,27,51,29,67,13,77,3,55,25,15,65,23,57,22,58,16,64,6,74,77,0,2,1,47,29,4,42,38,11,69,6,3,2,69,0]
[null,0.08,0.1,7.0000000000000007E-2,0.08,0.06,0.09,7.0000000000000007E-2,0.09,0.08,0.1,0.06,7.0000000000000007E-2,0.05,"*14%","*5%","*13%","*6%","*11%","*6%","*12%","*6%","*5%","*9%",7.0000000000000007E-2,0.09,0.08,0.08,0.08,0.09,0.08,0.06,0.08,0.08,0.08,7.0000000000000007E-2,0.08,7.0000000000000007E-2,"*7%","*13%",0.08,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.05,0.09,"*11%","*7%","*13%","*7%","*13%","*7%",0.06,0.08,0.08,0,0.11,0.02,"*11%","*5%",0.14000000000000001,"*15%","*5%",0.1,0.08,0.1,0.13,0.11,0.08,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdfhij",null,"bdfhi",null,"bdfhi",null,"bdfhi",null,null,"bdfhi",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,null,null,null,"adf",null,"adfhj",null,"adfh",null,null,null,null,null,null,null,"b",null,null,"b"]
["Parents want their children to have a future that makes a positive difference to society",57,21,15,14,7,29,28,16,20,9,5,4,3,26,31,17,40,19,38,17,40,19,38,40,17,47,10,52,5,55,2,53,4,42,15,37,20,54,3,56,1,42,15,14,43,13,44,12,45,6,51,7,50,52,0,1,4,31,26,0,28,29,8,48,4,1,3,48,0]
[null,0.06,"*9%",0.05,0.04,0.05,0.06,0.05,0.06,7.0000000000000007E-2,0.06,0.03,0.06,0.04,7.0000000000000007E-2,0.05,0.06,0.06,7.0000000000000007E-2,0.05,0.06,0.05,0.05,0.06,0.05,0.06,0.06,0.04,0.06,0.03,0.06,0.02,0.06,0.06,0.06,0.04,0.06,0.05,0.06,0.03,0.06,0.02,0.06,0.04,0.05,0.06,0.06,0.05,7.0000000000000007E-2,0.05,0.05,0.06,7.0000000000000007E-2,0.05,0.05,0,0.05,0.09,"*8%",0.04,0,"*10%","*4%",7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.04,0.17,0.05,0]
[null,null,"bc",null,null,null,null,null,null,"d",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"b"]
["Winners of the WISE awards",54,16,11,18,9,27,27,13,14,10,8,4,5,26,28,30,24,21,33,20,34,9,45,43,11,43,11,47,7,50,4,53,1,41,13,39,15,48,6,53,1,41,13,5,49,10,44,10,44,13,41,7,47,50,1,1,2,35,18,1,33,21,5,45,3,0,2,45,0]
[null,0.05,7.0000000000000007E-2,0.03,0.05,0.06,0.06,0.05,0.05,0.05,7.0000000000000007E-2,0.04,0.06,0.06,"*7%","*4%","*10%","*3%",7.0000000000000007E-2,0.04,7.0000000000000007E-2,0.05,"*2%","*7%",0.06,0.04,0.06,0.04,0.05,0.04,0.05,0.04,0.06,0.01,"*6%","*3%","*6%","*4%",0.05,0.06,0.05,0.02,0.06,0.04,"*2%","*7%",0.05,0.05,0.06,0.05,"*11%","*5%",7.0000000000000007E-2,0.05,0.05,0.25,0.05,0.05,"*9%","*3%",0.03,"*12%","*3%",0.05,0.05,0.05,0,0.11,0.05,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bdi",null,"bdfhi",null,"bdi",null,"di",null,null,"bdi",null,null,null,null,null,null,null,null,null,null,"ln",null,"ln",null,null,null,null,null,null,null,null,"a",null,"a","a","a","adfhj","a","a","a",null,null,null,null,"b",null,null,"b"]
["3D-printed school dinners",47,11,15,14,7,22,25,14,12,5,9,3,4,10,37,12,35,5,42,9,38,13,34,32,15,36,11,42,5,44,3,46,1,30,17,29,18,44,3,46,1,30,17,11,36,9,38,9,38,6,41,4,43,45,1,0,1,24,23,0,24,23,4,40,4,0,0,40,0]
[null,0.05,0.05,0.05,0.04,0.05,0.05,0.04,0.06,0.04,0.03,0.05,0.04,0.05,"*3%","*6%",0.04,0.05,"*2%","*6%",0.03,0.05,0.04,0.05,0.04,0.05,0.05,0.04,0.05,0.03,0.05,0.03,0.05,0.01,0.05,0.05,0.05,0.04,0.05,0.03,0.05,0.02,0.04,0.05,0.04,0.05,0.04,0.05,0.05,0.04,0.05,0.05,0.04,0.05,0.05,0.25,0,0.02,0.06,0.04,0,"*9%","*3%",0.04,0.05,7.0000000000000007E-2,0,0,0.05,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ae",null,"e",null,"ae",null,"e",null,"e",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Talent 2030 National Engineering Competition for Girls",35,7,9,15,4,15,20,8,8,5,10,2,2,17,18,19,16,12,23,12,23,7,28,25,10,28,7,27,8,32,3,33,2,22,13,22,13,31,4,33,2,22,13,6,29,7,28,8,27,9,26,5,30,33,0,1,1,22,11,2,20,15,2,31,2,0,0,31,0]
[null,0.03,0.03,0.03,0.05,0.03,0.03,0.04,0.03,0.03,0.03,0.05,0.03,0.02,0.05,0.03,"*6%","*2%",0.04,0.03,0.04,0.03,0.02,0.04,0.03,0.03,0.04,0.03,0.03,0.05,0.03,0.03,0.03,0.03,0.03,0.03,0.04,0.03,0.03,0.04,0.03,0.05,0.03,0.04,0.02,0.04,0.03,0.03,0.05,0.03,"*7%","*3%",0.05,0.03,0.03,0,0.05,0.02,"*5%","*2%",7.0000000000000007E-2,"*7%","*2%",0.02,0.04,0.03,0,0,0.04,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"di",null,"bdfhi",null,null,null,null,null,null,"d",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"adfhj",null,null,null,null,null,null,null,"b",null,null,"b"]
["Winners of the Queen Elizabeth Prize for Engineering",33,9,8,11,5,20,13,12,5,5,6,3,2,13,20,12,21,11,22,7,26,9,24,25,8,28,5,29,4,30,3,32,1,18,15,19,14,30,3,33,0,19,14,5,28,5,28,8,25,5,28,7,26,32,0,0,1,16,17,0,19,14,2,30,1,1,0,30,0]
[null,0.03,0.04,0.03,0.03,0.03,0.04,0.02,0.05,0.02,0.03,0.03,0.04,0.02,0.04,0.03,0.04,0.03,0.04,0.03,0.02,0.04,0.02,0.04,0.03,0.03,0.04,0.02,0.03,0.02,0.03,0.03,0.03,0.01,0.03,0.04,0.03,0.03,0.03,0.03,0.03,0,0.03,0.04,0.02,0.04,0.02,0.03,0.05,0.03,0.04,0.03,"*7%","*3%",0.03,0,0,0.02,0.04,0.03,0,"*7%","*2%",0.02,0.03,0.02,0.04,0,0.03,0]
[null,null,null,null,null,null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"afj",null,null,null,null,null,null,null,null,"b"]
["World's First Invisible Photography Exhibition",12,5,2,3,2,9,3,4,3,3,0,2,0,7,5,7,5,3,9,5,7,3,9,9,3,8,4,10,2,10,2,10,2,7,5,5,7,10,2,11,1,7,5,1,11,2,10,3,9,1,11,1,11,12,0,0,0,8,4,0,8,4,1,9,0,1,0,9,0]
[null,0.01,0.02,0.01,0.01,0.01,"*2%","*1%",0.02,0.01,0.02,0,0.03,0,0.02,0.01,"*2%","*1%",0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.02,0.01,0.03,0.01,0.01,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0.01,"*%",0.01,0.01,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0,0,0,0.02,0.01,0,"*3%","*1%",0.01,0.01,0,0.04,0,0.01,0]
[null,null,null,null,null,null,"b",null,null,null,"d",null,"d",null,null,null,"bd",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["None of the above",118,35,46,28,9,51,67,37,44,9,19,5,4,25,93,22,96,25,93,25,93,54,64,91,27,94,24,102,16,107,11,111,7,67,51,59,59,108,10,113,5,68,50,41,77,17,101,15,103,10,108,12,106,108,0,4,6,22,94,2,9,109,27,88,20,3,1,88,3]
[null,0.12,"*16%","*14%","*8%","*6%",0.11,0.12,0.15,"*15%","*6%",0.1,7.0000000000000007E-2,0.05,"*7%","*14%","*7%","*13%",0.09,0.13,0.09,0.13,"*15%","*10%",0.12,0.09,0.12,0.09,0.12,0.1,0.12,0.11,0.12,0.1,0.1,0.14000000000000001,"*10%","*14%",0.12,0.1,0.12,0.12,0.1,0.14000000000000001,"*15%","*10%",0.08,0.12,0.09,0.12,0.08,0.12,0.11,0.12,0.11,0,0.21,0.14000000000000001,"*5%","*16%",7.0000000000000007E-2,"*3%","*15%","*25%","*10%","*34%",0.13,0.06,"*10%",0.33]
[null,null,"cd","cd",null,null,null,null,"cf","cf",null,null,null,null,null,"acegj",null,"acegj",null,"ac",null,"ac","acegj",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"m",null,null,null,null,null,null,"bc",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,"a","b",null,"d"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 104"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"109","index":106,"n_rows":46,"n_cols":70,"rows_kept":46,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 109/ 1"]
[]
