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Srinivasan S, Shrestha S, Harris DR, Lewis O, Rock P, Silwal A, Pustz J, Oh S, Barboza-Salerno G, Stopka TJ. Employment industry and opioid overdose risk: A pre- and post-COVID-19 comparison in Kentucky and Massachusetts 2018-2021. Spat Spatiotemporal Epidemiol 2025; 52:100701. [PMID: 39955123 DOI: 10.1016/j.sste.2024.100701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 11/08/2024] [Accepted: 11/20/2024] [Indexed: 02/17/2025]
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.
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Affiliation(s)
- Sumeeta Srinivasan
- Department of Urban and Environmental Policy and Planning, Tufts University, 503 Boston Ave, Medford MA 02155, USA.
| | - Shikhar Shrestha
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Ave, Boston, MA 02111, USA.
| | - Daniel R Harris
- College of Pharmacy, University of Kentucky, 789 S Limestone, Lexington, KY 40508, USA.
| | - Olivia Lewis
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Ave, Boston, MA 02111, USA.
| | - Peter Rock
- Substance Use Priority Research Area, Office of the Vice President for Research, University of Kentucky, Lexington, KY, USA.
| | - Anita Silwal
- Community Health Sciences, Counseling & Counseling Psychology, Oklahoma State University, 441 Willard Hall, Stillwater, OK 74078, USA.
| | - Jennifer Pustz
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Ave, Boston, MA 02111, USA.
| | - Sehun Oh
- College of Social Work, Ohio State University, 1947 College Rd N, Columbus, OH 43210, USA.
| | - Gia Barboza-Salerno
- College of Social Work, Ohio State University, 1947 College Rd N, Columbus, OH 43210, USA.
| | - Thomas J Stopka
- Department of Public Health and Community Medicine, Tufts University School of Medicine, 136 Harrison Ave, Boston, MA 02111, USA.
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Amin-Esmaeili M, Susukida R, Byregowda H, Zhou ZE, Mitchell CS, Johnson RM. Maryland opioid overdose deaths from 2018 to 2022: occupational patterns and their sociodemographic variations. Occup Environ Med 2024; 81:462-470. [PMID: 39327044 DOI: 10.1136/oemed-2024-109536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 09/04/2024] [Indexed: 09/28/2024]
Abstract
INTRODUCTION We aimed to describe the occupational pattern of opioid overdose deaths in Maryland between 2018 and 2022 and determine the occupations at higher risk of opioid overdose death. METHODS The sample included undetermined or unintentional opioid overdose deaths among those aged 16 years or older in Maryland, drawn from the State Unintentional Drug Overdose Reporting System. We calculated population-based incidence overdose rates by occupation, stratified by sex and race. We further calculated the incidence rate ratios (IRRs) comparing each occupation with all other groups combined and estimated the IRRs among males versus females and non-Hispanic whites versus other racial/ethnic groups. RESULTS The pooled sample included 11 455 opioid overdose decedents (72% male and 55% non-Hispanic whites) of whom 80% were employed. The three occupation groups with the highest incidence rates were 'construction and extraction', 'transportation and material moving' and 'installation/maintenance and repair' with 291, 137 and 133 deaths per 100 000 workers in these respective occupational groups. Incidence rates were significantly higher in males than females in all categories except those 'Not in Labour Force' (IRR=0.51, p<0.001). Non-Hispanic whites relative to other racial/ethnic groups had a lower incidence of opioid overdose death in 'Military-Specific' occupations (IRR=0.53, p=0.031). CONCLUSION Opioid overdose deaths vary by type of occupation and certain occupations are at higher risk of overdose death. The findings highlight the need for priority setting in the implementation and expansion of existing strategies to target the workers most impacted by opioid overdose.
