|Thurstone, 1931, Fig. 20. Seriousness of delinquencies.|
Differential Test Functioning (DTF) and Differential Item Functioning (DIF) were investigated by Louis L. Thurstone using Case 5 of his "Law of Comparative Judgment" which is based on "discriminal differences" (Psychological Review, 1927, 34, 273-286).
240 children in Mendota, Illinois, were each asked to compare pairs of 13 delinquent activities and indicate which should be punished more severely. About a week later, they were shown a movie about the life of a gambler and then instructed to do their comparisons again. The results are shown here from "Influence of motion pictures on children's attitudes" (Journal of Social Psychology, 1931, 2, 291-305).
Thurstone's sample exhibited DTF. The spread of scale values on the second occasion was .95 of the first. This was attributed to increased boredom or indifference on the second occasion. Accordingly, in the Figure, Thurstone inflated the scale values for the second occasion by 1.05. "Gambler" exhibits noticeable DIF. The movie about the gambling lifestyle affected attitudes, at least that day.
Thurstone published the data for his analysis. This was reanalyzed with a Bradley-Terry (Rasch) model using Facets. The plot below (with 1 logit = 0.54 Thurstone units) shows the collinearity of scale values. The placement of the black triangles above the dotted trend line indicates the slight non-linearity of Thurstone "Before" relative to Rasch "Before" values. The "After" values are not adjusted for DTF so their narrower range is evident. Thurstone and Rasch coincide in their placement of "Gambler" in the "After" analyses. Rasch standard errors are about .05 units, so a DIF study shows the shift in "Gambler" to be highly significant. "Gangster" and "Beggar" show noticeable misfit "Before". None misfit "After".
John M. Linacre
Thurstone Case 5, Rasch, DTF and DIF. Thurstone LL, Linacre JM. 16:3 p.892
Thurstone Case 5, Rasch, DTF and DIF. Thurstone LL, Linacre JM. Rasch Measurement Transactions, 2002, 16:3 p.892
Please help with Standard Dataset 4: Andrich Rating Scale Model
|Rasch Measurement Transactions (free, online)||Rasch Measurement research papers (free, online)||Probabilistic Models for Some Intelligence and Attainment Tests, Georg Rasch||Applying the Rasch Model 3rd. Ed., Bond & Fox||Best Test Design, Wright & Stone|
|Rating Scale Analysis, Wright & Masters||Introduction to Rasch Measurement, E. Smith & R. Smith||Introduction to Many-Facet Rasch Measurement, Thomas Eckes||Invariant Measurement: Using Rasch Models in the Social, Behavioral, and Health Sciences, George Engelhard, Jr.||Statistical Analyses for Language Testers, Rita Green|
|Rasch Models: Foundations, Recent Developments, and Applications, Fischer & Molenaar||Journal of Applied Measurement||Rasch models for measurement, David Andrich||Constructing Measures, Mark Wilson||Rasch Analysis in the Human Sciences, Boone, Stave, Yale|
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