Concepedia

Missing Data Risk Management

Missing Data Risk Management is a methodological framework within clinical trial risk management that specifically addresses the identification, prevention, and mitigation of risks arising from incomplete data collection, ensuring data integrity and validity through systematic strategies tailored to preserve statistical power and minimize bias.

46

Publications

4K

Citations

191

Authors

108

Institutions

Publications per year

2017–2026

18

Parents

Publications

46

Variance imputation for overviews of clinical trials with continuous response

Dean Follmann, Paul Elliott, Il Suh et al. · Journal of Clinical Epidemiology · 1992 · 1.4K citations

, , +14

Surrogate endpoints in clinical trials: Cardiovascular diseases

Janet Wittes, Edward Lakatos, Jeffrey L. Probstfield · Statistics in Medicine · 1989 · 243 citations

, , +17

Machine learning reduced workload with minimal risk of missing studies: development and evaluation of a randomized controlled trial classifier for Cochrane Reviews

James Thomas, Steve McDonald, Anna H Noel-Storr et al. · Journal of Clinical Epidemiology · 2020 · 235 citations · Full text

, , +14

Missing Data: A Special Challenge in Aging Research

Susan Hardy, Heather Allore, Stephanie A. Studenski · Journal of the American Geriatrics Society · 2009 · 199 citations · Full text

, , +15

The Prevention and Treatment of Missing Data in Clinical Trials: An FDA Perspective on the Importance of Dealing With It

Robert T. O’Neill, Robert Temple · Clinical Pharmacology & Therapeutics · 2012 · 182 citations

, , +16

1–5 of 46

Authors

191

  1. GN
    Geoff Newiss

    Wakefield College, United Kingdom

    3 publications · 132 citations

    3

    h-index

  2. TP
    Thomas Permutt

    University of Maryland, Baltimore, United States

    2 publications · 101 citations

    2

    h-index

  3. CN
    Charla Nich

    Yale University, United States

    2 publications · 215 citations

    2

    h-index

  4. KM
    Kathleen M. Carroll

    Yale University, United States

    2 publications · 215 citations

    2

    h-index

  5. JT
    James Thomas

    University College London, United Kingdom

    1 publications · 235 citations

    1

    h-index

1–5 of 191

Institutions

108

  1. Center for Drug Evaluation and Research

    Silver Spring, United States

    4 h-index

    6 publications

    515 citations

  2. University of Alberta

    Edmonton, Canada

    3 h-index

    3 publications

    173 citations

  3. University College London

    London, United Kingdom

    2 h-index

    5 publications

    545 citations

  4. Johns Hopkins University

    Baltimore, United States

    2 h-index

    2 publications

    117 citations

  5. National Heart Lung and Blood Institute

    Bethesda, United States

    2 h-index

    5 publications

    3.5K citations

  6. University of Michigan

    Ann Arbor, United States

    2 h-index

    3 publications

    40 citations

  7. University Hospital of Basel

    Basel, Switzerland

    2 h-index

    3 publications

    318 citations

  8. University of Bristol

    Bristol, United Kingdom

    2 h-index

    5 publications

    450 citations

1–8 of 108

Venues

  1. Journal of Biomedical Informatics

    4 publications · 249 citations

    4

    h-index

  2. Statistics in Medicine

    3 publications · 344 citations

    3

    h-index

  3. Journal of Clinical Epidemiology

    3 publications · 1.8K citations

    3

    h-index

  4. Trials

    2 publications · 116 citations

    2

    h-index

  5. Journal of Consulting and Clinical Psychology

    2 publications · 215 citations

    2

    h-index

1–5