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Data file preparation Item and scale scores Missing data Reporting the CEQ Change in 2010 CEQ Q&A
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Course experience perceptions of graduates who completed coursework degrees ◦ Research degree graduates respond to the PREQ Feedback on up to two majors ◦ More responses than respondents Eleven scales underpinned by 49 Likert-type items ◦ Three core scales consisting of 13 items
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Good Teaching Scale (GSS) [6] Generic Skills Scale (GSS) [6] Overall Satisfaction Item (OSI) [1] Clear Goals and Standards Scale (CGS) [4] Appropriate Workload Scale (AWS) [4] Appropriate Assessment Scale (AAS) [3] Intellectual Motivation Scale (IMS) [4] Student Support Scale (SSS) [5] Graduate Qualities Scale (GQS) [6] Learning Resources Scale (LRS) [5] Learning Community Scale (LCS) [5]
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Remove PREQ cases Remove cases with no CEQMAJ ◦ Imputation possible from MAJ1 and MAJ2 Remove cases with no LEVEL Remove cases that do not fulfil these conditions: ◦ valid response to OSI, or ◦ at least four GTS item responses, or ◦ at least four GSS item responses All collection methods retained for 2010 CEQ
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113,523 respondents 131,603 responses GDSCEQ1CEQ2
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Common five-point response scale ◦ 1 = strongly disagree ◦ 2 = disagree ◦ 3 = neither agree nor disagree ◦ 4 = agree ◦ 5 = strongly agree Some items reverse coded CEQ Reporting metrics: ◦ 1 = -100; 2 = -50; 3 = 0; 4 = 50; 5 = 100 (CEQ) ◦ 1 = 0; 2 = 0; 3 = 0; 4 = 100; 5 = 100 (PA) ◦ 1 = 0; 2 = 0; 3 = 100; 4 = 100; 5 = 100 (BA)
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Mean of item scores Minimum item scores: ◦ 1 for OSI ◦ 2 for AAS ◦ 3 for AWS, CGS, IMS ◦ 4 for GQS, GSS, GTS, LCS, LRS, SSS Item scores removed if scale score not computed CEQ scores are normally distributed
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Planned: ◦ Optional scale not included ◦ From < 0.1% to 1.8% of responses Unplanned: ◦ Item non-response
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START ◦ Resource library Data files CEQ 2010
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START ◦ Resource library Reports 2010
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START ◦ Resource library Data files CEQ 2010 ◦ Save target as… ◦ Save link as…
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Concern that graduates were misreading the direction of the response scale ◦ Positive comments accompanying negative scores It was awesome!!!
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Endpoint-only labels 1992-2009 All points labelled 2010- following resolution by SRG at July 2009 meeting
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Yearly changes in CEQ scores typically incremental Sample composition consistent between 2009-10 Response scale change flagged as potential cause Discussion paper prepared ◦ Core items ◦ Hardcopy/online responses
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Denoting agreement/disagreement makes valence of positive/negative response more explicit (Weijters, 2010) ◦ Respondents generally have a desire to be agreeable (McClendon, 1991) ◦ Fully-labelled response scale results in an upward shift in the response distribution (Guterbock and Hubbard, 2000) Greater accessibility of labelled response categories is likely to cause a shift away from the midpoint (Simonson, 1989)
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‘Neither agree nor disagree’ or ‘Undecided’? Ambiguity of unlabelled midpoint
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Item 200820092010 NMeanSt. Dev.NMeanSt. Dev.NMeanSt. Dev. GTS0171,95721.350.573,67622.051.075,27130.746.2 GTS0371,94424.050.673,65324.351.275,30933.945.6 GTS1071,78523.551.673,54823.952.075,23431.447.2 GTS1571,78624.948.973,51525.249.375,26532.345.1 GTS1671,82825.950.173,54026.350.475,23633.345.9 GTS2771,64116.252.573,40016.653.275,17522.149.3 GSS0671,85226.953.573,59327.153.675,23636.047.2 GSS1471,88142.750.273,57242.651.075,26151.441.4 GSS2371,78637.848.573,45837.849.275,21046.640.7 GSS3271,78342.553.273,44742.353.775,21350.245.1 GSS4271,75734.248.573,45633.749.275,20940.842.2 GSS4371,75239.548.873,47139.149.775,19146.541.4 OSI4971,72339.350.273,42539.250.975,15847.442.8
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Shift in response distribution likely due to labelling ◦ Upward shift from midpoint (‘N’) to fourth point (‘A’) ◦ Consistent with literature 2010 beginning new CEQ time series Positive development for the CEQ: ◦ More consistent responses ◦ More in line with PREQ response scale CEQ review—response scale likely reassessed
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