Methodology and Reports of Systematic Reviews and Meta-analyses: A Comparison of Cochrane Reviews With Articles Published in Paper-Based Journals
Abstract
CONTEXT: Review articles are important sources of information to help guide decisions by clinicians, patients, and other decision makers. Ideally, reviews should include strategies to minimize bias and to maximize precision and be reported so explicitly that any interested reader would be able to replicate them. OBJECTIVE: To compare the methodological and reporting aspects of systematic reviews and meta-analyses published by the Cochrane Collaboration with those published in paper-based journals indexed in MEDLINE. DATA SOURCES: The Cochrane Library, issue 2 of 1995, and a search of MEDLINE restricted to 1995. STUDY SELECTION: All 36 completed reviews published in the Cochrane Database of Systematic Reviews and a randomly selected sample of 39 meta-analyses or systematic reviews published in journals indexed by MEDLINE in 1995. DATA EXTRACTION: Number of authors, trials, and patients; trial sources; inclusion and exclusion criteria; language restrictions; primary outcome; trial quality assessment; heterogeneity testing; and effect estimates. Updating by 1997 was evaluated. RESULTS: Reviews found in MEDLINE included more authors (median, 3 vs 2; P<.001), more trials (median, 13.5 vs 5; P<.001), and more patients (median, 1280 vs 528; P<.001) than Cochrane reviews. More Cochrane reviews, however, included a description of the inclusion and exclusion criteria (35/36 vs 18/39; P<.001) and assessed trial quality (36/36 vs 12/39; P<.001). No Cochrane reviews had language restrictions (0/36 vs 7/39; P<.01). There were no differences in sources of trials, heterogeneity testing, or description of effect estimates. By June 1997, 18 of 36 Cochrane reviews had been updated vs 1 of 39 reviews listed in MEDLINE. CONCLUSIONS: Cochrane reviews appear to have greater methodological rigor and are more frequently updated than systematic reviews or meta-analyses published in paper-based journals.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
A comparative analysis between paper-based journal meta-analyses and Cochrane reviews demonstrated significant heterogeneity in the quality of published systematic reviews, with relatively poor adherence to sound methodological principles in the majority of non-Cochrane reviews.
“A comparative analysis between paper-based journal meta-analyses and the more rigorous Cochrane reviews demonstrated significant heterogeneity in the quality of published systematic reviews with relatively poor adherence to sound methodological principles with the majority of non-Cochrane reviews.140”
From Challenges in Testosterone Measurement, Data Interpretation, and Methodological Appraisal of Interventional Trials (2016) · cites this paper as [140]
Cites
Bias in meta-analysis detected by a simple, graphical test
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997) · BMJ · doi:10.1136/bmj.315.7109.629 · Cited by 56,722 · see citing works
Does blinding of readers affect the results of meta-analyses?
Berlin, J. A. (1997) · The Lancet · doi:10.1016/s0140-6736(05)62352-5 · Cited by 478 · see citing works
Jadad, A. R., & McQuay, H. J. (1996) · Journal of Clinical Epidemiology · doi:10.1016/0895-4356(95)00062-3 · Cited by 205 · see citing works
Self-citationThe Relationship Between Methodological Quality and Conclusions in Reviews of Spinal Manipulation
Assendelft, W. J. (1995) · JAMA · doi:10.1001/jama.1995.03530240052041 · Cited by 132 · see citing works
Sacks, H. S., Reitman, D., Pagano, D., & Kupelnick, B. (1996) · PubMed · Cited by 122 · see citing works
The Cochrane Collaboration-Advances and Challenges in Improving Evidence-based Decision Making
Jadad, A. R., & Haynes, R. B. (1998) · Medical Decision Making · doi:10.1177/0272989x9801800102 · Cited by 70 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
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
Self-citationPublication and related bias in meta-analysis
Sterne, J. A. C., Gavaghan, D., & Egger, M. (2000) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(00)00242-0 · Cited by 2,282 · see citing works
Taylor, R. S., Brown, A., Ebrahim, S., Jolliffe, J., Noorani, H., Rees, K., Skidmore, B., Stone, J. A., Thompson, D. R., & Oldridge, N. (2004) · The American Journal of Medicine · doi:10.1016/j.amjmed.2004.01.009 · Cited by 2,239 · see citing works
Writing narrative literature reviews for peer-reviewed journals: secrets of the trade
Green, B. N., Johnson, C. D., & Adams, A. (2006) · Journal of Chiropractic Medicine · doi:10.1016/s0899-3467(07)60142-6 · Cited by 2,224 · see citing works
The Mass Production of Redundant, Misleading, and Conflicted Systematic Reviews and Meta‐analyses
IOANNIDIS, J. P. A. (2016) · The Milbank Quarterly · doi:10.1111/1468-0009.12210 · Cited by 1,483 · see citing works
