Analysis and reporting of adverse events in randomised controlled trials: a review
Open accessAbstract
Objective: To ascertain contemporary approaches to the collection, reporting and analysis of adverse events (AEs) in randomised controlled trials (RCTs) with a primary efficacy outcome. Design: A review of clinical trials of drug interventions from four high impact medical journals. Data sources: Electronic contents table of the BMJ , the Journal of the American Medical Association (JAMA) , the Lancet and the New England Journal of Medicine (NEJM) were searched for reports of original RCTs published between September 2015 and September 2016. Methods: A prepiloted checklist was used and single data extraction was performed by three reviewers with independent check of a randomly sampled subset to verify quality. We extracted data on collection methods, assessment of severity and causality, reporting criteria, analysis methods and presentation of AE data. Results: We identified 184 eligible reports ( BMJ n=3; JAMA n=38, Lancet n=62 and NEJM n=81). Sixty-two per cent reported some form of spontaneous AE collection but only 29% included details of specific prompts used to ascertain AE data. Numbers that withdrew from the trial were well reported (80%), however only 35% of these reported whether withdrawals were due to AEs. Results presented and analysis performed was predominantly on ‘patients with at least one event’ with 84% of studies ignoring repeated events. Despite a lack of power to undertake formal hypothesis testing, 47% performed such tests for binary outcomes. Conclusions: This review highlighted that the collection, reporting and analysis of AE data in clinical trials is inconsistent and RCTs as a source of safety data are underused. Areas to improve include reducing information loss when analysing at patient level and inappropriate practice of underpowered multiple hypothesis testing. Implementation of standard reporting practices could enable a more accurate synthesis of safety data and development of guidance for statistical methodology to assess causality of AEs could facilitate better statistical practice.
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Missing or insufficient reporting of harm-related data is not specific to the probiotic field; similar issues have been reported regarding other interventions.
“Missing or insufficient reporting of harm-related data is not specific to the probiotic field. Similar issues have been reported regarding other interventions.139–142”
From Emerging issues in probiotic safety: 2023 perspectives (2023) · cites this paper as [140]
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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 · see citing works
CONSORT 2010 statement: updated guidelines for reporting parallel group randomized trials
Schulz, K. F., Altman, D. G., Moher, D., & for the CONSORT Group* (2010) · Annals of Internal Medicine · doi:10.7326/0003-4819-152-11-201006010-00232 · Cited by 3,824 · see citing works
Statistics notes: Absence of evidence is not evidence of absence
Altman, D. G., & Bland, J. M. (1995) · BMJ · doi:10.1136/bmj.311.7003.485 · Cited by 1,946 · see citing works
Antiretroviral therapy for the prevention of HIV-1 transmission.
Cohen, M. S., Chen, Y. Q., McCauley, M., Gamble, T., Hosseinipour, M. C., Kumarasamy, N., Hakim, J. G., Kumwenda, J., Grinsztejn, B., Pilotto, J. H. S., et al. (2016) · New England Journal of Medicine · doi:10.1056/nejmoa1600693 · Cited by 1,700 · see citing works
