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多层次中介分析×有条件过程分析(有调节的中介)×
领域统计学因果推断
方法族Hypothesis testRegression model
起源年份20032018
提出者Kenny, Korchmaros & BolgerAndrew F. Hayes (PROCESS framework); Preacher, Rucker & Hayes (moderated mediation)
类型Multilevel structural modelRegression-based conditional process model
开创性文献Kenny, D. A., Korchmaros, J. D., & Bolger, N. (2003). Lower level mediation in multilevel models. Psychological Methods, 8(2), 115–128. DOI ↗Hayes, A. F. (2018). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach (2nd ed.). The Guilford Press. ISBN: 978-1462534654
别名multilevel mediation, hierarchical mediation, cross-level mediation, 1-1-1 mediationmoderated mediation, moderated mediation analysis, PROCESS model, Hayes PROCESS conditional process model
相关85
摘要Multilevel mediation analysis is a parametric structural method that estimates indirect (mediated) effects within hierarchically nested data, such as students within schools or employees within organisations. Formalised for lower-level mediation in multilevel models by Kenny, Korchmaros and Bolger (2003), it simultaneously handles individual-level (1-1-1) and group-level (2-2-1 or 2-1-1) mediation pathways in a single coherent framework.Conditional process analysis is Andrew F. Hayes's regression-based PROCESS framework (2018) that combines mediation and moderation in a single model, testing how an indirect effect changes across levels of a moderator. It quantifies conditional indirect and conditional direct effects and tests them with bootstrap confidence intervals.
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ScholarGate方法对比: Multilevel Mediation Analysis · Conditional Process Analysis. 于 2026-06-15 检索自 https://scholargate.app/zh/compare