The DOI matches its Crossref record; 62 of the 66 references it cites were found in a registry or an index.
Randomized controlled trials – a matter of design
Open accessAbstract
Randomized controlled trials (RCTs) are the hallmark of evidence-based medicine and form the basis for translating research data into clinical practice. This review summarizes commonly applied designs and quality indicators of RCTs to provide guidance in interpreting and critically evaluating clinical research data. It further reflects on the principle of equipoise and its practical applicability to clinical science with an emphasis on critical care and neurological research. We performed a review of educational material, review articles, methodological studies, and published clinical trials using the databases MEDLINE, PubMed, and ClinicalTrials.gov. The most relevant recommendations regarding design, conduction, and reporting of RCTs may include the following: 1) clinically relevant end points should be defined a priori, and an unbiased analysis and report of the study results should be warranted, 2) both significant and nonsignificant results should be objectively reported and published, 3) structured study design and performance as indicated in the Consolidated Standards of Reporting Trials statement should be employed as well as registration in a public trial database, 4) potential conflicts of interest and funding sources should be disclaimed in study report or publication, and 5) in the comparison of experimental treatment with standard care, preplanned interim analyses during an ongoing RCT can aid in maintaining clinical equipoise by assessing benefit, harm, or futility, thus allowing decision on continuation or termination of the trial.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The cited source says what the claim attributes to it.
In the citing paper
“Despite their importance, issues in the methodology and study design can introduce bias, random error, or limit the generalizability of RCTs (Spieth et al. 2016; Wambier et al. 2022).”
From Adherence to the CONSORT statement of randomized clinical trials on dentin hypersensitivity treatment using mouthwashes (2025) · cites this paper as Spieth et al. 2016
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
CONSORT 2010 Statement: updated guidelines for reporting parallel group randomised trials
the CONSORT Group, Schulz, K. F., Altman, D. G., & Moher, D. (2010) · BMC Medicine · doi:10.1186/1741-7015-8-18 · Cited by 13,371
(2000) · New England Journal of Medicine · doi:10.1056/nejm200005043421801 · Cited by 12,941
Moher, D., Hopewell, S., Schulz, K. F., Montori, V., Gotzsche, P. C., Devereaux, P. J., Elbourne, D., Egger, M., & Altman, D. G. (2010) · BMJ · doi:10.1136/bmj.c869 · Cited by 8,883
Sontrop, J. M., Dixon, S. N., Garg, A. X., Jiménez, I. B., Dohein, O., Huang, S. S., & Clark, W. F. (2013) · American Journal of Nephrology · doi:10.1159/000350377 · Cited by 5,903
Moher, D., Schulz, K. F., & Altman, D. G. (2001) · The Lancet · doi:10.1016/s0140-6736(00)04337-3 · Cited by 5,373
Consort 2010 statement: extension to cluster randomised trials
Campbell, M. K., Piaggio, G., Elbourne, D. R., Altman, D. G., & for the CONSORT Group (2012) · BMJ · doi:10.1136/bmj.e5661 · Cited by 3,510
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 2×
“The RRR frequently leads to overestimation of the treatment effects, so usually the ARR should be reported whenever possible.(15,35) The NNT is derived directly from the ARR and is calculated by dividing 1 by the ARR.”
BackgroundMethodImproving 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
Moher, D., Schulz, K. F., & Altman, D. G. (2001) · BMC Medical Research Methodology · doi:10.1186/1471-2288-1-2 · Cited by 2,755
Emberson, J., Lees, K. R., Lyden, P., Blackwell, L., Albers, G., Bluhmki, E., Brott, T., Cohen, G., Davis, S., Donnan, G., et al. (2014) · The Lancet · doi:10.1016/s0140-6736(14)60584-5 · Cited by 2,737
CONSORT statement: extension to cluster randomised trials
Campbell, M. K., Elbourne, D. R., & Altman, D. G. (2004) · BMJ · doi:10.1136/bmj.328.7441.702 · Cited by 2,557
External validity of randomised controlled trials: “To whom do the results of this trial apply?”