Better Reporting of Harms in Randomized Trials: An Extension of the CONSORT Statement
Ioannidis, J. P. A., Evans, S. J. W., Gøtzsche, P. C., O'Neill, R. T., Altman, D. G., Schulz, K., Moher, D., & for the CONSORT Group* (2004) · Annals of Internal Medicine · doi:10.7326/0003-4819-141-10-200411160-00009 · Cited by 1,593 · see citing works
Miller, P. D., Hattersley, G., Riis, B. J., Williams, G. C., Lau, E. M. C., Russo, L. A. T., Alexandersen, P., Zerbini, C. A. F., Hu, M., Harris, A. G., et al. (2016) · JAMA · doi:10.1001/jama.2016.11136 · Cited by 882 · see citing works
Panretinal Photocoagulation vs Intravitreous Ranibizumab for Proliferative Diabetic Retinopathy
Gross, J. G., Glassman, A. R., Jampol, L. M., Inusah, S., Aiello, L. P., Antoszyk, A. N., Baker, C. W., Berger, B. B., Bressler, N. M., Browning, D. J., et al. (2015) · JAMA · doi:10.1001/jama.2015.15217 · Cited by 787 · see citing works
The Intention-to-Treat Principle: How to Assess the True Effect of Choosing a Medical Treatment
Detry, M. A., & Lewis, R. J. (2014) · JAMA · doi:10.1001/jama.2014.7523 · Cited by 634 · see citing works
Nguyen, Q. D., Merrill, P. T., Jaffe, G. J., Dick, A. D., Kurup, S. K., Sheppard, J. D., Schlaen, A., Pavesio, C. E., Cimino, L., Calster, J. V., et al. (2016) · The Lancet · doi:10.1016/s0140-6736(16)31339-3 · Cited by 539 · see citing works
Litonjua, A. A., Carey, V. J., Laranjo, N., Harshfield, B. J., McElrath, T. F., O’Connor, G. T., Sandel, M. T., Iverson, R. E., Lee-Parritz, A., Strunk, R. C., et al. (2016) · JAMA · doi:10.1001/jama.2015.18589 · Cited by 428 · see citing works
Harmonisation in Pharmacovigilance
Edwards, I. R., & Biriell, C. (1994) · Drug Safety · doi:10.2165/00002018-199410020-00001 · Cited by 396 · see citing works
Adjunctive Dexamethasone in HIV-Associated Cryptococcal Meningitis
Beardsley, J., Wolbers, M., Kibengo, F., Ggayi, A.-B., Kamali, A., Cuc, N. T. K., Bình, T. Q., Châu, N. V. V., Farrar, J., Merson, L., et al. (2016) · New England Journal of Medicine · doi:10.1056/nejmoa1509024 · Cited by 315 · see citing works
Reporting of Safety Results in Published Reports of Randomized Controlled Trials
(2009) · Archives of Internal Medicine · doi:10.1001/archinternmed.2009.306 · Cited by 287 · see citing works
Erythropoietin in traumatic brain injury (EPO-TBI): a double-blind randomised controlled trial
Nichol, A., French, C., Little, L., Haddad, S. H., Presneill, J., Arabi, Y. M., Bailey, M., Cooper, D. J., Duranteau, J., Huet, O., et al. (2015) · The Lancet · doi:10.1016/s0140-6736(15)00386-4 · Cited by 275 · see citing works
Ruperto, N., Pistorio, A., de Oliveira, S. K. F., Zulian, F., Cuttica, R. J., Ravelli, A., Fischbach, M., Magnusson, B., Sterba, G., Avčin, T., et al. (2015) · The Lancet · doi:10.1016/s0140-6736(15)01021-1 · Cited by 237 · see citing works
High-Dose Perioperative Atorvastatin and Acute Kidney Injury Following Cardiac Surgery
Billings, F. T., Hendricks, P. A., Schildcrout, J. S., Shi, Y., Petracek, M. R., Byrne, J. G., & Brown, N. J. (2016) · JAMA · doi:10.1001/jama.2016.0548 · Cited by 237 · see citing works
Lingvay, I., Manghi, F. P., García-Hernández, P., Norwood, P., Lehmann, L., Tarp-Johansen, M. J., Buse, J. B., & for the DUAL V Investigators (2016) · JAMA · doi:10.1001/jama.2016.1252 · Cited by 220 · see citing works
Effect of Aspirin on Development of ARDS in At-Risk Patients Presenting to the Emergency Department
