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Welcome Reliability Programme: Leading the way to better testing and assessments 22 March 2011 Event Chair: Dame Sandra Burslem, DBE, Ofqual's Deputy Chair
Welcome and Setting the Scene Glenys Stacey, Ofqual Chief Executive
Ofqual’s Reliability Programme Dennis Opposs
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Background
[object Object],Aims
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Programme structure
Our Technical Advisory Group Paul Black Anton Beguin Alastair Pollitt Gordon Stanley Jo-Anne Baird
Strand 1 – Generating evidence ,[object Object],[object Object],[object Object],[object Object],[object Object]
Strand 2 – Interpreting and communicating evidence ,[object Object],[object Object],[object Object]
Strand 3 – Developing policy ,[object Object],[object Object],[object Object]
Student misclassification ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Strand 1 – Generating evidence (1) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Strand 1 – Generating evidence (2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Strand 1 – Generating evidence (3) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Strand 1 – Generating evidence (4) ,[object Object]
Strand 1 – Generating evidence (5) ,[object Object]
Strand 1 – Generating evidence (6) ,[object Object],Qualification Number of decisions Agreement rate (%) Cohen’s Kappa Q1 2144 96.1 0.763 Q2 479 100 1 Q3 3070 99.1 0.971
Strand 1 - Generating evidence (7) ,[object Object],85 85 0.919 English 2010 85 87 0.910 English 2009 90 91 0.964 Mathematics 2010 90 90 0.968 Mathematics 2009 86 87 0.926 Science 2010 87 88 0.928 Science 2009 Method 2 Method 1 Classification accuracy (%) Cronbach’s alpha Subject
Strand 2 – Interpreting and communicating evidence (1) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Strand 2 – Interpreting and communicating evidence (2) ,[object Object],[object Object],[object Object],[object Object]
Strand 2 – Interpreting and communicating evidence (3) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Strand 2 – Interpreting and communicating evidence (4) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Strand 3a  – Public perceptions of reliability (1) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],Strand 3a  – Public perceptions of reliability (2)
Strand 3a  – Public perceptions of reliability (3) Views on national exams system
Strand 3b  – Developing Ofqual reliability policy (1) ,[object Object],[object Object],[object Object],[object Object]
Ofqual Board recommendations ,[object Object],[object Object],[object Object]
Next steps ,[object Object],[object Object],[object Object]
Today ,[object Object],[object Object],[object Object],[object Object]
Findings from the Reliability Research Professor Jo-Anne Baird, Technical Advisory Group Member
Refreshment Break
A  view from the assessment community Paul E. Newton Director, Cambridge Assessment Network Division Presentation to Ofqual event  The reliability programme: leading the way to better testing and assessments. 22 March 2011.
[object Object]
Talking about error
The Telegraph (front page)
[object Object],[object Object]
The bad old days ,[object Object],[object Object]
Promulgating the myth ,[object Object],[object Object]
[object Object],[object Object]
Using knowledge of error ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Talking about error ,[object Object],[object Object]
The 20-point scale (1969-72) ,[object Object],[object Object],[object Object],[object Object]
The 20-point scale (1969-72) ,[object Object],[object Object],[object Object]
20-point scale (1983-86) ,[object Object],[object Object],[object Object]
Talking about error ,[object Object],[object Object]
Measuring attainment
Judging performance ,[object Object],[object Object]
Uses of reliability information ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
For education ,[object Object]
The Sun
For education ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object]
[object Object]
Child takes exams Head teacher Judgement: school level  Exams marked and graded Department School results Ofsted Judgement: local level Local authority/ federation/academy chain Judgement: national level Education initiatives Civil servants Ministers National productivity Debate: state ed successful? Teacher One pupil’s exam results: national implications
[object Object]
[object Object],[object Object]
[object Object],[object Object]
[object Object],[object Object]
[object Object]
 
[object Object]
[object Object],[object Object]
[object Object],[object Object]
[object Object]
Was I reliably informed...? ... a former principal ponders John Guy Formerly Principal, Farnborough Sixth Form College
3250 students;  Mostly A levels 3312 applications for 1750 places in September 2010 61 AS courses  Biggest? AS Mathematics  AS Psychology AS English  AS Media Smallest?  AS Italian (6)
 
Reliability  refers to the  consistency of outcomes  that would be observed from an assessment process  were it to be repeated .  High reliability  means that broadly the same outcomes would arise.  A range of factors that exist in the assessment process can introduce unreliability into assessment results.  (un)reliability concerns the impact of the particular details that do happen to vary from one assessment to the next for whatever reason.  So reliability was important to the College... ..and we paid over £800,000 a year to get it
Today’s session: Ponder aloud on reliability and the causes of unreliability and its impact upon College students A level History A level Business Studies A level Art O level Athletics
Hasna Benhassi Tatyana Tomashova
A level History 150 – 200 students taking A2 annually Previous achievements and value-added indicators suggest improving cohort Stable cohort of experienced and inspiring teachers, led by Chair of History Teaching Association Many experienced A level examiners Could be employed by Higher Education – and would be awarding degrees...