["A33A. Before taking this survey, had you seen these logos?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Year of Engineering",99,30,29,31,9,45,54,27,32,13,18,5,4,44,55,40,59,30,69,34,65,9,90,78,21,84,15,89,10,94,5,92,7,71,28,71,28,93,6,96,3,76,23,5,94,21,78,17,82,13,86,17,82,93,1,1,4,71,27,1,99,0,7,87,6,1,0,87,0]
[null,0.1,"*13%",0.09,0.09,0.06,0.1,0.1,0.11,0.11,0.09,0.1,7.0000000000000007E-2,0.05,"*12%","*8%","*13%","*8%",0.1,0.09,0.12,0.09,"*2%","*14%",0.11,7.0000000000000007E-2,"*11%","*6%",0.1,0.06,0.1,0.05,0.1,0.1,0.11,7.0000000000000007E-2,"*12%","*7%",0.1,0.06,0.1,7.0000000000000007E-2,"*11%","*7%","*2%","*13%",0.1,0.1,0.1,0.1,0.11,0.1,"*16%","*9%",0.1,0.25,0.05,0.09,"*17%","*5%",0.03,"*35%","*0%",0.06,0.1,0.1,0.04,0,0.1,0]
[null,null,"d",null,null,null,null,null,null,null,null,null,null,null,"bdi","i","bdhi","i","i","i","i","i",null,"bdfhi","dn",null,"dn",null,"dn",null,"dn",null,null,null,"dn",null,"bdfhln",null,"f",null,null,null,"f",null,null,"aj","a","a","a","a","a","a","adfhj","a",null,null,null,null,"b",null,null,"b"]
["IET Engineering a better world",81,22,21,27,11,37,44,22,21,12,15,3,8,32,49,29,52,21,60,19,62,17,64,61,20,66,15,72,9,75,6,76,5,51,30,50,31,74,7,77,4,52,29,11,70,14,67,18,63,13,68,12,69,76,1,0,4,46,34,1,46,35,7,71,4,1,2,71,0]
[null,0.08,0.1,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.08,0.08,0.09,7.0000000000000007E-2,0.08,0.08,0.04,0.1,0.09,7.0000000000000007E-2,0.09,7.0000000000000007E-2,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.08,"*5%","*10%",0.08,7.0000000000000007E-2,0.09,0.06,0.08,0.06,0.08,0.06,0.08,7.0000000000000007E-2,0.08,0.08,0.08,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0.08,0.1,0.08,0.08,"*4%","*9%",7.0000000000000007E-2,0.08,0.11,7.0000000000000007E-2,0.11,0.08,0.11,0.08,0.08,0.25,0,0.09,"*11%","*6%",0.03,"*16%","*5%",0.06,0.08,7.0000000000000007E-2,0.04,0.11,0.08,0]
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["Big Bang Fair",633,140,219,203,71,285,348,163,196,83,120,39,32,281,352,247,386,223,410,220,413,165,468,458,175,471,162,535,98,576,57,594,39,410,223,388,245,573,60,609,24,426,207,121,512,155,478,121,512,92,541,66,567,606,2,9,16,333,282,18,226,407,62,556,33,15,6,556,8]
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["Tomorrows Engineers",240,67,75,78,20,106,134,65,77,30,48,11,9,109,131,101,139,87,153,89,151,45,195,183,57,197,43,208,32,220,20,224,16,159,81,154,86,221,19,231,9,167,73,28,212,58,182,44,196,33,207,36,204,230,0,2,8,163,70,7,139,101,29,203,15,5,7,203,2]
[null,0.23,"*30%",0.24,0.23,"*13%",0.23,0.24,0.26,0.26,0.21,0.26,0.16,"*11%","*31%","*20%","*33%","*19%","*30%","*21%","*32%","*20%","*12%","*30%",0.25,0.2,"*26%","*17%",0.24,0.2,0.24,0.2,0.24,0.22,0.25,0.22,0.26,0.2,0.24,0.19,0.24,0.21,0.25,0.21,"*10%","*28%",0.28000000000000003,0.22,0.26,0.23,0.27,0.23,"*34%","*22%",0.24,0,0.11,0.19,"*40%","*12%",0.24,"*49%","*14%",0.27,0.23,0.25,0.22,0.39,0.23,0.22]
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["This is Engineering",85,21,22,33,9,43,42,22,21,19,14,2,7,39,46,40,45,30,55,30,55,20,65,60,25,69,16,71,14,79,6,78,7,58,27,56,29,73,12,81,4,61,24,13,72,20,65,12,73,13,72,16,69,78,1,1,5,48,34,3,57,28,7,75,1,1,5,75,0]
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["ICE 200",34,4,6,17,7,16,18,7,3,7,10,2,5,19,15,20,14,15,19,12,22,8,26,24,10,25,9,32,2,32,2,33,1,24,10,21,13,32,2,34,0,24,10,4,30,7,27,6,28,11,23,2,32,32,0,1,1,20,13,1,18,16,4,29,2,1,1,29,0]
[null,0.03,0.02,0.02,"*5%",0.05,0.03,0.03,0.03,"*1%",0.05,0.05,0.03,0.06,"*5%","*2%","*7%","*2%","*5%","*3%",0.04,0.03,0.02,0.04,0.03,0.03,0.03,0.04,0.04,0.01,0.03,0.02,0.03,0.01,0.04,0.03,0.03,0.03,0.03,0.02,0.03,0,0.04,0.03,"*1%","*4%",0.03,0.03,0.04,0.03,"*9%","*3%",0.02,0.03,0.03,0,0.05,0.02,"*5%","*2%",0.03,"*6%","*2%",0.04,0.03,0.03,0.04,0.06,0.03,0]
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["RAF100",331,81,101,106,43,155,176,84,98,46,60,25,18,154,177,141,190,106,225,114,217,96,235,236,95,254,77,279,52,304,27,309,22,212,119,203,128,302,29,316,15,221,110,73,258,81,250,57,274,52,279,34,297,311,2,5,13,167,150,14,140,191,21,300,11,5,4,300,1]
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["None of these",289,58,77,93,61,129,160,64,71,43,50,22,39,49,240,38,251,49,240,43,246,153,136,204,85,214,75,237,52,253,36,261,28,182,107,169,120,257,32,275,14,189,100,120,169,36,253,38,251,21,268,29,260,260,1,8,20,55,225,9,23,266,31,248,19,4,7,248,1]
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["SEEN ANY LOGO",734,166,241,239,88,333,401,186,221,101,138,46,42,308,426,269,465,239,495,238,496,211,523,532,202,553,181,624,110,670,64,690,44,465,269,433,301,665,69,706,28,482,252,155,579,170,564,130,604,102,632,76,658,697,3,11,23,356,358,20,258,476,78,635,40,19,11,635,8]
[null,0.72,0.74,0.76,0.72,"*59%",0.72,0.71,0.74,0.76,0.7,0.73,0.68,"*52%","*86%","*64%","*88%","*65%","*83%","*67%","*85%","*67%","*58%","*79%",0.72,0.7,0.72,0.71,0.72,0.68,0.73,0.64,"*73%","*61%",0.72,0.72,0.72,0.71,0.72,0.68,0.72,0.67,0.72,0.72,"*56%","*77%","*83%","*69%",0.77,0.71,"*83%","*70%",0.72,0.72,"*73%",0.75,0.57999999999999996,"*53%","*87%","*61%",0.69,"*92%","*64%",0.72,0.72,0.68,0.83,0.61,0.72,0.89]
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["NONE",289,58,77,93,61,129,160,64,71,43,50,22,39,49,240,38,251,49,240,43,246,153,136,204,85,214,75,237,52,253,36,261,28,182,107,169,120,257,32,275,14,189,100,120,169,36,253,38,251,21,268,29,260,260,1,8,20,55,225,9,23,266,31,248,19,4,7,248,1]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 105"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"110","index":107,"n_rows":25,"n_cols":70,"rows_kept":25,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 110/ 1"]
[]
["A33B. Have you seen or heard anything in the last 12 months about 2018 being the Year of Engineering?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Yes",281,57,87,104,33,132,149,72,72,44,60,16,17,119,162,109,172,77,204,81,200,54,227,193,88,218,63,239,42,262,19,265,16,198,83,195,86,256,25,272,9,206,75,37,244,57,224,43,238,50,231,44,237,259,1,4,17,174,102,5,281,0,30,243,20,5,4,243,1]
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["No",689,159,219,207,104,308,381,172,206,90,117,46,58,212,477,173,516,190,499,179,510,295,394,510,179,516,173,577,112,612,77,635,54,419,270,379,310,618,71,657,32,434,255,225,464,135,554,118,571,64,625,54,635,647,3,15,24,218,447,24,0,689,72,596,36,15,14,596,7]
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["Don't know",53,8,12,21,12,22,31,6,14,10,11,6,6,26,27,25,28,21,32,21,32,15,38,33,20,33,20,45,8,49,4,51,2,30,23,28,25,48,5,52,1,31,22,13,40,14,39,7,46,9,44,7,46,51,0,0,2,19,34,0,0,53,7,44,3,3,0,44,1]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 106"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"111","index":108,"n_rows":62,"n_cols":69,"rows_kept":62,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 111/ 1"]
[]
["A33C. What have you seen or heard recently about 2018 being the Year of Engineering?"]