Rothwell, P. M. (2005) · The Lancet · doi:10.1016/s0140-6736(04)17670-8 · Cited by 2,544
Piaggio, G., Elbourne, D. R., Pocock, S. J., Evans, S. J. W., Altman, D. G., & CONSORT Group, F. T. (2012) · JAMA · doi:10.1001/jama.2012.87802 · Cited by 2,428
Moher, D., Hopewell, S., Schulz, K. F., Montori, V., Gøtzsche, P. C., Devereaux, P. J., Elbourne, D., Egger, M., & Altman, D. G. (2012) · International Journal of Surgery · doi:10.1016/j.ijsu.2011.10.001 · Cited by 2,345
Equipoise and the Ethics of Clinical Research
Freedman, B. (1987) · New England Journal of Medicine · doi:10.1056/nejm198707163170304 · Cited by 2,339
CONSORT 2010 statement: updated guidelines for reporting parallel group randomised trials
Schulz, K. F., Altman, D. G., Moher, D., & for the CONSORT Group (2010) · PLoS Medicine · doi:10.1371/journal.pmed.1000251 · Cited by 2,296
Boutron, I., Moher, D., Altman, D. G., Schulz, K. F., Ravaud, P., & for the CONSORT Group* (2008) · Annals of Internal Medicine · doi:10.7326/0003-4819-148-4-200802190-00008 · Cited by 2,292
CONSORT 2010 statement: Updated guidelines for reporting parallel group randomised trials
Schulz, K. F., Altman, D. G., & Moher, D. (2010) · Journal of Pharmacology and Pharmacotherapeutics · doi:10.4103/0976-500x.72352 · Cited by 2,165
What is meant by intention to treat analysis? Survey of published randomised controlled trials
Hollis, S., & Campbell, F. (1999) · BMJ · doi:10.1136/bmj.319.7211.670 · Cited by 2,160
Confidence intervals rather than P values: estimation rather than hypothesis testing.
Gardner, M. J., & Altman, D. G. (1986) · BMJ · doi:10.1136/bmj.292.6522.746 · Cited by 2,014
Aoki, J., Kimura, K., Shibazaki, K., & Sakamoto, Y. (2013) · Cerebrovascular Diseases Extra · doi:10.1159/000348552 · Cited by 1,929
CONSORT 2010 Statement: updated guidelines for reporting parallel group randomised trials
the CONSORT Group, Schulz, K. F., Altman, D. G., & Moher, D. (2010) · Trials · doi:10.1186/1745-6215-11-32 · Cited by 1,871
Improving the reporting of pragmatic trials: An extension of the CONSORT statement
Zwarenstein, M., Treweek, S., Gagnier, J. J., Altman, D. G., Tunis, S., Haynes, B., Oxman, A. D., Moher, D., & groups, F. T. C. A. P. T. I. H. (. (2008) · BMJ · doi:10.1136/bmj.a2390 · Cited by 1,813
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
Clinical Trial Registration: A Statement from the International Committee of Medical Journal Editors
De Angelis, C., Drazen, J. M., Frizelle, F. A., Haug, C., Hoey, J., Horton, R., Kotzin, S., Laine, C., Marusic, A., Overbeke, A. J. P. M., et al. (2004) · New England Journal of Medicine · doi:10.1056/nejme048225 · Cited by 1,241
Reporting of Noninferiority and Equivalence Randomized Trials: An Extension of the CONSORT Statement
Piaggio, G., Elbourne, D. R., Altman, D. G., Pocock, S. J., Evans, S. J. W., & CONSORT Group, F. T. (2006) · JAMA · doi:10.1001/jama.295.10.1152 · Cited by 1,153
Spall, H. G. C. V., Toren, A., Kiss, A., & Fowler, R. (2007) · JAMA · doi:10.1001/jama.297.11.1233 · Cited by 1,054
Blinding in randomised trials: hiding who got what
Schulz, K. F., & Grimes, D. A. (2002) · The Lancet · doi:10.1016/s0140-6736(02)07816-9 · Cited by 952
Allocation concealment in randomised trials: defending against deciphering
Schulz, K. F., & Grimes, D. A. (2002) · The Lancet · doi:10.1016/s0140-6736(02)07750-4 · Cited by 923
Schonewille, W. J., Wijman, C. A. C., Michel, P., Rueckert, C. M., Weimar, C., Mattle, H. P., Engelter, S. T., Tanné, D., Muir, K. W., Molina, C. A., et al. (2009) · The Lancet Neurology · doi:10.1016/s1474-4422(09)70173-5 · Cited by 778
Generation of allocation sequences in randomised trials: chance, not choice
Schulz, K. F., & Grimes, D. A. (2002) · The Lancet · doi:10.1016/s0140-6736(02)07683-3 · Cited by 774
Saqqur, M., Uchino, K., Demchuk, A. M., Molina, C. A., Garami, Z. F., Calleja, S., Akhtar, N., Orouk, F. O., Salam, A., Shuaib, A. M., et al. (2007) · Stroke · doi:10.1161/01.str.0000257304.21967.ba · Cited by 689
Reporting Randomized, Controlled Trials of Herbal Interventions: An Elaborated CONSORT Statement
