ReviewAnnual review of public health2021
A Critical Review of the Social and Behavioral Contributions to the Overdose Epidemic.
Review in Annual review of public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 2 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
33 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Social and economic determinants of drug overdose deaths: a systematic review of spatial relationships.Social psychiatry and psychiatric epidemiology · 2024Pooled it
- A Systematic Review of Simulation Models to Track and Address the Opioid Crisis.Epidemiologic reviews · 2022Pooled it
- Mediation of chronic pain and disability on opioid use disorder risk by pain management practices among adult Medicaid patients, 2016-2019.American journal of epidemiology · 2026Article
- Global substance use disorders burden from 1990 to 2021: post-COVID shifts and widening inequalities.Journal of global health · 2026Article
- Inference Gap in Domain Expertise and Machine Intelligence in Named Entity Recognition: Creation of and Insights from a Substance Use-related Dataset.Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing · 2026Article
- Preferences and predictors driving opioid-involved polysubstance use profiles and trajectories: a prospective cohort study protocol.BMJ open · 2025Article
- Associations of community socioeconomic factors and opioid use disorder across an urban-to-rural spectrum in Pennsylvania: an electronic health record-based case-control study.Social psychiatry and psychiatric epidemiology · 2025Article
- Maximizing the Public Health Benefits of Opioid Settlements: Policy Recommendations for Equity, Sustainability, and Impact.The Milbank quarterly · 2025Article
- Creating a Framework for Minimizing Opioid Consumption after Office Based Surgery.Current pain and headache reports · 2025Review
- The contribution of psychotherapy in potential therapeutic effects of psychedelics for treatment of opioid use disorder.Current addiction reports · 2025Article
- Pain Management Treatments and Opioid Use Disorder Risk in Medicaid Patients.American journal of preventive medicine · 2024Article
- Risk factors for persistent fatal opioid-involved overdose clusters in Massachusetts 2011-2021: a spatial statistical analysis with socio-economic, accessibility, and prescription factors.BMC public health · 2024Article
- What would it really take to solve the overdose epidemic in the United States?The International journal on drug policy · 2024Article
- Adverse effects of criminal legal system involvement: a qualitative study examining the role of incarceration and reentry on substance use trajectories among women with opioid use disorders.BMC global and public health · 2024Article
- Independent and joint contributions of physical disability and chronic pain to incident opioid use disorder and opioid overdose among Medicaid patients.Psychological medicine · 2024Article
- Development and validation of a community-level social determinants of health index for drug overdose deaths in the HEALing Communities Study.Journal of substance use and addiction treatment · 2024Article
- A scoping review of law enforcement drug seizures and overdose mortality in the United States.The International journal on drug policy · 2024Article
- Article
- Sensors and Devices Guided by Artificial Intelligence for Personalized Pain Medicine.Cyborg and bionic systems (Washington, D.C.) · 2024Review
- Association of globalization with the burden of opioid use disorders 2019. A country-level analysis using targeted maximum likelihood estimation.Globalization and health · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
More than 750,000 people in the United States died from an overdose between 1999 and 2018; two-thirds of those deaths involved an opioid. In this review, we present trends in opioid overdose rates during this period and discuss how the proliferation of opioid prescribing to treat chronic pain, changes in the heroin and illegally manufactured opioid synthetics markets, and social factors, including deindustrialization and concentrated poverty, contributed to the rise of the overdose epidemic. We also examine how current policies implemented to address the overdose epidemic may have contributed to reducing prescription opioid overdoses but increased overdoses involving illegal opioids. Finally, we identify new directions for research to understand the causes and solutions to this critical public health problem, including research on heterogeneous policy effects across social groups, effective approaches to reduce overdoses of illegal opioids, and the role of social contexts in shaping policy implementation and impact.
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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.