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Výzkum testování multivariátních modelů×Konfirmační faktorová analýza (CFA)×
OborDesign výzkumuPsychometrika
RodinaProcess / pipelineLatent structure
Rok vzniku1970s–1980s (multivariate model testing as a distinct approach)1969
TvůrceKarl Jöreskog (SEM/LISREL framework); Barbara Tabachnick & Linda Fidell (multivariate methods synthesis)Karl Gustav Jöreskog
TypQuantitative confirmatory research designHypothesis-testing latent variable model
Původní zdrojTabachnick, B. G., & Fidell, L. S. (2019). Using Multivariate Statistics (7th ed.). Pearson. ISBN: 978-0134790541Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202. DOI ↗
Další názvymultivariate model testing, multivariate structural testing, multivariate confirmatory modeling, MVMT researchCFA, confirmatory FA, measurement model, restricted factor analysis
Příbuzné54
ShrnutíMultivariate model testing research is a confirmatory quantitative design in which a theoretically derived model involving multiple variables and their interrelationships is formally tested against empirical data. Rather than exploring patterns inductively, the researcher specifies a model a priori — capturing hypothesized directional paths, latent constructs, or covariance structures — and then evaluates how well this model reproduces the observed data using techniques such as structural equation modeling, confirmatory factor analysis, or multivariate path analysis.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.
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ScholarGatePorovnat metody: Multivariate Model Testing Research · Confirmatory factor analysis. Získáno 2026-06-17 z https://scholargate.app/cs/compare