ScholarGate
Assistant

Comparer des méthodes

Examinez les méthodes sélectionnées côte à côte ; les lignes qui diffèrent sont mises en évidence.

Analyse des processus conditionnels (médiation modérée)×Analyse causale de médiation (effets directs et indirects naturels)×
DomaineInférence causaleInférence causale
FamilleRegression modelRegression model
Année d'origine20182010
Auteur d'origineAndrew F. Hayes (PROCESS framework); Preacher, Rucker & Hayes (moderated mediation)Pearl (2001); general framework by Imai, Keele & Tingley (2010)
TypeRegression-based conditional process modelCounterfactual causal decomposition
Source fondatriceHayes, A. F. (2018). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach (2nd ed.). The Guilford Press. ISBN: 978-1462534654Pearl, J. (2001). Direct and Indirect Effects. In Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence (UAI), 411-420. link ↗
Aliasmoderated mediation, moderated mediation analysis, PROCESS model, Hayes PROCESS conditional process modelnatural direct effect, natural indirect effect, NDE / NIE decomposition, counterfactual mediation
Apparentées55
RésuméConditional 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.Causal mediation analysis is a counterfactual framework that splits a treatment's total effect into a Natural Direct Effect (NDE) and a Natural Indirect Effect (NIE) that runs through a mediator. The modern general approach was formalised by Pearl (2001) and Imai, Keele and Tingley (2010), giving the decomposition a precise causal interpretation.
ScholarGateJeu de données
  1. v1
  2. 2 Sources
  3. PUBLISHED
  1. v1
  2. 2 Sources
  3. PUBLISHED

Aller à la recherche Télécharger les diapositives

ScholarGateComparer des méthodes: Conditional Process Analysis · Causal Mediation Analysis. Consulté le 2026-06-15 sur https://scholargate.app/fr/compare