ArticleJAMA network open2019
Association of Pharmaceutical Industry Marketing of Opioid Products With Mortality From Opioid-Related Overdoses.
Article in JAMA network open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 70 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
70 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Is There Any Role for Opioids in the Management of Knee and Hip Osteoarthritis? A Systematic Review and Meta-Analysis.Arthritis care & research · 2021Pooled it
- Are Financial Payments From the Pharmaceutical Industry Associated With Physician Prescribing? : A Systematic Review.Annals of internal medicine · 2021Pooled it
- Factors associated with the prescribing of high-dose opioids in primary care: a systematic review and meta-analysis.BMC medicine · 2020Pooled it
- Money, Meals, and Marketing in Medicine: A 13-Year Follow-Up Survey of Physicians.Clinical pharmacology and therapeutics · 2026Article
- Food industry's interactions with nutrition professionals in Australia: a survey.Public health nutrition · 2026Article
- Pharmaceutical marketing and patient trust: How do doctor-targeted campaigns affect patients?PloS one · 2026Article
- A community-centered approach to psychedelics.Discover mental health · 2025Review
- Physician Perspectives on Pharmaceutical Promotion.JAMA health forum · 2025Article
- Intranasal overdose reversal formulations: a rapid review of available agents.Pain management · 2025Review
- Harmful Marketing: An Overlooked Social Determinant of Health.Prevention science : the official journal of the Society for Prevention Research · 2025Review
- Evaluation of the strategies opioid manufacturers used to recruit health professionals and encourage overprescribing: an analysis of industry documents.BMC public health · 2024Article
- Trends in financial payments from industry to US cancer centers, 2014-2021.JNCI cancer spectrum · 2024Article
- Analysis of physical activity and prescription opioid use among US adults: a cross-sectional study.BMC public health · 2024Article
- A scoping review of law enforcement drug seizures and overdose mortality in the United States.The International journal on drug policy · 2024Article
- Overlooking the obvious: the importance of communicating safety and risks of opioids-the Israeli context.Frontiers in pharmacology · 2024Article
- Promoting opioids, a story about how to influence medical science and opinions.Frontiers in medicine · 2024Article
- Prescription opioids and economic hardship in France.The European journal of health economics : HEPAC : health economics in prevention and care · 2023Article
- Association of globalization with the burden of opioid use disorders 2019. A country-level analysis using targeted maximum likelihood estimation.Globalization and health · 2023Article
- The Role of Physician Networks and Receipt of Opioid-Related Payments.Journal of general internal medicine · 2023Article
- Adult use of highly-potent Δ9-THC cannabis concentrate products by U.S. state cannabis legalization status, 2021.Addictive behaviors · 2023Article
10 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Erratum issued
Authors and funding
4 authors.
Funding
Abstract
Importance: Prescription opioids are involved in 40% of all deaths from opioid overdose in the United States and are commonly the first opioids encountered by individuals with opioid use disorder. It is unclear whether the pharmaceutical industry marketing of opioids to physicians is associated with mortality from overdoses. Objective: To identify the association between direct-to-physician marketing of opioid products by pharmaceutical companies and mortality from prescription opioid overdoses across US counties. Design, Setting, and Participants: This population-based, county-level analysis of industry marketing information used data from the Centers for Medicare & Medicaid Services Open Payments database linked with data from the Centers for Disease Control and Prevention on opioid prescribing and mortality from overdoses. All US counties were included, with data on overdoses from August 1, 2014, to December 31, 2016, linked to marketing data from August 1, 2013, to December 31, 2015, using a 1-year lag. Statistical analyses were conducted between February 1 and June 1, 2018. Main Outcomes and Measures: County-level mortality from prescription opioid overdoses, total cost of marketing of opioid products to physicians, number of marketing interactions, opioid prescribing rates, and sociodemographic factors. Results: Between August 1, 2013, and December 31, 2015, there were 434 754 payments totaling $39.7 million in nonresearch-based opioid marketing distributed to 67 507 physicians across 2208 US counties. After adjustment for county-level sociodemographic factors, mortality from opioid overdoses increased with each 1-SD increase in marketing value in dollars per capita (adjusted relative risk, 1.09; 95% CI, 1.05-1.12), number of payments to physicians per capita (adjusted relative risk, 1.18; 95% CI, 1.14-1.21, and number of physicians receiving marketing per capita (adjusted relative risk, 1.12; 95% CI, 1.08-1.16). Opioid prescribing rates also increased with marketing and partially mediated the association between marketing and mortality. Conclusions and Relevance: In this study, across US counties, marketing of opioid products to physicians was associated with increased opioid prescribing and, subsequently, with elevated mortality from overdoses. Amid a national opioid overdose crisis, reexamining the influence of the pharmaceutical industry may be warranted.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.