An observational study found that authors of randomized controlled trials frequently use concealment of randomization and blinding, despite the failure to report these methods
Abstract
Background and objective Readers of randomized controlled trials (RCTs) commonly assume that what was not reported did not occur. We undertook an observational study to determine whether concealment of randomization or blinding was used in RCTs that failed to report these bias-reducing strategies.Methods We recorded the reporting of concealment of randomization and blinding in 105 RCTs. We subsequently contacted the authors and determined if they had used these methodological safeguards.Results We successfully obtained data from 98 authors. The authors in the full-text publications of these 98 RCTs failed to report the presence or absence of concealment of randomization in 55%, and the blinding status of participants in 26%, health care providers in 64%, data collectors in 84%, outcome assessors in 83%, and data analysts in 96%. In direct contact, authors frequently reported concealing randomization (96%; 95% confidence interval CI=87-100%), blinding participants (20%; 95% CI=7-41%), blinding health care providers (65%; 95% CI=52-77%), blinding data collectors (65%; 95% CI=53-75%), blinding outcome assessors (79%; 95% CI=69-87%), and blinding data analysts (50%; 95% CI=40-60%), despite not reporting the use of these methodological safeguards in their publications.Conclusions Readers should not assume that bias-reducing procedures not reported in an RCT did not occur.
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Blinding procedures are not always reported even when procedures have been adequately implemented.
“Blinding procedures are not always reported even when procedures have been adequately implemented [83, 84].”
From Blinding outcome assessors in randomised controlled trials of psychological interventions: how is it done? A narrative review (2026) · cites this paper as [83]
Cites
Schulz (1995) · doi:10.1001/jama.1995.03520290060030 · Cited by 5,634 · see citing works
Moher, D., Schulz, K. F., & Altman, D. G. (2001) · The Lancet · doi:10.1016/s0140-6736(00)04337-3 · Cited by 5,373 · see citing works
Moher, D., Pham, B., Jones, A., Cook, D. J., Jadad, A. R., Moher, M., Tugwell, P., & Klassen, T. P. (1998) · The Lancet · doi:10.1016/s0140-6736(98)01085-x · Cited by 3,560 · see citing works
Assessing the quality of controlled clinical trials
Jüni, P., Altman, D. G., & Egger, M. (2001) · BMJ · doi:10.1136/bmj.323.7303.42 · Cited by 3,309 · cited 1× · see citing works
“When reports do not state definitively whether RCTs used methodological safeguards, health care providers, guideline developers, and researchers conducting systematic reviews commonly assume that what was not reported in an RCT did not occur (a “guilty until proved innocent” approach) [16].”
BackgroundImproving the Quality of Reporting of Randomized Controlled Trials: The CONSORT Statement
Begg, C. (1996) · JAMA · doi:10.1001/jama.1996.03540080059030 · Cited by 3,127 · see citing works
Gluud, L. L., Villumsen, J., & Gluud, C. N. (2001) · Annals of Internal Medicine · doi:10.7326/0003-4819-135-11-200112040-00010 · Cited by 2,262 · see citing works
Moher, D., Schulz, K. F., Altman, D. G., & for the CONSORT Group* (2001) · Annals of Internal Medicine · doi:10.7326/0003-4819-134-8-200104170-00011 · Cited by 1,426 · see citing works
A method for assessing the quality of a randomized control trial
Chalmers, T. C., Smith, H., Blackburn, B., Silverman, B., Schroeder, B., Reitman, D., & Ambroz, A. (1981) · Controlled Clinical Trials · doi:10.1016/0197-2456(81)90056-8 · Cited by 1,349 · see citing works
Moher, D., Jadad, A. R., Nichol, G., Penman, M., Tugwell, P., & Walsh, S. (1995) · Controlled Clinical Trials · doi:10.1016/0197-2456(94)00031-w · Cited by 1,308 · see citing works
Users' guides to the medical literature : a manual for evidence-based clinical practice
Guyatt, G. H., Rennie, D., Meade, M. O., & Cook, D. J. (2002) · Cited by 1,196 · see citing works
Self-citationMoher, D., Jones, A., Lepage, L., & for the CONSORT Group (2001) · JAMA · doi:10.1001/jama.285.15.1992 · Cited by 1,027 · see citing works
Why do we need some large, simple randomized trials?
