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ERIC Number: EJ1021225
Record Type: Journal
Publication Date: 2014-Jan
Pages: 27
Abstractor: As Provided
ISSN: ISSN-0272-4316
Single-Level and Multilevel Mediation Analysis
Tofighi, Davood; Thoemmes, Felix
Journal of Early Adolescence, v34 n1 p93-119 Jan 2014
Mediation analysis is a statistical approach used to examine how the effect of an independent variable on an outcome is transmitted through an intervening variable (mediator). In this article, we provide a gentle introduction to single-level and multilevel mediation analyses. Using single-level data, we demonstrate an application of structural equation modeling (SEM) in estimating mediation models with multiple mediators and multiple outcomes. We also describe the estimation and interpretation of a 2?1?1 multilevel mediation model in which the first, second, and third numbers correspond to the measurement levels of the independent, mediator, and outcome variables, respectively. We present two numerical examples that use simulated data based on published studies in adolescence research to demonstrate how to specify, estimate, and interpret the results of single-level and multilevel mediation analyses to answer key research questions. We briefly discuss underlying assumptions required to make a valid causal interpretation of a mediation analysis.
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Publication Type: Reports - Descriptive; Journal Articles
Education Level: Middle Schools; Junior High Schools; Secondary Education; Grade 6; Grade 7; Grade 8
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A