ArticlePloS one2021
"Know your epidemic, know your response": Epidemiological assessment of the substance use disorder crisis in the United States.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- GLP-1 Receptor Agonists and Substance Use Disorders in Older Adults With Type 2 Diabetes: A Target Trial Emulation.Obesity (Silver Spring, Md.) · 2026Observational
- Receipt of Pharmacotherapy and Association with Healthcare Utilization Among US Adults with Alcohol or Opioid Use Disorder, 2022-2023.Journal of general internal medicine · 2026Article
- Identifying spatiotemporal patterns in opioid vulnerability: investigating the links between disability, prescription opioids and opioid-related mortality.BMC public health · 2025Article
- Spatiotemporal analysis of substance use disorder mortality in the United States: an observational study of emerging hotspots and vulnerable populations (2005-2020).Lancet regional health. Americas · 2025Article
- Nurse Practitioner Work Environment and Rural Primary Care for Substance Use.The journal for nurse practitioners : JNP · 2024Article
- The War on Drugs, Racialized Capitalism, and Health Care Utilization Among White People Who Use Drugs in 22 Rural Appalachian Counties.American journal of public health · 2024Article
- Spatiotemporal epidemiology of substance-related accidental acute toxicity deaths in Canada from 2016 to 2017.BMC public health · 2024Article
- Safety strategies and harm reduction for methamphetamine users in the era of fentanyl contamination: A qualitative analysis.The International journal on drug policy · 2024Article
- Review of Opioid Abuse-Deterrent Formulations: Impact and Barriers to Access.Journal of pain research · 2024Review
- Narrative minireview of the spatial epidemiology of substance use disorder in the United States: Who is at risk and where?World journal of clinical cases · 2023Review
- Primary care provider confidence in addressing opioid use disorder: A concept analysis.Research in nursing & health · 2023Article
- Psychological distress and the risk of drug overdose death.Journal of affective disorders · 2022Article
- Kansas Needs Psychiatric Subspecialists.Kansas journal of medicine · 2022Article
- Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The United States (U.S.) is currently experiencing a substance use disorders (SUD) crisis with an unprecedented magnitude. The objective of this study was to recognize and characterize the most vulnerable populations at high risk of SUD mortality in the U.S., and to identify the locations where these vulnerable population are located. We obtained the most recent available mortality data for the U.S. population aged 15-84 (2005-2017) from the Centers for Diseases and Prevention (CDC). Our analysis focused on the unintentional substance poisoning to estimate SUD mortality. We computed health-related comorbidities and socioeconomic association with the SUD distribution. We identified the most affected populations and conducted a geographical clustering analysis to identify places with increased concentration of SUD related deaths. From 2005-2017, 463,717 SUD-related deaths occurred in the United States. White population was identified with the highest SUD death proportions. However, there was a surge of the SUD epidemic in the Black male population, with a sharp increase in the SUD-related death rate since 2014. We also found that an additional average day of mental distress might increase the relative risk of SUD-related mortality by 39%. The geographical distribution of the epidemic showed clustering in the West and Mid-west regions of the U.S. In conclusion, we found that the SUD epidemic in the U.S. is characterized by the emergence of several micro-epidemics of different intensities across demographic groups and locations within the country. The comprehensive description of the epidemic presented in this study could assist in the design and implementation of targeted policy interventions for addiction mitigation campaigns.
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