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Affiliation(s)
- Masoumeh Amin-Esmaeili
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Ryoko Susukida
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Himani Byregowda
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Zhiqing E Zhou
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Clifford S Mitchell
- Environmental Health Bureau, Maryland Department of Health, Baltimore, Maryland, USA
| | - Renee M Johnson
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
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Oh S, Cano M, Kim Y. County-level industrial composition of the labor force and drug overdose mortality rates in the United States in 2018-2021. Am J Ind Med 2024; 67:636-645. [PMID: 38770905 PMCID: PMC11168858 DOI: 10.1002/ajim.23612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 04/25/2024] [Accepted: 05/04/2024] [Indexed: 05/22/2024]
Abstract
BACKGROUND Drug mortality risks vary among industries, creating distinctive geographic patterns across US counties. However, less is known about how local labor market structure relates to drug overdose mortality amid the synthetic opioid era in the United States. This study investigates the relationship between industry-specific job composition and drug overdose mortality at the county level while exploring how fentanyl's presence in illicit drug supplies may moderate the relationship. METHODS Data were derived from the National Center for Health Statistics' Multiple Cause of Death files for the rates of drug overdose mortality of any intent, linked with four other sources on industry-specific job shares, drug supply, and county-level sociodemographic characteristics and opioid prescribing rates from the US Census Bureau, the CDC, and the Drug Enforcement Administration. Negative binomial regression models were employed to examine associations between county industry-specific job composition and drug overdose mortality, with tests for moderating effects of state-level fentanyl seizure rates. RESULTS Our models indicate negative associations between job shares of manufacturing, retail trade, and educational services industries and drug overdose mortality. Positive associations were found for arts/entertainment/recreation and public administration. State-level fentanyl seizure rates had moderating effects on administrative/support/waste management/remediation (A/S/WM/R) and educational services. CONCLUSION Counties with a higher concentration of arts/entertainment/recreation and public administration jobs need targeted efforts to mitigate drug-related overdose risks. Additionally, areas with higher concentrations of A/S/WM/R service jobs, particularly where fentanyl seizure rates are higher, may require proactive harm reduction strategies for reducing overdose risks.
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Affiliation(s)
- Sehun Oh
- College of Social Work, The Ohio State University, Columbus, OH, United States
| | - Manuel Cano
- School of Social Work, Arizona State University, Phoenix, AZ, United States
| | - Yeonwoo Kim
- Department of Kinesiology, The University of Texas at Arlington, Arlington, TX, United States
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Hawkins D, Patel J. Suicide mortality according to occupation and method of suicide, Massachusetts, 2010-2019. Am J Ind Med 2024; 67:624-635. [PMID: 38722102 DOI: 10.1002/ajim.23593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 03/30/2024] [Accepted: 04/26/2024] [Indexed: 06/14/2024]
Abstract
BACKGROUND Suicide rates in the United States have been increasing. Work-related factors may contribute to risk for suicide. These work-related factors may be reflected in a varied risk for different suicide methods between occupations. This study sought to assess occupational differences in suicide rates according to the method used. METHODS Death certificate data about suicide deaths in Massachusetts between 2010 and 2019 were used to calculate mortality rates and rate ratios with univariable and multivariable models controlling for age, sex, race ethnicity, and educational attainment for suicides overall, and for three specific methods of suicide (hanging/strangulation/suffocation, firearms, and poisoning) by occupation. RESULTS In multivariate models, the risk for suicide was significantly elevated for workers in arts, design, entertainment, sports, and media (relative risk [RR] = 1.84, 95% confidence interval [CI] = 1.53, 2.22); construction trades (RR = 1.68, 95% CI = 1.53, 1.84); protective services (RR = 1.49, 95% CI = 1.26, 1.77); and healthcare support occupations (RR = 1.55, 95% CI = 1.25, 1.93). Occupational risk for suicide differed across different methods. For hanging/strangulation/suffocation, workers in arts, design, entertainment, sports, and media occupations had the highest RR (2.09, 95% CI = 1.61, 2.71). For firearms, workers in protective service occupations had the highest RR (4.20, 95% CI = 3.30, 5.34). For poisoning, workers in life, physical, and social science occupations had the highest RR (2.32, 95% CI = 1.49, 3.60). CONCLUSIONS These findings are useful for identifying vulnerable working populations for suicide. Additionally, some of the occupational differences in the risk for suicide and for specific methods of suicide may be due to workplace factors. Further research is needed to understand these workplace factors so that interventions can be designed for prevention.
