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Estimating the Importance of Differential Item Functioning DIF

Author(s):
Rudas, Tamas; Zwick, Rebecca J.
Publication Year:
1995
Report Number:
RR-95-33, PSRTR-95-03
Source:
ETS Research Report
Document Type:
Report
Page Count:
31
Subject/Key Words:
Differential Item Functioning (DIF), Estimation (Mathematics), Mantel-Haenszel Technique, Maximum Likelihood Statistics, Mixture Index of Fit

Abstract

Several methods have been proposed to detect differential item functioning (DIF), an item response pattern in which members of different demographic groups have different conditional probabilities of answering a test item correctly, given the same level of ability. In this paper, the mixture index of fit, proposed by Rudas, Clogg, and Lindsay (1994), is used to estimate the fraction of the population for which DIF occurs, and this approach is compared to the Mantel-Haenszel (1959) test of DIF developed by Holland (1985; see Holland & Thayer, 1988). The proposed estimation procedure, which is noniterative, can provide information about which portions of the item response data appear to be contributing to DIF. (31pp.)

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