Concepedia

Multilevel Meta-analysis

Multilevel Meta-Analysis is a statistical methodology within the broader class of meta-analytic techniques that accounts for hierarchical dependencies in effect sizes by modeling variation at multiple levels, such as within- and between-study heterogeneity, through the incorporation of random effects at each level.

297

Publications

45.8K

Citations

685

Authors

374

Institutions

Publications per year

2017–2026

110

Parents

Children

Publications

297

Graphical methods and numerical summaries for presenting results from multiple-treatment meta-analysis: an overview and tutorial

Georgia Salanti, A. E. Ades, John P. A. Ioannidis · Journal of Clinical Epidemiology · 2010 · 3.8K citations

, , +11

A multilevel approach to theory and research in organizations: Contextual, temporal, and emergent processes.

Steve W. J. Kozlowski, Katherine J. Klein · 2000 · 2.5K citations

, , +14

Conducting Meta-Analyses in R with the metafor Package

Wolfgang Viechtbauer · Research Publications (Maastricht University) · 2010 · 2.3K citations · Full text

, , +11

Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: New procedures and recommendations.

Daniel J. Bauer, Kristopher J. Preacher, Karen M. Gil · Psychological Methods · 2006 · 1.7K citations · Full text

, , +17

Modeling dependent effect sizes with three-level meta-analyses: A structural equation modeling approach.

Mike W.‐L. Cheung · Psychological Methods · 2013 · 1.3K citations

, , +13

1–5 of 297

Authors

685

  1. WV
    Wim Van Den Noortgate

    KU Leuven, Belgium

    17 publications · 3K citations

    15

    h-index

  2. MM
    Mariola Moeyaert

    University at Albany, State University of New York, United States

    11 publications · 610 citations

    11

    h-index

  3. SN
    Shinichi Nakagawa

    UNSW Sydney, Australia

    10 publications · 2K citations

    10

    h-index

  4. JM
    John M. Ferron

    University of South Florida, United States

    7 publications · 480 citations

    7

    h-index

  5. SN
    S. Natasha Beretvas

    The University of Texas at Austin, United States

    7 publications · 481 citations

    7

    h-index

1–5 of 685

Institutions

374

  1. KU Leuven

    Leuven, Belgium

    15 h-index

    46 publications

    5.5K citations

  2. University of South Florida

    Tampa, United States

    11 h-index

    17 publications

    2.1K citations

  3. The University of Texas at Austin

    Austin, United States

    10 h-index

    12 publications

    1.8K citations

  4. University at Albany, State University of New York

    Albany, United States

    9 h-index

    15 publications

    737 citations

  5. University of Bristol

    Bristol, United Kingdom

    9 h-index

    18 publications

    10K citations

  6. Northwestern University

    Evanston, United States

    7 h-index

    12 publications

    710 citations

  7. MRC Biostatistics Unit

    Cambridge, United Kingdom

    7 h-index

    12 publications

    2.7K citations

  8. UNSW Sydney

    Sydney, Australia

    7 h-index

    23 publications

    3.4K citations

1–8 of 374

Venues

  1. Statistics in Medicine

    14 publications · 2.1K citations

    14

    h-index

  2. Research Synthesis Methods

    10 publications · 796 citations

    10

    h-index

  3. Psychological Methods

    9 publications · 4.6K citations

    9

    h-index

  4. Statistical Methods in Medical Research

    8 publications · 742 citations

    8

    h-index

  5. Behavior Research Methods

    BRM · 7 publications · 1.6K citations

    6

    h-index

1–5