[]
["Base: Those who have heard about Year of Engineering"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE","Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","*e","*f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","*h","i","*j","k","l","m","n","a","*b","c","*d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","*d","a","b","*c",null,"a","b","*a","*b","*c","d","*e"]
["Total",281,57,87,104,33,132,149,72,72,44,60,16,17,119,162,109,172,77,204,81,200,54,227,193,88,218,63,239,42,262,19,265,16,198,83,195,86,256,25,272,9,206,75,37,244,57,224,43,238,50,231,44,237,259,1,4,17,174,102,5,281,30,243,20,5,4,243,1]
["Email information",34,4,8,18,4,12,22,3,9,7,11,2,2,15,19,16,18,12,22,12,22,6,28,27,7,27,7,27,7,30,4,32,2,20,14,22,12,30,4,32,2,22,12,5,29,6,28,6,28,8,26,5,29,33,0,0,1,26,8,0,34,2,30,2,0,0,30,0]
[null,0.12,7.0000000000000007E-2,0.09,"*17%",0.12,0.09,0.15,"*4%",0.13,0.16,0.18,0.13,0.12,0.13,0.12,0.15,0.1,0.16,0.11,0.15,0.11,0.11,0.12,0.14000000000000001,0.08,0.12,0.11,0.11,0.17,0.11,0.21,0.12,0.13,0.1,0.17,0.11,0.14000000000000001,0.12,0.16,0.12,0.22,0.11,0.16,0.14000000000000001,0.12,0.11,0.13,0.14000000000000001,0.12,0.16,0.11,0.11,0.12,0.13,0,0,0.06,0.15,0.08,0,0.12,7.0000000000000007E-2,0.12,0.1,0,0,0.12,0]
[null,null,null,null,null,null,null,null,null,null,"a","a"]
["Information in the media/online",24,7,5,9,3,10,14,6,6,2,7,2,1,9,15,9,15,7,17,6,18,7,17,14,10,17,7,22,2,23,1,23,1,17,7,17,7,22,2,24,0,17,7,5,19,3,21,5,19,7,17,2,22,23,0,0,1,19,5,0,24,2,22,1,0,1,22,0]
[null,0.09,0.12,0.06,0.09,0.09,0.08,0.09,0.08,0.08,0.05,0.12,0.13,0.06,0.08,0.09,0.08,0.09,0.09,0.08,7.0000000000000007E-2,0.09,0.13,7.0000000000000007E-2,7.0000000000000007E-2,0.11,0.08,0.11,0.09,0.05,0.09,0.05,0.09,0.06,0.09,0.08,0.09,0.08,0.09,0.08,0.09,0,0.08,0.09,0.14000000000000001,0.08,0.05,0.09,0.12,0.08,0.14000000000000001,7.0000000000000007E-2,0.05,0.09,0.09,0,0,0.06,0.11,0.05,0,0.09,7.0000000000000007E-2,0.09,0.05,0,0.25,0.09,0]
["Flyers/posters/physical advertising",14,4,3,6,1,4,10,1,6,2,4,1,0,8,6,6,8,7,7,5,9,6,8,11,3,11,3,12,2,13,1,14,0,9,5,9,5,12,2,14,0,10,4,4,10,3,11,4,10,2,12,1,13,14,0,0,0,7,6,1,14,1,13,0,1,0,13,0]
[null,0.05,7.0000000000000007E-2,0.03,0.06,0.03,0.03,7.0000000000000007E-2,0.01,0.08,0.05,7.0000000000000007E-2,0.06,0,7.0000000000000007E-2,0.04,0.06,0.05,0.09,0.03,0.06,0.05,"*11%","*4%",0.06,0.03,0.05,0.05,0.05,0.05,0.05,0.05,0.05,0,0.05,0.06,0.05,0.06,0.05,0.08,0.05,0,0.05,0.05,0.11,0.04,0.05,0.05,0.09,0.04,0.04,0.05,0.02,0.05,0.05,0,0,0,0.04,0.06,0.2,0.05,0.03,0.05,0,0.2,0,0.05,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bfj"]
["Information from school",9,2,2,4,1,6,3,3,1,2,2,1,0,3,6,1,8,1,8,2,7,1,8,8,1,8,1,8,1,9,0,9,0,5,4,5,4,9,0,9,0,5,4,1,8,2,7,0,9,0,9,1,8,8,1,0,0,5,4,0,9,0,9,0,0,0,9,0]
[null,0.03,0.04,0.02,0.04,0.03,0.05,0.02,0.04,0.01,0.05,0.03,0.06,0,0.03,0.04,0.01,0.05,0.01,0.04,0.02,0.04,0.02,0.04,0.04,0.01,0.04,0.02,0.03,0.02,0.03,0,0.03,0,0.03,0.05,0.03,0.05,0.04,0,0.03,0,0.02,0.05,0.03,0.03,0.04,0.03,0,0.04,0,0.04,0.02,0.03,0.03,1,0,0,0.03,0.04,0,0.03,0,0.04,0,0,0,0.04,0]
["Information at an event",8,3,1,4,0,3,5,1,3,2,2,0,0,5,3,4,4,4,4,3,5,2,6,6,2,5,3,4,4,7,1,7,1,7,1,6,2,7,1,7,1,7,1,2,6,0,8,4,4,1,7,0,8,8,0,0,0,6,2,0,8,0,8,0,0,0,8,0]
[null,0.03,0.05,0.01,0.04,0,0.02,0.03,0.01,0.04,0.05,0.03,0,0,0.04,0.02,0.04,0.02,0.05,0.02,0.04,0.03,0.04,0.03,0.03,0.02,0.02,0.05,"*2%","*10%",0.03,0.05,0.03,0.06,0.04,0.01,0.03,0.02,0.03,0.04,0.03,0.11,0.03,0.01,0.05,0.02,0,0.04,"*9%","*2%",0.02,0.03,0,0.03,0.03,0,0,0,0.03,0.02,0,0.03,0,0.03,0,0,0,0.03,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"cegil",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bcfi"]
["Information from social media",8,2,3,3,0,4,4,3,2,1,2,0,0,3,5,4,4,3,5,3,5,1,7,6,2,8,0,7,1,8,0,7,1,6,2,6,2,8,0,8,0,6,2,0,8,0,8,2,6,1,7,4,4,7,0,0,1,6,2,0,8,1,7,0,0,0,7,1]
[null,0.03,0.04,0.03,0.03,0,0.03,0.03,0.04,0.03,0.02,0.03,0,0,0.03,0.03,0.04,0.02,0.04,0.02,0.04,0.03,0.02,0.03,0.03,0.02,0.04,0,0.03,0.02,0.03,0,0.03,0.06,0.03,0.02,0.03,0.02,0.03,0,0.03,0,0.03,0.03,0,0.03,0,0.04,0.05,0.03,0.02,0.03,"*9%","*2%",0.03,0,0,0.06,0.03,0.02,0,0.03,0.03,0.03,0,0,0,0.03,1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"cfj"]
["Promotion of opportunities for students",8,1,3,3,1,4,4,2,2,1,2,1,0,4,4,3,5,2,6,3,5,3,5,8,0,6,2,7,1,8,0,7,1,4,4,3,5,8,0,8,0,4,4,1,7,3,5,2,6,1,7,1,7,8,0,0,0,7,1,0,8,2,6,2,0,0,6,0]
[null,0.03,0.02,0.03,0.03,0.03,0.03,0.03,0.03,0.03,0.02,0.03,0.06,0,0.03,0.02,0.03,0.03,0.03,0.03,0.04,0.03,0.06,0.02,0.04,0,0.03,0.03,0.03,0.02,0.03,0,0.03,0.06,0.02,0.05,"*2%","*6%",0.03,0,0.03,0,0.02,0.05,0.03,0.03,0.05,0.02,0.05,0.03,0.02,0.03,0.02,0.03,0.03,0,0,0,0.04,0.01,0,0.03,7.0000000000000007E-2,0.02,0.1,0,0,0.02,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,"bm"]
["Just that it is (the year of engineering)",6,3,1,2,0,2,4,2,2,0,2,0,0,3,3,4,2,2,4,2,4,1,5,5,1,5,1,6,0,5,1,6,0,5,1,5,1,6,0,6,0,5,1,1,5,1,5,1,5,1,5,0,6,5,0,0,1,3,3,0,6,2,4,1,0,1,4,0]
[null,0.02,0.05,0.01,0.02,0,0.02,0.03,0.03,0.03,0,0.03,0,0,0.03,0.02,0.04,0.01,0.03,0.02,0.02,0.02,0.02,0.02,0.03,0.01,0.02,0.02,0.03,0,0.02,0.05,0.02,0,0.03,0.01,0.03,0.01,0.02,0,0.02,0,0.02,0.01,0.03,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0,0.03,0.02,0,0,0.06,0.02,0.03,0,0.02,7.0000000000000007E-2,0.02,0.05,0,0.25,0.02,0]
["Promotion of innovation/pushing engineering forward",5,0,2,3,0,1,4,1,1,0,3,0,0,2,3,1,4,2,3,2,3,1,4,5,0,3,2,4,1,5,0,4,1,2,3,2,3,5,0,5,0,2,3,0,5,1,4,1,4,1,4,0,5,4,0,1,0,3,2,0,5,0,5,0,0,0,5,0]
[null,0.02,0,0.02,0.03,0,0.01,0.03,0.01,0.01,0,"*5%",0,0,0.02,0.02,0.01,0.02,0.03,0.01,0.02,0.02,0.02,0.02,0.03,0,0.01,0.03,0.02,0.02,0.02,0,0.02,0.06,0.01,0.04,0.01,0.03,0.02,0,0.02,0,0.01,0.04,0,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0,0.02,0.02,0,0.25,0,0.02,0.02,0,0.02,0,0.02,0,0,0,0.02,0]
["Push for more female engineers",3,0,2,0,1,2,1,1,1,0,0,1,0,2,1,2,1,0,3,0,3,1,2,3,0,2,1,3,0,3,0,2,1,1,2,1,2,3,0,3,0,1,2,0,3,1,2,1,2,1,2,0,3,3,0,0,0,2,1,0,3,1,2,1,0,0,2,0]
[null,0.01,0,0.02,0,0.03,0.02,0.01,0.01,0.01,0,0,0.06,0,0.02,0.01,0.02,0.01,0,0.01,0,0.02,0.02,0.01,0.02,0,0.01,0.02,0.01,0,0.01,0,0.01,0.06,0.01,0.02,0.01,0.02,0.01,0,0.01,0,"*%",0.03,0,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0,0.01,0.01,0,0,0,0.01,0.01,0,0.01,0.03,0.01,0.05,0,0,0.01,0]
