Financial conflicts of interest in systematic reviews: associations with results, conclusions, and methodological quality
Open accessAbstract
BACKGROUND: Financial conflicts of interest in systematic reviews (e.g. funding by drug or device companies or authors' collaboration with such companies) may impact on how the reviews are conducted and reported. OBJECTIVES: To investigate the degree to which financial conflicts of interest related to drug and device companies are associated with results, conclusions, and methodological quality of systematic reviews. SEARCH METHODS: We searched PubMed, Embase, and the Cochrane Methodology Register for studies published up to November 2016. We also read reference lists of included studies, searched grey literature sources, and Web of Science for studies citing the included studies. SELECTION CRITERIA: Eligible studies were studies that compared systematic reviews with and without financial conflicts of interest in order to investigate differences in results (estimated treatment effect and frequency of statistically favourable results), frequency of favourable conclusions, or measures of methodological quality of the review (e.g. as evaluated on the Oxman and Guyatt index). DATA COLLECTION AND ANALYSIS: Two review authors independently determined the eligibility of studies, extracted data, and assessed risk of bias. We synthesised the results of each study relevant to each of our outcomes. For meta-analyses, we used Mantel-Haenszel random-effects models to estimate risk ratios (RR) with 95% confidence intervals (CIs), with RR > 1 indicating that systematic reviews with financial conflicts of interest more frequently had statistically favourable results or favourable conclusions, and had lower methodological quality. When a quantitative synthesis was considered not meaningful, results from individual studies were summarised qualitatively. MAIN RESULTS: Ten studies with a total of 995 systematic reviews of drug studies and 15 systematic reviews of device studies were included. We assessed two studies as low risk of bias and eight as high risk, primarily because of risk of confounding. The estimated treatment effect was not statistically significantly different for systematic reviews with and without financial conflicts of interest (Z-score: 0.46, P value: 0.64; based on one study of 14 systematic reviews which had a matched design, comparing otherwise similar systematic reviews). We found no statistically significant difference in frequency of statistically favourable results for systematic reviews with and without financial conflicts of interest (RR: 0.84, 95% CI: 0.62 to 1.14; based on one study of 124 systematic reviews). An analysis adjusting for confounding due to methodological quality (i.e. score on the Oxman and Guyatt index) provided a similar result. Systematic reviews with financial conflicts of interest more often had favourable conclusions compared with systematic reviews without (RR: 1.98, 95% CI: 1.26 to 3.11; based on seven studies of 411 systematic reviews). Similar results were found in two studies with a matched design, which therefore had a reduced risk of confounding. Systematic reviews with financial conflicts of interest tended to have lower methodological quality compared with systematic reviews without financial conflicts of interest (RR for 11 dimensions of methodological quality spanned from 1.00 to 1.83). Similar results were found in analyses based on two studies with matched designs. AUTHORS' CONCLUSIONS: Systematic reviews with financial conflicts of interest more often have favourable conclusions and tend to have lower methodological quality than systematic reviews without financial conflicts of interest. However, it is uncertain whether financial conflicts of interest are associated with the results of systematic reviews. We suggest that patients, clinicians, developers of clinical guidelines, and planners of further research could primarily use systematic reviews without financial conflicts of interest. If only systematic reviews with financial conflicts of interest are available, we suggest that users read the review conclusions with skepticism, critically appraise the methods applied, and interpret the review results with caution.
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Systematic reviews with financial competing interests more often have conclusions favourable to the experimental intervention than systematic reviews without financial competing interests.
