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Causal mediation analysis: what is it and how can it be used to inform practice and policy?
Pamela Fernainy1,2, Claire Godard-Sebillotte3,4, Anais Lacasse5
1Department of Health Management Evaluation and Policy, School of Public Health, Université de Montréal, 7101 Park Avenue, Montreal, Quebec H3N 1X9, Canada.
Background:
Causal mediation, a quantitative analysis method, has the potential to be a valuable addition to any primary care provider, researcher, or student's toolbox.
Objective:
This manuscript describes the theory behind causal mediation, provides a running example to help understand the application of this method in research, and explains how the results may be applied practically to help design appropriate interventions.
Methods And Application:
Causal mediation allows an exploration of the mechanism of action of a primary care intervention on an outcome that may pass through a third variable that is on the causal pathway, a mediator. Causal mediation analysis allows the decomposition of the total effect of an intervention on an outcome into both direct and indirect effects. Careful interpretation of generated results can guide decision-makers when devising or refining interventions or policies that affect patient health outcomes in primary care.
Conclusion:
Causal mediation has been used in many disciplines and is well-positioned to answer varied research questions. However, the full extent of its potential has yet to be realized.
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