Concepedia

Missing Data Review

Missing Data Review is a systematic methodological process within data analysis that identifies, assesses, and addresses the patterns and implications of absent or incomplete data entries in a dataset to ensure the validity and reliability of empirical findings.

27

Publications

1.9K

Citations

81

Authors

62

Institutions

Publications per year

2017–2026

11

Parents

Publications

27

Planned Missing Data Designs for Developmental Researchers

Todd D. Little, Mijke Rhemtulla · Child Development Perspectives · 2013 · 292 citations

, , +16

The Treatment of Missing Data in Multivariate Analysis

Jae-On Kim, James Curry · Sociological Methods & Research · 1977 · 285 citations

, , +16

Best Practices in Data Collection and Preparation: Recommendations for Reviewers, Editors, and Authors

Herman Aguinis, N. Sharon Hill, James R. Bailey · Organizational Research Methods · 2019 · 172 citations

, , +16

Addressing Dichotomous Data for Participants Excluded from Trial Analysis: A Guide for Systematic Reviewers

Elie A. Akl, Bradley C. Johnston, Pablo Alonso‐Coello et al. · PLoS ONE · 2013 · 156 citations · Full text

, , +16

Missing outcomes in randomized trials: addressing the dilemma.

Douglas G. Altman · PubMed · 2009 · 143 citations

, , +16

1–5 of 27

Authors

81

  1. BV
    Ben Van Dusen

    California State University, Chico, United States

    2 publications · 74 citations

    2

    h-index

  2. SE
    Shanil Ebrahim

    McMaster University, Canada

    2 publications · 187 citations

    2

    h-index

  3. HJ
    Holger J. Schünemann

    McMaster University, Canada

    2 publications · 54 citations

    2

    h-index

  4. TD
    Todd D. Little

    University of Kansas, United States

    2 publications · 357 citations

    2

    h-index

  5. LM
    Loukia M. Spineli

    Medizinische Hochschule Hannover, Germany

    2 publications · 33 citations

    2

    h-index

1–5 of 81

Institutions

62

  1. McMaster University

    Hamilton, Canada

    3 h-index

    13 publications

    1.3K citations

  2. University of Kansas

    Lawrence, United States

    2 h-index

    4 publications

    650 citations

  3. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    2 publications

    146 citations

  4. American University of Beirut

    Beirut, Lebanon

    2 h-index

    3 publications

    218 citations

  5. Washington University in St. Louis

    St Louis, United States

    2 h-index

    3 publications

    334 citations

  6. Medizinische Hochschule Hannover

    Hanover, Germany

    2 h-index

    2 publications

    33 citations

  7. Hospital for Sick Children

    Toronto, Canada

    2 h-index

    2 publications

    187 citations

  8. California State University, Chico

    Chico, United States

    2 h-index

    5 publications

    158 citations

1–8 of 62

Venues

  1. Journal of Clinical Epidemiology

    2 publications · 83 citations

    2

    h-index

  2. PubMed

    Repository · 2 publications · 155 citations

    2

    h-index

  3. Gaceta Sanitaria

    1 publications · 28 citations

    1

    h-index

  4. Policing An International Journal

    PIJPSM · 1 publications · 13 citations

    1

    h-index

  5. International Journal of Behavioral Development

    IJBD · 1 publications · 65 citations

    1

    h-index

1–5