“For example, evidence suggests that systematic reviews with financial competing interests more often have conclusions favourable to the experimental intervention than systematic reviews without financial competing interests.159”
From PRISMA 2020 explanation and elaboration: updated guidance and exemplars for reporting systematic reviews (2021) · cites this paper as [159]
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Cites
Dermyshi, E., Wang, Y., Yan, C., Hong, W., Qiu, G., Gong, X., & Zhang, T. (2017) · Neonatology · doi:10.1159/000454668 · Cited by 24,577 · see citing works
GRADE: an emerging consensus on rating quality of evidence and strength of recommendations
Guyatt, G. H., Oxman, A. D., Vist, G. E., Kunz, R., Falck-Ytter, Y., Alonso-Coello, P., & Schünemann, H. J. (2008) · BMJ · doi:10.1136/bmj.39489.470347.ad · Cited by 23,305 · see citing works
GRADE guidelines: 1. Introduction—GRADE evidence profiles and summary of findings tables
Guyatt, G., Oxman, A. D., Akl, E. A., Kunz, R., Vist, G., Brozek, J., Norris, S., Falck-Ytter, Y., Glasziou, P., & deBeer, H. (2011) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2010.04.026 · Cited by 10,681 · see citing works
Development of AMSTAR: A measurement tool to assess the methodological quality of systematic reviews
Shea, B. J., Grimshaw, J. M., Wells, G. A., Boers, M., Andersson, N., Hamel, C., Porter, A. C., Tugwell, P., Moher, D., & Bouter, L. M. (2007) · BMC Medical Research Methodology · doi:10.1186/1471-2288-7-10 · Cited by 4,374 · see citing works
Interpretation of random effects meta-analyses
Riley, R. D., Higgins, J. P. T., & Deeks, J. J. (2011) · BMJ · doi:10.1136/bmj.d549 · Cited by 2,884 · see citing works
Kirkwood, B. R., & Sterne, J. A. C. (2014) · Bristol Research (University of Bristol) · Cited by 2,820 · see citing works
Plea for routinely presenting prediction intervals in meta-analysis.
IntHout, J., Ioannidis, J. P. A., Rovers, M. M., & Goeman, J. J. (2016) · BMJ Open · doi:10.1136/bmjopen-2015-010247 · Cited by 2,264 · see citing works
Industry sponsorship and research outcome
Lundh, A., Lexchin, J., Mintzes, B., Schroll, J. B., & Bero, L. (2017) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.mr000033.pub3 · Cited by 1,697 · see citing works
Self-citationSanjeev, B. (2006) · Jaypee Brothers Medical Publishers (P) Ltd. eBooks · doi:10.5005/jp/books/10313 · Cited by 1,002 · see citing works
Full publication of results initially presented in abstracts.
Scherer, R. W., Langenberg, P., & von Elm, E. (2007) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.mr000005.pub3 · Cited by 997 · see citing works
Finding What Works in Health Care: Standards for Systematic Reviews
Eden, J., Levit, L. A., Berg, A. O., & Morton, S. C. (2013) · Cited by 943 · see citing works
Validation of an index of the quality of review articles
Oxman, A. D., & Guyatt, G. H. (1991) · Journal of Clinical Epidemiology · doi:10.1016/0895-4356(91)90160-b · Cited by 788 · see citing works
Page, M. J., Shamseer, L., Altman, D. G., Tetzlaff, J., Sampson, M., Tricco, A. C., Catalá-López, F., Li, L., Reid, E. K., Sarkis-Onofre, R., et al. (2016) · PLOS Medicine · doi:10.1371/journal.pmed.1002028 · Cited by 768 · see citing works
Conflict of Interest in the Debate over Calcium-Channel Antagonists
Stelfox, H. T., Chua, G., O'Rourke, K., & Detsky, A. S. (1998) · New England Journal of Medicine · doi:10.1056/nejm199801083380206 · Cited by 615 · see citing works
Epidemiology and reporting of randomised trials published in PubMed journals
Chan, A.-W., & Altman, D. G. (2005) · The Lancet · doi:10.1016/s0140-6736(05)71879-1 · Cited by 474 · see citing works
Checking reference lists to find additional studies for systematic reviews
Horsley, T., Dingwall, O., & Sampson, M. (2011) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.mr000026.pub2 · Cited by 446 · see citing works
Why review articles on the health effects of passive smoking reach different conclusions
Barnes, D. E. (1998) · JAMA · doi:10.1001/jama.279.19.1566 · Cited by 442 · see citing works
Jørgensen, A. W., Hilden, J., & Gøtzsche, P. C. (2006) · BMJ · doi:10.1136/bmj.38973.444699.0b · Cited by 439 · see citing works
Relationship between Funding Source and Conclusion among Nutrition-Related Scientific Articles
