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. 2011 Nov;21(6):675-681.
doi: 10.1177/1049731511414148. Epub 2011 Jul 13.

Integrating Mediators and Moderators in Research Design

David P Mackinnon  1
Affiliations

Integrating Mediators and Moderators in Research Design

David P Mackinnon. Res Soc Work Pract. 2011 Nov.

Abstract

The purpose of this article is to describe mediating variables and moderating variables and provide reasons for integrating them in outcome studies. Separate sections describe examples of moderating and mediating variables and the simplest statistical model for investigating each variable. The strengths and limitations of incorporating mediating and moderating variables in a research study are discussed as well as approaches to routinely including these variables in outcome research. The routine inclusion of mediating and moderating variables holds the promise of increasing the amount of information from outcome studies by generating practical information about interventions as well as testing theory. The primary focus is on mediating and moderating variables for intervention research but many issues apply to nonintervention research as well.

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Conflict of interest statement

Declaration of Conflicting Interests

The author declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.

Figures

Figure 1
Figure 1
Single mediator model.
Figure 2
Figure 2
Single moderator model.
See this image and copyright information in PMC

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