IDENTIFICATION OF ITEMS THAT SHOW NONUNIFORM DIF

Citation
P. Narayanan et H. Swaminathan, IDENTIFICATION OF ITEMS THAT SHOW NONUNIFORM DIF, Applied psychological measurement, 20(3), 1996, pp. 257-274
Citations number
24
Categorie Soggetti
Psychologym Experimental","Social Sciences, Mathematical Methods
ISSN journal
01466216
Volume
20
Issue
3
Year of publication
1996
Pages
257 - 274
Database
ISI
SICI code
0146-6216(1996)20:3<257:IOITSN>2.0.ZU;2-1
Abstract
This study compared three procedures-the Mantel-Haenszel (MH), the sim ultaneous item bias (SIB), and the logistic regression (LR) procedures -with respect to their Type I error rates and power to detect nonunifo rm differential item functioning (DIF). Data were simulated to reflect a variety of conditions: The factors manipulated included sample size , ability distribution differences between the focal and the reference groups, proportion of DIF items in the test, DIF effect sizes, and ty pe of item. 384 conditions were studied. Both the SIB and LR procedure s were equally powerful in detecting nonuniform DIF under most conditi ons. The MH procedure was not very effective in identifying nonuniform DIF items that had disordinal interactions. The Type I error rates we re within the expected limits for the MH procedure and were higher tha n expected for the SIB and LR procedures; the SIB results showed an ov erall increase of approximately 1% over the results.