Meta-Analytic Structural Equation Modelling

1. Auflage 2015
ISBN: 978-3-319-27172-9
Verlag: Springer

Buch, Englisch, 88 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 1591 g

Reihe: SpringerBriefs in Research Synthesis and Meta-Analysis

This book explains how to employ MASEM, the combination of meta-analysis (MA) and structural equation modelling (SEM). It shows how by using MASEM, a single model can be tested to explain the relationships between a set of variables in several studies.

This book gives an introduction to MASEM, with a focus on the state of the art approach: the two stage approach of Cheung and Cheung & Chan. Both, the fixed and the random approach to MASEM are illustrated with two applications to real data. All steps that have to be taken to perform the analyses are discussed extensively. All data and syntax files are available online, so that readers can imitate all analyses.
By using SEM for meta-analysis, this book shows how to benefit from all available information from all available studies, even if few or none of the studies report about all relationships that feature in the full model of interest.

Zielgruppe

Research

Autoren/Hrsg.

Jak, Suzanne

Fachgebiete

• Sozialwissenschaften Soziologie | Soziale Arbeit Soziologie Allgemein Empirische Sozialforschung, Statistik
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik

Inhaltsverzeichnis

Introduction.- Methods of MASEM.- Heterogeneity in MASEM.- Issues in MASEM.- Example: Fitting a path model with the two-stage approach.- Example: Fitting a factor model with the two-stage approach.- Conclusions.

Über Autor(innen)

Dr. Suzanne Jak is a researcher in the Faculty of Social and Behavioural Sciences at the University of Utrecht, Netherlands. She also works as a lecturer in Methods and Statistics at the department of Education of the University of Amsterdam.