Literature DB >> 29881082

Linking Methods for the Zinnes-Griggs Pairwise Preference IRT Model.

Philseok Lee1, Seang-Hwane Joo2, Stephen Stark2.   

Abstract

Forced-choice item response theory (IRT) models are being more widely used as a way of reducing response biases in noncognitive research and operational testing contexts. As applications have increased, there has been a growing need for methods to link parameters estimated in different examinee groups as a prelude to measurement equivalence testing. This study compared four linking methods for the Zinnes and Griggs (ZG) pairwise preference ideal point model. A Monte Carlo simulation compared test characteristic curve (TCC) linking, item characteristic curve (ICC) linking, mean/mean (M/M) linking, and mean/sigma (M/S) linking. The results indicated that ICC linking and the simpler M/M and M/S methods performed better than TCC linking, and there were no substantial differences among the top three approaches. In addition, in the absence of possible contamination of the common (anchor) item subset due to differential item functioning, five items should be adequate for estimating the metric transformation coefficients. Our article presents the necessary equations for ZG linking and provides recommendations for practitioners who may be interested in developing and using pairwise preference measures for research and selection purposes.

Entities:  

Keywords:  Monte Carlo simulation; forced choice; ideal point; item response theory (IRT); linking; noncognitive assessment; pairwise preference

Year:  2016        PMID: 29881082      PMCID: PMC5978619          DOI: 10.1177/0146621616675836

Source DB:  PubMed          Journal:  Appl Psychol Meas        ISSN: 0146-6216


  2 in total

1.  A meta-analysis of the five-factor model of personality and academic performance.

Authors:  Arthur E Poropat
Journal:  Psychol Bull       Date:  2009-03       Impact factor: 17.737

2.  How IRT can solve problems of ipsative data in forced-choice questionnaires.

Authors:  Anna Brown; Alberto Maydeu-Olivares
Journal:  Psychol Methods       Date:  2012-11-12
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1.  An Extension of Testlet-Based Equating to the Polytomous Testlet Response Theory Model.

Authors:  Feifei Huang; Zhe Li; Ying Liu; Jingan Su; Li Yin; Minqiang Zhang
Journal:  Front Psychol       Date:  2022-01-12
  1 in total

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