Lesser, L. I., Ebbeling, C. B., Goozner, M., Wypij, D., & Ludwig, D. S. (2007) · PLoS Medicine · doi:10.1371/journal.pmed.0040005 · Cited by 421 · see citing works
Understanding GRADE: an introduction
Goldet, G., & Howick, J. (2013) · Journal of Evidence-Based Medicine · doi:10.1111/jebm.12018 · Cited by 390 · see citing works
Full publication of results initially presented in abstracts
Scherer, R. W., Meerpohl, J. J., Pfeifer, N., Schmucker, C., Schwarzer, G., & von Elm, E. (2018) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.mr000005.pub4 · Cited by 307 · see citing works
Pharmaceutical company funding and its consequences: A qualitative systematic review
Sismondo, S. (2007) · Contemporary Clinical Trials · doi:10.1016/j.cct.2007.08.001 · Cited by 304 · see citing works
Yank, V., Rennie, D., & Bero, L. A. (2007) · BMJ · doi:10.1136/bmj.39376.447211.be · Cited by 235 · see citing works
Yavchitz, A., Ravaud, P., Altman, D. G., Moher, D., Hrobjartsson, A., Lasserson, T., & Boutron, I. (2016) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2016.01.020 · Cited by 224 · see citing works
How pharmaceutical industry funding affects trial outcomes: Causal structures and responses
Sismondo, S. (2008) · Social Science & Medicine · doi:10.1016/j.socscimed.2008.01.010 · Cited by 217 · see citing works
Wang, A. T., McCoy, C. P., Murad, M. H., & Montori, V. M. (2010) · BMJ · doi:10.1136/bmj.c1344 · Cited by 173 · see citing works
Ebrahim, S., Bance, S., Athale, A., Malachowski, C., & Ioannidis, J. P. A. (2016) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2015.08.021 · Cited by 107 · see citing works
Methods for obtaining unpublished data
Young, T., & Hopewell, S. (2011) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.mr000027.pub2 · Cited by 107 · see citing works
Content area experts as authors: helpful or harmful for systematic reviews and meta-analyses?
Gøtzsche, P. C., & Ioannidis, J. P. A. (2012) · BMJ · doi:10.1136/bmj.e7031 · Cited by 106 · see citing works
Association of Industry Sponsorship With Outcomes of Nutrition Studies
Chartres, N., Fabbri, A., & Bero, L. A. (2016) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2016.6721 · Cited by 92 · see citing works
Financial Conflicts of Interest and Conclusions About Neuraminidase Inhibitors for Influenza
Dunn, A. G., Arachi, D., Hudgins, J. D., Tsafnat, G., Coiera, E. W., & Bourgeois, F. T. (2014) · Annals of Internal Medicine · doi:10.7326/m14-0933 · Cited by 83 · see citing works
Jørgensen, A. W., Maric, K. L., Tendal, B., Faurschou, A., & Gøtzsche, P. C. (2008) · BMC Medical Research Methodology · doi:10.1186/1471-2288-8-60 · Cited by 80 · see citing works
Differential Globalization of Industry- and Non-Industry–Sponsored Clinical Trials
Atal, I., Trinquart, L., Porcher, R., & Ravaud, P. (2015) · PLoS ONE · doi:10.1371/journal.pone.0145122 · Cited by 78 · see citing works
for the ANRS 1215 study group, Boussari, O., Subtil, F., Genolini, C., Bastard, M., Iwaz, J., Fonton, N., Étard, J.-F., & Écochard, R. (2015) · BMC Medical Research Methodology · doi:10.1186/1471-2288-15-10 · Cited by 66 · see citing works
Hakoum, M. B., Anouti, S., Al‐Gibbawi, M., Abou-Jaoude, E. A., Hasbani, D. J., Lopes, L. C., Agarwal, A., Guyatt, G. H., & Akl, E. A. (2016) · BMJ Open · doi:10.1136/bmjopen-2016-011997 · Cited by 60 · see citing works
Hartog, C. S., Skupin, H., Natanson, C., Sun, J., & Reinhart, K. (2012) · Intensive Care Medicine · doi:10.1007/s00134-012-2614-0 · Cited by 42 · see citing works
Gómez-García, F. J., Ruano, J., Aguilar-Luque, M., Gay-Mimbrera, J., Maestre-López, B., Sanz-Cabanillas, J. L., Carmona-Fernández, P. J., González-Padilla, M., García-Nieto, A. J. V., & Isla-Tejera, B. (2017) · British Journal of Dermatology · doi:10.1111/bjd.15380 · Cited by 39 · see citing works
An Assessment of the Methodological Quality of Published Network Meta-Analyses: A Systematic Review
Chambers, J. D., Naci, H., Wouters, O. J., Pyo, J., Gunjal, S., Kennedy, I. R., Hoey, M. G., Winn, A. N., & Neumann, P. J. (2015) · PLoS ONE · doi:10.1371/journal.pone.0121715 · Cited by 37 · see citing works
What do we really know about conflicts of interest in biomedical research?
