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Hierarchické konfirmačné výskumné metódy×Modelovanie štruktúrnymi rovnicami×
OdborDizajn výskumuŠtatistika vo výskume
RodinaProcess / pipelineProcess / pipeline
Rok vzniku1980s–2000s1921
TvorcaRaudenbush & Bryk; Hox; GoldsteinSewall Wright
TypQuantitative confirmatory research designMethod
Pôvodný zdrojRaudenbush, S. W., & Bryk, A. S. (2002). Hierarchical Linear Models: Applications and Data Analysis Methods (2nd ed.). Sage. ISBN: 978-0761919049Jöreskog, K. G., & Sörbom, D. (1973). LISREL: A general computer program for estimating a linear structural equation system. Research Bulletin 73-5. University of Stockholm. link ↗
Ďalšie názvymultilevel confirmatory research, nested confirmatory design, hierarchical hypothesis-testing research, HCRSEM, path analysis, latent variable modeling, causal modeling
Príbuzné53
ZhrnutieHierarchical confirmatory research is a quantitative design that tests pre-specified hypotheses about relationships or group differences in data that have a natural nested (hierarchical) structure — such as students clustered within classrooms, patients within hospitals, or employees within organizations. By explicitly modeling the hierarchy, it avoids the inflation of Type I error that occurs when nested data are analyzed as though observations were independent.Structural equation modeling (SEM) is a comprehensive statistical framework combining path analysis (Sewall Wright, 1921) and confirmatory factor analysis to test complex causal models linking observed and latent variables. Formalized by Jöreskog (1973) with LISREL software, SEM enables simultaneous estimation of measurement relationships (how variables measure latent constructs) and structural relationships (how constructs influence outcomes), making it powerful for theory testing in psychology, epidemiology, organizational research, and health sciences where complex mediation, moderation, and latent processes require integrated analysis.
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ScholarGatePorovnať metódy: Hierarchical Confirmatory Research · Structural Equation Modeling. Získané 2026-06-18 z https://scholargate.app/sk/compare