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Ordinalna eksploratorna faktorska analiza×Теорија одговора на ставке (Item Response Theory - IRT)×
OblastPsihometrijaPsihometrija
PorodicaLatent structureLatent structure
Godina nastanka1978–19841952–1968
TvoracBengt MuthénFrederic M. Lord (and Allan Birnbaum for the 2PL/3PL models)
TipLatent variable / dimension reductionProbabilistic measurement model
Temeljni izvorFlora, D. B. & Curran, P. J. (2004). An empirical evaluation of alternative methods of estimation for confirmatory factor analysis with ordinal data. Psychological Methods, 9(4), 466–491. DOI ↗Lord, F. M. & Novick, M. R. (1968). Statistical Theories of Mental Test Scores. Addison-Wesley. link ↗
Drugi naziviordinal factor analysis, polychoric EFA, categorical EFA, EFA for ordinal dataIRT, latent trait theory, item characteristic curve theory, modern test theory
Srodne55
SažetakOrdinal exploratory factor analysis discovers latent factors underlying a set of ordinal items — typically Likert scales — by computing polychoric correlations among the items and then applying a weighted least squares estimator. It avoids the distortions that arise when continuous EFA methods are naively applied to ordered categorical responses.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.
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ScholarGateUporedite metode: Ordinal EFA · Item Response Theory. Preuzeto 2026-06-18 sa https://scholargate.app/sr/compare