History A level results Awarding Body 145 140 166 179 195 Completers
60 0 38 34 30 E A C B D 100 80 70 60 50 40 0 Mapping Raw Score  UMS Scale Map to UMS A B C D E BAR 30 Marking tolerance+/-  5% Tolerance  Amplified +/- 8% A* 90 42 27
History A level results Awarding Body Reliability  refers to the  consistency of outcomes  that would be observed from an assessment process  were it to be repeated .  145 140 166 179 195 Completers
60 0 38 34 30 E A C B D Mapping Raw Score  BAR A* 42 27 A-E range should be 40% Narrow A-E range produces unreliability – in this case range is 25% 70% 45%
60 0 33 30 27 E A C B D Business Studies 2011 A2 raw marks  –  from web search BAR A* 36 25 18% A-E range!! 60% 42% 42 These raw marks over 42 worth nothing These raw marks between 27 and 42 worth 3% each These raw marks 23-27 worth  5% each These raw marks  0 - 23 worth  1.5 % each Candidate 1 Q4 =  4 raw marks  Total 27 Candidate 2 Q4 = 0 raw marks  Total 23 50% 30% Is this a reliable or valid assessment instrument?
The Regulated Assessment  (wobbly) Ruler? Questions 1,2,3 Questions 5, 6, 7, 8 When you measure things...   ...it’s a good idea to use a reliable ruler! Sometimes I think the College ruler is more reliable! 4 0!
AS level Art 2007  - 495 Candidates Reliability  refers to the  consistency of outcomes  that would be observed from an assessment process  were it to be repeated .  A B C D E FSFC 2007 14.1 37.5 72.7 93.1 97.1 Joint Council Figure 2007 21 42 66 83 94 FSFC 2006 23.2 55.4 87.3 96.3 98.3 Joint Council Figure 2006 22 44 67 84 94 FSFC 2005 20.7 48.3 82.2 97.8 99.3 Joint Council Figure 2005 21 42 65 82 92 FSFC 2004 20.4 45.2 78.3 94.4 99 Joint Council Figure 2004 22.2 42.5 63.8 81.4 92.4 FSFC 2003 22.8 46.7 68.7 85.1 95.9 J oint Council Figure 2003 22.2 42.2 63.5 80.6 91.5
2007 – a special year ,[object Object],[object Object],[object Object],[object Object],Grade A  62 Grade B  54 Grade C  46 Grade D  38 Grade E  30 New boundaries (used by College) Criterion judgments, no disagreements at moderation;  Work praised (again) for consistent internal assessment Grade A  69 Grade B  60 Grade C  51 Grade D  42 Grade E  33 Adjusted boundaries (summer 2007) New boundaries close to historic grade boundaries which the awarding body had sought to change
ANALYSIS Value added scores 2005: +0.4 2006:  +0.4  2007:  -0.3  2008:  +0.4  Chi-squared test A  B C D E U 2003-2006 21.8% 27.1% 30.1% 14.3% 4.75% 2% 2007 Expected 107.9 134.1 149 70.8 23.3 9.9 2007 Actual 70 116 174 101 20 14 Chi-sq 13.32 2.45 4.2 12.9 0.46 1.7  sum 35.02 Tables give 18.47 at 0.1% significance level Assuming similar ability of cohort, agreed with moderator, the chances of this change occurring randomly is infinitessimaL
Was this a reliable assessment? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conclusions Large cohorts from open access colleges are representative of the whole population Large cohorts of students therefore provide an opportunity for an additional check on processes Statistical analysis of the entire cohort will hide flaws in the assessment process An error is associated with every measurement but some measurements are error(mistake)-ridden – and unfair.  Is error(mistake) designed into the assessment instrument? Awarding bodies are not keen to admit it! Reliability  refers to the  consistency of outcomes  that would be observed from an assessment process  were it to be repeated .
