Evidence map›Paper›PMID 40474045›Full record

ArticleJournal of urban health : bulletin of the New York Academy of Medicine2025

Spatiotemporal Analysis of Fentanyl-Associated Overdose Deaths in Chicago, IL, USA.

Hyojung Kang, Kaylee Janakos, Csaba Varga

Erratum issuedAbstract read
In one paragraph

Article in Journal of urban health : bulletin of the New York Academy of Medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

Hyojung KangDepartment of Health and Kinesiology, University of Illinois Urbana-Champaign, Urbana, IL, 61802, USA.
Kaylee JanakosInformation Science, University of Illinois Urbana-Champaign, Urbana, IL, 61802, USA.
Csaba VargaDepartment of Pathobiology, University of Illinois Urbana-Champaign, Urbana, IL, 61802, USA. cvarga@illinois.edu.ORCID http://orcid.org/0000-0003-2751-3677

Funding

National Science Foundation 2240359
6 · The paper itself

Abstract

Overdose deaths involving fentanyl represent a major public health crisis in the USA. This study investigates the spatiotemporal dynamics of fentanyl-involved deaths before, during, and after the COVID-19 pandemic and examines how sociodemographic factors influence these deaths across geographic regions. Using a retrospective ecological approach, we analyzed data on ZIP code-level fentanyl-related deaths in Cook County, IL, between 2018 and 2023, obtained from the Medical Examiner's Office and linked with sociodemographic data from the American Community Survey. We first mapped area-level death rates to assess their distribution and then conducted global and local clustering analyses to identify spatial autocorrelations and the locations of high- or low-death-rate areas. A geographically weighted Poisson regression (GWPR) model evaluated the associations between area-level fentanyl-related death rates and the area-level proportion of young adults, males, and individuals with at least a college degree, disability rate, and poverty rate. Spatial analyses found stronger spatial autocorrelations during (2020-2021) and after (2022-2023) the pandemic. Initially, high death rates were concentrated in the downtown area of Chicago, and they expanded to the surrounding areas during and after the pandemic. The GWPR model revealed that an increase in the area-level proportions of poverty, disability, and young adult residents increased the fentanyl-related death rates in most of the areas. Our findings highlight the urgent need to address the evolving dynamics of fentanyl-related overdoses through tailored public health interventions that account for the unique socioeconomic determinants of different regions. Importantly, a comprehensive approach to addressing differences in overdose death rates and their risk factors will be crucial to mitigating this public health crisis.

Indexed as

Analgesics, OpioidCOVID-19Drug OverdoseFentanylAdolescentAdultChicagoFemaleHumansMaleMiddle AgedRetrospective StudiesSociodemographic FactorsSocioeconomic FactorsSpatio-Temporal AnalysisYoung AdultAnalgesics, OpioidFentanylChicagoCOVID-19FentanylOverdose deathsSpatiotemporal analysis

Identifiers

PMID40474045
PMCPMC12279617

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.