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Konfirmačný výskum založený na panelových dátach×Konfirmačná faktorová analýza (KFA)×
OdborDizajn výskumuPsychometria
RodinaProcess / pipelineLatent structure
Rok vzniku1960s–1980s (formalization of panel methods with confirmatory inference)1969
TvorcaMultiple contributors; panel data analysis formalized by Yair Mundlak, Zvi Griliches, and Edwin Kuh in the 1960s–1970s; confirmatory integration developed across econometrics and SEM traditionsKarl Gustav Jöreskog
TypQuantitative longitudinal research designHypothesis-testing latent variable model
Pôvodný zdrojHsiao, C. (2003). Analysis of Panel Data (2nd ed.). Cambridge University Press. ISBN: 978-0521522717Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202. DOI ↗
Ďalšie názvyconfirmatory panel design, longitudinal confirmatory study, panel confirmatory analysis, PBCRCFA, confirmatory FA, measurement model, restricted factor analysis
Príbuzné44
ZhrnutiePanel-based confirmatory research combines the longitudinal power of panel data — repeated observations of the same units over time — with a pre-specified, hypothesis-driven analytic framework. Instead of exploring patterns post-hoc, the researcher commits to theoretical propositions before data collection and uses the panel structure to test causal or directional claims while controlling for unobserved time-invariant confounders. It is widely used in economics, sociology, epidemiology, and organizational research.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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ScholarGatePorovnať metódy: Panel-based Confirmatory Research · Confirmatory factor analysis. Získané 2026-06-18 z https://scholargate.app/sk/compare