Questions and Answers to the Panel of Speakers Chair: Glenys Stacey, Ofqual Chief Executive
Ofqual’s Reliability Programme Closing remarks Dennis Opposs
Ofqual Board recommendations ,[object Object],[object Object],[object Object],[object Object]
Ofqual Board recommendations ,[object Object],[object Object],[object Object],[object Object],[object Object]
Ofqual Board recommendations ,[object Object],[object Object]
Next steps ,[object Object],[object Object],[object Object]
Today Tell us your opinions or email them to   [email_address]
Thank you for attending Networking Lunch

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The Reliability Programme: Leading the way to better tests and assessments

  • 1. Welcome Reliability Programme: Leading the way to better testing and assessments 22 March 2011 Event Chair: Dame Sandra Burslem, DBE, Ofqual's Deputy Chair
  • 2. Welcome and Setting the Scene Glenys Stacey, Ofqual Chief Executive
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  • 7. Our Technical Advisory Group Paul Black Anton Beguin Alastair Pollitt Gordon Stanley Jo-Anne Baird
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  • 25. Strand 3a – Public perceptions of reliability (3) Views on national exams system
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  • 30. Findings from the Reliability Research Professor Jo-Anne Baird, Technical Advisory Group Member
  • 32. A view from the assessment community Paul E. Newton Director, Cambridge Assessment Network Division Presentation to Ofqual event The reliability programme: leading the way to better testing and assessments. 22 March 2011.
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  • 54. Child takes exams Head teacher Judgement: school level Exams marked and graded Department School results Ofsted Judgement: local level Local authority/ federation/academy chain Judgement: national level Education initiatives Civil servants Ministers National productivity Debate: state ed successful? Teacher One pupil’s exam results: national implications
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  • 65. Was I reliably informed...? ... a former principal ponders John Guy Formerly Principal, Farnborough Sixth Form College
  • 66. 3250 students; Mostly A levels 3312 applications for 1750 places in September 2010 61 AS courses Biggest? AS Mathematics AS Psychology AS English AS Media Smallest? AS Italian (6)
  • 67.  
  • 68. Reliability refers to the consistency of outcomes that would be observed from an assessment process were it to be repeated . High reliability means that broadly the same outcomes would arise. A range of factors that exist in the assessment process can introduce unreliability into assessment results. (un)reliability concerns the impact of the particular details that do happen to vary from one assessment to the next for whatever reason. So reliability was important to the College... ..and we paid over £800,000 a year to get it
  • 69. Today’s session: Ponder aloud on reliability and the causes of unreliability and its impact upon College students A level History A level Business Studies A level Art O level Athletics
  • 71. A level History 150 – 200 students taking A2 annually Previous achievements and value-added indicators suggest improving cohort Stable cohort of experienced and inspiring teachers, led by Chair of History Teaching Association Many experienced A level examiners Could be employed by Higher Education – and would be awarding degrees...
