ArticleSSM - population health2020
The economic underpinnings of the drug epidemic.
Article in SSM - population health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
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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.
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Who cites it
9 citing papers in PubMed.
- Economic Cynicism, COVID-19 and Deaths of Despair in Rural Ohio Counties.Sociology of health & illness · 2026Article
- Changes in the association between county industrial composition and working-age mortality from 2000 to 2022.SSM - population health · 2025Article
- "Deaths of despair" over the business cycle: New estimates from a shift-share instrumental variables approach.Economics and human biology · 2024Article
- Oxycodone: A Current Perspective on Its Pharmacology, Abuse, and Pharmacotherapeutic Developments.Pharmacological reviews · 2023Review
- Opioid Misuse: A Review of the Main Issues, Challenges, and Strategies.International journal of environmental research and public health · 2022Review
- Exploring county-level spatio-temporal patterns in opioid overdose related emergency department visits.PloS one · 2022Article
- Opioids and Public Health: The Prescription Opioid Ecosystem and Need for Improved Management.Anesthesiology · 2022Review
- From convergence to divergence: Lifespan variation in US states, 1959-2017.SSM - population health · 2021Article
- Opioid-free Anesthesia: Time to Regain Our Balance.Anesthesiology · 2021Article
Corrections and comments
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Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
U.S. labor markets have experienced transformative change over the past half century. Spurred on by global economic change, robotization, and the decline of labor unions, state labor markets have shifted away from an occupational regime dominated by the production of goods to one characterized by the provision of services. Prior studies have proposed that the deterioration of employment opportunities may be associated with the rise of substance use disorders and drug overdose deaths, yet no clear link between changes in labor market dynamics in the U.S. manufacturing sector and drug overdose deaths has been established. Using restricted-use vital registration records between 1999 and 2017 that comprise over 700,000 drug deaths, I test two questions: First, what is the association between manufacturing decline and drug and opioid overdose mortality rates? Second, how much of the increase in these drug-related outcomes can be predicted by manufacturing decline? The findings provide strong evidence that the restructuring of the U.S. labor market has played an important upstream role in the current drug crisis. Up to 92,000 overdose deaths for men and up to 44,000 overdose deaths for women are predicted by the decline of state-level manufacturing over this nearly two-decade period. These results persist in models that adjust for other social, economic, and policy trends changing at the same time. Critically, the findings signal the value of policy interventions that aim to reduce persistent economic precarity experienced by individuals and communities, especially the economic strain placed upon the middle class.
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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.