1
|
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.
Collapse
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
| |
Collapse
|
2
|
Fink DS, Schleimer JP, Keyes KM, Branas CC, Cerdá M, Gruenwald P, Hasin D. Social and economic determinants of drug overdose deaths: a systematic review of spatial relationships. Soc Psychiatry Psychiatr Epidemiol 2024; 59:1087-1112. [PMID: 38356082 PMCID: PMC11178445 DOI: 10.1007/s00127-024-02622-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 01/11/2024] [Indexed: 02/16/2024]
Abstract
PURPOSE To synthesize the available evidence on the extent to which area-level socioeconomic conditions are associated with drug overdose deaths in the United States. METHODS We performed a systematic review (in MEDLINE, EMBASE, PsychINFO, Web of Science, EconLit) for papers published prior to July 2022. Eligible studies quantitatively estimated the association between an area-level measure of socioeconomic conditions and drug overdose deaths in the US, and were published in English. We assessed study quality using the Effective Public Health Practice Project Quality Assessment Tool. The protocol was preregistered at Prospero (CRD42019121317). RESULTS We identified 28 studies that estimated area-level effects of socioeconomic conditions on drug overdose deaths in the US. Studies were scored as having moderate to serious risk of bias attributed to both confounding and in analysis. Socioeconomic conditions and drug overdose death rates were moderately associated, and this was a consistent finding across a large number of measures and differences in study designs (e.g., cross-sectional versus longitudinal), years of data analyzed, and primary unit of analysis (e.g., ZIP code, county, state). CONCLUSIONS This review highlights the evidence for area-level socioeconomic conditions are an important factor underlying the geospatial distribution of drug overdose deaths in the US and the need to understand the mechanisms underlying these associations to inform future policy recommendations. The current evidence base suggests that, at least in the United States, employment, income, and poverty interventions may be effective targets for preventing drug overdose mortality rates.
Collapse
Affiliation(s)
- David S Fink
- New York State Psychiatric Institute, New York, NY, USA.
- Columbia University Mailman School of Public Health, New York, NY, USA.
| | - Julia P Schleimer
- Violence Prevention Research Program, Department of Emergency Medicine, University of California Davis, Sacramento, CA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Katherine M Keyes
- Columbia University Mailman School of Public Health, New York, NY, USA
| | - Charles C Branas
- Columbia University Mailman School of Public Health, New York, NY, USA
| | - Magdalena Cerdá
- Department of Population Health, New York University, New York, NY, USA
| | - Paul Gruenwald
- Prevention Research Center, Pacific Institute for Research and Evaluation, Berkeley, CA, USA
| | - Deborah Hasin
- New York State Psychiatric Institute, New York, NY, USA
- Columbia University Mailman School of Public Health, New York, NY, USA
| |
Collapse
|
3
|
Cano M, Zachmeyer M, Salinas LA, Ferguson KM. Racial/ethnic inequality in homelessness and drug overdose deaths in US States. Soc Psychiatry Psychiatr Epidemiol 2024:10.1007/s00127-024-02667-5. [PMID: 38597978 DOI: 10.1007/s00127-024-02667-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 03/23/2024] [Indexed: 04/11/2024]
Abstract
PURPOSE This study examined whether state-level racial disproportionality in homelessness is associated with racial disproportionality in overdose mortality. METHODS Counts of individuals experiencing homelessness (2015-2017; by state and racial/ethnic group) were obtained from the US Department of Housing and Urban Development; population estimates and counts of drug overdose deaths (2018-2021; by state and racial/ethnic group) were obtained from the National Center for Health Statistics. Homelessness and overdose mortality disproportionality scores were calculated to indicate the extent to which each racial group was over- or under- represented among those experiencing homelessness, or among overdose deaths, respectively (relative to each racial group's proportional share in the general population). For each racial group examined, ordinary least squares regression models with robust standard errors (SEs) examined associations between state-level disproportionality in homelessness and disproportionality in overdose mortality, adjusting for percent aged 18-64 and US Census Region, as well as disproportionality in educational attainment and unemployment. RESULTS State-level racial disproportionality in homelessness was significantly and positively associated with racial disproportionality in overdose mortality for Black (b = 0.16 [SE = 0.05]; p < .01), American Indian/Alaska Native (b = 0.71 [SE = 0.23]; p < .01), and Hispanic populations (b = 0.17 [SE = 0.05]; p < .01), in models adjusting for region and percent aged 18-64. The significant positive associations in these three populations persisted after adjusting for educational attainment disproportionality, yet the association was no longer significant in the Black population after adjusting for unemployment disproportionality. CONCLUSION States with the highest levels of racial/ethnic minority overrepresentation in homelessness generally also had relatively higher levels of racial/ethnic minority overrepresentation in overdose deaths.