Kor, D. J., Carter, R. E., Park, P. K., Festić, E., Banner‐Goodspeed, V., Hinds, R. F., Talmor, D. S., Gajic, O., Ware, L. B., Gong, M. N., et al. (2016) · JAMA · doi:10.1001/jama.2016.6330 · Cited by 219 · see citing works
Ribrag, V., Koscielny, S., Bosq, J., et al. (2016) · The Lancet · doi:10.1016/s0140-6736(15)01317-3 · Cited by 185 · see citing works
Libman, I. M., Miller, K. M., DiMeglio, L. A., Bethin, K. E., Katz, M. L., Shah, A., Simmons, J. H., Haller, M. J., Raman, S., Tamborlane, W. V., et al. (2015) · JAMA · doi:10.1001/jama.2015.16174 · Cited by 181 · see citing works
Bent, S., Padula, A., & Avins, A. L. (2006) · Annals of Internal Medicine · doi:10.7326/0003-4819-144-4-200602210-00007 · Cited by 177 · see citing works
Reporting of Adverse Effects in Clinical Trials Should Be Improved
Edwards, J. E., McQuay, H. J., Moore, R. A., & Collins, S. (1999) · Journal of Pain and Symptom Management · doi:10.1016/s0885-3924(99)00093-7 · Cited by 165 · see citing works
Lincoff, A. M., Mehran, R., Povsic, T. J., Zelenkofske, S. L., Huang, Z., Armstrong, P. W., Steg, P. G., Bode, C., Cohen, M. G., Buller, C. E. H., et al. (2015) · The Lancet · doi:10.1016/s0140-6736(15)00515-2 · Cited by 161 · see citing works
Stopping vs. Continuing Aspirin before Coronary Artery Surgery.
Myles, P., Smith, J. A., Forbes, A., Silbert, B., Jayarajah, M., Painter, T., Cooper, D. J., Marasco, S., McNeil, J., Bussières, J., et al. (2016) · New England Journal of Medicine · doi:10.1056/nejmoa1507688 · Cited by 159 · see citing works
Routine Amoxicillin for Uncomplicated Severe Acute Malnutrition in Children
Isanaka, S., Langendorf, C., Berthé, F., Gnegne, S., Li, N., Ousmane, N., Harouna, S., Hassane, H., Schaefer, M., Adehossi, E. O., et al. (2016) · New England Journal of Medicine · doi:10.1056/nejmoa1507024 · Cited by 141 · see citing works
Tsang, R., Colley, L., & Lynd, L. D. (2008) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2008.08.005 · Cited by 139 · see citing works
Natalucci, G., Latal, B., Koller, B. M., Rüegger, C. M., Sick, B., Held, L., Bucher, H. U., Fauchère, J., & for the the Swiss EPO Neuroprotection Trial Group (2016) · JAMA · doi:10.1001/jama.2016.5504 · Cited by 135 · see citing works
Péron, J., Maillet, D., Gan, H. K., Chen, E. X., & You, B. (2013) · Journal of Clinical Oncology · doi:10.1200/jco.2013.49.3981 · Cited by 126 · see citing works
Paclitaxel-Eluting versus Everolimus-Eluting Coronary Stents in Diabetes
Kaul, U., Bangalore, S., Seth, A., Arambam, P., Abhaichand, R. K., Patel, T. M., Banker, D. N., Abhyankar, A. D., Mullasari, A., Shah, S. C., et al. (2015) · New England Journal of Medicine · doi:10.1056/nejmoa1510188 · Cited by 120 · see citing works
Aitken, E., Jackson, A. M., Kearns, R., Steven, M., Kinsella, J., Clancy, M., & Macfarlane, A. (2016) · The Lancet · doi:10.1016/s0140-6736(16)30948-5 · Cited by 119 · see citing works
Lineberry, N. B., Berlin, J. A., Mansi, B. A., Glasser, S. C., Berkwits, M., Klem, C., Bhattacharya, A., Citrome, L., Enck, R. E., Fletcher, J., et al. (2016) · BMJ · doi:10.1136/bmj.i5078 · Cited by 115 · see citing works
Whitehead, K. J., Sautter, N. B., McWilliams, J. P., et al. (2016) · JAMA · doi:10.1001/jama.2016.11724 · Cited by 103 · see citing works
Reporting of safety data from randomised trials
Ioannidis, J. P. A., & Contopoulos‐Ioannidis, D. G. (1998) · The Lancet · doi:10.1016/s0140-6736(05)79825-1 · Cited by 97 · see citing works
Lind, M., Hirsch, I. B., Tuomilehto, J., Dahlqvist, S., Ahrén, B., Torffvit, O., Attvall, S., Ekelund, M., Filipsson, K., Tengmark, B.-O., et al. (2015) · BMJ · doi:10.1136/bmj.h5364 · Cited by 82 · see citing works