["Promotion of engineering",3,0,1,2,0,0,3,0,1,0,2,0,0,1,2,0,3,0,3,1,2,1,2,3,0,2,1,2,1,3,0,2,1,1,2,0,3,3,0,3,0,1,2,0,3,1,2,0,3,0,3,0,3,3,0,0,0,2,1,0,3,1,2,0,1,0,2,0]
[null,0.01,0,0.01,0.02,0,0,0.02,0,0.01,0,0.03,0,0,0.01,0.01,0,0.02,0,0.01,0.01,0.01,0.02,0.01,0.02,0,0.01,0.02,0.01,0.02,0.01,0,0.01,0.06,0.01,0.02,"*0%","*3%",0.01,0,0.01,0,"*%",0.03,0,0.01,0.02,0.01,0,0.01,0,0.01,0,0.01,0.01,0,0,0,0.01,0.01,0,0.01,0.03,0.01,0,0.2,0,0.01,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"m",null,null,null,null,null,"m",null,"m"]
["That it's a government campaign",2,0,0,2,0,0,2,0,0,0,2,0,0,2,0,1,1,1,1,2,0,0,2,2,0,2,0,2,0,2,0,2,0,2,0,1,1,2,0,2,0,2,0,0,2,1,1,0,2,1,1,0,2,2,0,0,0,2,0,0,2,1,1,0,1,0,1,0]
[null,0.01,0,0,0.02,0,0,0.01,0,0,0,"*3%",0,0,0.02,0,0.01,0.01,0.01,"*%","*2%","*0%",0,0.01,0.01,0,0.01,0,0.01,0,0.01,0,0.01,0,0.01,0,0.01,0.01,0.01,0,0.01,0,0.01,0,0,0.01,0.02,"*%",0,0.01,0.02,"*%",0,0.01,0.01,0,0,0,0.01,0,0,0.01,0.03,"*%",0,0.2,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bh"]
["Addressing skills gap",1,0,1,0,0,0,1,0,1,0,0,0,0,0,1,0,1,0,1,0,1,1,0,1,0,0,1,1,0,1,0,0,1,0,1,0,1,1,0,1,0,0,1,0,1,0,1,0,1,0,1,0,1,1,0,0,0,0,1,0,1,0,1,0,0,0,1,0]
[null,"*%",0,0.01,0,0,0,0.01,0,0.01,0,0,0,0,0,0.01,0,0.01,0,"*%",0,0.01,"*2%","*0%",0.01,0,0,0.02,"*%",0,"*%",0,0,0.06,0,0.01,0,0.01,"*%",0,"*%",0,0,0.01,0,"*%",0,"*%",0,"*%",0,"*%",0,"*%","*%",0,0,0,0,0.01,0,"*%",0,"*%",0,0,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"j",null,null,null,null,"i"]
["Positive publicity/feedback",1,0,1,0,0,0,1,0,1,0,0,0,0,0,1,0,1,0,1,0,1,1,0,1,0,0,1,1,0,1,0,0,1,0,1,0,1,1,0,1,0,0,1,0,1,0,1,0,1,0,1,0,1,1,0,0,0,0,1,0,1,0,1,0,0,0,1,0]
[null,"*%",0,0.01,0,0,0,0.01,0,0.01,0,0,0,0,0,0.01,0,0.01,0,"*%",0,0.01,"*2%","*0%",0.01,0,0,0.02,"*%",0,"*%",0,0,0.06,0,0.01,0,0.01,"*%",0,"*%",0,0,0.01,0,"*%",0,"*%",0,"*%",0,"*%",0,"*%","*%",0,0,0,0,0.01,0,"*%",0,"*%",0,0,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"j",null,null,null,null,"i"]
["Other",20,5,5,8,2,8,12,4,6,3,5,1,1,10,10,13,7,6,14,9,11,3,17,15,5,15,5,18,2,20,0,18,2,14,6,15,5,18,2,20,0,15,5,1,19,6,14,2,18,4,16,4,16,19,0,1,0,13,7,0,20,2,18,1,0,0,18,1]
[null,7.0000000000000007E-2,0.09,0.06,0.08,0.06,0.06,0.08,0.06,0.08,7.0000000000000007E-2,0.08,0.06,0.06,0.08,0.06,"*12%","*4%",0.08,7.0000000000000007E-2,0.11,0.06,0.06,7.0000000000000007E-2,0.08,0.06,7.0000000000000007E-2,0.08,0.08,0.05,0.08,0,7.0000000000000007E-2,0.13,7.0000000000000007E-2,7.0000000000000007E-2,0.08,0.06,7.0000000000000007E-2,0.08,7.0000000000000007E-2,0,7.0000000000000007E-2,7.0000000000000007E-2,0.03,0.08,0.11,0.06,0.05,0.08,0.08,7.0000000000000007E-2,0.09,7.0000000000000007E-2,7.0000000000000007E-2,0,0.25,0,7.0000000000000007E-2,7.0000000000000007E-2,0,7.0000000000000007E-2,7.0000000000000007E-2,7.0000000000000007E-2,0.05,0,0,7.0000000000000007E-2,1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"dh",null,null,null,"d"]
["Not much/nothing",39,7,11,16,5,19,20,10,8,7,9,2,3,10,29,10,29,12,27,9,30,8,31,24,15,30,9,35,4,37,2,38,1,31,8,29,10,36,3,39,0,32,7,6,33,6,33,6,33,5,34,5,34,32,0,0,7,24,14,1,39,3,34,3,0,0,34,0]
[null,0.14000000000000001,0.12,0.13,0.15,0.15,0.14000000000000001,0.13,0.14000000000000001,0.11,0.16,0.15,0.13,0.18,"*8%","*18%",0.09,0.17,0.16,0.13,0.11,0.15,0.15,0.14000000000000001,0.12,0.17,0.14000000000000001,0.14000000000000001,0.15,0.1,0.14000000000000001,0.11,0.14000000000000001,0.06,0.16,0.1,0.15,0.12,0.14000000000000001,0.12,0.14000000000000001,0,0.16,0.09,0.16,0.14000000000000001,0.11,0.15,0.14000000000000001,0.14000000000000001,0.1,0.15,0.11,0.14000000000000001,0.12,0,0,0.41,0.14000000000000001,0.14000000000000001,0.2,0.14000000000000001,0.1,0.14000000000000001,0.15,0,0,0.14000000000000001,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ac",null,"a"]
["Don't know",124,23,46,39,16,65,59,38,31,21,18,6,10,58,66,49,75,32,92,36,88,21,103,80,44,95,29,106,18,115,9,116,8,89,35,88,36,113,11,118,6,92,32,15,109,26,98,16,108,24,100,22,102,115,0,2,7,67,54,3,124,15,105,10,3,2,105,0]
[null,0.44,0.4,"*53%",0.38,0.48,0.49,0.4,0.53,0.43,0.48,"*30%",0.38,0.59,0.49,0.41,0.45,0.44,0.42,0.45,0.44,0.44,0.39,0.45,0.41,0.5,0.44,0.46,0.44,0.43,0.44,0.47,0.44,0.5,0.45,0.42,0.45,0.42,0.44,0.44,0.43,0.67,0.45,0.43,0.41,0.45,0.46,0.44,0.37,0.45,0.48,0.43,0.5,0.43,0.44,0,0.5,0.41,"*39%","*53%",0.6,0.44,0.5,0.43,0.5,0.6,0.5,0.43,0]
[null,null,null,"c",null,null,null,null,"d",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b,c,d,e"]
["Page 107"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"112","index":109,"n_rows":22,"n_cols":70,"rows_kept":22,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 112/ 1"]
[]
["A35 Are you male or female?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Male",462,100,150,144,68,462,0,250,0,144,0,68,0,150,312,157,305,105,357,98,364,156,306,315,147,336,126,383,79,411,51,428,34,298,164,285,177,408,54,440,22,307,155,121,341,74,388,63,399,74,388,69,393,431,2,11,18,188,256,18,132,330,44,397,21,10,9,397,4]
[null,0.45,0.45,0.47,0.43,0.46,"*100%","*0%","*100%","*0%","*100%","*0%","*100%","*0%",0.42,0.47,"*51%","*43%","*36%","*49%","*35%","*49%",0.43,0.46,"*43%","*51%",0.44,0.49,0.44,0.49,0.45,0.51,0.45,0.47,0.46,0.44,0.47,0.42,0.44,0.53,0.45,0.52,0.46,0.44,0.44,0.46,"*36%","*47%","*38%","*47%","*60%","*43%","*66%","*43%",0.45,0.5,0.57999999999999996,0.42,0.46,0.44,0.62,0.47,0.44,0.4,0.45,0.36,0.43,0.5,0.45,0.44]
[null,null,null,null,null,null,"b",null,"bdf",null,"bdf",null,"bdf",null,null,"eg","adegi","g",null,"adeg",null,"adeg","g","eg",null,"acegn",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"c",null,"ce",null,"ce","abcdefhj",null,"abcdefhj"]
["Female",561,124,168,188,81,0,561,0,292,0,188,0,81,207,354,150,411,183,378,183,378,208,353,421,140,431,130,478,83,512,49,523,38,349,212,317,244,514,47,541,20,364,197,154,407,132,429,105,456,49,512,36,525,526,2,8,25,223,327,11,149,412,65,486,38,13,9,486,5]
[null,0.55000000000000004,0.55000000000000004,0.53,0.56999999999999995,0.54,"*0%","*100%","*0%","*100%","*0%","*100%","*0%","*100%",0.57999999999999996,0.53,"*49%","*57%","*64%","*51%","*65%","*51%",0.56999999999999995,0.54,"*57%","*49%",0.56000000000000005,0.51,0.56000000000000005,0.51,0.55000000000000004,0.49,0.55000000000000004,0.53,0.54,0.56000000000000005,0.53,0.57999999999999996,0.56000000000000005,0.47,0.55000000000000004,0.48,0.54,0.56000000000000005,0.56000000000000005,0.54,"*64%","*53%","*63%","*53%","*40%","*57%","*34%","*57%",0.55000000000000004,0.5,0.42,0.57999999999999996,0.54,0.56000000000000005,0.38,0.53,0.56000000000000005,0.6,0.55000000000000004,0.64,0.56999999999999995,0.5,0.55000000000000004,0.56000000000000005]