Collapse
Affiliation(s)
- Manuel Cano
- Arizona State University, 411 N. Central Ave Suite 863, Phoenix, AZ, 85004, USA.
| | | | - Luis A Salinas
- University of Texas at San Antonio, San Antonio, TX, USA
| | - Kristin M Ferguson
- Arizona State University, 411 N. Central Ave Suite 863, Phoenix, AZ, 85004, USA
| |
Collapse
|
4
|
Richardson L, Geddes C, Palis H, Buxton J, Slaunwhite A. An ecological study of the correlation between COVID-19 support payments and overdose events in British Columbia, Canada. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2024; 126:104362. [PMID: 38484530 DOI: 10.1016/j.drugpo.2024.104362] [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: 07/28/2023] [Revised: 12/21/2023] [Accepted: 02/15/2024] [Indexed: 04/29/2024]
Abstract
BACKGROUND Pandemic income support payments have been speculatively linked to an increased incidence of illicit drug poisoning (overdose). However, existing research is limited. METHODS Collating Canadian Emergency Response Benefit (CERB) payment data with data on paramedic attended overdose and illicit drug toxicity deaths for the province of British Columbia at the Local Health Area (LHA) level, we conducted a correlation analysis to compare overdose rates before, during and after active CERB disbursement. RESULTS There were 20,014,270 CERB-entitled weeks identified among residents of British Columbia for the duration of the pandemic response program. Approximately 52 % of all CERB entitled weeks in the study were among females and approximately 48 % were among males. Paramedic-attended overdoses increased uniformly across the pre-CERB, CERB and post-CERB periods, while illicit drug toxicity deaths sharply increased and then remained high over the period of the study. Correlation analyses between overdose and CERB-entitled weeks approached zero for both paramedic-attended overdoses and illicit drug toxicity deaths. CONCLUSIONS These findings suggest that attributing the pandemic increase in overdose to income support payments is unfounded. Sustained levels of unacceptably high non-fatal and fatal drug poisonings that further increased at the start of the pandemic are reflective of complex pre-existing and pandemic-driven changes to overdose risk.
Collapse
Affiliation(s)
- Lindsey Richardson
- Department of Sociology, University of British Columbia, Vancouver, Canada; British Columbia Centre on Substance Use, Vancouver, Canada.
| | - Cameron Geddes
- School of Population and Public Health, University of British Columbia, Vancouver, Canada
| | - Heather Palis
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada; Department of Psychiatry, University of British Columbia, Vancouver, Canada
| | - Jane Buxton
- School of Population and Public Health, University of British Columbia, Vancouver, Canada; British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
| | - Amanda Slaunwhite
- School of Population and Public Health, University of British Columbia, Vancouver, Canada; British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada
| |
Collapse
|
5
|
Tanaka C, Tagami T, Nagano M, Nakayama F, Kaneko J, Kuno M. Risk factors for the need for advanced care among prescription and over-the-counter drug overdose patients. Acute Med Surg 2024; 11:e942. [PMID: 38500638 PMCID: PMC10946162 DOI: 10.1002/ams2.942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 02/24/2024] [Accepted: 03/06/2024] [Indexed: 03/20/2024] Open
Abstract
Aim Prescription drug and over-the-counter (OTC) drug overdose is a major problem in emergency departments in Japan, and some need advanced care which is more than observation. We aimed to identify the prehospital risk factors for the need of advanced care among overdose patients. Methods This was a single-center retrospective cohort study. We included overdoses patients of prescription drugs or OTC drugs, who admitted to our hospital between 2016 and 2021. We grouped them into advanced care and non-advanced care. The main outcome was the need for advanced care. We performed a multiple logistic regression analysis, calculated the PAV score (Paracetamol use, Alcohol use, abnormal Vital signs on scene) and performed a receiver operating characteristic (ROC) analysis. Results There were 229 subjects. The logistic regression analysis revealed that alcohol, paracetamol, and the abnormal vital signs on scene were associated with advanced care (alcohol-odds ratio [OR]: 2.95; 95% confidence interval [CI]: 1.29-6.75; paracetamol-OR: 5.47; 95% CI: 2.18-13.71; abnormal vital signs-OR: 4.61, 95% CI: 2.07-10.27). The rate of advanced care in the high PAV score (2 and 3) group was statistically higher than that in the low PAV score (0-1) group (p = 0.04). Area under the ROC curve of the PAV score was 0.72 (95% CI, 0.65-0.80). Conclusion Alcohol, paracetamol use and abnormal vital signs on scene might be risk factors for advanced care among prescription drugs or OTC drugs overdose patients, and the PAV score may predict the need for advanced care.
