ReviewCurrent epidemiology reports2019
Methodological Complexities in Quantifying Rates of Fatal Opioid-Related Overdose.
Review in Current epidemiology reports, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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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
29 citing papers in PubMed.
- Death-certificate-recorded autopsy utilization in U.S. intoxication deaths, 2003-2023: National trends, benchmark comparison, and state heterogeneity.Journal of forensic sciences · 2026Article
- Commentary on Friedman et al.: Inequitable improvements and data gaps-A call for better drug surveillance data.Addiction (Abingdon, England) · 2026Article
- Work Disability and Fatal Opioid Overdose Risk in the United States: A Cohort Study.Journal of general internal medicine · 2025Article
- Examining trends in polydrug overdose deaths across rural Midwest counties in the United States, 2022 through 2024.Drug and alcohol dependence · 2025Article
- Another carfentanil fatal outbreak in Florida?Drug and alcohol dependence · 2025Article
- Emergency medical system response, emergency department visits, and hospital admissions in response to non-fatal opioid overdoses reported by a cohort of overdose survivors in San Francisco and Boston, 2019 - 2022.Drug and alcohol dependence reports · 2025Article
- Methadone-involved overdose deaths in urban and rural communities before and after the public health emergency flexibilities for methadone take-home doses.Drug and alcohol dependence reports · 2025Article
- Misclassification of opioid-involvement in drug-related overdose deaths in the United States: A scoping review.Annals of epidemiology · 2025Article
- Prescription opioid use in Israel - the tide has risen, but it's not a tidal wave.Israel journal of health policy research · 2024Article
- Psychiatric Epidemiology During the COVID-19 Pandemic.Current epidemiology reports · 2024Article
- Racial, Ethnic, and Sex Differences in Methadone-Involved Overdose Deaths Before and After the US Federal Policy Change Expanding Take-home Methadone Doses.JAMA health forum · 2023Article
- Receipt of Prescription Psychostimulants and Stimulant-Involved Fatal Overdose: A Population-Based Case-Control Study.Substance use & misuse · 2023Article
- Assessing the effectiveness of problem-solving courts on the reduction of overdose deaths in the United States: A difference-in-difference study.Drug and alcohol dependence reports · 2022Article
- When Effects Cannot be Estimated: Redefining Estimands to Understand the Effects of Naloxone Access Laws.Epidemiology (Cambridge, Mass.) · 2022Article
- Predicting accidental drug overdose as the cause of fatality in near real-time using the Suspected Potential Overdose Tracker (SPOT): public health implications.BMC public health · 2022Article
- Preventing Overdose Using Information and Data from the Environment (PROVIDENT): protocol for a randomized, population-based, community intervention trial.Addiction (Abingdon, England) · 2022Article
- Fentanyl, Heroin, and Cocaine Overdose Fatalities are Shifting to the Black Community: An Analysis of the State of Connecticut.Journal of racial and ethnic health disparities · 2022Article
- Urban scaling of opioid overdose deaths in the USA: a cross-sectional study in three periods between 2005 and 2017.BMJ open · 2022Article
- Suicide and drug toxicity mortality in the first year of the COVID-19 pandemic: use of medical examiner data for public health in Nova Scotia.Health promotion and chronic disease prevention in Canada : research, policy and practice · 2022Article
- Ethical by Design: Engaging the Community to Co-design a Digital Health Ecosystem to Improve Overdose Prevention Efforts Among Highly Vulnerable People Who Use Drugs.Frontiers in digital health · 2022Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purpose of reviewEffective responses to the US opioid overdose epidemic rely on accurate and timely drug overdose mortality data, which are generated from medicolegal death investigations (MDI) and certifications of overdose deaths. We identify nuances of MDI and certification of overdose deaths that can influence drug overdose mortality surveillance, as well as recent research, recommendations, and epidemiological tools for improved identification and quantification of specific drug involvement in overdose mortality. RECENT
findingsDeath certificates are the foundation of drug overdose mortality surveillance. Accordingly, counts and rates of specific drug involvement in overdose deaths are only as accurate as the drug listed on death certificates. Variation in systematic approaches or jurisdictional office policy in drug overdose death certification can lead to bias in mortality rate calculations. Recent research has examined statistical adjustments to improve underreported opioid involvement in overdose deaths. New cause-of-death natural language text analysis tools improve quantification of specific opioid overdose mortality rates. Enhanced opioid overdose surveillance, which combines death certificate data with other MDI-generated data, has the potential to improve understanding of factors and circumstances of opioid overdose mortality. SUMMARY: The opioid overdose crisis has brought into focus some of the limitations of US MDI systems for drug overdose surveillance and has given rise to a sense of urgency regarding the pressing need for improvements in our MDI data for public health action and research. Epidemiologists can stimulate positive changes in MDI data quality by demonstrating the critical role of data in guiding public health and safety decisions and addressing the challenges of accurate and timely overdose mortality measures with stakeholders. Education, training, and resources specific to drug overdose surveillance and analysis will be essential as the nation's overdose crisis continues to evolve.
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