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On the Generalized S−X2 –Test of Item Fit: Some Variants, Residuals, and a Graphical Visualization.

Authors :
Ranger, Jochen
Brauer, Kay
Source :
Journal of Educational & Behavioral Statistics; Apr2022, Vol. 47 Issue 2, p202-230, 29p
Publication Year :
2022

Abstract

The generalized S − X 2 –test is a test of item fit for items with polytomous responses format. The test is based on a comparison of the observed and expected number of responses in strata defined by the test score. In this article, we make four contributions. We demonstrate that the performance of the generalized S − X 2 –test depends on how sparse cells are pooled. We propose alternative implementations of the test within the framework of limited information testing. We derive the distribution of the S − X 2 –residuals that can be used for post hoc analyses. We suggest a diagnostic plot that visualizes the form of the misfit. The performance of the alternative implementations is investigated in a simulation study. The simulation study suggests that the alternative implementations are capable of controlling the Type-I error rate well and have high power. An empirical application concludes this article. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10769986
Volume :
47
Issue :
2
Database :
Complementary Index
Journal :
Journal of Educational & Behavioral Statistics
Publication Type :
Academic Journal
Accession number :
155646093
Full Text :
https://doi.org/10.3102/10769986211050304