[null,null,null,null,null,null,null,"a",null,"ace",null,"ace",null,"ace","cfh",null,null,"cfh","bcfhj",null,"bcdfhij",null,"c",null,"b",null,"b",null,"b",null,"b",null,null,null,null,null,null,"b",null,null,null,null,null,null,"gi","gi","bdfgi","gi","dfgi","gi",null,"gi",null,"gi"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 108"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"113","index":110,"n_rows":22,"n_cols":70,"rows_kept":22,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 113/ 1"]
[]
["A36 Are you currently employed full-time or part-time?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Full-time (35 hours a week or more)",916,214,285,306,111,432,484,245,254,135,171,52,59,327,589,275,641,260,656,255,661,326,590,671,245,698,218,783,133,839,77,866,50,586,330,544,372,837,79,888,28,603,313,242,674,187,729,151,765,109,807,94,822,853,4,18,41,378,510,28,262,654,101,789,55,22,17,789,7]
[null,0.9,"*96%",0.9,0.92,"*74%","*94%","*86%","*98%",0.87,0.94,0.91,"*76%","*73%",0.92,0.88,0.9,0.9,0.9,0.89,0.91,0.89,0.9,0.9,"*91%","*85%","*91%","*85%","*91%","*82%","*91%","*77%","*91%","*69%",0.91,0.88,0.9,0.88,"*91%","*78%","*91%","*67%",0.9,0.89,0.88,0.9,0.91,0.89,0.9,0.89,0.89,0.9,0.9,0.9,0.89,1,0.95,0.95,"*92%","*87%",0.97,"*93%","*88%",0.93,0.89,0.93,0.96,0.94,0.89,0.78]
[null,null,"bd","d","d",null,"b",null,"bcdef","ef","bef","ef",null,null,null,null,null,null,null,null,null,null,null,null,"bdfhj","j","bdfhj","j","bdfhj","j","bdfhj",null,"bdfhj",null,"bdfhj","hj","bdfhj","fhj","bd",null,"bd",null,"bd","bd",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,"b"]
["Part-time (less than 35 hours a week)",107,10,33,26,38,30,77,5,38,9,17,16,22,30,77,32,75,28,79,26,81,38,69,65,42,69,38,78,29,84,23,85,22,61,46,58,49,85,22,93,14,68,39,33,74,19,88,17,90,14,93,11,96,104,0,1,2,33,73,1,19,88,8,94,4,1,1,94,2]
[null,0.1,"*4%",0.1,0.08,"*26%","*6%","*14%","*2%",0.13,0.06,0.09,"*24%","*27%",0.08,0.12,0.1,0.1,0.1,0.11,0.09,0.11,0.1,0.1,"*9%","*15%","*9%","*15%","*9%","*18%","*9%","*23%","*9%","*31%",0.09,0.12,0.1,0.12,"*9%","*22%","*9%","*33%",0.1,0.11,0.12,0.1,0.09,0.11,0.1,0.11,0.11,0.1,0.1,0.1,0.11,0,0.05,0.05,"*8%","*13%",0.03,"*7%","*12%",7.0000000000000007E-2,0.11,7.0000000000000007E-2,0.04,0.06,0.11,0.22]
[null,null,null,"a",null,"abc",null,"a",null,"ac","a","a","abcd","abcd",null,null,null,null,null,null,null,null,null,null,null,"acegikm",null,"acegikm",null,"acegikmn",null,"acegiklmn",null,"abcdefgiklmn",null,null,null,null,null,"acef",null,"acef",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,"a"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 109"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"114","index":111,"n_rows":34,"n_cols":70,"rows_kept":34,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 114/ 1"]
[]
["A36a. How would you describe your race / ethnicity?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Asian or Asian British  (Indian, Pakistani, Bangladeshi, any other Asian background)",59,20,12,23,4,21,38,12,20,8,15,1,3,21,38,14,45,17,42,13,46,32,27,45,14,49,10,53,6,54,5,55,4,38,21,30,29,54,5,56,3,39,20,21,38,9,50,15,44,9,50,10,49,59,0,0,0,25,33,1,20,39,59,0,59,0,0,0,0]
[null,0.06,"*9%",0.04,7.0000000000000007E-2,0.03,0.05,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.06,0.08,0.01,0.04,0.06,0.06,0.05,0.06,0.06,0.06,0.05,0.06,"*9%","*4%",0.06,0.05,0.06,0.04,0.06,0.04,0.06,0.05,0.06,0.06,0.06,0.06,0.05,7.0000000000000007E-2,0.06,0.05,0.06,7.0000000000000007E-2,0.06,0.06,0.08,0.05,0.04,0.06,0.09,0.05,7.0000000000000007E-2,0.06,0.1,0.05,"*6%",0,0,0,0.06,0.06,0.03,7.0000000000000007E-2,0.05,"*54%","*0%","*100%",0,0,"*0%",0]
[null,null,"bd",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"cgj",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b",null,"d"]
["Black or Black British  (Caribbean, African, any other Black background)",23,6,8,6,3,10,13,6,8,3,3,1,2,9,14,4,19,7,16,5,18,9,14,19,4,21,2,19,4,22,1,21,2,8,15,4,19,22,1,23,0,8,15,5,18,6,17,5,18,0,23,3,20,23,0,0,0,6,17,0,5,18,23,0,0,23,0,0,0]
[null,0.02,0.03,0.03,0.02,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0.01,0.02,0.03,0.02,0.01,0.03,0.02,0.02,0.02,0.02,0.02,0.02,0.03,0.01,0.03,0.01,0.02,0.02,0.02,0.01,0.02,0.03,"*1%","*4%","*1%","*5%",0.02,0.01,0.02,0,"*1%","*4%",0.02,0.02,0.03,0.02,0.03,0.02,0,0.03,0.03,0.02,0.02,0,0,0,0.01,0.03,0,0.02,0.02,"*21%","*0%",0,1,0,"*0%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"m",null,"km",null,"m","m","m",null,"m",null,null,"bdkm",null,"bdegikm",null,null,null,null,null,"e",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Mixed  (including white & black Caribbean, white & black African, white & Asian, any other mixed",18,5,8,3,2,9,9,7,6,1,2,1,1,6,12,4,14,3,15,5,13,7,11,12,6,14,4,16,2,18,0,18,0,13,5,11,7,16,2,18,0,13,5,6,12,6,12,3,15,3,15,3,15,17,0,0,1,7,11,0,4,14,18,0,0,0,18,0,0]
[null,0.02,0.02,0.03,0.01,0.01,0.02,0.02,0.03,0.02,0.01,0.01,0.01,0.01,0.02,0.02,0.01,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.02,0.01,0.02,0,0.02,0,0.02,0.01,0.02,0.02,0.02,0.02,0.02,0,0.02,0.01,0.02,0.02,0.03,0.01,0.02,0.02,0.02,0.02,0.03,0.02,0.02,0,0,0.02,0.02,0.02,0,0.01,0.02,"*17%","*0%",0,0,1,"*0%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["White  (including British, Irish, any other white background)",883,188,281,287,127,397,486,217,252,123,164,57,70,311,572,269,614,248,635,247,636,302,581,632,251,654,229,738,145,793,90,819,64,567,316,538,345,793,90,845,38,590,293,235,648,180,703,140,743,109,774,79,804,821,4,19,39,353,502,28,243,640,0,883,0,0,0,883,0]
[null,0.86,0.84,0.88,0.86,0.85,0.86,0.87,0.87,0.86,0.85,0.87,0.84,0.86,0.87,0.86,0.88,0.86,0.86,0.86,0.88,0.86,"*83%","*88%",0.86,0.87,0.85,0.89,0.86,0.9,0.86,0.9,0.86,0.89,0.88,0.84,"*89%","*82%",0.86,0.89,0.86,0.9,"*88%","*83%",0.85,0.87,0.87,0.86,0.83,0.87,0.89,0.86,"*75%","*88%",0.86,1,1,0.91,0.86,0.86,0.97,0.86,0.86,"*0%","*100%","*0%",0,0,"*100%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"i",null,"n",null,"n",null,"n",null,null,"n",null,"n",null,"cegln",null,null,null,null,null,"f",null,"i","i","i","i",null,"i","i","i",null,"i",null,null,null,null,null,null,null,null,null,null,"a",null,null,null,"a"]