Gagnier, J. J., Boon, H., Rochon, P., Moher, D., Barnes, J., Bombardier, C., & for the CONSORT Group* (2006) · Annals of Internal Medicine · doi:10.7326/0003-4819-144-5-200603070-00013 · Cited by 608
Mattle, H. P., Arnold, M., Lindsberg, P. J., Schonewille, W. J., & Schroth, G. (2011) · The Lancet Neurology · doi:10.1016/s1474-4422(11)70229-0 · Cited by 584
Sample size calculations in randomised trials: mandatory and mystical
Schulz, K. F., & Grimes, D. A. (2005) · The Lancet · doi:10.1016/s0140-6736(05)61034-3 · Cited by 549
Therapy of Basilar Artery Occlusion
Lindsberg, P. J., & Mattle, H. P. (2006) · Stroke · doi:10.1161/01.str.0000202582.29510.6b · Cited by 461
On the Proper Use of the Crossover Design in Clinical Trials
Wellek, S., & Blettner, M. (2012) · Deutsches Ärzteblatt international · doi:10.3238/arztebl.2012.0276 · Cited by 455
Factors That Can Affect the External Validity of Randomised Controlled Trials
Rothwell, P. M. (2006) · PLoS Clinical Trials · doi:10.1371/journal.pctr.0010009 · Cited by 399
Naylor, C., Chen, E., & Strauss, B. (1992) · Annals of Internal Medicine · doi:10.7326/0003-4819-117-11-916 · Cited by 392
Reliable assessment of the effects of treatment on mortality and major morbidity, I: clinical trials
Collins, R., & MacMahon, S. W. (2001) · The Lancet · doi:10.1016/s0140-6736(00)03651-5 · Cited by 341
Angelis, C. D., Drazen, J. M., Frizelle, F. A., Haug, C. J., Hoey, J., Horton, R., Kotzin, S., Laine, C. M., Marušić, A., Overbeke, A. J. P. M., et al. (2004) · PubMed · Cited by 275
Clinical Trial Registration: A Statement from the International Committee of Medical Journal Editors
Angelis, C. D. D., Drazen, J. M., Frizelle, F., Haug, C. J., Hoey, J., Horton, R., Kotzin, S., Laine, C. M., Marušić, A., Overbeke, A. J. P. M., et al. (2004) · Annals of Internal Medicine · doi:10.7326/0003-4819-141-6-200409210-00109 · Cited by 264
Outcomes and Statistical Power in Adult Critical Care Randomized Trials
Harhay, M. O., Wagner, J., Ratcliffe, S. J., Bronheim, R. S., Gopal, A. D., Green, S., Cooney, E. L., Mikkelsen, M. E., Kerlin, M. P., Small, D. S., et al. (2014) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.201401-0056cp · Cited by 207
From idea to market: the drug approval process.
Lipsky, M. S., & Sharp, L. K. (2001) · PubMed · Cited by 170
van der Hoeven, E. J., Schonewille, W. J., Vos, J. A., Algra, A., Audebert, H. J., Berge, E., Ciccone, A., Mazighi, M., Michel, P., Muir, K. W., et al. (2013) · Trials · doi:10.1186/1745-6215-14-200 · Cited by 150
Equipoise, design bias, and randomized controlled trials: the elusive ethics of new drug development
Fries, J. F., & Krishnan, E. (2004) · Arthritis Research & Therapy · doi:10.1186/ar1170 · Cited by 143
Stroke Neurologist’s Perspective on the New Endovascular Trials
Grotta, J. C., & Hacke, W. (2015) · Stroke · doi:10.1161/strokeaha.115.008384 · Cited by 128
Randomized Clinical Trials — Removing Unnecessary Obstacles
Reith, C. A., Landray, M., Devereaux, P. J., Bosch, J., Granger, C. B., Baigent, C., Califf, R. M., Collins, R., & Yusuf, S. (2013) · New England Journal of Medicine · doi:10.1056/nejmsb1300760 · Cited by 123
Recanalization of acute basilar artery occlusion improves outcomes: a meta-analysis
Kumar, G., Shahripour, R. B., & Alexandrov, A. V. (2014) · Journal of NeuroInterventional Surgery · doi:10.1136/neurintsurg-2014-011418 · Cited by 123
THIERS, B. H. (2008) · Yearbook of Dermatology and Dermatologic Surgery · doi:10.1016/s0093-3619(08)70887-6 · Cited by 109
Wunsch, H., Linde‐Zwirble, W. T., & Angus, D. C. (2006) · Journal of Critical Care · doi:10.1016/j.jcrc.2006.01.004 · Cited by 94
Assessing the Validity of Clinical Trials
Akobeng, A. K. (2008) · Journal of Pediatric Gastroenterology and Nutrition · doi:10.1097/mpg.0b013e31816c749f · Cited by 81
Adherence reporting in randomized controlled trials
Zhang, Z., Peluso, M. J., Gross, C. P., Viscoli, C. M., & Kernan, W. N. (2013) · Clinical Trials · doi:10.1177/1740774513512565 · Cited by 71