Collapse
Affiliation(s)
- Chie Tanaka
- Department of Emergency and Critical Care MedicineNippon Medical School Tama Nagayama HospitalTama‐shiJapan
| | - Takashi Tagami
- Department of Emergency and Critical Care MedicineNippon Medical School Musashikosugi HospitalKawasakiJapan
- Department of Clinical Epidemiology and Health Economics, School of Public HealthThe University of TokyoBunkyoJapan
| | | | - Fumihiko Nakayama
- Department of Emergency and Critical Care MedicineNippon Medical School Tama Nagayama HospitalTama‐shiJapan
| | - Junya Kaneko
- Department of Emergency and Critical Care MedicineNippon Medical School Tama Nagayama HospitalTama‐shiJapan
| | - Masamune Kuno
- Department of Emergency and Critical Care MedicineNippon Medical School Tama Nagayama HospitalTama‐shiJapan
| |
Collapse
|
6
|
Swilley-Martinez ME, Coles SA, Miller VE, Alam IZ, Fitch KV, Cruz TH, Hohl B, Murray R, Ranapurwala SI. "We adjusted for race": now what? A systematic review of utilization and reporting of race in American Journal of Epidemiology and Epidemiology, 2020-2021. Epidemiol Rev 2023; 45:15-31. [PMID: 37789703 DOI: 10.1093/epirev/mxad010] [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: 05/16/2022] [Revised: 07/31/2023] [Accepted: 09/28/2023] [Indexed: 10/05/2023] Open
Abstract
Race is a social construct, commonly used in epidemiologic research to adjust for confounding. However, adjustment of race may mask racial disparities, thereby perpetuating structural racism. We conducted a systematic review of articles published in Epidemiology and American Journal of Epidemiology between 2020 and 2021 to (1) understand how race, ethnicity, and similar social constructs were operationalized, used, and reported; and (2) characterize good and poor practices of utilization and reporting of race data on the basis of the extent to which they reveal or mask systemic racism. Original research articles were considered for full review and data extraction if race data were used in the study analysis. We extracted how race was categorized, used-as a descriptor, confounder, or for effect measure modification (EMM)-and reported if the authors discussed racial disparities and systemic bias-related mechanisms responsible for perpetuating the disparities. Of the 561 articles, 299 had race data available and 192 (34.2%) used race data in analyses. Among the 160 US-based studies, 81 different racial categorizations were used. Race was most often used as a confounder (52%), followed by effect measure modifier (33%), and descriptive variable (12%). Fewer than 1 in 4 articles (22.9%) exhibited good practices (EMM along with discussing disparities and mechanisms), 63.5% of the articles exhibited poor practices (confounding only or not discussing mechanisms), and 13.5% were considered neither poor nor good practices. We discuss implications and provide 13 recommendations for operationalization, utilization, and reporting of race in epidemiologic and public health research.