Graphical approaches to the analysis of safety data from clinical trials
Amit, O., Heiberger, R. M., & Lane, P. W. (2007) · Pharmaceutical Statistics · doi:10.1002/pst.254 · Cited by 81 · see citing works
Acetaminophen versus Ibuprofen in Young Children with Mild Persistent Asthma
Sheehan, W. J., Mauger, D. T., Paul, I. M., Moy, J. N., Boehmer, S., Szefler, S. J., Fitzpatrick, A. M., Jackson, D. J., Bacharier, L. B., Cabana, M. D., et al. (2016) · New England Journal of Medicine · doi:10.1056/nejmoa1515990 · Cited by 74 · see citing works
Rodés‐Cabau, J., Horlick, E. M., Ibrahim, R., et al. (2015) · JAMA · doi:10.1001/jama.2015.13919 · Cited by 69 · see citing works
Smith, S. M., Wang, A. T., Katz, N. P., McDermott, M. P., Burke, L. B., Coplan, P., Gilron, I., Hertz, S. H., Lin, A. H., Rappaport, B. A., et al. (2013) · Pain · doi:10.1016/j.pain.2013.03.003 · Cited by 58 · see citing works
Statistical Methods to Analyze Adverse Events Data of Randomized Clinical Trials
Siddiqui, O. I. (2009) · Journal of Biopharmaceutical Statistics · doi:10.1080/10543400903105463 · Cited by 54 · see citing works
Cornelius, V. R., Sauzet, O., Williams, J. E., Ayis, S., Farquhar-Smith, P., Ross, J. R., Branford, R. A., & Peacock, J. L. (2013) · Pain · doi:10.1016/j.pain.2012.08.012 · Cited by 49 · see citing works
Self-citationSummarizing the incidence of adverse events using volcano plots and time intervals
Zink, R. C., Wolfinger, R. D., & Mann, G. (2013) · Clinical Trials · doi:10.1177/1740774513485311 · Cited by 45 · see citing works
Coovadia, A. H., Abrams, E. J., Strehlau, R., et al. (2015) · JAMA · doi:10.1001/jama.2015.13631 · Cited by 43 · see citing works
Hum, S. W., Golder, S., & Shaikh, N. (2018) · Drug Safety · doi:10.1007/s40264-018-0680-0 · Cited by 26 · see citing works
Buhr, K. A., Downs, M. T., Rhorer, J., et al. (2017) · Therapeutic Innovation & Regulatory Science · doi:10.1177/2168479017739268 · Cited by 23 · see citing works
Jonville‐Béra, A. ‐., Giraudeau, B., & Autret‐Leca, E. (2006) · Annals of Internal Medicine · doi:10.7326/0003-4819-144-4-200602210-00024 · Cited by 19 · see citing works
Cornelius, V. R., Liu, K., Peacock, J. L., et al. (2016) · BMJ Open · doi:10.1136/bmjopen-2015-010599 · Cited by 19 · see citing works
Self-citationFavier, R., & Crépin, S. (2018) · Clinical Trials · doi:10.1177/1740774518760565 · Cited by 19 · see citing works
Ma, H., Ke, C., Jiang, Q., et al. (2015) · Therapeutic Innovation & Regulatory Science · doi:10.1177/2168479015587363 · Cited by 18 · see citing works
Maggi, C. B., Griebeler, I. H., & Pizzol, T. D. S. D. (2014) · International Journal of Risk & Safety in Medicine · doi:10.3233/jrs-140609 · Cited by 17 · see citing works
Cockle, K., Muls, A., Andreyev, J. N., Green, J., Ahmedzai, S. H., Ferguson, C., Smith, L., Picket, S., FARNELL, D. J. J., & Campbell, S. (2017) · Trials · doi:10.1186/s13063-017-1902-y · Cited by 14 · see citing works
Setting the Agenda for the Clinical Interview
Minton, P. R. (2006) · Annals of Internal Medicine · doi:10.7326/0003-4819-144-4-200602210-00023 · Cited by 5 · see citing works
Completeness of Safety Reporting in Randomized Trials: An Evaluation of 7 Medical Areas
Ioannidis, J. P. A., & Lau, J. (2001) · JAMA · doi:10.1001/jama.285.4.437 · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- [4]Food and Drug Administration. Attachment B: clinical safety review of an NDA or BLA of the good review practice. Clinical Reveiw Template 2010.
