ERIC Number: EJ772970
Record Type: Journal
Publication Date: 2007
Reference Count: 51
Assessing Differential Step Functioning in Polytomous Items Using a Common Odds Ratio Estimator
Penfield, Randall D.
Journal of Educational Measurement, v44 n3 p187-210 Fall 2007
Many statistics used in the assessment of differential item functioning (DIF) in polytomous items yield a single item-level index of measurement invariance that collapses information across all response options of the polytomous item. Utilizing a single item-level index of DIF can, however, be misleading if the magnitude or direction of the DIF changes across the steps underlying the polytomous response process. A more comprehensive approach to examining measurement invariance in polytomous item formats is to examine invariance at the level of each step of the polytomous item, a framework described in this article as differential step functioning (DSF). This article proposes a nonparametric DSF estimator that is based on the Mantel-Haenszel common odds ratio estimator ( Mantel & Haenszel, 1959 ), which is frequently implemented in the detection of DIF in dichotomous items. A simulation study demonstrated that when the level of DSF varied in magnitude or sign across the steps underlying the polytomous response options, the DSF-based approach typically provided a more powerful and accurate test of measurement invariance than did corresponding item-level DIF estimators.
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Publication Type: Journal Articles; Reports - Evaluative
Education Level: N/A
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