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Istraživaњe testiraњa modela zasnovanog na panelu×Konfirmatorna faktorska analiza (CFA)×
OblastDizajn istraživanjaPsihometrija
PorodicaProcess / pipelineLatent structure
Godina nastanka1970s–1980s (panel econometrics and SEM matured in parallel)1969
TvoracDeveloped across econometrics (Hsiao, Hausman) and psychometrics (Jöreskog, Bollen)Karl Gustav Jöreskog
TipQuantitative longitudinal research designHypothesis-testing latent variable model
Temeljni izvorBollen, K. A. (1989). Structural Equations with Latent Variables. Wiley. ISBN: 978-0471011712Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202. DOI ↗
Drugi nazivipanel SEM, longitudinal model testing, panel structural equation modeling, panel-based hypothesis testingCFA, confirmatory FA, measurement model, restricted factor analysis
Srodne44
SažetakPanel-based model testing research combines the longitudinal power of panel survey designs with the confirmatory rigor of structural model testing — such as structural equation modeling (SEM), path analysis, or confirmatory factor analysis — applied to data collected from the same units (individuals, firms, countries) across multiple time points. This approach enables researchers to test theoretically specified causal and mediation structures while controlling for unobserved unit-level heterogeneity and examining how relationships unfold over time.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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ScholarGateUporedite metode: Panel-based Model Testing Research · Confirmatory factor analysis. Preuzeto 2026-06-15 sa https://scholargate.app/sr/compare