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Ordinale Exploratieve Factoranalyse×Item Response Theory (IRT)×
VakgebiedPsychometriePsychometrie
FamilieLatent structureLatent structure
Jaar van ontstaan1978–19841952–1968
GrondleggerBengt MuthénFrederic M. Lord (and Allan Birnbaum for the 2PL/3PL models)
TypeLatent variable / dimension reductionProbabilistic measurement model
Oorspronkelijke bronFlora, 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 ↗
Aliassenordinal factor analysis, polychoric EFA, categorical EFA, EFA for ordinal dataIRT, latent trait theory, item characteristic curve theory, modern test theory
Verwant55
SamenvattingOrdinal 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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ScholarGateMethoden vergelijken: Ordinal EFA · Item Response Theory. Geraadpleegd op 2026-06-18 via https://scholargate.app/nl/compare