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Using Interpretable Machine Learning for Differential Item Functioning Detection in Psychometric Tests

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This study presents a novel method to investigate test fairness and differential item functioning combining psychometrics and machine learning. Test unfairness manifests itself in systematic and demographically imbalanced influences of confounding constructs o... ...