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Konfirmačná faktorová analýza (KFA)×Exploratory Factor Analysis (EFA)×Analýza mediácie×
OdborPsychometriaŠtatistikaŠtatistika
RodinaLatent structureLatent structureHypothesis test
Rok vzniku19691986
TvorcaKarl Gustav JöreskogBaron & Kenny
TypHypothesis-testing latent variable modelLatent variable / dimension reductionIndirect effects / path test
Pôvodný zdrojJöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202. DOI ↗Fabrigar, L. R., Wegener, D. T., MacCallum, R. C. & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4(3), 272–299. DOI ↗Baron, R. M. & Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research. Journal of Personality and Social Psychology, 51(6), 1173–1182. link ↗
Ďalšie názvyCFA, confirmatory FA, measurement model, restricted factor analysiscommon factor analysis, açımlayıcı faktör analizi, factor analysisindirect effects analysis, path-based mediation, PROCESS macro mediation, Aracılık Analizi (Mediation / PROCESS)
Príbuzné445
ZhrnutieConfirmatory factor analysis tests a researcher-specified factor structure against observed data. Unlike exploratory approaches, the researcher decides in advance which indicators load on which latent factor, and the model is evaluated by how closely the implied covariance matrix reproduces the sample covariance matrix. CFA is central to scale validation, construct validity assessment, and measurement invariance testing.Exploratory factor analysis reduces a large set of observed variables into a smaller number of latent common factors. It is widely used in scale development and psychometrics to uncover the dimensional structure that underlies a set of correlated items, without specifying that structure in advance.Mediation analysis is a statistical procedure that tests whether the effect of an independent variable X on an outcome Y operates wholly or partly through a third variable M, called the mediator. Formalised by Baron and Kenny in 1986, it decomposes the total effect of X on Y into a direct path (c′) and an indirect path (a × b), quantifying how much of the relationship is carried by the mediating mechanism.
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ScholarGatePorovnať metódy: Confirmatory factor analysis · EFA · Mediation Analysis. Získané 2026-06-18 z https://scholargate.app/sk/compare