ScholarGate
Assistente

Confronta i metodi

Esamina i metodi selezionati fianco a fianco; le righe che differiscono sono evidenziate.

Analisi fattoriale esplorativa ordinale×Teoria della risposta all'item (IRT)×
CampoPsicometriaPsicometria
FamigliaLatent structureLatent structure
Anno di origine1978–19841952–1968
IdeatoreBengt MuthénFrederic M. Lord (and Allan Birnbaum for the 2PL/3PL models)
TipoLatent variable / dimension reductionProbabilistic measurement model
Fonte seminaleFlora, 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 ↗
Aliasordinal factor analysis, polychoric EFA, categorical EFA, EFA for ordinal dataIRT, latent trait theory, item characteristic curve theory, modern test theory
Correlati55
SintesiOrdinal 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.
ScholarGateInsieme di dati
  1. v1
  2. 2 Fonti
  3. PUBLISHED
  1. v1
  2. 2 Fonti
  3. PUBLISHED

Vai alla ricerca Scarica le diapositive

ScholarGateConfronta i metodi: Ordinal EFA · Item Response Theory. Consultato il 2026-06-18 da https://scholargate.app/it/compare