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Investigació sobre proves de models basats en panells×Anàlisi Factorial Confirmatòria (CFA)×
CampDisseny de recercaPsicometria
FamíliaProcess / pipelineLatent structure
Any d'origen1970s–1980s (panel econometrics and SEM matured in parallel)1969
Autor originalDeveloped across econometrics (Hsiao, Hausman) and psychometrics (Jöreskog, Bollen)Karl Gustav Jöreskog
TipusQuantitative longitudinal research designHypothesis-testing latent variable model
Font seminalBollen, 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 ↗
Àliespanel SEM, longitudinal model testing, panel structural equation modeling, panel-based hypothesis testingCFA, confirmatory FA, measurement model, restricted factor analysis
Relacionats44
ResumPanel-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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ScholarGateCompara mètodes: Panel-based Model Testing Research · Confirmatory factor analysis. Recuperat el 2026-06-15 de https://scholargate.app/ca/compare