Collapse
Affiliation(s)
- Monica E Swilley-Martinez
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC 27599-7435, United States
- Injury Prevention Research Center, University of North Carolina, Chapel Hill, NC 27599, United States
| | - Serita A Coles
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC 27599-7440, United States
| | - Vanessa E Miller
- Injury Prevention Research Center, University of North Carolina, Chapel Hill, NC 27599, United States
| | - Ishrat Z Alam
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC 27599-7435, United States
- Injury Prevention Research Center, University of North Carolina, Chapel Hill, NC 27599, United States
| | - Kate Vinita Fitch
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC 27599-7435, United States
- Injury Prevention Research Center, University of North Carolina, Chapel Hill, NC 27599, United States
| | - Theresa H Cruz
- Prevention Research Center, Department of Pediatrics, Health Sciences Center, University of New Mexico, Albuquerque, NM 87131, United States
| | - Bernadette Hohl
- Penn Injury Science Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104-6021, United States
| | - Regan Murray
- Center for Public Health and Technology, Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR 72701, United States
| | - Shabbar I Ranapurwala
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC 27599-7435, United States
- Injury Prevention Research Center, University of North Carolina, Chapel Hill, NC 27599, United States
| |
Collapse
|
7
|
Bunn TL, Costich JF, Mirzaian M, Daniels LK, Wang D, Quesinberry D. Interrupted time series analysis of drug overdose fatalities in service-related industries versus non-service-related industries during the COVID-19 pandemic, 2018-2021. Inj Prev 2023; 29:511-518. [PMID: 37648420 PMCID: PMC10715517 DOI: 10.1136/ip-2023-044894] [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: 03/14/2023] [Accepted: 08/02/2023] [Indexed: 09/01/2023]
Abstract
BACKGROUND Variation among industries in the association between COVID-19-related closing or reopening orders and drug overdose deaths is unknown. The objectives of this study were to compare drug overdose decedent demographics, annual drug overdose fatality rates and monthly drug overdose fatality rates by specific industry within the service-related industry sector, and to perform an interrupted time series analysis comparing weekly drug overdose mortality counts in service-related and non-service-related industries, examining the COVID-19 pre-pandemic and pandemic phases by Kentucky closing and reopening orders. METHODS Kentucky drug overdose death certificate and toxicology testing data for years 2018-2021 were analysed using Χ2 and interrupted time series methods. RESULTS Before the pandemic, annual drug overdose fatality rates in service-related industries were higher than in non-service-related industries. However, these trends reversed during the pandemic. Both service-related and non-service-related industry groups experienced increased fatal drug overdoses at change points associated with the gubernatorial business closure orders, although the magnitude of the increase differed between the two groups. Young, female and black workers in service-related industries had higher frequencies of drug overdose deaths compared with decedents in the non-service-related industries. CONCLUSION Spikes in drug overdose mortality in both service-related and non-service-related industries during the pandemic highlight the need to consider and include industries and occupations, as well as worker populations vulnerable to infectious diseases, as integral stakeholder groups when developing and implementing drug overdose prevention interventions, and implementing infectious disease surveillance systems.
Collapse
Affiliation(s)
- Terry L Bunn
- Kentucky Injury Prevention and Research Center, University of Kentucky, Lexington, Kentucky, USA
- Department of Epidemiology and Environmental Health, University of Kentucky College of Public Health, Lexington, Kentucky, USA
| | - Julia F Costich
- Kentucky Injury Prevention and Research Center, University of Kentucky, Lexington, Kentucky, USA
- Department of Health Management and Policy, University of Kentucky College of Public Health, Lexington, Kentucky, USA
| | - Mira Mirzaian
- Kentucky Injury Prevention and Research Center, University of Kentucky, Lexington, Kentucky, USA
| | - Lara K Daniels
- Kentucky Injury Prevention and Research Center, University of Kentucky, Lexington, Kentucky, USA
| | - Dandan Wang
- Department of Biostatistics, University of Kentucky College of Public Health, Lexington, Kentucky, USA
| | - Dana Quesinberry
- Kentucky Injury Prevention and Research Center, University of Kentucky, Lexington, Kentucky, USA
- Department of Health Management and Policy, University of Kentucky College of Public Health, Lexington, Kentucky, USA
| |
Collapse
|
8
|
Freisthler B, Hyder A, Lancaster KE, Louden EM, Rinderle AM. Response to "COVID-19 economic impact payments and opioid overdose deaths". THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 121:103713. [PMID: 35523654 PMCID: PMC9065385 DOI: 10.1016/j.drugpo.2022.103713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 04/22/2022] [Indexed: 11/18/2022]
Affiliation(s)
- Bridget Freisthler
- College of Social Work, The Ohio State University, 1947N. College Road Columbus, OH 43210, USA.
| | - Ayaz Hyder
- Division of Environmental Health Sciences, College of Public Health and Translational Data Analytics Institute, The Ohio State University, 1841 Neil Ave., Columbus, OH 43210, USA.
| | - Kathryn E Lancaster
- Division of Epidemiology, College of Public Health, The Ohio State University, 1841 Neil Ave., Columbus, OH 43210, USA.
| | - Elaine M Louden
- Department of Health Policy and Management, Yale School of Public Health, Yale University, 60 College St, New Haven, CT 06510, USA.
