A general framework and an R package for the detection of dichotomous differential item functioning |
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Authors: | David Magis Sébastien Béland Francis Tuerlinckx Paul De Boeck |
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Affiliation: | (1) Department of Psychiatry and Psychology, Mayo Clinic, 4500 San Pablo Road, Jacksonville, FL 32224, USA;(2) Department of Neurology, Davis School of Medicine, University of California, Sacramento, CA 95817, USA |
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Abstract: | Differential item functioning (DIF) is an important issue of interest in psychometrics and educational measurement. Several methods have been proposed in recent decades for identifying items that function differently between two or more groups of examinees. Starting from a framework for classifying DIF detection methods and from a comparative overview of the most traditional methods, an R package for nine methods, called difR, is presented. The commands and options are briefly described, and the package is illustrated through the analysis of a data set on verbal aggression. |
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