  • 72. History A level results Awarding Body 145 140 166 179 195 Completers
  • 73. 60 0 38 34 30 E A C B D 100 80 70 60 50 40 0 Mapping Raw Score UMS Scale Map to UMS A B C D E BAR 30 Marking tolerance+/- 5% Tolerance Amplified +/- 8% A* 90 42 27
  • 74. History A level results Awarding Body Reliability refers to the consistency of outcomes that would be observed from an assessment process were it to be repeated . 145 140 166 179 195 Completers
  • 75. 60 0 38 34 30 E A C B D Mapping Raw Score BAR A* 42 27 A-E range should be 40% Narrow A-E range produces unreliability – in this case range is 25% 70% 45%
  • 76. 60 0 33 30 27 E A C B D Business Studies 2011 A2 raw marks – from web search BAR A* 36 25 18% A-E range!! 60% 42% 42 These raw marks over 42 worth nothing These raw marks between 27 and 42 worth 3% each These raw marks 23-27 worth 5% each These raw marks 0 - 23 worth 1.5 % each Candidate 1 Q4 = 4 raw marks Total 27 Candidate 2 Q4 = 0 raw marks Total 23 50% 30% Is this a reliable or valid assessment instrument?
  • 77. The Regulated Assessment (wobbly) Ruler? Questions 1,2,3 Questions 5, 6, 7, 8 When you measure things... ...it’s a good idea to use a reliable ruler! Sometimes I think the College ruler is more reliable! 4 0!
  • 78. AS level Art 2007 - 495 Candidates Reliability refers to the consistency of outcomes that would be observed from an assessment process were it to be repeated . A B C D E FSFC 2007 14.1 37.5 72.7 93.1 97.1 Joint Council Figure 2007 21 42 66 83 94 FSFC 2006 23.2 55.4 87.3 96.3 98.3 Joint Council Figure 2006 22 44 67 84 94 FSFC 2005 20.7 48.3 82.2 97.8 99.3 Joint Council Figure 2005 21 42 65 82 92 FSFC 2004 20.4 45.2 78.3 94.4 99 Joint Council Figure 2004 22.2 42.5 63.8 81.4 92.4 FSFC 2003 22.8 46.7 68.7 85.1 95.9 J oint Council Figure 2003 22.2 42.2 63.5 80.6 91.5
  • 79.
  • 80. ANALYSIS Value added scores 2005: +0.4 2006: +0.4 2007: -0.3 2008: +0.4 Chi-squared test A B C D E U 2003-2006 21.8% 27.1% 30.1% 14.3% 4.75% 2% 2007 Expected 107.9 134.1 149 70.8 23.3 9.9 2007 Actual 70 116 174 101 20 14 Chi-sq 13.32 2.45 4.2 12.9 0.46 1.7 sum 35.02 Tables give 18.47 at 0.1% significance level Assuming similar ability of cohort, agreed with moderator, the chances of this change occurring randomly is infinitessimaL
  • 81.
  • 82. Conclusions Large cohorts from open access colleges are representative of the whole population Large cohorts of students therefore provide an opportunity for an additional check on processes Statistical analysis of the entire cohort will hide flaws in the assessment process An error is associated with every measurement but some measurements are error(mistake)-ridden – and unfair. Is error(mistake) designed into the assessment instrument? Awarding bodies are not keen to admit it! Reliability refers to the consistency of outcomes that would be observed from an assessment process were it to be repeated .
