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Fonctionnement Différentiel des Items Bayésien (DIF Bayésien)×Théorie de la réponse aux items (TRI)×
DomainePsychométriePsychométrie
FamilleLatent structureLatent structure
Année d'origine1990s–2000s1952–1968
Auteur d'origineH. Swaminathan & H. J. Rogers (classical DIF); Bayesian extensions developed through Markov chain Monte Carlo IRT methods in the 1990s–2000sFrederic M. Lord (and Allan Birnbaum for the 2PL/3PL models)
TypeItem bias detection / Bayesian inferenceProbabilistic measurement model
Source fondatriceSwaminathan, H., & Rogers, H. J. (1990). Detecting differential item functioning using logistic regression procedures. Journal of Educational Measurement, 27(4), 361–370. DOI ↗Lord, F. M. & Novick, M. R. (1968). Statistical Theories of Mental Test Scores. Addison-Wesley. link ↗
AliasBayesian DIF, Bayesian DIF analysis, Bayesian item bias detection, BDIFIRT, latent trait theory, item characteristic curve theory, modern test theory
Apparentées55
RésuméBayesian differential item functioning analysis detects whether a test item behaves differently across demographic or cultural groups — such as males vs. females — after accounting for the underlying ability or trait being measured. It applies Bayesian IRT estimation to obtain posterior distributions of item parameters separately per group, then evaluates group differences with posterior credibility intervals or Bayes factors rather than classical p-values.Item response theory models the probability that a respondent answers an item correctly (or endorses it) as a function of the respondent's latent trait level and the item's own statistical properties — difficulty, discrimination, and guessing. Unlike classical test theory, IRT places persons and items on the same scale, yielding measurement that is sample-independent for items and test-independent for persons.
ScholarGateJeu de données
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  1. v1
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  3. PUBLISHED

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ScholarGateComparer des méthodes: Bayesian Differential Item Functioning · Item Response Theory. Consulté le 2026-06-17 sur https://scholargate.app/fr/compare