SynthesisSocial psychiatry and psychiatric epidemiology2024
Social and economic determinants of drug overdose deaths: a systematic review of spatial relationships.
Synthesis in Social psychiatry and psychiatric epidemiology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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.
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.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Association between state cannabis laws and opioid outcomes: A systematic review.Drug and alcohol dependence · 2026Pooled it
- Medical Toxicology is the Overdose Specialty: Implications for the Dimensions and Continuum of Overdose Care.Journal of medical toxicology : official journal of the American College of Medical Toxicology · 2026Article
- Pharmacotherapy and overdose risk following new opioid use disorder diagnosis among Medicaid beneficiaries.The American journal of drug and alcohol abuse · 2026Article
- A chain of survival for drug overdose.Resuscitation plus · 2025Article
- Drug overdose deaths in Kentucky, 2019-2024: are we back to Pre-COVID-19 levels?Injury epidemiology · 2025Article
- Employment quality and suicide, drug poisoning, and alcohol-attributable mortality.American journal of epidemiology · 2025Article
- The Contribution of Social and Structural Determinants of Health Deficits to Mental and Behavioral Health Among a Diverse Group of Young People.International journal of environmental research and public health · 2025Article
- Overdose as a complex contagion: modelling the community spread of overdose events following law enforcement efforts to disrupt the drug market.Journal of epidemiology and community health · 2025Article
- Drug Overdose Deaths Among Medicaid Beneficiaries.JAMA health forum · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
purposeTo synthesize the available evidence on the extent to which area-level socioeconomic conditions are associated with drug overdose deaths in the United States.
methodsWe performed a systematic review (in MEDLINE, EMBASE, PsychINFO, Web of Science, EconLit) for papers published prior to July 2022. Eligible studies quantitatively estimated the association between an area-level measure of socioeconomic conditions and drug overdose deaths in the US, and were published in English. We assessed study quality using the Effective Public Health Practice Project Quality Assessment Tool. The protocol was preregistered at Prospero (CRD42019121317).
resultsWe identified 28 studies that estimated area-level effects of socioeconomic conditions on drug overdose deaths in the US. Studies were scored as having moderate to serious risk of bias attributed to both confounding and in analysis. Socioeconomic conditions and drug overdose death rates were moderately associated, and this was a consistent finding across a large number of measures and differences in study designs (e.g., cross-sectional versus longitudinal), years of data analyzed, and primary unit of analysis (e.g., ZIP code, county, state).
conclusionsThis review highlights the evidence for area-level socioeconomic conditions are an important factor underlying the geospatial distribution of drug overdose deaths in the US and the need to understand the mechanisms underlying these associations to inform future policy recommendations. The current evidence base suggests that, at least in the United States, employment, income, and poverty interventions may be effective targets for preventing drug overdose mortality rates.
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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.