- [45]Stephens MD, Talbot JC, Routledge PA The detection of new adverse reactions. 4 edn London: Macmillan Reference, 1998.
- [48]Furey A, Bechhofer R Effective graphical analyses of adverse events in DMC reports. Trials Conference: 4th International Clinical Trials Methodology Conference, ICTMC and the 38th Annual Meeting of the Society for Clinical Trials United Kingdom. 2017.
Cited by
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Merenstein, D., Pot, B., Leyer, G., Ouwehand, A. C., Preidis, G. A., Elkins, C. A., Hill, C., Lewis, Z. T., Shane, A. L., Zmora, N., et al. (2023) · Gut Microbes · doi:10.1080/19490976.2023.2185034 · Cited by 481 · see citing works
Ho, E. K.-Y., Chen, L., Simic, M., Ashton-James, C. E., Comachio, J., Wang, D. X. M., Hayden, J. A., Ferreira, M. L., & Ferreira, P. H. (2022) · BMJ · doi:10.1136/bmj-2021-067718 · Cited by 220 · see citing works
Junqueira, D. R., Zorzela, L., Golder, S., Loke, Y., Gagnier, J. J., Julious, S. A., Li, T., Mayo-Wilson, E., Pham, B., Phillips, R., et al. (2023) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2023.04.005 · Cited by 67 · see citing works
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Kapp, P., Esmail, L., Ghosn, L., Ravaud, P., & Boutron, I. (2022) · BMC Medicine · doi:10.1186/s12916-022-02567-y · Cited by 25 · see citing works
- Authors
- Phillips, R., Hazell, L., Sauzet, O., & Cornelius, V.
- Affiliations
- Imperial College London (GB)
- Drug Safety Research Unit (GB)
- Bielefeld University (DE)
- Corresponding author
- Phillips, Rachel
- Venue
- BMJ Open
- Publisher
- BMJ
- Published
- 2019-02
- Volume
- 9
- Issue
- 2
- Pages
- e024537
- ISSN
- 2044-6055 (ISSN-L)
- PMC
- PMC6398660
- OpenAlex
- W2919004480
- Cited by
- 228
- References
- 52
- Citations by year
- 2026: 22 · 2025: 43 · 2024: 26 · 2023: 32 · 2022: 37 · 2021: 30 · 2020: 33 · 2019: 5
- FWCI
- 3.86
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- BMJ Open (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- ePrints Soton (University of Southampton) (acceptedVersion)
- HighWire Press Open Archive (submittedVersion)
- PUB – Publications at Bielefeld University (Bielefeld University) (submittedVersion, cc-by)
- Spiral (Imperial College London) (submittedVersion, cc-by)
- Funders
- Research Trainees Coordinating Centre
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Toxicology › Pharmacovigilance and Adverse Drug Reactions
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Keywords
- adverse events, randomized controlled trials, adverse event reporting, adverse event analysis, spontaneous adverse event reporting, trial withdrawal, multiple comparisons, patient-level analysis, causality assessment, drug safety
- MeSH terms
- Drug Therapy, Humans, Randomized Controlled Trials as Topic, Adverse Drug Reaction Reporting Systems, Drug-Related Side Effects and Adverse Reactions
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