Cargando…

Meta-analytic structural equation modelling

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...

Descripción completa

Detalles Bibliográficos
Autor principal: Jak, Suzanne
Lenguaje:eng
Publicado: Springer 2015
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-27174-3
http://cds.cern.ch/record/2112876
_version_ 1780948972844613632
author Jak, Suzanne
author_facet Jak, Suzanne
author_sort Jak, Suzanne
collection CERN
description 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.
id cern-2112876
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2015
publisher Springer
record_format invenio
spelling cern-21128762021-04-21T20:00:45Zdoi:10.1007/978-3-319-27174-3http://cds.cern.ch/record/2112876engJak, SuzanneMeta-analytic structural equation modellingMathematical Physics and MathematicsThis 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.Springeroai:cds.cern.ch:21128762015
spellingShingle Mathematical Physics and Mathematics
Jak, Suzanne
Meta-analytic structural equation modelling
title Meta-analytic structural equation modelling
title_full Meta-analytic structural equation modelling
title_fullStr Meta-analytic structural equation modelling
title_full_unstemmed Meta-analytic structural equation modelling
title_short Meta-analytic structural equation modelling
title_sort meta-analytic structural equation modelling
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-319-27174-3
http://cds.cern.ch/record/2112876
work_keys_str_mv AT jaksuzanne metaanalyticstructuralequationmodelling