  • 83. Questions and Answers to the Panel of Speakers Chair: Glenys Stacey, Ofqual Chief Executive
  • 84. Ofqual’s Reliability Programme Closing remarks Dennis Opposs
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  • 89. Today Tell us your opinions or email them to [email_address]
  • 90. Thank you for attending Networking Lunch

Notas do Editor

  1. Because strand 1 is technically very complicated, we wanted to appoint a heavy-weight Technical Advisory Group. And we’re proud to have achieved that! We’ve got a team of five, including three professors, representing expertise from the ranks of: awarding body research teams academia, and educational testing agencies and only one of them is English. And we’ve got both critics and defenders of the system on board too. Paul Black, in particular, has been one of the most vociferous critics of the system: specifically challenging assessment agencies for a lack of openness and transparency concerning error. Because, inevitably, we have been working very closely with awarding bodies this Technical Group had a most important role to play in vouching for the independence of the programme and the trustworthiness of the results.
  2. How reliable are results from national assessments, exams and qualifications in England?
  3. Trying to find answers to questions such as How do we conceptualize reliability in different contexts? How do we interpret our findings – what do the results from strand 1 mean and how can we make sense of them? Class acc 84%; Cron alpha 0.78 How do we communicate our findings?
  4. Finding answers to questions like what do the public know about reliability? What do they feel about reliability?
  5. So, how unreliable is educational assessment? This is quite a controversial area, as it happens, and there wasn’t a great deal of evidence to be found. At least, not a lot of evidence that’s user-friendly enough to make good sense of. But one of England’s foremost professors of educational assessment has concluded that: [READ] He and two other professors provided evidence to the Select Committee in 2007 [READ] That’s quite high. Are they right? We’ll come back to that later.
  6. Several empirical studies to investigate the reliabilities of results from NCTs, GCSEs, A levels, VQs
  7. For several years NFER have been asking 11 year olds to pretest items that are to be used in the following year’s KS2 test before they take the current year’s test. So the data generated allows them to compare the pretest and live test results for five years, 2004-2008. Here is a summary of the results. Accuracy: degree of agreement between classifications based on observed scores and true scores on a test Consistency: degree of agreement between classifications based on two sets of observed scores from replications of the same measurement procedure Misclassification: the degree that observed scores and true scores on a test classify examinees into different categories. So 88% accuracy = 12% misclassification. We will come back to that later.
  8. English 2008 English reading pre-test
  9. 190 GCSE components – mainly objective tests and short answer questions
  10. 97 GCE components – mainly objective tests and short answer questions
  11. Assessors and internal verifiers for three workplace based NVQs. Kappa – a measure of agreement between two ratings of the same event that takes account of probability of agreement by chance. 0.61-0.80 substantial agreement 0.81-1.0 almost perfect agreement
  12. Following the NFER work mentioned earlier on reliability in NC tests, some further analyses have been carried out to see what figures emerge for the internal consistency reliability - Cronbach’s alpha, and classification accuracy – degree of agreement between classifications based on observed scores and true scores on a test for the 2009 and 2010 live tests . Alpha values are relatively high and are similar over the two years for the subjects The classification accuracy figures estimated using two different methods are mostly around 87% for science, 85% for English and 90% for maths – so a misclassification rate of about 10%, 13 or 15%.
  13. External research projects 1. Estimating and interpreting reliability, based on CTT – describes measurement process, describes different forms of reliability 4. Reporting of results and measurement uncertainties – international report on how results and associated errors are reported internationally Representing and reporting of assessment results and measurement uncertainties in some USA tests – high stake tests 6. Reliability of teacher assessment Internal research projects Reliability of composite scores: based on CTT, G-theory and IRT, qualification level
  14. Example of error reporting from N Carolina. Confidence limits
  15. Issues related to reliability discussed.
  16. Ofqual and NFER – discussion group at 2009 AEA Europe conference in Malta to discuss issues with reporting assessment results and reliability information. Summary of views expressed by participants.
  17. Participants show varied degrees of understanding and varying degrees of tolerance towards different kinds of error.
  18. Ipsos-MORI 2009 survey. Teachers – 80% thought students got right grade
  19. Ofqual quantitative online survey
  20. Remember the public confidence objective – “ The public confidence objective is to promote public confidence in regulated qualifications and regulated assessment arrangements “. On to the media reaction to some of our work. You might want to reflect how that feeds into public confidence.