Effect size measures for mediation models: quantitative strategies for communicating indirect effects.
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Summary
The first new effect size index is described is a residual-based index that quantifies the amount of variance explained in both the mediator and the outcome and the second new effectsize index quantifying the indirect effect as the proportion of the maximum possible indirect effect that could have been obtained, given the scales of the variables involved.
- Type
- article
- Published
- 2011-06-01
- Cited by
- 3,148
- References
- 107
- OpenAlex
- https://openalex.org/W2024306642
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:15204837
Keywords
Mediation, Context (archaeology), Variance (accounting), Econometrics, Psychology
References
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- Effect sizes for research: A broad practical approach.
- Introduction to Statistical Mediation Analysis
- Publication Manual of the American Psychological Association
- Confidence Intervals for Standardized Effect Sizes: Theory, Application, and Implementation
- The fallacy of employing standardized regression coefficients and correlations as measures of effect.
- A Measure of the Proportion of Treatment Effect Explained by a Surrogate Marker
- A Simulation Study of Mediated Effect Measures.
- The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations.
- Statistics As Principled Argument
- Comparison of methods for constructing confidence intervals of standardized indirect effects
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