["Other ethnic groups  (Chinese, any other ethnic group)",9,1,6,2,0,4,5,3,4,1,1,0,0,3,6,5,4,5,4,5,4,4,5,5,4,7,2,9,0,8,1,8,1,5,4,3,6,9,0,9,0,5,4,2,7,3,6,1,8,0,9,2,7,9,0,0,0,4,5,0,1,8,9,0,0,0,0,0,9]
[null,0.01,"*%","*2%",0.01,0,0.01,0.01,0.01,0.01,0.01,0.01,0,0,0.01,0.01,0.02,0.01,0.02,0.01,0.02,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0,0.01,0.01,0.01,0.01,0.01,0.01,"*%",0.01,0.01,0,0.01,0,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0.01,0,0.01,0.02,0.01,0.01,0,0,0,0.01,0.01,0,"*%",0.01,"*8%","*0%",0,0,0,"*0%",1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"b"]
["Prefer not to say",31,4,3,11,13,21,10,5,2,8,3,8,5,7,24,11,20,8,23,6,25,10,21,23,8,22,9,26,5,28,3,30,1,16,15,16,15,28,3,30,1,16,15,6,25,2,29,4,27,2,29,8,23,28,0,0,3,16,15,0,8,23,0,0,0,0,0,0,0]
[null,0.03,0.02,"*1%",0.03,"*9%","*5%","*2%",0.02,"*1%",0.06,0.02,"*12%",0.06,0.02,0.04,0.04,0.03,0.03,0.03,0.02,0.03,0.03,0.03,0.03,0.03,0.03,0.04,0.03,0.03,0.03,0.03,0.03,0.01,0.02,0.04,0.03,0.04,0.03,0.03,0.03,0.02,0.02,0.04,0.02,0.03,0.01,0.04,0.02,0.03,0.02,0.03,"*8%","*3%",0.03,0,0,7.0000000000000007E-2,0.04,0.03,0,0.03,0.03,0,"*0%",0,0,0,"*0%",0]
[null,null,null,null,"b","abc","b",null,null,null,"bd",null,"abd","bd",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"abcdefghj"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 110"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"115","index":112,"n_rows":49,"n_cols":70,"rows_kept":49,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 115/ 1"]
[]
["A37 Which of the following type of educational establishment do you work at?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Academy",479,114,164,145,56,204,275,121,157,60,85,23,33,202,277,152,327,155,324,147,332,171,308,370,109,375,104,420,59,445,34,456,23,268,211,243,236,446,33,467,12,275,204,123,356,104,375,77,402,49,430,53,426,467,0,1,11,188,281,10,135,344,62,405,37,11,8,405,6]
[null,0.47,0.51,"*52%",0.44,"*38%",0.44,0.49,0.48,"*54%",0.42,0.45,"*34%",0.41,"*57%","*42%",0.5,0.46,"*54%","*44%","*52%","*45%",0.47,0.47,"*50%","*38%","*49%","*41%","*49%","*36%","*48%","*34%","*48%","*32%","*41%","*56%","*40%","*56%","*48%","*33%","*48%","*29%","*41%","*58%",0.45,0.48,0.5,0.46,0.46,0.47,0.4,0.48,0.5,0.46,"*49%",0,0.05,"*26%",0.46,0.48,0.34,0.48,0.46,"*57%",0.46,"*63%",0.48,0.44,0.46,0.67]
[null,null,"d","cd",null,null,null,null,"e","cef",null,null,null,null,"bdfhij",null,"b",null,"bdfhj",null,"bfh",null,null,null,"bdfhjkm",null,"bdfhjkm",null,"bdfhjkm",null,"bdfhjkm",null,"bdfhjkm",null,null,"bcdefghijkm",null,"bcdefghijkm","bde",null,"bde",null,null,"abcde",null,null,null,null,null,null,null,null,null,null,"d",null,null,null,null,null,null,null,null,"b",null,"d"]
["Maintained School",158,39,42,60,17,78,80,40,41,27,33,11,6,56,102,44,114,41,117,38,120,51,107,122,36,129,29,139,19,145,13,148,10,87,71,79,79,148,10,155,3,90,68,40,118,27,131,26,132,17,141,16,142,138,2,7,11,66,87,5,43,115,17,135,5,7,4,135,1]
[null,0.15,0.17,0.13,0.18,0.11,0.17,0.14000000000000001,0.16,0.14000000000000001,0.19,0.18,0.16,"*7%",0.16,0.15,0.14000000000000001,0.16,0.14000000000000001,0.16,0.14000000000000001,0.16,0.14000000000000001,0.16,0.17,0.13,"*17%","*11%",0.16,0.12,0.16,0.13,0.16,0.14000000000000001,"*13%","*19%","*13%","*19%",0.16,0.1,0.16,7.0000000000000007E-2,"*13%","*19%",0.15,0.16,0.13,0.16,0.15,0.15,0.14000000000000001,0.16,0.15,0.15,"*14%",0.5,0.37,0.26,0.16,0.15,0.17,0.15,0.15,0.16,0.15,0.08,0.3,0.22,0.15,0.11]
[null,null,null,null,null,null,null,null,null,null,"f","f",null,null,null,null,null,null,null,null,null,null,null,null,"d",null,"d",null,null,null,null,null,null,null,null,"bdfkm",null,"bdfkm",null,null,null,null,null,"be",null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Independent / private school",147,19,32,58,38,70,77,25,26,27,31,18,20,37,110,45,102,34,113,31,116,54,93,82,65,86,61,119,28,130,17,138,9,133,14,129,18,127,20,141,6,138,9,44,103,30,117,24,123,30,117,12,135,141,0,0,6,60,81,6,44,103,7,136,6,0,1,136,0]
[null,0.14000000000000001,"*8%","*10%",0.17,"*26%",0.15,0.14000000000000001,"*10%","*9%",0.19,0.16,"*26%","*25%","*10%","*17%",0.15,0.14000000000000001,0.12,0.15,0.11,0.16,0.15,0.14000000000000001,"*11%","*23%","*11%","*24%",0.14000000000000001,0.17,0.14000000000000001,0.17,0.15,0.13,"*21%","*4%","*21%","*4%",0.14000000000000001,0.2,0.14000000000000001,0.14000000000000001,"*21%","*3%",0.16,0.14000000000000001,0.15,0.14000000000000001,0.14000000000000001,0.14000000000000001,"*24%","*13%",0.11,0.15,0.15,0,0,0.14000000000000001,0.15,0.14000000000000001,0.21,0.16,0.14000000000000001,"*6%","*15%",0.1,0,0.06,"*15%",0]
[null,null,null,null,"ab","abc",null,null,null,null,"ab","ab","ab","ab",null,"ag",null,null,null,"a",null,"a",null,null,"ln","acegiln","ln","acegijln","ln","acln","ln","ln","acln","ln","acegiln",null,"acegiln",null,"f","f","f","f","acf",null,null,null,null,null,null,null,"abcdefhij",null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Grammar School",58,7,17,21,13,28,30,13,11,8,13,7,6,8,50,11,47,14,44,17,41,18,40,42,16,45,13,47,11,54,4,56,2,53,5,50,8,52,6,56,2,54,4,13,45,15,43,14,44,6,52,9,49,54,2,0,2,27,30,1,17,41,4,50,2,0,1,50,1]
[null,0.06,0.03,0.05,0.06,0.09,0.06,0.05,0.05,0.04,0.06,7.0000000000000007E-2,0.1,7.0000000000000007E-2,"*2%","*8%",0.04,7.0000000000000007E-2,0.05,0.06,0.06,0.06,0.05,0.06,0.06,0.06,0.06,0.05,0.05,7.0000000000000007E-2,0.06,0.04,0.06,0.03,"*8%","*1%","*8%","*2%",0.06,0.06,0.06,0.05,"*8%","*1%",0.05,0.06,7.0000000000000007E-2,0.05,0.08,0.05,0.05,0.06,0.09,0.05,0.06,0.5,0,0.05,7.0000000000000007E-2,0.05,0.03,0.06,0.06,0.04,0.06,0.03,0,0.06,0.06,0.11]
[null,null,null,null,null,"a",null,null,null,null,null,null,"b",null,null,"ac",null,"a",null,"a","a","a",null,"a","ln","ln","ln","ln","ln","ln","ln",null,"ln",null,"eln",null,"eln",null,"f","f","f",null,"f"]
["Maintained Faith School",58,16,18,17,7,20,38,13,21,7,10,0,7,25,33,19,39,18,40,20,38,24,34,47,11,50,8,50,8,53,5,54,4,36,22,31,27,55,3,57,1,39,19,16,42,9,49,9,49,7,51,6,52,55,0,1,2,21,34,3,16,42,9,48,5,2,2,48,0]
[null,0.06,7.0000000000000007E-2,0.06,0.05,0.05,0.04,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.05,0.05,"*0%",0.09,7.0000000000000007E-2,0.05,0.06,0.05,0.06,0.05,7.0000000000000007E-2,0.05,7.0000000000000007E-2,0.05,0.06,0.04,"*7%","*3%",0.06,0.05,0.06,0.05,0.06,0.06,0.06,0.06,0.05,0.06,0.06,0.03,0.06,0.02,0.06,0.05,0.06,0.06,0.04,0.06,0.05,0.06,0.06,0.06,0.06,0.06,0.06,0,0.05,0.05,0.05,0.06,0.1,0.06,0.06,0.08,0.05,0.08,0.09,0.11,0.05,0]
