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Required Sample Size to Detect the Mediated Effect
Psychological Science · 2007 · Vol. 18(3) · pp. 233–239
Matthew S. Fritz✉(Arizona State University)David P. MacKinnon(Arizona State University)
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.
Conflict Management and NegotiationAttachment and Relationship DynamicsChild and Adolescent Psychosocial and Emotional DevelopmentMediationPsychologySample size determinationSample (material)Social psychologyApplied psychologyCognitive psychologyStatisticsSocial science
MeSH terms
HumansPsychology, ExperimentalModels, StatisticalCausalitySample Size
Citations
4,394
FWCI
136.07
field-weighted impact
References
38
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100%
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References
The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations.
Journal of Personality and Social Psychology · 1986 · 71,935 citations
Sociological Methodology 1982
Journal of the Operational Research Society · 1983 · 1,580 citations
Testing Mediational Models With Longitudinal Data: Questions and Tips in the Use of Structural Equation Modeling.
Journal of Abnormal Psychology · 2003 · 3,355 citations
Statistical Power Analysis for the Behavioral Sciences (2nd ed.).
Journal of the American Statistical Association · 1989 · 37,553 citations
Toward terminological, conceptual, and statistical clarity in the study of mediators and moderators: Examples from the child-clinical and pediatric psychology literatures.
Journal of Consulting and Clinical Psychology · 1997 · 2,647 citations
Toward terminological, conceptual, and statistical clarity in the study of mediators and moderators: Examples from the child-clinical and pediatric psychology literatures.
Journal of Consulting and Clinical Psychology · 1997 · 2,090 citations
The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations.
Journal of Personality and Social Psychology · 1986 · 69,827 citations
Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences.
Journal of the American Statistical Association · 1985 · 4,608 citations
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