| | - Abigail Marie Rinderle
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 135 Dauer Dr, Chapel Hill, NC 27599, USA.
| |
Collapse
|
9
|
Levenson J, Textor L, Bluthenthal R, Darby A, Wahbi R, Clayton-Johnson MA. Abolition and harm reduction in the struggle for "Care, Not Cages". THE INTERNATIONAL JOURNAL OF DRUG POLICY 2023; 121:104163. [PMID: 37722347 DOI: 10.1016/j.drugpo.2023.104163] [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: 04/01/2023] [Revised: 08/11/2023] [Accepted: 08/13/2023] [Indexed: 09/20/2023]
Abstract
Care that is organized around the principles of harm reduction and the movement for police and prison abolition has the potential to uproot and transform structural causes of harm and violence, in the interconnected crises of drug-related harm, policing, and punishment. The United States' crisis of overdose and drug-related harm and its system of policing and punishment are historically and empirically linked phenomena. The abandonment of people whose use of drugs leads to their premature death, in the form of an overdose, is directly and indirectly connected to wider systems of criminalization and incarceration that also produce premature suffering and death. Organizations advocating for harm reduction for people who use drugs (PWUD) and organizations seeking the abolition of police and prisons have developed in parallel albeit with different genealogies. We examine the historical origins, principles, and practical applications of the two movements to identify points of overlap and lessons to be learned for the public health goals of addressing and preventing premature suffering and death in the United States. A case study of Los Angeles (LA) County, where elected officials have promised a new paradigm of care, not punishment, frames our analysis. We show how the principles and strategies of harm reduction and abolition are both necessary to practically realizing a paradigm of care, not punishment, and achieving system transformation.
Collapse
Affiliation(s)
- Jeremy Levenson
- Department of Psychiatry, Yale University, United States; Department of Anthropology, UCLA, United States; Center for Social Medicine, University of California Los Angeles, United States
| | - Lauren Textor
- Department of Anthropology, UCLA, United States; Center for Social Medicine, University of California Los Angeles, United States; Department of Psychiatry, UCLA, United States.
| | - Ricky Bluthenthal
- Department of Preventive Medicine, Keck School of Medicine, USC, United States
| | - Anna Darby
- Emergency Medicine Program, LAC+USC Medical Center, Keck School of Medicine at USC, United States
| | - Rafik Wahbi
- Department of Community Health Sciences, UCLA Fielding School of Public Health, United States; Frontline Wellness Network, Los Angeles, United States
| | | |
Collapse
|
10
|
Fink DS, Keyes KM, Branas C, Cerdá M, Gruenwald P, Hasin D. Understanding the differential effect of local socio-economic conditions on the relation between prescription opioid supply and drug overdose deaths in US counties. Addiction 2023; 118:1072-1082. [PMID: 36606567 PMCID: PMC10175115 DOI: 10.1111/add.16123] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 12/19/2022] [Indexed: 01/07/2023]
Abstract
BACKGROUND AND AIMS Both local socio-economic conditions and prescription opioid supply are associated with drug overdose deaths, which exhibit substantial geographical heterogeneity across the United States. We measured whether the associations of prescription opioid supply with drug overdose deaths vary by local socio-economic conditions. DESIGN Ecological county-level study, including 3109 US counties between 2006 and 2019 (n = 43 526 county-years) using annual mortality data. SETTING United States. CASES A total of 711 447 drug overdose deaths. MEASUREMENTS We modeled overdose counts using Bayesian hierarchical Poisson models, estimating associations between four types of drug overdose deaths (deaths involving any drugs, any opioid, prescription opioids only and heroin), prescription opioid supply and five socio-economic indicators: unemployment, poverty rate, income inequality, Rey index (components include mean household income, % high school graduates, % blue-collar workers and unemployment rate), and American human development index (HDI; an indicator of community wellbeing). FINDINGS Drug overdose deaths and all substance-specific overdose deaths were higher in counties with higher income inequality [adjusted odds ratios (aORs) = 1.09-1.13], Rey index (aORs = 1.15-1.21) and prescription opioid supply (aORs = 1.14-1.21), and lower in counties with higher HDI scores (aORs = 0.75-0.92). Poverty rate, income inequality and HDI scores were found to modify the effect of prescription opioid supply on heroin overdose deaths. The plot of the interactions showed that when disadvantage is high, increasing prescription opioid supply does not increase heroin overdose deaths. The less disadvantage there is, indicated by lower poverty rates, higher HDI scores and lower income inequality, the greater the effect of increasing prescription opioid supply relative to population size on heroin overdose deaths in US counties. CONCLUSIONS In the United States, prescription opioid supply is associated with higher drug overdose deaths; associations are stronger in counties with less disadvantage and less income inequality, but only for heroin overdose deaths.
