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Monitasomallinnus×Ohjelman arviointi×
TieteenalaTutkimuksen tilastomenetelmätKenttämenetelmät
MenetelmäperheProcess / pipelineProcess / pipeline
Syntyvuosi19921960s–1970s (Scriven 1967; Stufflebeam CIPP model 1971)
KehittäjäAnthony Bryk and Stephen RaudenbushMichael Scriven; Daniel Stufflebeam; Peter Rossi
TyyppiMethodApplied evaluation methodology
AlkuperäislähdeBryk, 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
RinnakkaisnimetHLM, mixed-effects models, random effects models, MLMevaluation research, program assessment, educational evaluation, systematic program evaluation
Liittyvät33
TiivistelmäMultilevel 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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ScholarGateVertaile menetelmiä: Multilevel Modeling · Program Evaluation. Haettu 2026-06-15 osoitteesta https://scholargate.app/fi/compare