Evidence map›Paper›PMID 38233924›Full record

ArticleHarm reduction journal2024

The impact of fentanyl on state- and county-level psychostimulant and cocaine overdose death rates by race in Ohio from 2010 to 2020: a time series and spatiotemporal analysis.

Angela T Estadt, Brian N White, JaNelle M Ricks, Kathryn E Lancaster, Staci Hepler, William C Miller, David Kline

Open access · goldAbstract read
In one paragraph

Article in Harm reduction journal, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
4.9field-weighted citation impact, top 5% of its field
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

9 citing papers in PubMed, 9 citations in OpenAlex.

  1. Article
  2. Article
  3. Review
  4. Review
  5. Article
  6. Fentanyl Research: Key to Fighting the Opioid Crisis.Journal of clinical medicine · 2025
    Article
  7. Article
  8. Widening Racial Disparities in the U.S. Overdose Epidemic.American journal of preventive medicine · 2025
    Article
  9. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 2 institutions in 1 country.

Angela T EstadtDivision of Epidemiology, College of Public Health, The Ohio State University, Columbus, USA. estadt.24@osu.edu.
Brian N WhiteDivision of Public Health Sciences, Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, USA.
JaNelle M RicksDivision of Health Behavior and Health Promotion, College of Public Health, The Ohio State University, Columbus, USA.
Kathryn E LancasterDivision of Public Health Sciences, Department of Implementation Science, Wake Forest University School of Medicine, Winston-Salem, USA.
Staci HeplerDepartment of Statistical Sciences, Wake Forest University, Winston-Salem, USA.
William C MillerDivision of Epidemiology, College of Public Health, The Ohio State University, Columbus, USA.
David KlineDivision of Public Health Sciences, Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, USA.
Wake Forest University · USThe Ohio State University · US

Funding

Spatio-temporal Methods for Surveillance of the Opioid SyndemicR01DA052214 · NIDA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI HEPLER, STACI, KLINE, DAVID M · 2021 to 2025
$3.7M
Learning from the COVID-19 pandemic to improve emergency management planning for harm reduction services in rural OhioUH3DA044822 · NIDA · OHIO STATE UNIVERSITY · PI GO, VIVIAN F., MILLER, WILLIAM C · 2019 to 2022
$2.5M
The role of injection partnerships and preferences for reducing HCV risk: Giving a voice to young women in rural Appalachia.K01DA048174 · NIDA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI LANCASTER, KATHRYN ELIZABETH · 2019 to 2023
$841k
The effect of opioids, stimulants, and the simultaneous use of both on the hepatitis C virus (HCV) cascade of care in rural communities in the United StatesF31DA054752 · NIDA · OHIO STATE UNIVERSITY · PI ESTADT, ANGELA T · 2022 to 2023
$52k
NIDA NIH HHS F31 DA054752NIDA NIH HHS F31DA054752NIDA NIH HHS K01 DA048174NIDA NIH HHS K01DA048174NIDA NIH HHS R01 DA052214NIDA NIH HHS R01DA052214NIDA NIH HHS UH3 DA044822NIDA NIH HHS UH3DA044822
6 · The paper itself

Abstract

backgroundOver the past decade in the USA, increases in overdose rates of cocaine and psychostimulants with opioids were highest among Black, compared to White, populations. Whether fentanyl has contributed to the rise in cocaine and psychostimulant overdoses in Ohio is unknown. We sought to measure the impact of fentanyl on cocaine and psychostimulant overdose death rates by race in Ohio.

methodsWe conducted time series and spatiotemporal analyses using data from the Ohio Public Health Information Warehouse. Primary outcomes were state- and county-level overdose death rates from 2010 to 2020 for Black and White populations. Measures of interest were overdoses consisting of four drug involvement classes: (1) all cocaine overdoses, (2) cocaine overdoses not involving fentanyl, (3) all psychostimulant overdoses, and (4) psychostimulant overdoses not involving fentanyl. We fit a time series model of log standardized mortality ratios (SMRs) using a Bayesian generalized linear mixed model to estimate posterior median rate ratios (RR). We conducted a spatiotemporal analysis by modeling the SMR for each drug class at the county level to characterize county-level variation over time.

resultsIn 2020, the greatest overdose rates involved cocaine among Black (24.8 deaths/100,000 people) and psychostimulants among White (10.1 deaths/100,000 people) populations. Annual mortality rate ratios were highest for psychostimulant-involved overdoses among Black (aRR = 1.71; 95% CI (1.43, 2.02)) and White (aRR = 1.60, 95% CI (1.39, 1.80)) populations. For cocaine not involving fentanyl, annual mortality rate ratios were similar among Black (aRR = 1.04; 95% CI (0.96,1.16)) and White (aRR = 1.02; 95% CI (0.87, 1.20)) populations. Within each drug category, change over time was similar for both racial groups. The spatial models highlighted county-level variation for all drug categories.

conclusionsWithout the involvement of fentanyl, cocaine overdoses remained constant while psychostimulant overdoses increased. Tailored harm reduction approaches, such as distribution of fentanyl test strips and the removal of punitive laws that influence decisions to contact emergency services, are the first steps to reduce cocaine overdose rates involving fentanyl among urban populations in Ohio. In parallel, harm reduction policies to address the increase in psychostimulant overdoses are warranted.

Indexed as

Central Nervous System StimulantsCocaineDrug OverdoseAnalgesics, OpioidBayes TheoremFentanylHumansOhioSpatio-Temporal AnalysisTime FactorsAnalgesics, OpioidCentral Nervous System StimulantsCocaineFentanylCocaineFentanylOverdosePsychostimulantsSpatiotemporalTime series

Identifiers

PMID38233924
PMCPMC10792830
OpenAlexW4390946623

What OpenQuestion 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 OpenQuestion graph.