articlePsychological MethodsJan 1, 2010Closed access

A general multilevel SEM framework for assessing multilevel mediation.

University of Kansas · University of Melbourne · +1 more institution

PubMed
Indexed incrossrefpubmed

Abstract

Several methods for testing mediation hypotheses with 2-level nested data have been proposed by researchers using a multilevel modeling (MLM) paradigm. However, these MLM approaches do not accommodate mediation pathways with Level-2 outcomes and may produce conflated estimates of between- and within-level components of indirect effects. Moreover, these methods have each appeared in isolation, so a unified framework that integrates the existing methods, as well as new multilevel mediation models, is lacking. Here we show that a multilevel structural equation modeling (MSEM) paradigm can overcome these 2 limitations of mediation analysis with MLM. We present an integrative 2-level MSEM mathematical framework…

Citation impact

3,643
total citations
FWCI
92.67
Percentile
100%
References
150
Citations per year

Authors

3

Topics & keywords

Keywords
  • Mediation
  • Multilevel model
  • Structural equation modeling
  • Flexibility (engineering)
  • Conflation
  • Code (set theory)
  • Computer science
  • Top-down and bottom-up design
No related works found for this paper.