The appropriateness of asymmetry tests for publication bias in meta-analyses: A large survey
Ioannidis, J. P. A., & Trikalinos, T. A. (2007) · Canadian Medical Association Journal · doi:10.1503/cmaj.060410 · Cited by 1,052 · see citing works
Dissemination and publication of research findings: an updated review of related biases
Song, F., Parekh, Hooper, L., Loke, Y., Ryder, J., Sutton, A., Hing, C., Kwok, C., Pang, C., & Harvey, I. (2010) · Health Technology Assessment · doi:10.3310/hta14080 · Cited by 1,039 · see citing works
Interventions for improving upper limb function after stroke
Pollock, A., Farmer, S. E., Brady, M. C., Langhorne, P., Mead, G. E., Mehrholz, J., & van Wijck, F. (2014) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd010820.pub2 · Cited by 909 · see citing works
McAuley, L., Pham, B., Tugwell, P., & Moher, D. (2000) · The Lancet · doi:10.1016/s0140-6736(00)02786-0 · Cited by 812 · see citing works
Self-citationExpediting systematic reviews: methods and implications of rapid reviews
Ganann, R., Ciliska, D., & Thomas, H. (2010) · Implementation Science · doi:10.1186/1748-5908-5-56 · Cited by 752 · see citing works
Als-Nielsen, B., Chen, W., Gluud, C., & Kjaergard, L. L. (2003) · JAMA · doi:10.1001/jama.290.7.921 · Cited by 746 · see citing works
Royle, P., & Milne, R. (2003) · International Journal of Technology Assessment in Health Care · doi:10.1017/s0266462303000552 · Cited by 693 · see citing works
Living Systematic Reviews: An Emerging Opportunity to Narrow the Evidence-Practice Gap
Elliott, J. H., Turner, T., Clavisi, O., Thomas, J., Higgins, J. P. T., Mavergames, C., & Gruen, R. L. (2014) · PLoS Medicine · doi:10.1371/journal.pmed.1001603 · Cited by 596 · see citing works
Moher, D., Pham, B., Lawson, M., & Klassen, T. (2003) · Health Technology Assessment · doi:10.3310/hta7410 · Cited by 500 · see citing works
Self-citationWhat contributions do languages other than English make on the results of meta-analyses?
Moher, D., Pham, Klassen, T. P., Schulz, K. F., Berlin, J. A., Jadad, A. R., & Liberati, A. (2000) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(00)00188-8 · Cited by 453 · see citing works
Self-citationPublication and related biases.
Song, Eastwood, Gilbody, Duley, & Sutton (2000) · Health Technology Assessment · doi:10.3310/hta4100 · Cited by 427 · see citing works
Takeshima, N., Sozu, T., Tajika, A., Ogawa, Y., Hayasaka, Y., & Furukawa, T. A. (2014) · BMC Medical Research Methodology · doi:10.1186/1471-2288-14-30 · Cited by 387 · see citing works
Recommendations by Cochrane Review Groups for assessment of the risk of bias in studies
Lundh, A., & Gøtzsche, P. C. (2008) · BMC Medical Research Methodology · doi:10.1186/1471-2288-8-22 · Cited by 352 · see citing works
Editorial peer review for improving the quality of reports of biomedical studies
Jefferson, T., Rudin, M., Brodney Folse, S., & Davidoff, F. (2007) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.mr000016.pub3 · Cited by 312 · see citing works
Therapeutic effects of yoga for children: a systematic review of the literature.
Galantino, M. L., Galbavy, R., & Quinn, L. (2008) · Pediatric Physical Therapy · doi:10.1097/pep.0b013e31815f1208 · Cited by 248 · see citing works
Effectiveness of smoking cessation interventions among adults: a systematic review of reviews
Lemmens, V., Oenema, A., Knut, I. K., & Brug, J. (2008) · European Journal of Cancer Prevention · doi:10.1097/cej.0b013e3282f75e48 · Cited by 220 · see citing works
Silver diamine fluoride for managing carious lesions: an umbrella review
Seifo, N., Cassie, H., Radford, J. R., & Innes, N. P. T. (2019) · BMC Oral Health · doi:10.1186/s12903-019-0830-5 · Cited by 217 · see citing works
Moseley, A. M., Elkins, M. R., Herbert, R. D., Maher, C. G., & Sherrington, C. (2009) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2008.09.018 · Cited by 202 · see citing works
Citation bias favoring statistically significant studies was present in medical research
Jannot, A.-S., Agoritsas, T., Gayet-Ageron, A., & Perneger, T. V. (2013) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2012.09.015 · Cited by 193 · see citing works
Royle, P., & Waugh, N. (2003) · Health Technology Assessment · doi:10.3310/hta7340 · Cited by 194 · see citing works
Manchikanti, L. (2009) · Pain Physician · doi:10.36076/ppj.2009/12/819 · Cited by 168 · see citing works
Halladay, C. W., Trikalinos, T. A., Schmid, I. T., Schmid, C. H., & Dahabreh, I. J. (2015) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2014.12.017 · Cited by 166 · see citing works
Should meta-analysts search Embase in addition to Medline?
Sampson, M. (2003) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(03)00110-0 · Cited by 160 · see citing works
Quality of Cochrane reviews: Assessment of sample from 1998.
