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ERIC Number: EJ1121516
Record Type: Journal
Publication Date: 2016
Pages: 28
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0022-0655
Effect Size Measures for Differential Item Functioning in a Multidimensional IRT Model
Suh, Youngsuk
Journal of Educational Measurement, v53 n4 p403-430 Win 2016
This study adapted an effect size measure used for studying differential item functioning (DIF) in unidimensional tests and extended the measure to multidimensional tests. Two effect size measures were considered in a multidimensional item response theory model: signed weighted P-difference and unsigned weighted P-difference. The performance of the effect size measures was investigated under various simulation conditions including different sample sizes and DIF magnitudes. As another way of studying DIF, the ?[superscript 2] difference test was included to compare the result of statistical significance (statistical tests) with that of practical significance (effect size measures). The adequacy of existing effect size criteria used in unidimensional tests was also evaluated. Both effect size measures worked well in estimating true effect sizes, identifying DIF types, and classifying effect size categories. Finally, a real data analysis was conducted to support the simulation results.
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Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A