[null,null,null,null,null,null,null,null,null,"e",null,null,null,"e",null,null,null,null,null,null,null,null,null,null,"d",null,"d"]
["Trust School",47,7,20,14,6,25,22,16,11,7,7,2,4,18,29,16,31,11,36,13,34,15,32,38,9,37,10,41,6,42,5,42,5,20,27,19,28,44,3,45,2,21,26,10,37,9,38,5,42,4,43,3,44,47,0,0,0,18,27,2,8,39,1,43,0,1,0,43,0]
[null,0.05,0.03,0.06,0.04,0.04,0.05,0.04,0.06,0.04,0.05,0.04,0.03,0.05,0.05,0.04,0.05,0.04,0.04,0.05,0.05,0.05,0.04,0.05,0.05,0.03,0.05,0.04,0.05,0.04,0.05,0.05,0.04,7.0000000000000007E-2,"*3%","*7%","*3%","*7%",0.05,0.03,0.05,0.05,"*3%","*7%",0.04,0.05,0.04,0.05,0.03,0.05,0.03,0.05,0.03,0.05,0.05,0,0,0,0.04,0.05,7.0000000000000007E-2,0.03,0.05,0.01,0.05,0,0.04,0,0.05,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"bikm",null,"bkm",null,null,null,null,null,"ce"]
["Free School",42,17,12,10,3,18,24,12,17,4,6,2,1,8,34,11,31,10,32,8,34,18,24,24,18,34,8,34,8,39,3,38,4,23,19,24,18,36,6,41,1,26,16,15,27,7,35,9,33,4,38,3,39,30,0,1,11,14,27,1,10,32,8,34,3,2,2,34,1]
[null,0.04,"*8%",0.04,0.03,0.02,0.04,0.04,0.05,0.06,0.03,0.03,0.03,0.01,"*2%","*5%",0.04,0.04,0.03,0.04,0.03,0.05,0.05,0.04,"*3%","*6%",0.04,0.03,0.04,0.05,0.04,0.03,0.04,0.06,0.04,0.05,0.04,0.04,0.04,0.06,0.04,0.02,0.04,0.05,0.05,0.04,0.03,0.04,0.05,0.04,0.03,0.04,0.03,0.04,"*3%",0,0.05,"*26%",0.03,0.05,0.03,0.04,0.04,7.0000000000000007E-2,0.04,0.05,0.09,0.11,0.04,0.11]
[null,null,"cd",null,null,null,null,null,null,null,null,null,null,null,null,"a",null,null,null,null,null,null,null,null,null,"a",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Welsh Establishment",7,0,3,2,2,4,3,2,1,1,1,1,1,2,5,1,6,1,6,1,6,4,3,5,2,6,1,5,2,5,2,5,2,4,3,4,3,6,1,5,2,4,3,4,3,1,6,1,6,1,6,1,6,0,0,7,0,2,5,0,0,7,0,7,0,0,0,7,0]
[null,0.01,0,0.01,0.01,0.01,0.01,0.01,0.01,"*%",0.01,0.01,0.01,0.01,0.01,0.01,"*%",0.01,"*%",0.01,"*%",0.01,0.01,"*%",0.01,0.01,0.01,"*%",0.01,0.01,0.01,0.02,"*1%","*3%",0.01,0.01,0.01,0.01,0.01,0.01,"*1%","*5%",0.01,0.01,0.01,"*%","*%",0.01,0.01,0.01,0.01,0.01,0.01,0.01,"*0%",0,0.37,0,"*%",0.01,0,0,0.01,0,0.01,0,0,0,0.01,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"egi",null,null,null,null,null,null,null,"acef"]
["University Technical College",3,1,2,0,0,1,2,1,2,0,0,0,0,1,2,1,2,0,3,1,2,1,2,0,3,1,2,0,3,3,0,3,0,2,1,2,1,1,2,3,0,2,1,1,2,1,2,0,3,1,2,0,3,3,0,0,0,2,1,0,1,2,0,3,0,0,0,3,0]
[null,"*%","*%",0.01,0,0,"*%","*%","*%",0.01,0,0,0,0,"*%","*%","*%","*%",0,"*%","*%","*%","*%","*%","*0%","*1%","*%",0.01,"*0%","*2%","*%",0,"*%",0,"*%","*%","*%","*%","**%","*2%","*%",0,"*%","*%","*%","*%","*%","*%",0,"*%",0.01,"*%",0,"*%","*%",0,0,0,"*%","*%",0,"*%","*%",0,"*%",0,0,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ace",null,"ae",null,"acegikmn",null,null,null,null,null,null,null,null,null,"ace"]
["Technical Academy",2,0,1,1,0,1,1,1,0,0,1,0,0,0,2,0,2,0,2,0,2,1,1,1,1,0,2,0,2,1,1,1,1,2,0,2,0,1,1,1,1,2,0,1,1,0,2,0,2,0,2,0,2,2,0,0,0,1,1,0,1,1,0,2,0,0,0,2,0]
[null,"*%",0,"*%","*%",0,"*%","*%","*%",0,0,0.01,0,0,0,"*%",0,"*%",0,"*%",0,"*%","*%","*%","*%","*%","*0%","*1%","*0%","*1%","*%",0.01,"**%","*1%","*%",0,"*%",0,"*%",0.01,"**%","*2%","*%",0,"*%","*%",0,"*%",0,"*%",0,"*%",0,"*%","*%",0,0,0,"*%","*%",0,"*%","*%",0,"*%",0,0,0,"*%",0]
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["Other",22,4,7,4,7,13,9,6,5,3,1,4,3,0,22,7,15,4,18,5,17,7,15,5,17,4,18,6,16,6,16,10,12,19,3,19,3,6,16,10,12,20,2,8,14,3,19,3,19,4,18,2,20,20,0,2,0,12,9,1,6,16,1,20,1,0,0,20,0]
[null,0.02,0.02,0.02,0.01,"*5%",0.03,0.02,0.02,0.02,0.02,0.01,"*6%",0.04,"*0%","*3%",0.02,0.02,0.01,0.02,0.02,0.02,0.02,0.02,"*1%","*6%","*1%","*7%","*1%","*10%","*1%","*16%","*1%","*17%","*3%","*1%","*3%","*1%","*1%","*16%","*1%","*29%","*3%","*1%",0.03,0.02,0.01,0.02,0.02,0.02,0.03,0.02,0.02,0.02,0.02,0,0.11,0,0.03,0.02,0.03,0.02,0.02,0.01,0.02,0.02,0,0,0.02,0]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 111"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"116","index":113,"n_rows":34,"n_cols":70,"rows_kept":34,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 116/ 1"]
[]
["A38 How long have you currently been teaching for?"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Less than a year",4,4,0,0,0,1,3,1,3,0,0,0,0,3,1,3,1,3,1,3,1,1,3,4,0,4,0,3,1,4,0,3,1,2,2,2,2,4,0,4,0,2,2,1,3,0,4,0,4,1,3,0,4,4,0,0,0,1,3,0,0,4,1,3,1,0,0,3,0]
[null,"*%","*2%",0,0,0,"*%",0.01,"*%","*1%",0,0,0,0,0.01,"*%","*1%","**%","*1%","**%","*1%","**%","*%","*%",0.01,0,0.01,0,"*%",0.01,"*%",0,"*%",0.01,"*%",0.01,"*%","*%","*%",0,"*%",0,"*%",0.01,"*%","*%",0,"*%",0,"*%",0.01,"*%",0,"*%","*%",0,0,0,"*%",0.01,0,0,0.01,0.01,"*%",0.02,0,0,"*%",0]
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["12 months to 5 years",137,98,20,16,3,49,88,39,79,7,9,3,0,58,79,39,98,37,100,41,96,53,84,113,24,119,18,126,11,129,8,125,12,70,67,51,86,132,5,134,3,71,66,31,106,36,101,22,115,12,125,12,125,134,0,1,2,51,82,4,32,105,29,106,21,3,3,106,2]
[null,0.13,"*44%","*6%","*5%","*2%","*11%","*16%",0.16,"*27%","*5%","*5%","*4%","*0%","*16%","*12%",0.13,0.14000000000000001,0.13,0.14000000000000001,0.15,0.13,0.15,0.13,"*15%","*8%","*16%","*7%","*15%","*7%",0.14000000000000001,0.08,0.13,0.17,"*11%","*18%","*8%","*20%","*14%","*5%",0.14000000000000001,7.0000000000000007E-2,"*11%","*19%",0.11,0.14000000000000001,0.17,0.12,0.13,0.13,0.1,0.14000000000000001,0.11,0.14000000000000001,"*14%",0,0.05,0.05,0.12,0.14000000000000001,0.14000000000000001,0.11,0.14000000000000001,"*27%","*12%","*36%",0.13,0.17,"*12%",0.22]
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["6 to 10 years",204,97,63,34,10,101,103,84,76,11,23,6,4,84,120,74,130,67,137,65,139,75,129,154,50,156,48,178,26,185,19,194,10,128,76,119,85,190,14,199,5,131,73,55,149,45,159,39,165,23,181,26,178,194,0,1,9,79,116,9,53,151,25,172,10,7,5,172,3]
[null,0.2,"*43%",0.2,"*10%","*7%",0.22,0.18,"*34%","*26%","*8%","*12%","*9%","*5%","*24%","*18%","*24%","*18%",0.23,0.19,0.23,0.19,0.21,0.2,0.21,0.17,0.2,0.19,0.21,0.16,0.2,0.19,0.2,0.14000000000000001,0.2,0.2,0.2,0.2,0.21,0.14000000000000001,0.2,0.12,0.2,0.21,0.2,0.2,0.22,0.19,0.23,0.19,0.19,0.2,0.25,0.19,0.2,0,0.05,0.21,0.19,0.2,0.31,0.19,0.2,0.23,0.19,0.17,0.3,0.28000000000000003,0.19,0.33]
