ArticleJAMA health forum2023
Educational Attainment and US Drug Overdose Deaths.
Article in JAMA health forum, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed, 27 citations in OpenAlex.
- Association of social determinants of health with opioid misuse among individuals with common psychiatric conditions.Psychiatry research communications · 2026Article
- Landscaping the Nitazene Scaffold to Identify Novel Mu-Opioid Receptor Modulators: From Molecular Design and Chemical Synthesis to Pharmacological Profiling.Journal of medicinal chemistry · 2026Article
- Hooked before the first injection: The role of prescription opioids in early injection drug use initiation in San Francisco.Addictive behaviors reports · 2026Article
- Changing trends in drug overdose mortality in Spain, 2001-2022.Addiction (Abingdon, England) · 2026Observational
- Barriers beyond behavior: structural determinants of behavioral health treatment disparities among Hispanics in the U.S.Frontiers in public health · 2026Article
- Social determinants of health and life expectancy in US adults.Journal of translational medicine · 2025Article
- Extreme vulnerability to overdose mortality: Intersections of detailed race/ethnicity, educational attainment, age, sex, and nativity.Drug and alcohol dependence · 2025Article
- Spatial analysis of county-level determinants of overdose mortality in the United States using spatial machine learning.BMC public health · 2025Article
- Estimates of Illicit Opioid Use in the US.JAMA health forum · 2025Article
- Understanding the demographics of the opioid overdose death crisis.Journal of population economics · 2025Article
- Reward deprivation is associated with elevated alcohol demand in emerging adults.Journal of the experimental analysis of behavior · 2025Article
- The Incidence and Risk Factors of Persis tent Opioid Use After Surgery—A Retrospective Secondary Data Analysis.Deutsches Arzteblatt international · 2024Article
- Barriers and facilitators to implementing CareConnect: A telehealth, low-barrier buprenorphine bridge clinic in Philadelphia.The International journal on drug policy · 2024Article
- Prescription opioid use in Israel - the tide has risen, but it's not a tidal wave.Israel journal of health policy research · 2024Article
- Understanding and Addressing Widening Racial Inequalities in Drug Overdose.The American journal of psychiatry · 2024Review
- Substance use patterns and negative urine opioid screen among patients on methadone treatment at a referral hospital in Nairobi, Kenya.PLOS mental health · 2024Article
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Authors and funding
1 author at 1 institution in 1 country.
Funding
Abstract
Importance: Educational attainment in the US is associated with life expectancy. As the opioid crisis worsens, it is critical to understand how overdose death rate trends evolve across education groups. Objective: To investigate the association between educational attainment and overdose death rates, with emphasis on trends during the COVID-19 pandemic. Design, Setting, and Participants: This cross-sectional study used National Vital Statistics System Mortality Multiple Cause-of-Death data describing overdose death rates in the US by educational attainment from January 1, 2000, to December 31, 2021, with a focus on 2018 to 2021. Overdose deaths were aggregated by year and educational level for decedents aged 25 years or older. Exposure: Educational attainment, categorized as no high school (HS) diploma, HS diploma (or General Educational Development) but no college, some college but no bachelor's degree, and bachelor's degree or more. Main Outcomes and Measures: The main outcomes were rates of all overdose deaths, overdose deaths involving opioids, and overdose deaths involving synthetic opioids. Results: Of 912 057 overdose deaths with education information from 2000 to 2021 (mean [SD] age at death, 44.9 [12.3] years; 64.1% male), there were 625 400 deaths (68.6%) among individuals with no college education and 286 657 deaths (31.4%) among those with at least some college. The overdose death rate was 19.9 per 100 000 population. From 2018 to 2021, there were 301 557 overdose deaths, including 58 319 (19.3%) among individuals without an HS diploma, 153 603 (50.9%) among people with an HS diploma, 64 682 (21.4%) among individuals with some college, and 24 953 (8.3%) among individuals with a bachelor's degree. There were 3324 overdose deaths (1.1%) among American Indian or Alaska Native individuals, 2968 (1.0%) among Asian American or Pacific Islander individuals, 49 152 (16.3%) among Black individuals, 31 703 (10.5%) among Hispanic individuals, 211 359 (70.1%) among White individuals, and 3051 (1.0%) among multiracial individuals. From 2018 to 2021, the overdose death rate was 33.4 per 100 000 population, the opioid-related overdose death rate was 24.2 per 100 000 population, and the synthetic opioid overdose death rate was 19.1 per 100 000 population. From 2018 to 2021, the overdose death rate for those without a HS diploma increased by 35.4 per 100 000 population compared with 1.5 per 100 000 population for those with a bachelor's degree. This differential growth was primarily due to increased rates of death involving synthetic opioids. Conclusions and Relevance: In this cross-sectional study, lower educational attainment was found to be associated with higher growth in overdose deaths. As the opioid crisis has transitioned to fentanyl and polysubstance use, overdose deaths have become more prevalent in groups with lower socioeconomic status, potentially exacerbating existing life-expectancy disparities.
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