ScholarGate
Assistant

Comparer des méthodes

Examinez les méthodes sélectionnées côte à côte ; les lignes qui diffèrent sont mises en évidence.

Fonctionnement Différentiel des Items Robuste (Robust DIF)×Théorie de la réponse aux items (TRI)×
DomainePsychométriePsychométrie
FamilleLatent structureLatent structure
Année d'origine1990s–2000s1952–1968
Auteur d'origineBuilding on DIF work by Cleary & Hilton (1968) and Mantel-Haenszel by Holland & Thayer (1988); robust extensions developed through 1990s–2000sFrederic M. Lord (and Allan Birnbaum for the 2PL/3PL models)
TypeItem bias / fairness analysisProbabilistic measurement model
Source fondatriceMagis, D., Beland, S., Tuerlinckx, F., & De Boeck, P. (2011). A general framework and an R package for the detection of dichotomous differential item functioning. Behavior Research Methods, 43(3), 847–862. DOI ↗Lord, F. M. & Novick, M. R. (1968). Statistical Theories of Mental Test Scores. Addison-Wesley. link ↗
AliasRobust DIF, outlier-resistant DIF detection, robust item bias analysis, DIF with robust estimationIRT, latent trait theory, item characteristic curve theory, modern test theory
Apparentées65
RésuméRobust differential item functioning analysis detects items that behave differently across demographic groups after matching respondents on the underlying trait, while protecting the procedure against distortion by outliers, model misfit, or contaminated anchor items. It is applied in educational testing, clinical assessment, and survey research to ensure that a scale measures the same construct equally fairly for all groups.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
  1. v1
  2. 2 Sources
  3. PUBLISHED
  1. v1
  2. 2 Sources
  3. PUBLISHED

Aller à la recherche Télécharger les diapositives

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