Concepedia

Missing Data Prevention

Missing Data Prevention is a methodological strategy within clinical data management that systematically mitigates the occurrence of incomplete or omitted data entries in Case Report Forms through proactive design, validation, and procedural controls.

91

Publications

10.4K

Citations

304

Authors

193

Institutions

Publications per year

2017–2026

24

Parents

Publications

91

The Prevention and Treatment of Missing Data in Clinical Trials

Roderick J. A. Little, Ralph B. D’Agostino, Michael L. Cohen et al. · New England Journal of Medicine · 2012 · 1.9K citations · Full text

, , +15

The prevention and handling of the missing data

Hyun Kang · Korean journal of anesthesiology · 2013 · 1.7K citations · Full text

, , +16

Strategy for intention to treat analysis in randomised trials with missing outcome data

Ian R. White, Nicholas J. Horton, James R. Carpenter et al. · BMJ · 2011 · 855 citations

, , +13

Multiple Imputation in Practice

Nicholas J. Horton, Stuart R. Lipsitz · The American Statistician · 2001 · 607 citations

, , +15

ISSUES AND STRATEGIES FOR REDUCING THE LENGTH OF SELF‐REPORT SCALES

Jeffrey M. Stanton, Evan F. Sinar, William K. Balzer et al. · Personnel Psychology · 2002 · 583 citations

, , +16

1–5 of 91

Authors

304

  1. PM
    Paola Mosconi

    Mario Negri Institute for Pharmacological Research, Italy

    3 publications · 393 citations

    3

    h-index

  2. IR
    Ian R. White

    MRC Biostatistics Unit, United Kingdom

    3 publications · 889 citations

    3

    h-index

  3. GM
    Geert Molenberghs

    Hasselt University, Belgium

    2 publications · 1.9K citations

    2

    h-index

  4. MO
    Michael O’Kelly

    Hasselt University, Belgium

    2 publications · 194 citations

    2

    h-index

  5. JP
    Jay P. Siegel

    Center for Biologics Evaluation and Research, United States

    2 publications · 2K citations

    2

    h-index

1–5 of 304

Institutions

193

  1. Johns Hopkins University

    Baltimore, United States

    6 h-index

    17 publications

    10.1K citations

  2. University of Washington

    Seattle, United States

    5 h-index

    5 publications

    2.1K citations

  3. Yale University

    New Haven, United States

    5 h-index

    10 publications

    1.3K citations

  4. University of Pennsylvania

    Philadelphia, United States

    4 h-index

    7 publications

    2.5K citations

  5. Brown University

    Providence, United States

    3 h-index

    7 publications

    2K citations

  6. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    3 h-index

    4 publications

    1.8K citations

  7. Mario Negri Institute for Pharmacological Research

    Milan, Italy

    3 h-index

    8 publications

    483 citations

  8. University of Michigan

    Ann Arbor, United States

    3 h-index

    4 publications

    3.9K citations

1–8 of 193

Venues

  1. PubMed

    Repository · 7 publications · 359 citations

    7

    h-index

  2. Statistics in Medicine

    6 publications · 513 citations

    6

    h-index

  3. Journal of Biomedical Informatics

    3 publications · 257 citations

    3

    h-index

  4. Journal of Clinical Epidemiology

    3 publications · 279 citations

    3

    h-index

  5. Journal of Bone and Joint Surgery

    JBJS · 2 publications · 65 citations

    2

    h-index

1–5