ERIC Number: EJ1189028
Record Type: Journal
Publication Date: 2018
Pages: 9
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1364-5579
EISSN: N/A
P[subscript M] Effect Size Estimation for Mediation Analysis: A Cautionary Note, Alternate Strategy, and Real Data Illustration
International Journal of Social Research Methodology, v21 n1 p25-33 2018
As research on mediation has grown, so too has interest in identifying ways to assess the size of indirect effects in a mediation analysis. One such estimate -- the ratio of the indirect effect to the total effect (P[subscript M]) -- was tested in a sample of 21,297 children from the Early Childhood Developmental Study. Results showed that the two independent variables -- low self-control and externalizing behavior -- correlated equally well with a common mediator (mathematical thinking). Moreover, the two pathways shared the same mediator and dependent variable (subsequent externalizing behavior). Despite this, P[subscript M] was three times larger in the self-control-initiated pathway than in the externalizing-initiated pathway, based on a stronger correlation between prior and subsequent externalizing behavior than between low self-control and externalizing behavior. The comparison pathways approach, where pathways mediated by mathematical reasoning are contrasted with pathways mediated by a control variable (general knowledge), is offered as an alternative to effect size measurement in mediation research.
Descriptors: Effect Size, Computation, Statistical Analysis, Predictor Variables, Children, Longitudinal Studies, Surveys
Routledge. Available from: Taylor & Francis, Ltd. 530 Walnut Street Suite 850, Philadelphia, PA 19106. Tel: 800-354-1420; Tel: 215-625-8900; Fax: 215-207-0050; Web site: http://www.tandf.co.uk/journals
Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Assessments and Surveys: Early Childhood Longitudinal Survey
Grant or Contract Numbers: N/A