Collapse
Affiliation(s)
- David S. Fink
- New York State Psychiatric Institute, New York, NY, USA
| | | | - Charles Branas
- Columbia University Mailman School of Public Health, New York, NY, USA
| | - Magdalena Cerdá
- Department of Population Health, New York University, New York, NY, USA
| | - Paul Gruenwald
- Prevention Research Centre, Pacific Institute for Research and Evaluation, Berkeley, CA, USA
| | - Deborah Hasin
- New York State Psychiatric Institute, New York, NY, USA
- Columbia University Mailman School of Public Health, New York, NY, USA
| |
Collapse
|
11
|
CERDÁ MAGDALENA, KRAWCZYK NOA, KEYES KATHERINE. The Future of the United States Overdose Crisis: Challenges and Opportunities. Milbank Q 2023; 101:478-506. [PMID: 36811204 PMCID: PMC10126987 DOI: 10.1111/1468-0009.12602] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023] Open
Abstract
Policy Points People are dying at record numbers from overdose in the United States. Concerted action has led to a number of successes, including reduced inappropriate opioid prescribing and increased availability of opioid use disorder treatment and harm-reduction efforts, yet ongoing challenges include criminalization of drug use and regulatory and stigma barriers to expansion of treatment and harm-reduction services. Priorities for action include investing in evidence-based and compassionate policies and programs that address sources of opioid demand, decriminalizing drug use and drug paraphernalia, enacting policies to make medication for opioid use disorder more accessible, and promoting drug checking and safe drug supply.
Collapse
Affiliation(s)
- MAGDALENA CERDÁ
- Center for Opioid Epidemiology and PolicyNYU Grossman School of Medicine
| | - NOA KRAWCZYK
- Center for Opioid Epidemiology and PolicyNYU Grossman School of Medicine
| | | |
Collapse
|
12
|
Harris L, Regan MC, Myers SJ, Nocilla KA, Akins NS, Tahirovic YA, Wilson LJ, Dingledine R, Furukawa H, Traynelis SF, Liotta DC. Novel GluN2B-Selective NMDA Receptor Negative Allosteric Modulator Possesses Intrinsic Analgesic Properties and Enhances Analgesia of Morphine in a Rodent Tail Flick Pain Model. ACS Chem Neurosci 2023; 14:917-935. [PMID: 36779874 PMCID: PMC9983021 DOI: 10.1021/acschemneuro.2c00779] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 01/24/2023] [Indexed: 02/14/2023] Open
Abstract
Many cases of accidental death associated with drug overdose are due to chronic opioid use, tolerance, and addiction. Analgesic tolerance is characterized by a decreased response to the analgesic effects of opioids, requiring increasingly higher doses to maintain the desired level of pain relief. Overactivation of GluN2B-containing N-methyl-d-Aspartate receptors is thought to play a key role in mechanisms underlying cellular adaptation that takes place in the development of analgesic tolerance. Herein, we describe a novel GluN2B-selective negative allosteric modulator, EU93-108, that shows high potency and brain penetrance. We describe the structural basis for binding at atomic resolution. This compound possesses intrinsic analgesic properties in the rodent tail immersion test. EU93-108 has an acute and significant anodyne effect, whereby morphine when combined with EU93-108 produces a higher tail flick latency compared to that of morphine alone. These data suggest that engagement of GluN2B as a target has utility in the treatment of pain, and EU93-108 could serve as an appropriate tool compound to interrogate this hypothesis. Future structure-activity relationship work around this scaffold could give rise to compounds that can be co-administered with opioids to diminish the onset of tolerance due to chronic opioid use, thereby modifying their utility.
Collapse
Affiliation(s)
- Lynnea
D. Harris
- Department
of Chemistry, Emory University, Atlanta, Georgia30322, United States
| | - Michael C. Regan
- W.M.
