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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Journal of Education...arrow_drop_down
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
Journal of Educational Measurement
Article . 2021 . Peer-reviewed
License: Wiley Online Library User Agreement
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Assessing Differential Bundle Functioning Using Meta‐Analysis

Authors: Lanrong Li; Betsy Jane Becker;

Assessing Differential Bundle Functioning Using Meta‐Analysis

Abstract

AbstractDifferential bundle functioning (DBF) has been proposed to quantify the accumulated amount of differential item functioning (DIF) in an item cluster/bundle (Douglas, Roussos, and Stout). The simultaneous item bias test (SIBTEST, Shealy and Stout) has been used to test for DBF (e.g., Walker, Zhang, and Surber). Research on DBF may have the potential to reveal the mechanism underlying DIF. However, an unresolved issue is the lack of an effect size for DBF, making it difficult to assess and compare the amounts of DBF within and between tests. We propose using meta‐analysis techniques to study DBF. By meta‐analyzing DIF indices, we can examine the heterogeneity of DIF across items, using the weighted average of DIF indices in an item bundle as a measure of effect size for DBF. A Monte Carlo simulation study compared the performance of our proposed effect size for DBF and a new test of nonzero average DIF in an item bundle with that of a DBF test using SIBTEST. When the primary and secondary dimensions were moderately correlated, our proposed effect size for DBF had little bias; the test of nonzero average DIF also showed power and Type I error levels comparable to those of the DBF test.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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