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Comparison of Mantel–Haenszel test with IRT procedures for DIF detection and effect size estimation for dichotomous items
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Title: Comparison of Mantel–Haenszel test with IRT procedures for DIF detection and effect size estimation for dichotomous items

Creator:

Kondratek, Bartosz ; Grudniewska, Magdalena

Date:

2014

Resource Type:

article

Publisher:

Educational Research Institute

Abstract:

The article compares two methods used to detect differential item functioning (DIF) of dichotomously scored items: a nonparametric solution based on the Mantel–Haenszel procedure (MH) and a parametric IRT approach with a likelihood ratio test. A Monte Carlo experiment was performed in order to evaluate performance of both statistics in various conditions of DIF uniformity. Results confirmed the theoretical prediction that the MH test has greater statistical power in detecting uniform DIF than the likelihood ratio test and less power than the LR test in cases of non-uniform DIF. Apart of examining statistical power of the test, specific measures of DIF effect size were compared: MH D–DIF and three measures of P–DIF expressed on the item easiness scale.

Bibliographic citation:

Edukacja : an interdisciplinary approach 2. 2014

Coverage:

21st century

Language:

eng

Rights:

Creative Commons BY 4.0

Format:

application/pdf

Resource Identifier:

oai:jbc.bj.uj.edu.pl:282259

ISSN:

0239-6858

Subject and keywords:

differential item functioning Mantel–Haenszel test item response theory

Object collections:

Last modified:

Oct 26, 2021

In our library since:

Aug 6, 2014

Number of object content hits:

200

Number of object content views in PDF format

80

All available object's versions:

https://jbc.bj.uj.edu.pl/publication/294919

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Comparison of Mantel–Haenszel test with IRT procedures for DIF detection and effect size estimation for dichotomous items Oct 26, 2021

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