ArticleDrug and alcohol dependence2023
Applied risk mapping and spatial analysis of address-level decedent data to inform opioid overdose interventions: The Massachusetts HEALing Communities Study.
Article in Drug and alcohol dependence, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07528846 (Justice Community Overdose Innovation Network II TCU Hub), which is not on this map. Cited by 5 papers.
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.
Justice Community Overdose Innovation Network II TCU Hub: TCU Building Resilient Initiatives for Deflection Through Greater Engagement Project (TCU BRIDGE to Deflection Project)
Who cites it
5 citing papers in PubMed.
- Notes from the Field: Drug Overdose Deaths in Hotels and Motels - United States, 2022-2024.MMWR. Morbidity and mortality weekly report · 2026Article
- "When" matters: Differences in fatal opioid-related overdose events in Massachusetts by time of day, 2019-2023.Drug and alcohol dependence · 2026Article
- Solving the "last mile" problem in overdose prevention: Lessons from the HEALing Communities Study.Drug and alcohol dependence · 2024Article
- Benefits and challenges of geographic information systems (GIS) for data-driven outreach in black communities experiencing overdose disparities: results of a stakeholder focus group.BMC public health · 2024Article
- Characterizing opioid overdose hotspots for place-based overdose prevention and treatment interventions: A geo-spatial analysis of Rhode Island, USA.The International journal on drug policy · 2024Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
backgroundDeath certificate data provide powerful and sobering records of the opioid overdose crisis. In Massachusetts, where address-level decedent data are publicly available upon request, mapping and spatial analysis of fatal overdoses can provide valuable insights to inform prevention interventions. We describe how we used this approach to support a community-level intervention to reduce opioid-involved overdose mortality.
methodsWe developed a method to clean and geocode decedent data that substituted injury locations (the likely location of fatal overdoses) for deaths recorded in hospitals. After geomasking for greater privacy protection, we created maps to visualize the spatial distribution of decedent residence addresses, alone and juxtaposed with drive and walk-time distances to opioid treatment programs (OTPs), and place of death by overdose address. We used spatial statistical analyses to identify locations with significant clusters of overdoses.
resultsIn the 8 intervention communities, 785 individuals died from opioid-involved overdoses between 2017 and 2020. We found that 19.7% of fatal overdoses were recorded in hospitals, 50.2% occurred at the decedent's residence, and 30.1% at another location. We identified overdose hotspots in study communities. By juxtaposing decedent residence data with drive- and walk-time analyses, we highlighted actionable spatial gaps in access to OTP treatment.
conclusionTo better understand local fatal opioid overdose risk environments and inform the development of community-level prevention interventions, we used publicly available address-level decedent data to conduct nuanced spatial analyses. Our approach can be replicated in other jurisdictions to inform overdose prevention responses.
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