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階層的媒介分析×構造方程式モデリング×
分野統計学研究統計
系統Hypothesis testProcess / pipeline
提唱年20031921
提唱者Kenny, Korchmaros & BolgerSewall Wright
種類Multilevel structural modelMethod
原典Kenny, D. A., Korchmaros, J. D., & Bolger, N. (2003). Lower level mediation in multilevel models. Psychological Methods, 8(2), 115–128. DOI ↗Jöreskog, 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 ↗
別名multilevel mediation, hierarchical mediation, cross-level mediation, 1-1-1 mediationSEM, path analysis, latent variable modeling, causal modeling
関連83
概要Multilevel mediation analysis is a parametric structural method that estimates indirect (mediated) effects within hierarchically nested data, such as students within schools or employees within organisations. Formalised for lower-level mediation in multilevel models by Kenny, Korchmaros and Bolger (2003), it simultaneously handles individual-level (1-1-1) and group-level (2-2-1 or 2-1-1) mediation pathways in a single coherent framework.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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ScholarGate手法を比較: Multilevel Mediation Analysis · Structural Equation Modeling. 2026-06-17に以下より取得 https://scholargate.app/ja/compare