ERIC Number: EJ1402811
Record Type: Journal
Publication Date: 2023
Pages: 25
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0022-0655
EISSN: EISSN-1745-3984
Available Date: N/A
Detecting Differential Item Functioning in CAT Using IRT Residual DIF Approach
Lim, Hwanggyu; Choe, Edison M.
Journal of Educational Measurement, v60 n4 p626-650 2023
The residual differential item functioning (RDIF) detection framework was developed recently under a linear testing context. To explore the potential application of this framework to computerized adaptive testing (CAT), the present study investigated the utility of the RDIF[subscript R] statistic both as an index for detecting uniform DIF of pretest items in CAT and as a direct measure of the effect size of uniform DIF. Extensive CAT simulations revealed RDIF[subscript R] to have well-controlled Type I error and slightly higher power to detect uniform DIF compared with CATSIB, especially when pretest items were calibrated using fixed-item parameter calibration. Moreover, RDIF[subscript R] accurately estimated the amount of uniform DIF irrespective of the presence of impact. Therefore, RDIF[subscript R] demonstrates its potential as a useful tool for evaluating both the statistical and practical significance of uniform DIF in CAT.
Descriptors: Test Items, Computer Assisted Testing, Item Response Theory, Adaptive Testing, Pretesting, Error Patterns, Accuracy, Identification, Statistical Significance
Wiley. Available from: John Wiley & Sons, Inc. 111 River Street, Hoboken, NJ 07030. Tel: 800-835-6770; e-mail: cs-journals@wiley.com; Web site: https://www-wiley-com.bibliotheek.ehb.be/en-us
Publication Type: Journal Articles; Reports - Evaluative
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A
Author Affiliations: N/A