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层级调查研究×调查研究×
领域研究设计研究设计
方法族Process / pipelineProcess / pipeline
起源年份1986–1992 (formalization of multilevel methods for nested survey data)Late 19th century; methodologically systematised 1940s–1960s
提出者Developed through contributions of Aitkin, Longford, Goldstein, Bryk, and Raudenbush in the 1980s–1990sFrancis Galton, Charles Booth, and early social statisticians; systematised by Paul Lazarsfeld and colleagues at Columbia in the 1940s
类型Quantitative survey design with multilevel analysisQuantitative (and mixed) non-experimental design
开创性文献Snijders, T. A. B., & Bosker, R. J. (2012). Multilevel Analysis: An Introduction to Basic and Advanced Multilevel Modeling (2nd ed.). Sage. ISBN: 978-1849202015Fowler, F. J. (2014). Survey Research Methods (5th ed.). Sage Publications. ISBN: 978-1452259000
别名multilevel survey research, nested survey design, multilevel survey design, HLM-based survey researchsurvey methodology, questionnaire research, survey design, survey study
相关64
摘要Hierarchical survey research is a quantitative design that collects survey data from respondents who are naturally nested within higher-level units — such as students within classrooms, employees within organizations, or patients within hospitals — and uses multilevel (hierarchical linear) modeling to analyze variation at each level simultaneously. It is the standard approach whenever survey data have a clustered structure that would violate the independence assumption of ordinary regression.Survey research is a quantitative (and sometimes mixed-methods) design in which a researcher collects standardised self-report data from a sample drawn from a defined population, using a questionnaire or structured interview. It is the dominant non-experimental strategy for describing population characteristics, estimating prevalence, mapping attitude distributions, and testing bivariate or multivariate associations across social, behavioural, and health sciences.
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ScholarGate方法对比: Hierarchical Survey Research · Survey Research. 于 2026-06-20 检索自 https://scholargate.app/zh/compare