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Affiliation(s)
- Devan Hawkins
- Public Health Program, School of Arts and Sciences, Massachusetts College of Pharmacy and Health Sciences, Boston, Massachusetts, USA
| | - Jagvi Patel
- School of Arts and Sciences, Massachusetts College of Pharmacy and Health Sciences , Boston, Massachusetts, USA
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Bellantoni JM, Bulzacchelli MT, Orchard D, Sulman HB, Bartlett JJ, Dzugan J. Naloxone training and availability in the US commercial fishing industry. Am J Ind Med 2023; 66:687-691. [PMID: 37249103 DOI: 10.1002/ajim.23491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 05/11/2023] [Accepted: 05/12/2023] [Indexed: 05/31/2023]
Abstract
INTRODUCTION Workers in physically demanding jobs with high injury rates, long hours, productivity pressures, and lack of job security, such as commercial fishing, are at higher risk for substance use and misuse. In the United States, the federal government is urging employers to consider having naloxone available to reverse the effects of an opioid overdose, especially in workplaces. This study examined naloxone training, naloxone availability, and level of concern over substance use in commercial fishing. METHODS As part of a larger study of commercial fishing vessel captains, we asked participants how worried they are about various potential problems, including substance use by crew members, using a five-point scale. We also asked whether they had completed naloxone training and whether their vessel was equipped with naloxone. RESULTS Of the 61 vessel captains who participated, 10 had naloxone training. Most were "not at all worried" about a crew member misusing alcohol (n = 52; 85.2%), a crew member using marijuana (n = 50; 82.0%), a crew member using other drugs (n = 49; 80.3%), or a crew member having a drug overdose (n = 52; 86.7%). Only five fishing vessels were equipped with naloxone. CONCLUSION Our results indicate that few fishing vessels are equipped with naloxone or have captains trained in its use. Fishing captains tend not to be worried about substance use in their crew. Given the higher rate of overdose deaths in the fishing industry compared to other industries, having more vessels equipped with naloxone and captains trained to administer it could save lives.
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Affiliation(s)
- Jenna M Bellantoni
- Krieger School of Arts & Sciences, Johns Hopkins University, Baltimore, Maryland, USA
| | - Maria T Bulzacchelli
- Krieger School of Arts & Sciences, Johns Hopkins University, Baltimore, Maryland, USA
| | - Dan Orchard
- Fishing Partnership Support Services, New Bedford, Massachusetts, USA
| | | | - J J Bartlett
- Fishing Partnership Support Services, New Bedford, Massachusetts, USA
| | - Jerry Dzugan
- Alaska Marine Safety Education Association, Sitka, Alaska, USA
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Beseran E, Pericàs JM, Cash-Gibson L, Ventura-Cots M, Porter KMP, Benach J. Deaths of Despair: A Scoping Review on the Social Determinants of Drug Overdose, Alcohol-Related Liver Disease and Suicide. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12395. [PMID: 36231697 PMCID: PMC9566538 DOI: 10.3390/ijerph191912395] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 09/22/2022] [Accepted: 09/26/2022] [Indexed: 05/31/2023]
Abstract
BACKGROUND There is a lack of consensus on the social determinants of Deaths of Despair (DoD), i.e., an increase in mortality attributed to drug overdose, alcohol-related liver disease, and suicide in the United States (USA) during recent years. The objective of this study was to review the scientific literature on DoD with the purpose of identifying relevant social determinants and inequalities related to these mortality trends. METHODS Scoping review focusing on the period 2015-2022 based on PubMed search. Articles were selected according to the following inclusion criteria: published between 1 January 2000 and 31 October 2021; including empirical data; analyzed DoD including the three causes defined by Case and Deaton; analyzed at least one social determinant; written in English; and studied DoD in the USA context only. Studies were excluded if they only analyzed adolescent populations. We synthesized our findings in a narrative report specifically addressing DoD by economic conditions, occupational hazards, educational level, geographical setting, and race/ethnicity. RESULTS Seventeen studies were included. Overall, findings identify a progressive increase in deaths attributable to suicide, drug overdose, and alcohol-related liver disease in the USA in the last two decades. The literature concerning DoD and social determinants is relatively scarce and some determinants have been barely studied. However different, however, large inequalities have been identified in the manner in which the causes of death embedded in the concept of DoD affect different subpopulations, particularly African American, and Hispanic populations, but blue collar-whites are also significantly impacted. Low socioeconomic position and education levels and working in jobs with high insecurity, unemployment, and living in rural areas were identified as the most relevant social determinants of DoD. CONCLUSIONS There is a need for further research on the structural and intermediate social determinants of DoD and social mechanisms. Intersectional and systemic approaches are needed to better understand and tackle DoD and related inequalities.
