Controlling the False Discovery Rate in DIF Detection With e-Values: Evidence From Multidimensional and Testlet Simulations

-value methods exhibited inflation of Type I error as N increased, whereas e-BH preserved stable error control due to its model-agnostic calibration. An empirical application using Progress in International Reading Literacy Study (PIRLS) data further demonstrated that e-BH produces a more defensible and operationally sustainable set of DIF flags than traditional approaches. Together, these results establish e-values as a powerful and robust evidential tool for DIF detection in modern assessment contexts.

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Publication Details

Journal
Educational and Psychological Measurement
Published
2026-04-16
DOI
https://doi.org/10.1177/00131644261433236
Primary Topic
Psychometric Methodologies and Testing
Type
article
Field-Weighted Citation Impact
0.00
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article

Controlling the False Discovery Rate in DIF Detection With e-Values: Evidence From Multidimensional and Testlet Simulations

Shan Huang, David Goretzko
Educational and Psychological Measurement
Psychometric Methodologies and Testing
article

Controlling the False Discovery Rate in DIF Detection With e-Values: Evidence From Multidimensional and Testlet Simulations

Shan Huang, David Goretzko
article en

Abstract

-value methods exhibited inflation of Type I error as N increased, whereas e-BH preserved stable error control due to its model-agnostic calibration. An empirical application using Progress in International Reading Literacy Study (PIRLS) data further demonstrated that e-BH produces a more defensible and operationally sustainable set of DIF flags than traditional approaches. Together, these results establish e-values as a powerful and robust evidential tool for DIF detection in modern assessment contexts.

Educational and Psychological Measurement
Goethe University Frankfurt (DE), Chungwoon University (KR)
Quality Education
Openalex Percentile: Top 13%
Psychometric Methodologies and Testing
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