Required sample size to detect the mediated effect
- PMID: 17444920
- PMCID: PMC2843527
- DOI: 10.1111/j.1467-9280.2007.01882.x
Required sample size to detect the mediated effect
Abstract
Mediation models are widely used, and there are many tests of the mediated effect. One of the most common questions that researchers have when planning mediation studies is, "How many subjects do I need to achieve adequate power when testing for mediation?" This article presents the necessary sample sizes for six of the most common and the most recommended tests of mediation for various combinations of parameters, to provide a guide for researchers when designing studies or applying for grants.
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References
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- Ajzen I. From intentions to actions: A theory of planned behavior. In: Kuhl J, Beckman J, editors. Action-control: From cognition to behavior. Heidelberg, Germany: Springer; 1985. pp. 11–39.
-
- Baron RM, Kenny DA. The moderator-mediator distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology. 1986;51:1173–1182. - PubMed
-
- Cohen J. The cost of dichotomization. Applied Psychological Measurement. 1983;7:249–253.
-
- Cohen J. Statistical power analysis for the behavioral sciences. 2nd ed. Hillsdale, NJ: Erlbaum; 1988.
-
- Cohen J. Things I have learned (so far) American Psychologist. 1990;45:1304–1312.
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