Yusuf, S., Collins, R., & Peto, R. (1984) · Statistics in Medicine · doi:10.1002/sim.4780030421 · Cited by 700 · see citing works
Balk, E. M. (2002) · JAMA · doi:10.1001/jama.287.22.2973 · Cited by 478 · see citing works
Assessing the Quality of Randomized Controlled Trials:<i>Current Issues and Future Directions</i>
Moher, D., Jadad, A. R., & Tugwell, P. (1996) · International Journal of Technology Assessment in Health Care · doi:10.1017/s0266462300009570 · Cited by 436 · see citing works
Inpatient general medicine is evidence based
Sackett, D. L., Ellis, J., Mulligan, I., & Rowe, J. B. (1995) · The Lancet · doi:10.1016/s0140-6736(95)92781-6 · Cited by 433 · see citing works
Devereaux, P. J. (2001) · JAMA · doi:10.1001/jama.285.15.2000 · Cited by 258 · see citing works
Self-citationIn the dark The reporting of blinding status in randomized controlled trials
Montori, V. M., Bhandari, M., Devereaux, P. J., Manns, B., Ghali, W. A., & Guyatt, G. H. (2002) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(02)00446-8 · Cited by 175 · see citing works
Self-citationRandomised Controlled Trials: A User's Guide
Vader, J.-P. (1998) · BMJ · doi:10.1136/bmj.317.7167.1258 · Cited by 174 · see citing works
Devereaux, P. J., Manns, B., Ghali, W. A., Quan, H., & Guyatt, G. H. (2002) · Controlled Clinical Trials · doi:10.1016/s0197-2456(02)00214-3 · Cited by 168 · see citing works
Self-citationRandomised Controlled Trials: A User's Guide
Jadad, A. R. (1998) · Cited by 139 · see citing works
The evolution of the randomized controlled trial and its role in evidence‐based decision making
Devereaux, P. J., & Yusuf, S. (2003) · Journal of Internal Medicine · doi:10.1046/j.1365-2796.2003.01201.x · Cited by 138 · see citing works
Self-citationAssessing allocation concealment and blinding in randomised controlled trials: why bother?
Schulz, K. F. (2001) · Evidence-Based Nursing · doi:10.1136/ebn.4.1.4 · Cited by 116 · see citing works
Discrepancy between published report and actual conduct of randomized clinical trials
Hill, C. L., LaValley, M. P., & Felson, D. T. (2002) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(02)00440-7 · Cited by 111 · see citing works
USERS’ GUIDES TO THE MEDICAL LITERATURE. A MANUAL FOR EVIDENCE-BASED CLINICAL PRACTICE
Fineout‐Overholt, E. (2002) · CIN Computers Informatics Nursing · doi:10.1097/00024665-200209000-00005 · Cited by 61 · see citing works
Allocation Concealment in Clinical Trials
Schulz, K. F., Altman, D. G., & Moher, D. (2002) · JAMA · doi:10.1001/jama.288.19.2406-jlt1120-4-1 · Cited by 47 · see citing works
"Double blind, you are the weakest link -- goodbye!"
Devereaux, P. J. (2002) · BMJ Evidence-Based Medicine · doi:10.1136/ebm.7.1.4 · Cited by 29 · see citing works
Self-citation“Double blind, you are the weakest link—good-bye!”
P. J. Devereaux, M., Mohit Bhandari, M., Victor M. Montori, M., Braden J. Manns, M., Ghali, W. A., & Gordon H. Guyatt, M. (2002) · ACP Journal Club · doi:10.7326/acpjc-2002-136-1-a11 · Cited by 17 · see citing works
Self-citationAssessing allocation concealment and blinding in randomized controlled trials: Why bother?
Schulz, K. F. (2000) · ACP Journal Club · doi:10.7326/acpjc-2000-132-2-a11 · Cited by 15 · see citing works
Allocation Concealment in Clinical Trials—Reply
Balk, E. M., Bonis, P. A., Lau, J. T. F., & Ioannidis, J. P. A. (2002) · JAMA · doi:10.1001/jama.288.19.2408-jlt1120-4-3 · Cited by 2 · see citing works
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Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000100 · Cited by 28,164 · see citing works
Self-citationLiberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gotzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · BMJ · doi:10.1136/bmj.b2700 · Cited by 17,648 · see citing works
Self-citationLiberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2009.06.006 · Cited by 10,578 · see citing works
Self-citationLiberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · Annals of Internal Medicine · doi:10.7326/0003-4819-151-4-200908180-00136 · Cited by 10,349 · see citing works
Self-citationLiberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · Italian Journal of Public Health · doi:10.2427/5768 · Cited by 3,374 · see citing works
Self-citationGRADE guidelines: 4. Rating the quality of evidence—study limitations (risk of bias)
Guyatt, G. H., Oxman, A. D., Vist, G., Kunz, R., Brozek, J., Alonso-Coello, P., Montori, V., Akl, E. A., Djulbegovic, B., & Falck-Ytter, Y. (2011) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2010.07.017 · Cited by 2,798 · see citing works
Self-citationLaranjo, L., Arguel, A., Neves, A. L., Gallagher, A. M., Kaplan, R., Mortimer, N., Mendes, G. A., & Lau, A. Y. S. (2015) · Journal of the American Medical Informatics Association · doi:10.1136/amiajnl-2014-002841 · Cited by 661 · see citing works
Bias in clinical intervention research.
