Literature DB >> 25223228

A Statistical Test for Differential Item Pair Functioning.

Timo M Bechger1, Gunter Maris.   

Abstract

This paper presents an IRT-based statistical test for differential item functioning (DIF). The test is developed for items conforming to the Rasch (Probabilistic models for some intelligence and attainment tests, The Danish Institute of Educational Research, Copenhagen, 1960) model but we will outline its extension to more complex IRT models. Its difference from the existing procedures is that DIF is defined in terms of the relative difficulties of pairs of items and not in terms of the difficulties of individual items. The argument is that the difficulty of an item is not identified from the observations, whereas the relative difficulties are. This leads to a test that is closely related to Lord's (Applications of item response theory to practical testing problems, Erlbaum, Hillsdale, 1980) test for item DIF albeit with a different and more correct interpretation. Illustrations with real and simulated data are provided.

Mesh:

Year:  2014        PMID: 25223228     DOI: 10.1007/s11336-014-9408-y

Source DB:  PubMed          Journal:  Psychometrika        ISSN: 0033-3123            Impact factor:   2.500


  5 in total

1.  A general framework and an R package for the detection of dichotomous differential item functioning.

Authors:  David Magis; Sébastien Béland; Francis Tuerlinckx; Paul De Boeck
Journal:  Behav Res Methods       Date:  2010-08

Review 2.  Different approaches to differential item functioning in health applications. Advantages, disadvantages and some neglected topics.

Authors:  Jeanne A Teresi
Journal:  Med Care       Date:  2006-11       Impact factor: 2.983

3.  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

4.  Conditional statistical inference with multistage testing designs.

Authors:  Robert J Zwitser; Gunter Maris
Journal:  Psychometrika       Date:  2013-12-06       Impact factor: 2.500

5.  A Note on "Constant Latent Odds-Ratios Models and the Mantel-Haenszel Null Hypothesis" Hessen, 2005.

Authors:  Gunter Maris
Journal:  Psychometrika       Date:  2007-09-25       Impact factor: 2.500

  5 in total
  10 in total

1.  Looking at DIF From a New Perspective: A Structure-Based Approach Acknowledging Inherent Indefinability.

Authors:  Anna Doebler
Journal:  Appl Psychol Meas       Date:  2018-09-11

2.  Not all DIF is shaped similarly.

Authors:  Paul De Boeck; Sun-Joo Cho
Journal:  Psychometrika       Date:  2021-06-05       Impact factor: 2.500

3.  Monitoring Countries in a Changing World: A New Look at DIF in International Surveys.

Authors:  Robert J Zwitser; S Sjoerd F Glaser; Gunter Maris
Journal:  Psychometrika       Date:  2016-11-14       Impact factor: 2.500

4.  Score-Based Tests of Differential Item Functioning via Pairwise Maximum Likelihood Estimation.

Authors:  Ting Wang; Carolin Strobl; Achim Zeileis; Edgar C Merkle
Journal:  Psychometrika       Date:  2017-11-17       Impact factor: 2.500

5.  Testing the Local Independence Assumption of the Rasch Model With Q 3-Based Nonparametric Model Tests.

Authors:  Rudolf Debelak; Ingrid Koller
Journal:  Appl Psychol Meas       Date:  2019-03-31

6.  Differential Item Functioning Analysis Without A Priori Information on Anchor Items: QQ Plots and Graphical Test.

Authors:  Ke-Hai Yuan; Hongyun Liu; Yuting Han
Journal:  Psychometrika       Date:  2021-03-03       Impact factor: 2.500

7.  Analyzing differential item functioning of the Nottingham Health Profile by Mixed Rasch Model.

Authors:  Selcen Yüksel; Atilla Halil Elhan; Derya Gökmen; Ayşe Adile Küçükdeveci; Şehim Kutlay
Journal:  Turk J Phys Med Rehabil       Date:  2018-04-02

8.  Graded response model fit, measurement invariance and (comparative) precision of the Dutch-Flemish PROMIS® Upper Extremity V2.0 item bank in patients with upper extremity disorders.

Authors:  C M Lameijer; S G J van Bruggen; E J A Haan; D F P Van Deurzen; K Van der Elst; V Stouten; A J Kaat; L D Roorda; C B Terwee
Journal:  BMC Musculoskelet Disord       Date:  2020-03-16       Impact factor: 2.362

9.  Psychometric properties of the Patient-Reported Outcomes Measurement Information System (PROMIS) Sleep Disturbance and Sleep-Related Impairment item banks in adolescents.

Authors:  Jojanneke A M C van Kooten; Caroline B Terwee; Michiel A J Luijten; Lindsay M H Steur; Sigrid Pillen; Nicole G J Wolters; Gertjan J L Kaspers; Raphaële R L van Litsenburg
Journal:  J Sleep Res       Date:  2020-03-16       Impact factor: 3.981

10.  A Note on the Structural Change Test in Highly Parameterized Psychometric Models.

Authors:  K B S Huth; L J Waldorp; J Luigjes; A E Goudriaan; R J van Holst; M Marsman
Journal:  Psychometrika       Date:  2022-02-01       Impact factor: 2.290

  10 in total

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