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Modelovanie štruktúrnymi rovnicami (SEM)×Exploratory Factor Analysis (EFA)×Analýza mediácie×
OdborŠtatistikaŠtatistikaŠtatistika
RodinaLatent structureLatent structureHypothesis test
Rok vzniku19701986
TvorcaKarl Jöreskog (LISREL framework, 1970s)Baron & Kenny
TypLatent variable / causal modelingLatent variable / dimension reductionIndirect effects / path test
Pôvodný zdrojHair, J. F., Black, W. C., Babin, B. J. & Anderson, R. E. (2019). Multivariate Data Analysis (8th ed.). Cengage Learning. ISBN: 978-1473756540Fabrigar, L. R., Wegener, D. T., MacCallum, R. C. & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4(3), 272–299. DOI ↗Baron, R. M. & Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research. Journal of Personality and Social Psychology, 51(6), 1173–1182. link ↗
Ďalšie názvyYapısal Eşitlik Modellemesi (SEM), structural equation modelling, covariance structure analysis, latent variable modelingcommon factor analysis, açımlayıcı faktör analizi, factor analysisindirect effects analysis, path-based mediation, PROCESS macro mediation, Aracılık Analizi (Mediation / PROCESS)
Príbuzné545
ZhrnutieStructural 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.Exploratory factor analysis reduces a large set of observed variables into a smaller number of latent common factors. It is widely used in scale development and psychometrics to uncover the dimensional structure that underlies a set of correlated items, without specifying that structure in advance.Mediation analysis is a statistical procedure that tests whether the effect of an independent variable X on an outcome Y operates wholly or partly through a third variable M, called the mediator. Formalised by Baron and Kenny in 1986, it decomposes the total effect of X on Y into a direct path (c′) and an indirect path (a × b), quantifying how much of the relationship is carried by the mediating mechanism.
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ScholarGatePorovnať metódy: SEM · EFA · Mediation Analysis. Získané 2026-06-18 z https://scholargate.app/sk/compare