Keck Structural Biology Laboratory, Cold
Spring Harbor Laboratory, New York, New York11724, United States
- RADD
Pharmaceuticals, Westport, Connecticut06880, United States
| | - Scott J. Myers
- Department
of Pharmacology and Chemical Biology, Emory
University, Atlanta, Georgia30322, United States
| | - Kelsey A. Nocilla
- Department
of Pharmacology and Chemical Biology, Emory
University, Atlanta, Georgia30322, United States
| | - Nicholas S. Akins
- Department
of Chemistry, Emory University, Atlanta, Georgia30322, United States
| | - Yesim A. Tahirovic
- Department
of Chemistry, Emory University, Atlanta, Georgia30322, United States
| | - Lawrence J. Wilson
- Department
of Chemistry, Emory University, Atlanta, Georgia30322, United States
| | - Ray Dingledine
- Department
of Pharmacology and Chemical Biology, Emory
University, Atlanta, Georgia30322, United States
| | - Hiro Furukawa
- W.M.
Keck Structural Biology Laboratory, Cold
Spring Harbor Laboratory, New York, New York11724, United States
| | - Stephen F. Traynelis
- Department
of Pharmacology and Chemical Biology, Emory
University, Atlanta, Georgia30322, United States
| | - Dennis C. Liotta
- Department
of Chemistry, Emory University, Atlanta, Georgia30322, United States
| |
Collapse
|
13
|
Cano M, Oh S, Osborn P, Olowolaju SA, Sanchez A, Kim Y, Moreno AC. County-level predictors of US drug overdose mortality: A systematic review. Drug Alcohol Depend 2023; 242:109714. [PMID: 36463764 DOI: 10.1016/j.drugalcdep.2022.109714] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 11/21/2022] [Accepted: 11/21/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND This systematic review summarized published literature on county-level predictors of drug overdose mortality in the United States (US). METHODS Peer-reviewed studies and doctoral dissertations published in English between 1990 and July 19, 2022 were identified from PubMed, Web of Science, ProQuest Dissertations & Theses, PsycINFO, CINAHL, and EconLit. Eligible studies examined at least one county-level predictor of drug overdose mortality in US counties. Two reviewers independently completed screening, quality assessment (with an adapted National Institutes of Health Quality Assessment Tool), and data extraction. Results were qualitatively summarized and grouped by predictor categories. RESULTS Of 56 studies included, 42.9% were subnational, and 53.6% were limited to opioid overdose. In multiple studies, measures related to opioid prescribing, illness/disability, economic distress, mining employment, incarceration, family distress, and single-parent families were positively associated with drug overdose mortality outcomes, while measures related to cannabis dispensaries, substance use treatment, social capital, and family households were negatively associated with drug overdose mortality outcomes. Both positive and negative associations were documented for smoking, uninsurance, healthcare professional shortage status, physicians per capita, unemployment, income, poverty, educational attainment, racial composition, and rurality. Findings within studies also differed by subpopulation (by race/ethnicity, gender, age, or rurality) and the type of drugs involved in overdose. CONCLUSIONS The findings of this review provide relatively mixed evidence regarding many county-level predictors of overdose mortality, several of which also vary between subpopulations, supporting the importance of additional research to elucidate pathways through which the county context may shape risk of fatal overdose.
Collapse
Affiliation(s)
- Manuel Cano
- School of Social Work, Arizona State University, USA.