[null,null,"bcd","cd",null,null,null,null,"cdef","cdef",null,null,null,null,"bd",null,"bdfh"]
["11 to 20 years",361,24,202,99,36,166,195,109,117,41,58,16,20,127,234,116,245,103,258,102,259,122,239,264,97,278,83,310,51,335,26,345,16,225,136,215,146,330,31,352,9,233,128,88,273,69,292,62,299,45,316,34,327,332,1,12,16,148,199,14,104,257,34,318,13,11,7,318,3]
[null,0.35,"*11%","*64%","*30%","*24%",0.36,0.35,"*44%","*40%",0.28000000000000003,0.31,"*24%","*25%",0.36,0.35,0.38,0.34,0.36,0.35,0.36,0.35,0.34,0.36,0.36,0.34,0.36,0.32,0.36,0.31,"*36%","*26%","*36%","*22%",0.35,0.36,0.36,0.35,0.36,0.31,0.36,0.21,0.35,0.36,0.32,0.36,0.33,0.36,0.37,0.35,0.37,0.35,0.32,0.36,0.35,0.25,0.63,0.37,0.36,0.34,0.48,0.37,0.35,0.31,0.36,"*22%",0.48,0.39,0.36,0.33]
[null,null,null,"acd","a","a",null,null,"cdef","cdef",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"j",null,"hj",null,"hj",null,"hj",null,"hj",null,"j","j","j","j",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Over 20 years",314,0,33,182,99,143,171,16,17,85,97,42,57,85,229,74,240,77,237,69,245,111,203,200,114,207,107,241,73,267,47,281,33,220,94,213,101,263,51,289,25,232,82,99,215,56,258,45,269,41,273,32,282,292,3,5,14,131,181,2,91,223,19,282,14,1,3,282,1]
[null,0.31,"*0%","*10%","*55%","*66%",0.31,0.3,"*6%","*6%","*59%","*52%","*62%","*70%","*24%","*34%","*24%","*34%",0.27,0.32,"*25%","*33%",0.3,0.31,"*27%","*40%","*27%","*42%","*28%","*45%","*29%","*47%","*30%","*46%","*34%","*25%","*35%","*24%","*29%","*50%","*29%","*60%","*35%","*23%","*36%","*29%",0.27,0.32,0.27,0.31,0.33,0.3,0.3,0.31,0.31,0.75,0.26,0.33,0.32,0.31,7.0000000000000007E-2,0.32,0.3,"*17%","*32%",0.24,0.04,0.17,"*32%",0.11]
[null,null,null,"a","ab","abc",null,null,null,null,"ab","ab","ab","abd",null,"aceg",null,"aceg",null,"acg",null,"acg","a","ac",null,"acegiln",null,"acegikln",null,"acegiklmn",null,"acegiklmn","n","acegikln","acegln",null,"acegiln",null,null,"acef","f","acef","acf",null,"bce",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Prefer not to say",3,1,0,1,1,2,1,1,0,0,1,1,0,0,3,1,2,1,2,1,2,2,1,1,2,3,0,3,0,3,0,3,0,2,1,2,1,3,0,3,0,2,1,1,2,0,3,0,3,1,2,1,2,1,0,0,2,1,2,0,1,2,1,2,0,1,0,2,0]
[null,"*%","*%",0,"*%",0.01,"*%","*%","*%",0,0,0.01,0.01,0,0,"*%","*%","*%","*%","*%","*%","*%",0.01,"*%","*%",0.01,"*%",0,"*%",0,"*%",0,"*%",0,"*%","*%","*%","*%","*%",0,"*%",0,"*%","*%","*%","*%",0,"*%",0,"*%",0.01,"*%",0.01,"*%","**%",0,0,"*5%","*%","*%",0,"*%","*%",0.01,"*%",0,0.04,0,"*%",0]
[null,null,null,null,null,null,null,null,null,null,null,null,"b",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"a"]
["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 112"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]

{"sheet":"117","index":114,"n_rows":22,"n_cols":70,"rows_kept":22,"cut":false,"hidden":false,"merged":[]}
[]
["Engineering Brand Monitor 2018 - Educators"]
["Back to contents"]
["Table 117/ 1"]
[]
["B1. Open to recontact"]
[]
["Base: All"]
[null,null,"Age",null,null,null,"Gender",null,"Age x Gender",null,null,null,null,null,"Subjects teach",null,null,null,null,null,null,null,null,null,"Age group of learners taught",null,null,null,null,null,null,null,null,null,null,null,null,null,"Age group of learners combined",null,null,null,null,null,"Degree(s) held",null,null,null,null,null,null,null,null,null,"Nation",null,null,null,"Attended STEM careers activity in last 12 months",null,null,"Heard of YoE",null,"Ethnicity",null,"Ethnicity2"]
[null,"Total","20-34","35-44","45-54","55+","Male","Female","Male - aged 20-44","Female - aged 20-44","Male - aged 45-54","Female - aged 45-54","Male - aged 55+","Female - aged 55+","Double award science - Yes","Double award science - No","Physics - Yes","Physics - No","Chemistry - Yes","Chemistry - No","Biology - Yes","Biology - No","Maths - Yes","Maths - No","Age 11-12 - Yes","Age 11-12 - No","Age 12-13 - Yes","Age 12-13 - No","Age 13-14 - Yes","Age 13-14 - No","Age 14-15 - Yes","Age 14-15 - No","Age 15-16 - Yes","Age 15-16 - No","Age 16-17 - Yes","Age 16-17 - No","Age 17-19 - Yes","Age 17-19 - No","Age 11-14 - Yes","Age 11-14 - No","Age 14-16 - Yes","Age 14-16 - No","Age 17-19 - Yes","Age 17-19 - No","Maths - Yes","Maths - No","Biology - Yes","Biology - No","Chemistry - Yes","Chemistry - No","Physics - Yes","Physics - No","Engineering - Yes","Engineering - No","England","Northern Ireland","Wales","Scotland","Yes","No","Don't know","Yes","No/Don't know","BAME","White","Asian or Asian British","Black or Black British","Mixed","White","Other"]
["Significance Level: 95%",null,"a","b","c","d","a","b","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","b","c","d","e","f","g","h","i","j","k","l","m","n","a","b","c","d","e","f","a","b","c","d","e","f","g","h","i","j","a","*b","*c","d","a","b","*c","a","b","a","b","a","*b","*c","d","*e"]
["Total",1023,224,318,332,149,462,561,250,292,144,188,68,81,357,666,307,716,288,735,281,742,364,659,736,287,767,256,861,162,923,100,951,72,647,376,602,421,922,101,981,42,671,352,275,748,206,817,168,855,123,900,105,918,957,4,19,43,411,583,29,281,742,109,883,59,23,18,883,9]
["Yes",922,209,301,288,124,415,507,236,274,124,164,55,69,331,591,285,637,266,656,264,658,330,592,681,241,700,222,774,148,831,91,858,64,577,345,539,383,832,90,885,37,598,324,249,673,193,729,150,772,111,811,97,825,872,4,16,30,378,518,26,262,660,100,800,55,19,17,800,9]
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["No",101,15,17,44,25,47,54,14,18,20,24,13,12,26,75,22,79,22,79,17,84,34,67,55,46,67,34,87,14,92,9,93,8,70,31,63,38,90,11,96,5,73,28,26,75,13,88,18,83,12,89,8,93,85,0,3,13,33,65,3,19,82,9,83,4,4,1,83,0]
[null,0.1,7.0000000000000007E-2,"*5%","*13%","*17%",0.1,0.1,"*6%","*6%",0.14000000000000001,0.13,"*19%",0.15,"*7%","*11%",7.0000000000000007E-2,0.11,0.08,0.11,"*6%","*11%",0.09,0.1,"*7%","*16%","*9%","*13%",0.1,0.09,0.1,0.09,0.1,0.11,0.11,0.08,0.1,0.09,0.1,0.11,0.1,0.12,0.11,0.08,0.09,0.1,0.06,0.11,0.11,0.1,0.1,0.1,0.08,0.1,"*9%",0,0.16,"*30%",0.08,0.11,0.1,"*7%","*11%",0.08,0.09,7.0000000000000007E-2,0.17,0.06,0.09,0]
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["Columns Tested: a,b,c,d - a,b - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d,e,f,g,h,i,j,k,l,m,n - a,b,c,d,e,f - a,b,c,d,e,f,g,h,i,j - a,b,c,d - a,b,c - a,b - a,b - a,b,c,d,e"]
["Page 113"]
[]
["Research conducted by IFF Research - CONFIDENTIAL"]