The prevention and treatment of missing data in clinical trials
- PMID: 23034025
- PMCID: PMC3771340
- DOI: 10.1056/NEJMsr1203730
The prevention and treatment of missing data in clinical trials
Comment in
-
Missing data in clinical trials.N Engl J Med. 2012 Dec 27;367(26):2557; author reply 2557-8. doi: 10.1056/NEJMc1213388. N Engl J Med. 2012. PMID: 23268683 No abstract available.
-
Missing data in clinical trials.N Engl J Med. 2012 Dec 27;367(26):2557; author reply 2557-8. doi: 10.1056/NEJMc1213388. N Engl J Med. 2012. PMID: 23268684 No abstract available.
Similar articles
-
Increasing trial generalizability.J Clin Oncol. 2006 Feb 20;24(6):846-7. doi: 10.1200/JCO.2005.04.5120. J Clin Oncol. 2006. PMID: 16484693 No abstract available.
-
Fumes from the spleen.Paediatr Perinat Epidemiol. 1997 Apr;11(2):136-8. Paediatr Perinat Epidemiol. 1997. PMID: 9131705 No abstract available.
-
[Key factors in design of case report form].Yao Xue Xue Bao. 2015 Nov;50(11):1452-5. Yao Xue Xue Bao. 2015. PMID: 26911041 Chinese.
-
Novel endpoints and design of early clinical trials.Ann Oncol. 2002;13 Suppl 4:139-43. doi: 10.1093/annonc/mdf651. Ann Oncol. 2002. PMID: 12401680 Review. No abstract available.
-
More outcomes than trials: a call for consistent data collection across stroke rehabilitation trials.Int J Stroke. 2013 Jan;8(1):18-24. doi: 10.1111/j.1747-4949.2012.00973.x. Int J Stroke. 2013. PMID: 23280265 Review.
Cited by
-
Sensitivity analyses for data missing at random versus missing not at random using latent growth modelling: a practical guide for randomised controlled trials.BMC Med Res Methodol. 2022 Sep 24;22(1):250. doi: 10.1186/s12874-022-01727-1. BMC Med Res Methodol. 2022. PMID: 36153489 Free PMC article.
-
Gender-Specific Response in Pain and Function to Biologic Treatment of Knee Osteoarthritis: A Gender-Bias-Mitigated, Observational, Intention-to-Treat Study at Two Years.Stem Cells Int. 2021 Feb 25;2021:6648437. doi: 10.1155/2021/6648437. eCollection 2021. Stem Cells Int. 2021. PMID: 33727933 Free PMC article.
-
Improving the evaluation of COPD exacerbation treatment effects by accounting for early treatment discontinuations: a post-hoc analysis of randomized clinical trials.Respir Res. 2020 Jun 22;21(1):158. doi: 10.1186/s12931-020-01419-8. Respir Res. 2020. PMID: 32571311 Free PMC article.
-
Sensitivity analyses in longitudinal clinical trials via distributional imputation.Stat Methods Med Res. 2023 Jan;32(1):181-194. doi: 10.1177/09622802221135251. Epub 2022 Nov 6. Stat Methods Med Res. 2023. PMID: 36341772 Free PMC article.
-
Comparison of methods that combine multiple randomized trials to estimate heterogeneous treatment effects.Stat Med. 2024 Mar 30;43(7):1291-1314. doi: 10.1002/sim.9955. Epub 2024 Jan 25. Stat Med. 2024. PMID: 38273647 Free PMC article.
References
-
- O’Neill RT, Temple R. The prevention and treatment of missing data in clinical trials: an FDA perspective on the importance of dealing with it. Clin Pharmacol Ther. 2012;91:550–4. - PubMed
-
- Statistical principles for clinical trials; step 5: note for guidance on statistical principles for clinical trials: International Conference on Harmonisation, Topic E9. London: European Medicines Agency; 1998. ( http://www.ich.org/products/guidelines/efficacy/article/efficacy-guideli...)
-
- Committee for Medical Products for Human Use. Guideline on missing data in confirmatory clinical trials. London: European Medicines Evaluation Agency; Apr, 2009. ( http://www.ema.europa.eu/pdfs/human/ewp/177699endraft.pdf)
-
- ICH harmonised tripartite guideline: choice of control group and related issues in clinical trials: International Conference on Harmonisation, Topic E10. London: European Medicines Agency; 2001. ( http://www.ema.europa.eu/pdfs/human/ich/036496en.pdf)
-
- National Research Council. The prevention and treatment of missing data in clinical trials. Washington, DC: National Academies Press; 2010. ( http://www.nap.edu/catalog.php?record_id-12955) - PubMed
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical