Multilevel Modeling of Individual and Group Level Mediated Effects.

@article{Krull2001MultilevelMO,
  title={Multilevel Modeling of Individual and Group Level Mediated Effects.},
  author={Jennifer L. Krull and David P. MacKinnon},
  journal={Multivariate behavioral research},
  year={2001},
  volume={36 2},
  pages={
          249-77
        }
}
This article combines procedures for single-level mediational analysis with multilevel modeling techniques in order to appropriately test mediational effects in clustered data. A simulation study compared the performance of these multilevel mediational models with that of single-level mediational models in clustered data with individual- or group-level initial independent variables, individual- or group-level mediators, and individual level outcomes. The standard errors of mediated effects from… CONTINUE READING

Tables and Topics from this paper.

Explore Further: Topics Discussed in This Paper

Citations

Publications citing this paper.
SHOWING 1-10 OF 467 CITATIONS, ESTIMATED 90% COVERAGE

Sample size determination for mediation analysis of longitudinal data

  • BMC Medical Research Methodology
  • 2018
VIEW 10 EXCERPTS
CITES BACKGROUND
HIGHLY INFLUENCED

Testing mediation effects in cross-classified multilevel data

  • Behavior research methods
  • 2017
VIEW 4 EXCERPTS
CITES METHODS
HIGHLY INFLUENCED

A review of causal estimation of effects in mediation analyses

  • Statistical methods in medical research
  • 2012
VIEW 4 EXCERPTS
CITES METHODS & BACKGROUND
HIGHLY INFLUENCED

FILTER CITATIONS BY YEAR

2003
2019

CITATION STATISTICS

  • 45 Highly Influenced Citations

  • Averaged 36 Citations per year from 2017 through 2019

References

Publications referenced by this paper.