A General Multilevel SEM Framework for Assessing ...
A General Multilevel SEM Framework for Assessing Multilevel MediationKristopher J. PreacherUniversity of KansasMichael J. ZyphurUniversity of MelbourneZhen ZhangArizona State UniversitySeveral methods for testing mediation hypotheses with 2-level nested data have been proposed byresearchers using a Multilevel modeling (MLM) paradigm. However, these MLM approaches do notaccommodate mediation pathways with Level-2 outcomes and may produce conflated estimates ofbetween- and within-level components of indirect effects. Moreover, these methods have each appearedin isolation, so a unified Framework that integrates the existing methods, as well as new multilevelmediation models, is lacking. Here we show that a Multilevel structural equation modeling (MSEM)paradigm can overcome these 2 limitations of mediation analysis with MLM.
A General Multilevel SEM Framework for Assessing Multilevel Mediation Kristopher J. Preacher University of Kansas Michael J. Zyphur University of Melbourne
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