TY - JOUR
T1 - Employment industry and opioid overdose risk
T2 - A pre- and post-COVID-19 comparison in Kentucky and Massachusetts 2018–2021
AU - Srinivasan, Sumeeta
AU - Shrestha, Shikhar
AU - Harris, Daniel R.
AU - Lewis, Olivia
AU - Rock, Peter
AU - Silwal, Anita
AU - Pustz, Jennifer
AU - Oh, Sehun
AU - Barboza-Salerno, Gia
AU - Stopka, Thomas J.
N1 - Publisher Copyright:
© 2024
PY - 2025/2
Y1 - 2025/2
N2 - 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.
AB - 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.
KW - COVID-19
KW - Getis-Ord
KW - Hotspots
KW - Opioid, Industry
KW - Spatial statistics
UR - http://www.scopus.com/inward/record.url?scp=85210534688&partnerID=8YFLogxK
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U2 - 10.1016/j.sste.2024.100701
DO - 10.1016/j.sste.2024.100701
M3 - Article
C2 - 39955123
AN - SCOPUS:85210534688
SN - 1877-5845
VL - 52
JO - Spatial and Spatio-temporal Epidemiology
JF - Spatial and Spatio-temporal Epidemiology
M1 - 100701
ER -