Examining the association of rurality with opioid-related morbidity and mortality in Georgia: A geospatial analysis
- PMID: 38494047
- DOI: 10.1016/j.josat.2024.209336
Examining the association of rurality with opioid-related morbidity and mortality in Georgia: A geospatial analysis
Abstract
Introduction: The US opioid epidemic continues to escalate, with overdose deaths being the most-used metric to quantify its burden. There is significant geographic variation in opioid-related outcomes. Rural areas experience unique challenges, yet many studies oversimplify rurality characterizations. Contextual factors, such as area deprivation, are also important to consider when understanding a community's need for treatment services and prevention programming. This study aims to provide a geospatial snapshot of the opioid epidemic in Georgia using several metrics of opioid-related morbidity and mortality and explore differences by rurality across counties.
Methods: This was a spatial ecologic study. Negative binominal regression was used to model the relationship of county rurality with four opioid-related outcomes - overdose mortality, emergency department visits, inpatient hospitalizations, and overdose reversals - adjusting for county-level sex, racial/ethnic, and age distributions. Area Deprivation Index was also included.
Results: There was significant geographic variation across the state for all four opioid-related outcomes. Counts remained highest among the metro areas. For rates, counties in the top quartile of rates varied by outcome and were often rural areas. In the final models, rurality designation was largely unrelated to opioid outcomes, with the exception of medium metro areas (inversely related to hospitalizations and overdose reversals) and non-core areas (inversely related to hospitalizations), as compared to large central metro areas. Higher deprivation was significantly related to increased ED visits and hospitalizations, but not overdose mortality and reversals.
Conclusions: When quantifying the burden of the opioid epidemic in a community, it is essential to consider multiple outcomes of morbidity and mortality. Understanding what outcomes are problematic for specific communities, in combination with their demographic and socioeconomic context, can provide insight into gaps in the treatment continuum and potential areas for intervention. Additionally, compared to demographic and socioeconomic factors, rurality may no longer be a salient predictor of the severity of the opioid epidemic in an area.
Keywords: Area deprivation; Geospatial analysis; Opioid mortality; Opioid overdose; Rural health disparities.
Copyright © 2024 Elsevier Inc. All rights reserved.
Conflict of interest statement
Declaration of competing interest None.
Similar articles
-
Access to methadone clinics and opioid overdose deaths in Georgia: A geospatial analysis.Drug Alcohol Depend. 2022 Sep 1;238:109565. doi: 10.1016/j.drugalcdep.2022.109565. Epub 2022 Jul 7. Drug Alcohol Depend. 2022. PMID: 35839618
-
The association between county-level safety net treatment access and opioid hospitalizations and mortality in New York.J Subst Abuse Treat. 2019 May;100:52-58. doi: 10.1016/j.jsat.2019.02.004. Epub 2019 Feb 22. J Subst Abuse Treat. 2019. PMID: 30898328
-
Rates of Receiving Medication for Opioid Use Disorder and Opioid Overdose Deaths During the Early Synthetic Opioid Crisis: A County-level Analysis.Epidemiology. 2025 Mar 1;36(2):186-195. doi: 10.1097/EDE.0000000000001816. Epub 2023 Nov 22. Epidemiology. 2025. PMID: 39774411
-
Geographic information science and the United States opioid overdose crisis: A scoping review of methods, scales, and application areas.Soc Sci Med. 2023 Jan;317:115525. doi: 10.1016/j.socscimed.2022.115525. Epub 2022 Nov 25. Soc Sci Med. 2023. PMID: 36493502
-
Socioeconomic Deprivation and Opioid Consumption: An Analysis Across England.Int J Environ Res Public Health. 2025 May 9;22(5):750. doi: 10.3390/ijerph22050750. Int J Environ Res Public Health. 2025. PMID: 40427864 Free PMC article. Review.
Cited by
-
Spatiotemporal Analysis of Fentanyl-Associated Overdose Deaths in Chicago, IL, USA.J Urban Health. 2025 Jun;102(3):627-639. doi: 10.1007/s11524-025-00986-9. Epub 2025 Jun 5. J Urban Health. 2025. PMID: 40474045 Free PMC article.
References
MeSH terms
LinkOut - more resources
Full Text Sources
Medical