Gluud, L. L. (2006) · American Journal of Epidemiology · doi:10.1093/aje/kwj069 · Cited by 636 · see citing works
Hopewell, S., Dutton, S., Yu, L.-M., Chan, A.-W., & Altman, D. G. (2010) · BMJ · doi:10.1136/bmj.c723 · Cited by 504 · see citing works
Page, M. J., Higgins, J. P. T., Clayton, G., Sterne, J. A. C., Hróbjartsson, A., & Savović, J. (2016) · PLOS ONE · doi:10.1371/journal.pone.0159267 · Cited by 284 · see citing works
Pildal, J., Chan, A.-W., Hróbjartsson, A., Forfang, E., Altman, D. G., & Gøtzsche, P. C. (2005) · BMJ · doi:10.1136/bmj.38414.422650.8f · Cited by 209 · see citing works
Akl, E. A., Sun, X., Busse, J. W., Johnston, B. C., Briel, M., Mulla, S., You, J. J., Bassler, D., Lamontagne, F., Vera, C., et al. (2012) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2011.04.015 · Cited by 179 · see citing works
Self-citationJuul, S., Gluud, C., Simonsen, S., Frandsen, F. W., Kirsch, I., & Jakobsen, J. C. (2021) · BMJ Evidence-Based Medicine · doi:10.1136/bmjebm-2020-111407 · Cited by 135 · see citing works
Ekkekakis, P. (2015) · Mental Health and Physical Activity · doi:10.1016/j.mhpa.2014.12.001 · Cited by 114 · see citing works
Mhaskar, R., Djulbegovic, B., Magazin, A., Soares, H. P., & Kumar, A. (2012) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2011.10.016 · Cited by 102 · see citing works
Chan, S., & Bhandari, M. (2007) · The Journal of Bone & Joint Surgery · doi:10.2106/jbjs.f.01591 · Cited by 85 · see citing works
Self-citationHróbjartsson, A., Pildal, J., Chan, A.-W., Haahr, M. T., Altman, D. G., & Gøtzsche, P. C. (2009) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2009.04.003 · Cited by 56 · see citing works
Bello, S., Moustgaard, H., & Hróbjartsson, A. (2017) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2016.08.002 · Cited by 33 · see citing works
Liu, X., Zhang, X., Wen, S., Peng, L., Hong, Q., & Kang, D. (2015) · Journal of Evidence-Based Medicine · doi:10.1111/jebm.12173 · Cited by 22 · see citing works
O’Keeffe, S. (2026) · Trials · doi:10.1186/s13063-026-09698-0
“Blinding procedures are not always reported even when procedures have been adequately implemented [83, 84].”
- Authors
- Devereaux, P. J., Choi, P. T.-L., El-Dika, S., Bhandari, M., Montori, V. M., Schünemann, H. J., Garg, A. X., Busse, J. W., Heels-Ansdell, D., Ghali, W. A., Manns, B. J., & Guyatt, G. H.
- Affiliations
- McMaster University (CA)
- University of British Columbia (CA)
- University at Buffalo, State University of New York (US)
- Western University (CA)
- Corresponding author
- Devereaux, P.J.
- ORCID
- Venue
- Journal of Clinical Epidemiology
- Publisher
- Elsevier BV
- Published
- 2004-12
- Volume
- 57
- Issue
- 12
- Pages
- 1232-1236
- ISSN
- 0895-4356 (ISSN-L)
- OpenAlex
- W2089908284
- Cited by
- 209
- References
- 29
- Citations by year
- 2026: 4 · 2025: 1 · 2024: 5 · 2023: 4 · 2022: 11 · 2021: 6 · 2020: 1 · 2019: 8 · 2018: 4 · 2017: 7 · 2016: 14 · 2015: 11 · 2014: 12 · 2013: 11 · 2012: 16
- FWCI
- 12.70
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Clinical Epidemiology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Pharmaceutical industry and healthcare
- Keywords
- blinding, randomized controlled trials, reporting bias
- MeSH terms
- Double-Blind Method, Epidemiologic Methods, Humans, Research Personnel, Writing, Bias, Randomized Controlled Trials as Topic, Single-Blind Method
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