Examining the spatial risk environment tied to the opioid crisis through a unique public health, EMS, and academic research collaborative: Lowell, Massachusetts, 2008-2018
- PMID: 34976650
- PMCID: PMC8683861
- DOI: 10.1016/j.pmedr.2021.101591
Examining the spatial risk environment tied to the opioid crisis through a unique public health, EMS, and academic research collaborative: Lowell, Massachusetts, 2008-2018
Abstract
Between 2015 and 2018, Lowell Massachusetts experienced outbreaks in opioid overdoses, HIV, and hepatitis C virus infections (HCV) among people who inject drugs. Through an innovative collaboration between emergency medical services (EMS), public health, and academic partners, we assessed the geographic distribution of opioid-related risks to inform intervention efforts. We analyzed data from three unique data sources for publicly discarded syringes, opioid-related incidents (ORIs), and fatal opioid overdoses in Lowell between 2008 and 2018. We assessed the risk environment over time using a geographic information system to identify and characterize hotspots and noted parallel trends within the syringe discard and ORI data. We identified two notable increases in ORIs per day: the first occurring between 2008 and 2010 (from 0.3 to 0.5), and the second between 2011 and 2014 (from 0.9 to 1.3), following the introduction of fentanyl within local drug markets. We also identified seasonal patterns in the syringe discard, ORI, and overdose data. Through our spatial analyses, we identified significant clusters of discarded syringes, ORIs, and fatal overdoses (p < 0.05), and neighborhoods where high densities of these outcomes overlapped. We found that areas with the highest densities shifted over time, expanding beyond the epicenter of the Downtown neighborhood. Data sharing and analyses among EMS, public health, and academic partners can foster better assessments of local risk environments. Our work, along with new public health efforts in Lowell, led to a city-funded position to improve pick-up and proper disposal of publicly discarded syringes, and better targeted harm reduction services.
Keywords: Lowell; Massachusetts; Opioids; Overdose; Syringe discard.
© 2021 The Authors.
Conflict of interest statement
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Figures





Similar articles
-
Assessing Spatial and Temporal Variation in Opioid-Related Incidents and Risk Factors in Lowell, Massachusetts, from 2011 to 2022: A Bayesian Spatial-Temporal Approach.Subst Use Addctn J. 2025 Jul;46(3):675-685. doi: 10.1177/29767342251323065. Epub 2025 Apr 2. Subst Use Addctn J. 2025. PMID: 40176443
-
Nonprescription naloxone and syringe sales in the midst of opioid overdose and hepatitis C virus epidemics: Massachusetts, 2015.J Am Pharm Assoc (2003). 2017 Mar-Apr;57(2S):S34-S44. doi: 10.1016/j.japh.2016.12.077. Epub 2017 Feb 8. J Am Pharm Assoc (2003). 2017. PMID: 28189540 Free PMC article.
-
"You can see those concentric rings going out": Emergency personnel's experiences treating overdose and perspectives on policy-level responses to the opioid crisis in New Hampshire.Drug Alcohol Depend. 2019 Nov 1;204:107555. doi: 10.1016/j.drugalcdep.2019.107555. Epub 2019 Sep 13. Drug Alcohol Depend. 2019. PMID: 31542630 Free PMC article.
-
Geospatial Clustering of Opioid-Related Emergency Medical Services Runs for Public Deployment of Naloxone.West J Emerg Med. 2018 Jul;19(4):641-648. doi: 10.5811/westjem.2018.4.37054. Epub 2018 May 15. West J Emerg Med. 2018. PMID: 30013698 Free PMC article.
-
Hostility, compassion and role reversal in West Virginia's long opioid overdose emergency.Harm Reduct J. 2020 Oct 12;17(1):74. doi: 10.1186/s12954-020-00416-w. Harm Reduct J. 2020. PMID: 33046092 Free PMC article.
Cited by
-
Risk factors for pediatric intoxications in the prehospital setting. A geospatial survey.Front Public Health. 2024 Jan 25;12:1296250. doi: 10.3389/fpubh.2024.1296250. eCollection 2024. Front Public Health. 2024. PMID: 38333741 Free PMC article.
-
Methods for jurisdictional vulnerability assessment of opioid-related outcomes.Prev Med. 2023 May;170:107490. doi: 10.1016/j.ypmed.2023.107490. Epub 2023 Mar 22. Prev Med. 2023. PMID: 36963467 Free PMC article.
-
Neonatal abstinence syndrome hospitalizations in Canada: a descriptive study.Can J Public Health. 2023 Apr;114(2):277-286. doi: 10.17269/s41997-022-00726-5. Epub 2022 Dec 8. Can J Public Health. 2023. PMID: 36482143 Free PMC article.
-
Correction: Rapid Assessment Amid an Injection Drug Use-Driven HIV Outbreak in Massachusetts' Merrimack Valley: Highlights from a Case Study.AIDS Behav. 2025 Feb;29(2):584-588. doi: 10.1007/s10461-024-04567-w. AIDS Behav. 2025. PMID: 39676088 Free PMC article. No abstract available.
-
Rapid Assessment Amid an Injection Drug Use-Driven HIV Outbreak in Massachusetts' Merrimack Valley: Highlights from a Case Study.AIDS Behav. 2025 Feb;29(2):562-583. doi: 10.1007/s10461-024-04540-7. Epub 2024 Nov 8. AIDS Behav. 2025. PMID: 39511061 Free PMC article.
References
-
- 2019 Massachusetts HIV/AIDS Epidemiologic Profile, Statewide Report (2020).
-
- An Assessment of Fatal and Non-Fatal Opioid Overdoses in Massachusetts (2011–2015). http://www.mass.gov/eohhs/docs/dph/stop-addiction/legislative-report-cha... (2017).
-
- ArcGIS-Pro. How Kernel Density Works. 2020. Esri, Redlands, CA. Accessed February 14, 2020. https://pro.arcgis.com/en/pro-app/tool-reference/spatial-analyst/how-ker....
-
- ArcGIS-Pro. How Optimized Hot Spot Analysis Works. 2020. Esri, Redlands CA. Accessed February 14, 2020. https://pro.arcgis.com/en/pro-app/tool-reference/spatial-statistics/how-....
LinkOut - more resources
Full Text Sources