ArticleJAMA internal medicine2020
Association Between Automotive Assembly Plant Closures and Opioid Overdose Mortality in the United States: A Difference-in-Differences Analysis.
Article in JAMA internal medicine, 2020. 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 74 papers, 1 of them a synthesis that pooled it.
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Who cites it
74 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Social and economic determinants of drug overdose deaths: a systematic review of spatial relationships.Social psychiatry and psychiatric epidemiology · 2024Pooled it
- Enhanced discharge counseling to reduce outpatient opioid use after cesarean delivery: a randomized clinical trial.American journal of obstetrics & gynecology MFM · 2021Trial
- Causes of Excess Deaths in the US Compared With Other High-Income Countries.JAMA network open · 2026Article
- Aid withdrawal: an event study of mortality, vaccine coverage and DALY following transitioning from Gavi support.BMJ global health · 2026Article
- Impact of oil and gas boom and busts on working-age mortality in the U.S.Environmental epidemiology (Philadelphia, Pa.) · 2025Article
- What Drives Risky Prescription Opioid Use?: Evidence from Migration.The quarterly journal of economics · 2025Article
- Sick of Robots-Heterogeneous Effects of Industrial Robots on Sickness Absence.Health economics · 2025Article
- Difference-in-Differences for Health Policy and Practice: A Review of Modern Methods.Statistics in medicine · 2025Review
- Changes in the association between county industrial composition and working-age mortality from 2000 to 2022.SSM - population health · 2025Article
- Employment industry and opioid overdose risk: A pre- and post-COVID-19 comparison in Kentucky and Massachusetts 2018-2021.Spatial and spatio-temporal epidemiology · 2025Article
- The Role of Despair in Predicting Self-Destructive Behaviors.Population research and policy review · 2025Article
- Understanding the demographics of the opioid overdose death crisis.Journal of population economics · 2025Article
- Higher unemployment benefits are associated with reduced drug overdose mortality in the United States before and during the COVID-19 pandemic.The International journal on drug policy · 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
- "Deaths of despair" over the business cycle: New estimates from a shift-share instrumental variables approach.Economics and human biology · 2024Article
- Article
- Reevaluating the "deaths of despair" narrative: Racial/ethnic heterogeneity in the trend of psychological distress-related death.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Telling the story of the opioid crisis: A narrative analysis of the TV series Dopesick.PloS one · 2024Article
- Article
- Prescription opioids and economic hardship in France.The European journal of health economics : HEPAC : health economics in prevention and care · 2023Article
14 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Erratum issued
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Fading economic opportunity has been hypothesized to be an important factor associated with the US opioid overdose crisis. Automotive assembly plant closures are culturally significant events that substantially erode local economic opportunities. Objective: To estimate the extent to which automotive assembly plant closures were associated with increasing opioid overdose mortality rates among working-age adults. Design, Setting, and Participants: A county-level difference-in-differences study was conducted among adults aged 18 to 65 years in 112 manufacturing counties located in 30 commuting zones (primarily in the US South and Midwest) with at least 1 operational automotive assembly plant as of 1999. The study analyzed county-level changes from January 1, 1999, to December 31, 2016, in age-adjusted, county-level opioid overdose mortality rates before vs after automotive assembly plant closures in manufacturing counties affected by plant closures compared with changes in manufacturing counties unaffected by plant closures. Data analyses were performed between April 1, 2018, and July 20, 2019. Exposure: Closure of automotive assembly plants in the commuting zone of residence. Main Outcomes and Measures: The primary outcome was the county-level age-adjusted opioid overdose mortality rate. Secondary outcomes included the overall drug overdose mortality rate and prescription vs illicit drug overdose mortality rates. Results: During the study period, 29 manufacturing counties in 10 commuting zones were exposed to an automotive assembly plant closure, while 83 manufacturing counties in 20 commuting zones remained unexposed. Mean (SD) baseline opioid overdose rates per 100 000 were similar in exposed (0.9 [1.4]) and unexposed (1.0 [2.1]) counties. Automotive assembly plant closures were associated with statistically significant increases in opioid overdose mortality. Five years after a plant closure, mortality rates had increased by 8.6 opioid overdose deaths per 100 000 individuals (95% CI, 2.6-14.6; P = .006) in exposed counties compared with unexposed counties, an 85% higher increase relative to the mortality rate that would have been expected had exposed counties followed the same outcome trends as unexposed counties. In analyses stratified by age, sex, and race/ethnicity, the largest increases in opioid overdose mortality were observed among non-Hispanic white men aged 18 to 34 years (20.1 deaths per 100 000; 95% CI, 8.8-31.3; P = .001) and aged 35 to 65 years (12.8 deaths per 100 000; 95% CI, 5.7-20.0; P = .001). We observed similar patterns of prescription vs illicit drug overdose mortality. Estimates for opioid overdose mortality in nonmanufacturing counties were not statistically significant. Conclusions and Relevance: From 1999 to 2016, automotive assembly plant closures were associated with increases in opioid overdose mortality. These findings highlight the potential importance of eroding economic opportunity as a factor in the US opioid overdose crisis.
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