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.
Figures
Similar articles
-
Required sample size to detect mediation in 3-level implementation studies.Implement Sci. 2022 Oct 1;17(1):66. doi: 10.1186/s13012-022-01235-2. Implement Sci. 2022. PMID: 36183090 Free PMC article.
-
Selecting a Within- or Between-Subject Design for Mediation: Validity, Causality, and Statistical Power.Multivariate Behav Res. 2023 May-Jun;58(3):616-636. doi: 10.1080/00273171.2022.2077287. Epub 2022 Jun 9. Multivariate Behav Res. 2023. PMID: 35679239
-
Statistical mediation analysis with a multicategorical independent variable.Br J Math Stat Psychol. 2014 Nov;67(3):451-70. doi: 10.1111/bmsp.12028. Epub 2013 Nov 5. Br J Math Stat Psychol. 2014. PMID: 24188158
-
Power to Detect What? Considerations for Planning and Evaluating Sample Size.Pers Soc Psychol Rev. 2024 Aug;28(3):276-301. doi: 10.1177/10888683241228328. Epub 2024 Feb 12. Pers Soc Psychol Rev. 2024. PMID: 38345247 Free PMC article. Review.
-
Subgroup analyses in randomised controlled trials: quantifying the risks of false-positives and false-negatives.Health Technol Assess. 2001;5(33):1-56. doi: 10.3310/hta5330. Health Technol Assess. 2001. PMID: 11701102 Review.
Cited by
-
Continuities and changes in infant attachment patterns across two generations.Attach Hum Dev. 2015;17(4):414-28. doi: 10.1080/14616734.2015.1067824. Epub 2015 Jul 25. Attach Hum Dev. 2015. PMID: 26213155 Free PMC article.
-
Dietary Barriers Appear to Influence the Effects of a Dyadic Web-Based Lifestyle Intervention on Caloric Intake and Adiposity: A Mediation Analysis of the DUET Trial.Nutrients. 2023 Nov 25;15(23):4918. doi: 10.3390/nu15234918. Nutrients. 2023. PMID: 38068776 Free PMC article. Clinical Trial.
-
Patient and spouse illness beliefs and quality of life in prostate cancer patients.Psychol Health. 2013;28(4):355-68. doi: 10.1080/08870446.2012.722219. Epub 2012 Sep 13. Psychol Health. 2013. PMID: 22971045 Free PMC article.
-
Authentic Happiness at Work: Self- and Peer-Rated Orientations to Happiness, Work Satisfaction, and Stress Coping.Front Psychol. 2020 Aug 7;11:1931. doi: 10.3389/fpsyg.2020.01931. eCollection 2020. Front Psychol. 2020. PMID: 32849134 Free PMC article.
-
Influence of personality and emotional competences on academic performance: direct and indirect pathways mediated by perceived stress.Curr Issues Personal Psychol. 2021 Dec 12;10(1):61-70. doi: 10.5114/cipp.2021.111423. eCollection 2022. Curr Issues Personal Psychol. 2021. PMID: 38013754 Free PMC article.
References
-
- 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.
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical