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This volume introduces the statistical, methodological, and conceptual aspects of mediation analysis. Applications from health, social, and developmental psychology, sociology, communication, exercise science, and epidemiology are emphasized throughout.
This text investigates the statistical and conceptual frameworks required to identify and quantify the mechanisms through which independent variables influence dependent outcomes. David P. MacKinnon, a professor of psychology, synthesizes decades of methodological research to provide a comprehensive guide for researchers. The book establishes a rigorous foundation for mediation analysis, moving beyond simple correlation to explain the causal pathways inherent in complex social and behavioral data. It serves as a primary resource for scholars seeking to integrate mediation models into their empirical research designs.
What You Will Find
Experts recognize this work as a foundational text for graduate-level researchers and statisticians. Readers frequently note the technical density of the prose, which requires a solid background in regression analysis to fully comprehend the presented methodologies.
Page Count:
488
Publication Date:
2012-01-01
Publisher:
Taylor & Francis Group
ISBN-10:
0203809556
ISBN-13:
9780203809556
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