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Multilevel Measurement Invariance×Mô hình phương trình cấu trúc×
Lĩnh vựcTrắc lượng tâm lýThống kê nghiên cứu
HọLatent structureProcess / pipeline
Năm ra đời2000s1921
Người khởi xướngMuthén, Asparouhov, and colleaguesSewall Wright
LoạiMeasurement model evaluationMethod
Công trình gốcMuthén, B. O., & Asparouhov, T. (2009). Multilevel factor analysis of class and student achievement components. Journal of Educational and Behavioral Statistics, 34(2), 250–270. link ↗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 ↗
Tên gọi khácMLMI, multilevel factorial invariance, cross-level measurement invariance, multilevel CFA invarianceSEM, path analysis, latent variable modeling, causal modeling
Liên quan33
Tóm tắtMultilevel measurement invariance testing evaluates whether a latent construct is measured equivalently both within clusters (e.g., individuals within teams) and between clusters (e.g., team-level aggregates). It extends standard measurement invariance procedures to nested data structures commonly encountered in organisational, educational, and cross-cultural research.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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ScholarGateSo sánh phương pháp: Multilevel Measurement Invariance · Structural Equation Modeling. Truy cập ngày 2026-06-18 từ https://scholargate.app/vi/compare