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Robust Differential Item Functioning (Robust DIF)×Rasch'i mudel×
ValdkondPsühhomeetriaPsühhomeetria
PerekondLatent structureLatent structure
Tekkeaasta1990s–2000s1960
LoojaBuilding on DIF work by Cleary & Hilton (1968) and Mantel-Haenszel by Holland & Thayer (1988); robust extensions developed through 1990s–2000sGeorg Rasch
TüüpItem bias / fairness analysisItem Response Theory / Latent trait model
AlgallikasMagis, 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 ↗Rasch, G. (1960). Probabilistic Models for Some Intelligence and Attainment Tests. Danish Institute for Educational Research, Copenhagen. link ↗
RööpnimetusedRobust DIF, outlier-resistant DIF detection, robust item bias analysis, DIF with robust estimation1PL IRT, one-parameter logistic model, Rasch Modeli — 1PL IRT, 1PL model
Seotud66
KokkuvõteRobust 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.The Rasch model, introduced by Georg Rasch in 1960, is the simplest member of the Item Response Theory (IRT) family. It assigns a single difficulty parameter to each test item and places both item difficulties and person abilities on the same logit scale, enabling direct, sample-independent comparison of items and persons.
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ScholarGateVõrdle meetodeid: Robust Differential Item Functioning · Rasch Model. Loetud 2026-06-17 aadressilt https://scholargate.app/et/compare