Considerations for open-label randomized clinical trials: Design, conduct, and analysis
- PMID: 38618711
- DOI: 10.1177/17407745241244788
Considerations for open-label randomized clinical trials: Design, conduct, and analysis
Abstract
Randomization and blinding are regarded as the most important tools to help reduce bias in clinical trial designs. Randomization is used to help guarantee that treatment arms differ systematically only by treatment assignment at baseline, and blinding is used to ensure that differences in endpoint evaluation and clinical decision-making during the trial arise only from the treatment received and not, for example, the expectation or desires of the people involved. However, given that there are times when it is not feasible or ethical to conduct fully blinded trials, we discuss what can be done to improve a trial, including conducting the trial as if it were a fully blinded trial and maintaining confidentiality of ongoing study results. In this article, we review how best to design, conduct, and analyze open-label trials to ensure the highest level of study integrity and the reliability of the study conclusions.
Keywords: Blinding; bias; maintain confidentiality; trial integrity.
Conflict of interest statement
Declaration of conflicting interestsThe author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Similar articles
-
Safety and Efficacy of Imatinib for Hospitalized Adults with COVID-19: A structured summary of a study protocol for a randomised controlled trial.Trials. 2020 Oct 28;21(1):897. doi: 10.1186/s13063-020-04819-9. Trials. 2020. PMID: 33115543 Free PMC article.
-
Clinical trial design in chronic obstructive pulmonary disease: current perspectives and considerations with regard to blinding of tiotropium.Respir Res. 2012 Jun 22;13(1):52. doi: 10.1186/1465-9921-13-52. Respir Res. 2012. PMID: 22726538 Free PMC article.
-
Blinding in pharmaceutical clinical trials: An overview of points to consider.Contemp Clin Trials. 2015 Jul;43:155-63. doi: 10.1016/j.cct.2015.06.002. Epub 2015 Jun 2. Contemp Clin Trials. 2015. PMID: 26044462
-
Who is blinded in randomized clinical trials? A study of 200 trials and a survey of authors.Clin Trials. 2006;3(4):360-5. doi: 10.1177/1740774506069153. Clin Trials. 2006. PMID: 17060210 Review.
-
Phase 3 DREAM-HF Trial of Mesenchymal Precursor Cells in Chronic Heart Failure.Circ Res. 2019 Jul 19;125(3):265-281. doi: 10.1161/CIRCRESAHA.119.314951. Epub 2019 Jul 18. Circ Res. 2019. PMID: 31318648 Free PMC article. Review.
Cited by
-
Stepwise dual antiplatelet therapy de-escalation in patients after drug coated balloon angioplasty (REC-CAGEFREE II): multicentre, randomised, open label, assessor blind, non-inferiority trial.BMJ. 2025 Mar 31;388:e082945. doi: 10.1136/bmj-2024-082945. BMJ. 2025. PMID: 40164448 Free PMC article. Clinical Trial.
-
Letter to the Editor: 'High-dose glucocorticoid treatment vs. glucocorticoid replacement in immune checkpoint inhibitor-associated hypophysitis (CORTICI): an open, randomized controlled trial'.Ann Med. 2025 Dec;57(1):2491661. doi: 10.1080/07853890.2025.2491661. Epub 2025 Apr 15. Ann Med. 2025. PMID: 40231495 Free PMC article. No abstract available.
-
[Medical ethical challenges of phage therapy-informed consent, study design and therapeutic trial].Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2025 Jun;68(6):631-637. doi: 10.1007/s00103-025-04056-y. Epub 2025 May 6. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz. 2025. PMID: 40327073 Free PMC article. German.
-
A1 protein free milk benefits mood and subjective cognition in free-living Australian adults: a pragmatic, exploratory, open label randomised controlled trial.Front Nutr. 2025 Jun 3;12:1579986. doi: 10.3389/fnut.2025.1579986. eCollection 2025. Front Nutr. 2025. PMID: 40529420 Free PMC article.
-
Author Response: Oxygen Delivery Devices in Postoperative Patients: Proper Selection of Patients Matters!Indian J Crit Care Med. 2024 Aug;28(8):803. doi: 10.5005/jp-journals-10071-24776. Epub 2024 Jul 31. Indian J Crit Care Med. 2024. PMID: 39239187 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources