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Korelatīvās faktoru analīzes (KFA)×Apstiprinošā faktoru analīze (AFA)×Kronbaha alfa (Reliability Analysis)×Eksploratīvā faktoru analīze (EFA)×
NozareStatistikaPsihometrijaStatistikaStatistika
SaimeLatent structureLatent structureLatent structureLatent structure
Izcelsmes gads196919691951
AutorsKarl JöreskogKarl Gustav JöreskogLee J. Cronbach
TipsConfirmatory latent variable modelHypothesis-testing latent variable modelReliability / internal consistency coefficientLatent variable / dimension reduction
PirmavotsBrown, T. A. (2015). Confirmatory Factor Analysis for Applied Research (2nd ed.). The Guilford Press. ISBN: 978-1462515363Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202. DOI ↗Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334. 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 ↗
Citi nosaukumiDoğrulayıcı Faktör Analizi (CFA), confirmatory factor analysis, measurement modelCFA, confirmatory FA, measurement model, restricted factor analysiscoefficient alpha, alpha reliability, internal consistency reliability, Güvenilirlik Analizi (Cronbach Alpha)common factor analysis, açımlayıcı faktör analizi, factor analysis
Saistītās4444
KopsavilkumsConfirmatory factor analysis tests whether a researcher-specified factor structure fits the observed data. Formalised by Karl Jöreskog in 1969, it is the measurement-model step within structural equation modelling and is the standard tool for validating the factorial structure of scales and questionnaires before comparing groups or estimating latent relationships.Confirmatory 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.Cronbach's alpha is a coefficient of internal consistency that quantifies the degree to which a set of items on a scale measures the same underlying construct. Introduced by Lee J. Cronbach in 1951, it remains the most widely reported reliability index in social-science, health, and educational research.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.
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ScholarGateSalīdzināt metodes: CFA · Confirmatory factor analysis · Cronbach's Alpha · EFA. Izgūts 2026-06-18 no https://scholargate.app/lv/compare