Maintaining confidentiality of interim data to enhance trial integrity and credibility
Fleming, T. R., SHARPLES, K. J., McCall, J. L., Moore, A., Rodgers, A., & Stewart, R. (2008) · Clinical Trials · doi:10.1177/1740774508089459 · Cited by 71
Equipoise among recanalization strategies
Tomsick, T. A., Khatri, P., Jovin, T. G., Demaerschalk, B. M., Malisch, T. W., Demchuk, A. M., Hill, M. D., Jauch, E. C., Spilker, J. A., & Broderick, J. P. (2010) · Neurology · doi:10.1212/wnl.0b013e3181d76b8f · Cited by 67
Equipoise And The Ethics Of Clinical Research
Freedman, B. (2017) · Routledge eBooks · doi:10.4324/9781315198231-25 · Cited by 65
Schiller, P., Burchardi, N., Niestroj, M., & Kieser, M. (2012) · Trials · doi:10.1186/1745-6215-13-214 · Cited by 53
Gasparyan, A. Y., Ayvazyan, L., Akazhanov, N. A., & Kitas, G. D. (2013) · Croatian Medical Journal · doi:10.3325/cmj.2013.54.600 · Cited by 47
Establishing Equivalence or Non-Inferiority in Clinical Trials
Wellek, S., & Blettner, M. (2012) · Deutsches Ärzteblatt international · doi:10.3238/arztebl.2012.0674 · Cited by 36
Overview of study design in clinical epidemiology
Stephenson, J. (2000) · Sexually Transmitted Infections · doi:10.1136/sti.76.4.244 · Cited by 35
Efficient Designs: Factorial Randomized Trials
Whelan, D. B., Dainty, K. N., & Chahal, J. (2012) · Journal of Bone and Joint Surgery · doi:10.2106/jbjs.l.00243 · Cited by 28
The empirical evidence of bias in trials measuring treatment differences: Methods research report
Berkman, N. D., Santaguida, P. L., Viswanathan, M., & Morton, S. C. (2014) · Cited by 7
Flagged first, then by citations
4 of the 66 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Cuschieri, S. (2019) · Saudi Journal of Anaesthesia · doi:10.4103/sja.sja_559_18 · Cited by 476
Htay, M., & Whitehead, D. (2021) · International Journal of Nursing Studies Advances · doi:10.1016/j.ijnsa.2021.100034 · Cited by 270
Definition of the Traditional Mexican Diet and Its Role in Health: A Systematic Review
Valerino-Perea, S., Lara-Castor, L., Armstrong, M., & Papadaki, A. (2019) · Nutrients · doi:10.3390/nu11112803 · Cited by 89
Richard-Lalonde, M., Gélinas, C., Boitor, M., Gosselin, É., Feeley, N., Cossette, S., & Chlan, L. L. (2019) · Journal of Pain and Symptom Management · doi:10.1016/j.jpainsymman.2019.12.359 · Cited by 101
Afonso, J. R., Clemente, F. M., Nakamura, F. Y., Morouço, P., Sarmento, H., Inman, R. A., & Ramírez‐Campillo, R. (2021) · Frontiers in Physiology · doi:10.3389/fphys.2021.677581 · Cited by 127
Metadata
- Authors
- Siepmann, T., Spieth, P. M., Kubasch, A. S., Penzlin, A. I., Illigens, B. M.-W., & Barlinn, K.
- Affiliations
- John Radcliffe Hospital (GB)
- Dresden International University (DE)
- University Hospital Carl Gustav Carus (DE)
- Beth Israel Deaconess Medical Center (US)
- Corresponding author
- Siepmann, Timo
- Venue
- Neuropsychiatric Disease and Treatment
- Publisher
- Informa UK Limited
- Published
- 2016-06
- Volume
- 12
- Pages
- 1341
- ISSN
- 1176-6328 (ISSN-L)
- 1178-2021
- PMC
- PMC4910682
- OpenAlex
- W2410316792
- Cited by
- 292
- References
- 66
- Citations by year
- 2026: 7 · 2025: 42 · 2024: 45 · 2023: 39 · 2022: 30 · 2021: 52 · 2020: 33 · 2019: 33 · 2018: 10 · 2017: 1
- FWCI
- 2.09
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Neuropsychiatric Disease and Treatment (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- Dove Medical Press (Taylor and Francis Group) (submittedVersion, cc-by-nc)
- Digital Access to Scholarship at Harvard (DASH) (Harvard University) (submittedVersion, cc-by)
- Qucosa (Saxon State and University Library Dresden) (submittedVersion, cc-by)
- Funders
- Technische Universität Dresden
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Ethics in Clinical Research
- Keywords
- randomized controlled trials, trial design, critical appraisal, equipoise, CONSORT statement, clinical trial registration, conflicts of interest, interim analysis, clinical trial reporting, end points, critical care research, brain research
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review