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Kwantitativna analiza czynnikowa (CFA)×Testowanie niezmienniczości pomiaru×Modelowanie równań strukturalnych (SEM)×
DziedzinaPsychometriaPsychometriaStatystyka
RodzinaLatent structureLatent structureLatent structure
Rok powstania196920001970
TwórcaKarl Gustav JöreskogVandenberg & LanceKarl Jöreskog (LISREL framework, 1970s)
TypHypothesis-testing latent variable modelMulti-group confirmatory factor analysis procedureLatent variable / causal modeling
Źródło pierwotneJöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202. DOI ↗Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature. Organizational Research Methods, 3(1), 4–70. DOI ↗Hair, J. F., Black, W. C., Babin, B. J. & Anderson, R. E. (2019). Multivariate Data Analysis (8th ed.). Cengage Learning. ISBN: 978-1473756540
Inne nazwyCFA, confirmatory FA, measurement model, restricted factor analysisFactorial Invariance, Measurement Equivalence, Configural-Metric-Scalar Testing, Ölçüm DeğişmezliğiYapısal Eşitlik Modellemesi (SEM), structural equation modelling, covariance structure analysis, latent variable modeling
Pokrewne435
PodsumowanieConfirmatory 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.Measurement invariance testing is a sequence of nested confirmatory factor analysis (CFA) models that examines whether a psychological scale measures the same latent construct in the same way across distinct groups or time points. Systematized and popularized by Vandenberg and Lance (2000), the procedure tests a hierarchy of constraints — from identical factor patterns to identical item intercepts — so that researchers can justify meaningful group comparisons on latent means.Structural equation modeling is a multivariate statistical framework that simultaneously estimates a measurement model — relating observed indicators to latent constructs — and a structural model specifying directional or reciprocal relationships among those constructs. Rooted in the LISREL tradition developed by Karl Jöreskog in the 1970s, SEM is the standard tool for testing complex theoretical models in the social, behavioural, and management sciences.
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ScholarGatePorównaj metody: Confirmatory factor analysis · Measurement Invariance · SEM. Pobrano 2026-06-20 z https://scholargate.app/pl/compare