Evidence map›Paper›PMID 39955123›Full record

ArticleSpatial and spatio-temporal epidemiology2025

Employment industry and opioid overdose risk: A pre- and post-COVID-19 comparison in Kentucky and Massachusetts 2018-2021.

Sumeeta Srinivasan, Shikhar Shrestha, Daniel R Harris, Olivia Lewis, Peter Rock, Anita Silwal, Jennifer Pustz, Sehun Oh, Gia Barboza-Salerno, Thomas J Stopka

Abstract readComparative Study
In one paragraph

Article in Spatial and spatio-temporal epidemiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Sumeeta SrinivasanDepartment of Urban and Environmental Policy and Planning, Tufts University, 503 Boston Ave, Medford MA 02155, USA. Electronic address: sumeeta.srinivasan@tufts.edu.
Shikhar ShresthaDepartment of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Ave, Boston, MA 02111, USA. Electronic address: shikhar.shrestha@tufts.edu.
Daniel R HarrisCollege of Pharmacy, University of Kentucky, 789 S Limestone, Lexington, KY 40508, USA. Electronic address: daniel.harris@uky.edu.
Olivia LewisDepartment of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Ave, Boston, MA 02111, USA. Electronic address: olivia.lewis@tufts.edu.
Peter RockSubstance Use Priority Research Area, Office of the Vice President for Research, University of Kentucky, Lexington, KY, USA. Electronic address: peter.rock@uky.edu.
Anita SilwalCommunity Health Sciences, Counseling & Counseling Psychology, Oklahoma State University, 441 Willard Hall, Stillwater, OK 74078, USA. Electronic address: anita.silwal@okstate.edu.
Jennifer PustzDepartment of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Ave, Boston, MA 02111, USA. Electronic address: jennifer.pustz@tufts.edu.
Sehun OhCollege of Social Work, Ohio State University, 1947 College Rd N, Columbus, OH 43210, USA. Electronic address: oh.570@osu.edu.
Gia Barboza-SalernoCollege of Social Work, Ohio State University, 1947 College Rd N, Columbus, OH 43210, USA. Electronic address: barboza-salerno.1@osu.edu.
Thomas J StopkaDepartment of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Ave, Boston, MA 02111, USA. Electronic address: thomas.stopka@tufts.edu.

Funding

MassHEAL - Reducing overdose deaths by 40% (2019-2023)UM1DA049412 · NIDA · BOSTON MEDICAL CENTER · PI SAMET, JEFFREY H. · 2019 to 2023
$82.9M
Kentucky CAN HEAL (Communities and Networks Helping End Addiction Long-term)UM1DA049406 · NIDA · UNIVERSITY OF KENTUCKY · PI WALSH, SHARON L. · 2019 to 2022
$81.7M
CHASE: An Innovative County-Level Public Health Response to the Opioid Epidemic in New York StateUM1DA049415 · NIDA · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI EL-BASSEL, NABILA, GILBERT, LOUISA · 2019 to 2023
$77.3M
Optimizing HEALing in Ohio Communities (OHiO)-Health Equity SupplementUM1DA049417 · NIDA · OHIO STATE UNIVERSITY · PI FREISTHLER, BRIDGET J, WINHUSEN, T JOHN · 2019 to 2023
$66.3M
HEALing Communities Study Health Equity ResearchUM1DA049394 · NIDA · RESEARCH TRIANGLE INSTITUTE · PI GLASGOW, LASHAWN, OGA, EMMANUEL AJA · 2019 to 2023
$40.6M
Training Program on HIV and Substance Use in the Criminal Justice SystemT32DA037801 · NIDA · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI Nabila El-Bassel, Lisa R Metsch · 2014 to 2026
$5.7M
NIDA NIH HHS T32 DA037801NIDA NIH HHS UM1 DA049394NIDA NIH HHS UM1 DA049406NIDA NIH HHS UM1 DA049412NIDA NIH HHS UM1 DA049415NIDA NIH HHS UM1 DA049417
6 · The paper itself

Abstract

The COVID-19 pandemic has exacerbated the risk of opioid-related harm, and previous studies suggest a connection between opioid overdose risk and industry of employment. We used descriptive and spatial-statistical tests with opioid overdose data from the vital records offices of Kentucky and Massachusetts to examine opioid overdose rates by employment industry before and after COVID-19 emergency declarations. Both states had consistently high rates of opioid-related overdose mortality for individuals employed in the construction and arts, recreation, food services, and accommodation service industries. Additionally in both states, census tracts with a high percentage of renters and non-Hispanic Black residents were more likely to be located in fatal opioid-related overdose hotspots following the initial surge of COVID-19 cases. In Kentucky, census tracts with higher percentages of employment in the transportation and other services were more likely to be located in an overdose hotspot before and after the COVID-19 emergency declaration, while in Massachusetts the same was true for census tracts with high employment in manufacturing, agriculture, forest, and fisheries, and hunting.

Indexed as

COVID-19EmploymentIndustryOpiate OverdoseAdultFemaleHumansKentuckyMaleMassachusettsMiddle AgedRisk FactorsSARS-CoV-2COVID-19Getis-Ord*HotspotsOpioid, IndustrySpatial statistics

Identifiers

PMID39955123
PMCPMC12581617

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.