Olsen, O., Middleton, P., Ezzo, J., Gøtzsche, P. C., Hadhazy, V., Herxheimer, A., Kleijnen, J., & McIntosh, H. (2001) · BMJ · doi:10.1136/bmj.323.7317.829 · Cited by 159 · see citing works
Karlsson, P., & Bergmark, A. (2015) · Addiction · doi:10.1111/add.12799 · Cited by 148 · see citing works
Using Existing Systematic Reviews in Complex Systematic Reviews
Whitlock, E. P., Lin, J. S., Chou, R., Shekelle, P., & Robinson, K. A. (2008) · Annals of Internal Medicine · doi:10.7326/0003-4819-148-10-200805200-00010 · Cited by 144 · see citing works
Roberts, P. D., Stewart, G. B., & Pullin, A. S. (2006) · Biological Conservation · doi:10.1016/j.biocon.2006.04.034 · Cited by 137 · see citing works
Evaluating Meta-analyses in the General Surgical Literature: A Critical Appraisal
Dixon, E., Hameed, M., Sutherland, F., Cook, D. J., & Doig, C. (2005) · Annals of Surgery · doi:10.1097/01.sla.0000154258.30305.df · Cited by 129 · see citing works
Self-citationPreventive Treatments for Psychosis: Umbrella Review (Just the Evidence)
Fusar-Poli, P., Davies, C., Solmi, M., Brondino, N., De Micheli, A., Kotlicka-Antczak, M., Shin, J. I., & Radua, J. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00764 · Cited by 108 · see citing works
Asthma and Swimming: A Meta-Analysis
Goodman, M., & Hays, S. (2008) · Journal of Asthma · doi:10.1080/02770900802165980 · Cited by 109 · see citing works
Global Burden of Skin Disease as Reflected in <i>Cochrane Database of Systematic Reviews</i>
Karimkhani, C., Boyers, L. N., Prescott, L., Welch, V., Delamere, F. M., Nasser, M., Zaveri, A., Hay, R. J., Vos, T., Murray, C. J. L., et al. (2014) · JAMA Dermatology · doi:10.1001/jamadermatol.2014.709 · Cited by 87 · see citing works
The reporting quality of meta-analyses improves: a random sampling study
Wen, J., Ren, Y., Wang, L., Li, Y., Liu, Y., Zhou, M., Liu, P., Ye, L., Li, Y., & Tian, W. (2008) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2007.10.008 · Cited by 84 · see citing works
Quality of systematic reviews in pediatric oncology – A systematic review
Lundh, A., Knijnenburg, S. L., Jørgensen, A. W., van Dalen, E. C., & Kremer, L. C. M. (2009) · Cancer Treatment Reviews · doi:10.1016/j.ctrv.2009.08.010 · Cited by 78 · see citing works
Availability of large-scale evidence on specific harms from systematic reviews of randomized trials.
Papanikolaou, P. N., & Ioannidis, J. P. A. (2004) · The American Journal of Medicine · doi:10.1016/j.amjmed.2004.04.026 · Cited by 79 · see citing works
Hopewell, S., Boutron, I., Altman, D. G., & Ravaud, P. (2013) · BMJ Open · doi:10.1136/bmjopen-2013-003342 · Cited by 66 · see citing works
Faggion, C. M., Liu, J., Huda, F., & Atieh, M. (2014) · Journal of Periodontal Research · doi:10.1111/jre.12092 · Cited by 31 · see citing works
Marchevsky, A. M., & Wick, M. R. (2015) · Archives of Pathology & Laboratory Medicine · doi:10.5858/arpa.2014-0106-ra · Cited by 26 · see citing works
The art and science of study identification: a comparative analysis of two systematic reviews
Rosen, L., & Suhami, R. (2016) · BMC Medical Research Methodology · doi:10.1186/s12874-016-0118-2 · Cited by 22 · see citing works
- Authors
- Jadad, A. R., Cook, D. J., Jones, A., Klassen, T. P., Tugwell, P., Moher, M., & Moher, D.
- Affiliations
- McMaster University (CA)
- Venue
- JAMA
- Publisher
- American Medical Association (AMA)
- Published
- 1998-07-15
- Volume
- 280
- Issue
- 3
- Pages
- 278
- ISSN
- 0002-9955 (ISSN-L)
- 0098-7484
- OpenAlex
- W1982130175
- Cited by
- 534
- References
- 6
- Citations by year
- 2026: 5 · 2025: 3 · 2024: 9 · 2023: 8 · 2022: 10 · 2021: 8 · 2020: 15 · 2019: 22 · 2018: 9 · 2017: 8 · 2016: 12 · 2015: 24 · 2014: 25 · 2013: 23 · 2012: 16
- FWCI
- 38.16
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- JAMA (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Clinical practice guidelines implementation
- Social Sciences › Sociology and Political Science › Delphi Technique in Research
- Keywords
- systematic reviews, meta-analysis, Cochrane Collaboration, review methodology, reporting quality, trial quality assessment, heterogeneity testing, review updating, methodological quality
- MeSH terms
- Peer Review, Periodicals as Topic, Publishing, Review Literature as Topic, Meta-Analysis as Topic
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