ERIC Number: EJ1323814
Record Type: Journal
Publication Date: 2022-Feb
Pages: 33
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1076-9986
EISSN: N/A
Available Date: N/A
Mean Comparisons of Many Groups in the Presence of DIF: An Evaluation of Linking and Concurrent Scaling Approaches
Robitzsch, Alexander; Lüdtke, Oliver
Journal of Educational and Behavioral Statistics, v47 n1 p36-68 Feb 2022
One of the primary goals of international large-scale assessments in education is the comparison of country means in student achievement. This article introduces a framework for discussing differential item functioning (DIF) for such mean comparisons. We compare three different linking methods: concurrent scaling based on full invariance, concurrent scaling based on partial invariance using the RMSD statistic, and robust and nonrobust linking approaches based on separate scaling. Furthermore, we analytically derive the bias in the country means of different linking methods in the presence of DIF. In a simulation study, we show that the partial invariance and robust linking approaches provide less biased country means than the full invariance approach in the case of biased items.
Descriptors: Test Bias, International Assessment, Scaling, Comparative Analysis, Test Items, Achievement Tests, Foreign Countries, Secondary School Students, Statistical Analysis
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Publication Type: Journal Articles; Reports - Research
Education Level: Secondary Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Assessments and Surveys: Program for International Student Assessment
Grant or Contract Numbers: N/A
Author Affiliations: N/A