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Устойчиво функциониране на диференциални елементи (Robust DIF)×Теория на отговора на елемент (ТОЕ)×
ОбластПсихометрияПсихометрия
СемействоLatent structureLatent structure
Година на възникване1990s–2000s1952–1968
СъздателBuilding 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)
ТипItem bias / fairness analysisProbabilistic measurement model
Основополагащ източникMagis, 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 ↗
Други названияRobust DIF, outlier-resistant DIF detection, robust item bias analysis, DIF with robust estimationIRT, latent trait theory, item characteristic curve theory, modern test theory
Свързани65
РезюмеRobust 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.
ScholarGateНабор от данни
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  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Robust Differential Item Functioning · Item Response Theory. Извлечено на 2026-06-18 от https://scholargate.app/bg/compare