Warner, T., & Gluck, J. P. (2003) · Psychopharmacology · doi:10.1007/s00213-003-1657-x · Cited by 34 · see citing works
Network meta-analyses performed by contracting companies and commissioned by industry
Schuit, E., & Ioannidis, J. P. A. (2016) · Systematic Reviews · doi:10.1186/s13643-016-0377-3 · Cited by 24 · see citing works
Chapman, S., Eisinga, A., Hopewell, S., & Clarke, M. J. (2012) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2011.09.009 · Cited by 17 · see citing works
Lane, P. W., Higgins, J. P. T., Anagnostelis, B., Anzures‐Cabrera, J., Baker, N. F., Cappelleri, J. C., Haughie, S., Hollis, S., Lewis, S. C., Moneuse, P., et al. (2013) · Research Synthesis Methods · doi:10.1002/jrsm.1072 · Cited by 16 · see citing works
Financial conflicts of interest and outcomes and quality of systematic reviews
Nejstgaard, C. H., Lundh, A., Rasmussen, K., Gøtzsche, P. C., & Hróbjartsson, A. (2017) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.mr000047 · Cited by 8 · see citing works
Self-citationPharmaceutical Sponsorship Bias Influences Thrombolytic Literature in Acute Ischemic Stroke
Radecki, R. P. (2011) · Western Journal of Emergency Medicine · doi:10.5811/westjem.2011.5.2166 · Cited by 7 · see citing works
DO PHARMACEUTICAL COMPANIES SELECTIVELY REPORT CLINICAL TRIAL DATA
Ahmer, S., Haider, I., Anderson, D., & Arya, P. (2006) · Cited by 5 · see citing works
Disclosures of Conflicts of Interest in Psychiatric Review Articles
Kopelman, A. M., Gorelick, D. A., & Appelbaum, P. S. (2013) · The Journal of Nervous and Mental Disease · doi:10.1097/nmd.0b013e31827f6248 · Cited by 5 · see citing works
Standards for Synthesizing the Body of Evidence
Eden, J., Levit, L. A., Berg, A. O., et al. (2011) · Cited by 3 · see citing works
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Research works printed but not linked: 4
- [1]1. Commercial-academic[Title/Abstract] OR academic-industry[Title/Abstract] OR commercial-industry[Title/Abstract] OR physi- cian-industry[Title/Abstract]) AND (interface[Title/Abstract] OR interfaces[Title/Abstract] OR interaction[Title/Abstract] OR in- teractions[Title/Abstract] OR relationship[Title/Abstract] OR relationships[Title/Abstract] OR relation[Title/Abstract] OR rela- tions[Title/Abstract]) 13. 5 OR 6 OR 7 OR 8 OR 9 OR 10 OR 11 OR 12 Block 3: systematic reviews or meta-analyses 14. Review Literature as Topic (MeSH)
- [4]4. Systematic[Title/Abstract] OR systematically[Title/Abstract] OR systematical[Title/Abstract] OR Cochrane[Title/Abstract] OR literature[Title/Abstract] OR literatures[Title/Abstract]) AND (review[Title/Abstract] OR reviews[Title/Abstract] OR overview[Title/ Abstract] OR overviews[Title/Abstract]) 19. 14 OR 15 OR 16 OR 17 OR 18 Combined searches 20. 4 AND 13 AND 19 Appendix
- [5]5. Data extraction Two review authors independently extracted data on the following. Basic characteristics 1. Title 2. Year published 3. Name of first author 4. Name of journal 5. Primary aim of the study 6. Study design used in the study (cohort, cross-sectional, systematic review or meta-analysis, other) 7. Study domain (i.e. topic of interest) of systematic reviews. Verbatim extraction 8. Study domain coded (specific disease, specific therapy, mixed domain)
