Literature DB >> 34992308

Testing for Differential Item Functioning Under the D-Scoring Method.

Dimiter M Dimitrov1,2, Dimitar V Atanasov3.   

Abstract

This study offers an approach to testing for differential item functioning (DIF) in a recently developed measurement framework, referred to as D-scoring method (DSM). Under the proposed approach, called P-Z method of testing for DIF, the item response functions of two groups (reference and focal) are compared by transforming their probabilities of correct item response, estimated under the DSM, into Z-scale normal deviates. Using the liner relationship between such Z-deviates, the testing for DIF is reduced to testing two basic statistical hypotheses about equal variances and equal means of the Z-deviates for the reference and focal groups. The results from a simulation study support the efficiency (low Type error and high power) of the proposed P-Z method. Furthermore, it is shown that the P-Z method is directly applicable in testing for differential test functioning. Recommendations for practical use and future research, including possible applications of the P-Z method in IRT context, are also provided.
© The Author(s) 2021.

Entities:  

Keywords:  D-scoring method; differential item functioning; test bias

Year:  2021        PMID: 34992308      PMCID: PMC8725056          DOI: 10.1177/00131644211001524

Source DB:  PubMed          Journal:  Educ Psychol Meas        ISSN: 0013-1644            Impact factor:   2.821


  9 in total

1.  A taxonomy of effect size measures for the differential functioning of items and scales.

Authors:  Adam W Meade
Journal:  J Appl Psychol       Date:  2010-07

2.  Detecting differential item functioning with confirmatory factor analysis and item response theory: toward a unified strategy.

Authors:  Stephen Stark; Oleksandr S Chernyshenko; Fritz Drasgow
Journal:  J Appl Psychol       Date:  2006-11

3.  Real and Artificial Differential Item Functioning in Polytomous Items.

Authors:  David Andrich; Curt Hagquist
Journal:  Educ Psychol Meas       Date:  2014-05-16       Impact factor: 2.821

4.  Effect size indices for analyses of measurement equivalence: understanding the practical importance of differences between groups.

Authors:  Christopher D Nye; Fritz Drasgow
Journal:  J Appl Psychol       Date:  2011-09

5.  A Note on the D-Scoring Method Adapted for Polytomous Test Items.

Authors:  Dimiter M Dimitrov; Yong Luo
Journal:  Educ Psychol Meas       Date:  2018-07-04       Impact factor: 2.821

6.  An Approach to Scoring and Equating Tests With Binary Items: Piloting With Large-Scale Assessments.

Authors:  Dimiter M Dimitrov
Journal:  Educ Psychol Meas       Date:  2016-02-16       Impact factor: 2.821

7.  An Effect Size Measure for Raju's Differential Functioning for Items and Tests.

Authors:  Keith D Wright; T C Oshima
Journal:  Educ Psychol Meas       Date:  2014-04-29       Impact factor: 2.821

8.  Modeling of Item Response Functions Under the D-Scoring Method.

Authors:  Dimiter M Dimitrov
Journal:  Educ Psychol Meas       Date:  2019-06-10       Impact factor: 2.821

  9 in total

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