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多層レベルモデリング×プログラム評価×
分野研究統計フィールド調査法
系統Process / pipelineProcess / pipeline
提唱年19921960s–1970s (Scriven 1967; Stufflebeam CIPP model 1971)
提唱者Anthony Bryk and Stephen RaudenbushMichael Scriven; Daniel Stufflebeam; Peter Rossi
種類MethodApplied evaluation methodology
原典Bryk, A. S., & Raudenbush, S. W. (1992). Hierarchical Linear Models: Applications and Data Analysis Methods. SAGE Publications. DOI ↗Rossi, P. H., Lipsey, M. W., & Freeman, H. E. (2004). Evaluation: A Systematic Approach (7th ed.). Sage. ISBN: 978-0761908944
別名HLM, mixed-effects models, random effects models, MLMevaluation research, program assessment, educational evaluation, systematic program evaluation
関連33
概要Multilevel modeling (also called hierarchical linear modeling, mixed-effects modeling) is a statistical framework for analyzing data organized in nested or clustered structures—students within schools, patients within hospitals, repeated measures within individuals. Developed by Bryk and Raudenbush (1992), it accounts for dependency among observations and partitions variance into levels (within-cluster and between-cluster), enabling valid inference and revealing context effects. Essential in education, medicine, organizational research, and any field where data have natural hierarchies.Program evaluation is a systematic, empirically grounded process of collecting and analyzing information about a program to determine its merit, worth, or significance. Applied across education, public health, social services, and policy, it addresses questions such as whether a program is reaching its target population, whether it is being implemented as designed, and whether it is producing the intended outcomes. It draws on both quantitative and qualitative methods and serves accountability, improvement, or knowledge-generation purposes.
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ScholarGate手法を比較: Multilevel Modeling · Program Evaluation. 2026-06-15に以下より取得 https://scholargate.app/ja/compare