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Affiliation(s)
- Elisabet Beseran
- Research Group on Health Inequalities, Environment, and Employment Conditions, Pompeu Fabra University, 08002 Barcelona, Spain
| | - Juan M. Pericàs
- Research Group on Health Inequalities, Environment, and Employment Conditions, Pompeu Fabra University, 08002 Barcelona, Spain
- Liver Unit, Internal Medicine Department, Vall d’Hebron University Hospital, Vall d’Hebron Institute for Research, CIBERehd, 08036 Barcelona, Spain
- Johns Hopkins University—Pompeu Fabra University Public Policy Center (UPF-BSM), 08002 Barcelona, Spain
| | - Lucinda Cash-Gibson
- Research Group on Health Inequalities, Environment, and Employment Conditions, Pompeu Fabra University, 08002 Barcelona, Spain
- Johns Hopkins University—Pompeu Fabra University Public Policy Center (UPF-BSM), 08002 Barcelona, Spain
- UPF Barcelona School of Management, Pompeu Fabra University, 08008 Barcelona, Spain
| | - Meritxell Ventura-Cots
- Liver Unit, Internal Medicine Department, Vall d’Hebron University Hospital, Vall d’Hebron Institute for Research, CIBERehd, 08036 Barcelona, Spain
| | - Keshia M. Pollack Porter
- Johns Hopkins University—Pompeu Fabra University Public Policy Center (UPF-BSM), 08002 Barcelona, Spain
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON M5T 1P8, Canada
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Joan Benach
- Research Group on Health Inequalities, Environment, and Employment Conditions, Pompeu Fabra University, 08002 Barcelona, Spain
- Johns Hopkins University—Pompeu Fabra University Public Policy Center (UPF-BSM), 08002 Barcelona, Spain
- Ecological Humanities Research Group (GHECO), Universidad Autónoma de Madrid, 28049 Madrid, Spain
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Hawkins D, Phan AT. Changes in drug poisoning mortality before and after the COVID-19 pandemic by occupation in Massachusetts. Am J Ind Med 2022; 65:556-566. [PMID: 35575411 PMCID: PMC9348253 DOI: 10.1002/ajim.23369] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Revised: 04/29/2022] [Accepted: 04/30/2022] [Indexed: 02/06/2023]
Abstract
BACKGROUND Incidence of drug poisoning deaths has increased during the coronavirus disease 2019 (COVID-19) pandemic. Previous research has established that risks differ for drug poisoning death according to occupation, and that workers also have a different risk for exposure to and death from COVID-19. This study sought to determine whether workers in certain occupations had drug poisoning mortality rates that increased in 2020 (the first year of the COVID-19 pandemic) compared to the average mortality rate for workers in those occupations during the previous 3 years. METHODS Death certificates of Massachusetts residents who died from drug poisonings in 2017-2020 were obtained. Average mortality rates of drug poisoning according to occupation during the 2017-2019 period were compared to mortality rates in 2020. RESULTS Between the 2017-2019 period and 2020, mortality rates of drug poisoning increased significantly for workers in three occupational groups: food preparation and serving; healthcare support; and transportation and material moving. In these occupations, most of the increases in 2020 compared to 2017-2019 occurred in months after COVID-19 pandemic cases and deaths increased in Massachusetts. CONCLUSION Mortality rates from drug poisonings increased substantially in several occupations in 2020 compared to previous years. Further research should examine the role of occupational factors in this increase in drug poisoning mortality rates during the COVID-19 pandemic. Particular attention should be given to determine the role that exposure to severe acute respiratory syndrome coronavirus 2, work stress, and financial stress due to job insecurity played in these increases.
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Affiliation(s)
- Devan Hawkins
- Public Health Program, Schools of Arts and Sciences MCPHS University Boston Massachusetts USA
| | - Anh Tuan Phan
- Schools of Pharmacy MCPHS University Boston Massachusetts USA
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Rosen J, Zelnick JR, Zoeckler J, Landsbergis P. Introduction to the Special Issue: Opioids and the Workplace - Risk Factors and Solutions. New Solut 2021; 31:201-209. [PMID: 34554026 DOI: 10.1177/10482911211048438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The workplace has been a neglected element in the national response to the opioid crisis. This ignores that workplace safety and health and drug policies have become important factors in opioid use disorder among workers. This results from physical or emotional pain related to workplace injuries, illnesses, and stress, and through punitive workplace drug policies, failure to address stigma, and inadequate access to treatment and recovery resources. This comprehensive New Solutions special issue encompasses timely cutting-edge research, commentaries, activism, and calls for action on primary prevention in the workplace and intervention research. It also addresses the convergence of the COVID-19 and the opioid crises, high-risk occupations and industries, health inequalities, employer and union programs, peer advocacy and member assistance programs, worker training, health parity for addiction treatment and recovery services, protection of first responders and site clean-up workers, working conditions of substance use treatment workers, and calls for necessary funding.
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Affiliation(s)
- Jonathan Rosen
- 6857National Clearinghouse for Worker Safety & Health Training and Education, Schenectady, NY, USA
| | - Jennifer R Zelnick
- Graduate School of Social Work, Touro College and University System, New York, NY, USA
| | - Jeanette Zoeckler
- Occupational Health Clinical Center, 12302State University of New York Upstate Medical University, Syracuse, NY, USA
| | - Paul Landsbergis
- Environmental and Occupational Health Sciences, SUNY-Downstate School of Public Health, Brooklyn, NY, USA
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