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分层验证性研究×层级模型检验研究×
领域研究设计研究设计
方法族Process / pipelineProcess / pipeline
起源年份1980s–2000s1980s–1990s (Raudenbush & Bryk 1986; Muthen 1994)
提出者Raudenbush & Bryk; Hox; GoldsteinStephen Raudenbush and Anthony Bryk (HLM); extended to multilevel SEM by Bengt Muthen
类型Quantitative confirmatory research designQuantitative confirmatory research design
开创性文献Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical Linear Models: Applications and Data Analysis Methods (2nd ed.). Sage. ISBN: 978-0761919049Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical Linear Models: Applications and Data Analysis Methods (2nd ed.). Sage. ISBN: 978-0761919049
别名multilevel confirmatory research, nested confirmatory design, hierarchical hypothesis-testing research, HCRmultilevel model testing, hierarchical SEM, nested model testing, HLM model testing
相关55
摘要Hierarchical 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.Hierarchical model testing research is a quantitative design that evaluates theoretically derived models using data with a nested or clustered structure — for example, students within classrooms, employees within organisations, or patients within hospitals. It applies hierarchical linear models (HLM) or multilevel structural equation models (ML-SEM) to test whether a proposed set of relationships holds after properly accounting for the non-independence introduced by grouping.
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ScholarGate方法对比: Hierarchical Confirmatory Research · Hierarchical Model Testing Research. 于 2026-06-19 检索自 https://scholargate.app/zh/compare