- [9]9. Definition of systematic reviews or meta-analyses used in the study. Verbatim extraction 13. Number of systematic reviews or meta-analyses included in the study 14. Types of studies included in systematic review or meta-analysis (e.g. clinical trials or cohort studies) Outcome data 1. Definition of industry funding used in the study. Verbatim extraction 2. Definition of author conflicts of interest used in the study. Verbatim extraction 3. Definition of effect size estimates used in the study. Verbatim extraction
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Page, M. J., Moher, D., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., et al. (2021) · BMJ · doi:10.1136/bmj.n160 · Cited by 11,883 · see citing works
Self-citationPage, M. J., Moher, D., Bossuyt, P., Boutron, I., Hoffmann, T., mulrow, C., Shamseer, L., Tetzlaff, J., Akl, E., Brennan, S. E., et al. (2020) · doi:10.31222/osf.io/gwdhk · Cited by 916 · see citing works
Self-citationNejstgaard, C. H., Bero, L., Hróbjartsson, A., Jørgensen, A. W., Jørgensen, K. J., Le, M., & Lundh, A. (2020) · BMJ · doi:10.1136/bmj.m4234 · Cited by 116 · see citing works
Self-citationGates, M., Gates, A., Pieper, D., Fernandes, R., Tricco, A., Moher, D., Brennan, S. E., Li, T., Pollock, M., Lunny, C., et al. (2022) · doi:10.31222/osf.io/23b6j · Cited by 3 · see citing works
- Authors
- Hansen, C., Lundh, A., Rasmussen, K., & Hróbjartsson, A.
- Affiliations
- Odense University Hospital; Centre for Evidence-Based Medicine Odense (CEBMO); Kløvervaenget 10, 13. Floor Odense Denmark 5000
- University of Southern Denmark (DK)
- Rigshospitalet (DK)
- Venue
- Cochrane Database of Systematic Reviews
- Publisher
- Wiley
- Published
- 2019-08-05
- Volume
- 2019
- Issue
- 8
- Pages
- MR000047-MR000047
- ISSN
- 1361-6137 (ISSN-L)
- 1465-1858
- PMC
- PMC7040976
- OpenAlex
- W2966727108
- Semantic Scholar
- 14d7e627a10682ebf80f3a0ed873a9617a23cb5c
- Cited by
- 96
- References
- 47
- Citations by year
- 2026: 4 · 2025: 21 · 2024: 9 · 2023: 16 · 2022: 16 · 2021: 15 · 2020: 12 · 2019: 3
- FWCI
- 1.81
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Cochrane Database of Systematic Reviews (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- University of Southern Denmark Research Portal (University of Southern Denmark) (submittedVersion, other-oa)
- Funders
- Syddansk Universitet
- Topics
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Pharmaceutical industry and healthcare
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › scientometrics and bibliometrics research
- Keywords
- financial conflicts of interest, systematic reviews, pharmaceutical industry funding, methodological quality, publication bias, treatment effects, research integrity, risk of bias, confounding, research funding transparency, editorial policy
- MeSH terms
- Humans, Nutritional Status, Conflict of Interest
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