| | - Sehun Oh
- College of Social Work, The Ohio State University, USA
| | | | | | - Armando Sanchez
- Department of Social Work, University of Texas at San Antonio, USA
| | - Yeonwoo Kim
- Department of Kinesiology, University of Texas at Arlington, USA; School of Social Work, University of Texas at Arlington, USA
| | - Alberto Cano Moreno
- Department of Public Policy, Universidad Autónoma del Estado de Hidalgo, México
| |
Collapse
|
14
|
Garcia GGP, Stringfellow EJ, DiGennaro C, Poellinger N, Wood J, Wakeman S, Jalali MS. Opioid overdose decedent characteristics during COVID-19. Ann Med 2022; 54:1081-1088. [PMID: 35467475 PMCID: PMC9045762 DOI: 10.1080/07853890.2022.2067350] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 02/13/2022] [Accepted: 04/12/2022] [Indexed: 12/04/2022] Open
Abstract
INTRODUCTION Alongside the emergence of COVID-19 in the United States, several reports highlighted increasing rates of opioid overdose from preliminary data. Yet, little is known about how state-level opioid overdose death trends and decedent characteristics have evolved using official death records. METHODS We requested vital statistics data from 2018-2020 from all 50 states and the District of Columbia, receiving data from 14 states. Accounting for COVID-19, we excluded states without data past March 2020, leaving 11 states for analysis. We defined state-specific analysis periods from March 13 until the latest reliable date in each state's data, then conducted retrospective year-over-year analyses comparing opioid-related overdose death rates, the presence of specific opioids and other psychoactive substances, and decedents' sex, race, and age from 2020 to 2019 and 2019 to 2018 within each state's analysis period. We assessed whether significant changes in 2020 vs. 2019 in opioid overdose deaths were new or continuing trends using joinpoint regression. RESULTS We found significant increases in opioid-related overdose death rates in Alaska (55.3%), Colorado (80.2%), Indiana (40.1%), Nevada (50.0%), North Carolina (30.5%), Rhode Island (29.6%), and Virginia (66.4%) - all continuing previous trends. Increases in synthetic opioid-involved overdose deaths were new in Alaska (136.5%), Indiana (27.6%), and Virginia (16.5%), whilst continuing in Colorado (44.4%), Connecticut (3.6%), Nevada (75.0%), and North Carolina (14.6%). We found new increases in male decedents in Indiana (12.0%), and continuing increases in Colorado (15.2%). We also found continuing increases in Black non-Hispanic decedents in Massachusetts (43.9%) and Virginia (33.7%). CONCLUSION This research analyzes vital statistics data from 11 states, highlighting new trends in opioid overdose deaths and decedent characteristics across 10 of these states. These findings can inform state-specific public health interventions and highlight the need for timely and comprehensive fatal opioid overdose data, especially amidst concurrent crises such as COVID-19. Key messages:Our results highlight shifts in opioid overdose trends during the COVID-19 pandemic that cannot otherwise be extracted from aggregated or provisional opioid overdose death data such as those published by the Centres for Disease Control and Prevention.Fentanyl and other synthetic opioids continue to drive increases in fatal overdoses, making it difficult to separate these trends from any possible COVID-19-related factors.Black non-Hispanic people are making up an increasing proportion of opioid overdose deaths in some states.State-specific limitations and variations in data-reporting for vital statistics make it challenging to acquire and analyse up-to-date data on opioid-related overdose deaths. More timely and comprehensive data are needed to generate broader insights on the nature of the intersecting opioid and COVID-19 crises.
Collapse
Affiliation(s)
| | | | | | - Nicole Poellinger
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jaden Wood
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Sarah Wakeman
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | | |
Collapse
|
15
|
Larson PS, Bergmans RS. Impact of the COVID-19 pandemic on temporal patterns of mental health and substance abuse related mortality in Michigan: An interrupted time series analysis. LANCET REGIONAL HEALTH. AMERICAS 2022; 10:100218. [PMID: 35284903 PMCID: PMC8898171 DOI: 10.1016/j.lana.2022.100218] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Background The emergence of SARS-CoV2 (COVID-19) had wide impacts to health and mortality and prompted unprecedented containment efforts. The full impact of the COVID-19 pandemic and resulting responses on mental health and substance abuse related mortality are unknown. Methods We obtained records for deaths from suicide, alcohol related liver failure, and overdose from the Michigan Department of Health and Human Services (MDHHS) for 2006 to 2020. We compared mortality within sex, age, marital, racial and urban/rural groups using basic statistical methods. We compared standardized mean daily mortality incidence before and after the onset of the pandemic using t-tests. We used an interrupted time series approach, using generalized additive Poisson regression models with smoothed components for time to assess differences in mortality trends before and after the onset of the pandemic within demographic groups. Findings There were 19,365 suicides, 8,790 deaths from alcohol related liver failure, and 21,778 fatal drug overdoses. Compared with 2019, suicides in 2020 declined by 17.6%, overdose mortality declined by 22.5%—while alcohol deaths increased by 12.4%. Crude comparisons suggested that there were significant declines in suicides for white people, people 18 to 65 and increases for rural decedents, overdoses increased for Black people, females and married/widowed people, and alcohol mortality increased for nearly all groups. ITS models, however, suggested increased suicide mortality for rural residents, significantly increased alcohol related mortality for people ≥65 and increased overdose mortality in men. Interpretation The onset of the pandemic was associated with mixed patterns of mortality between suicide, alcohol and overdose deaths. Patterns varied within demographic groups, suggesting that impacts varied among different groups, particularly racial and marital groups. Funding This work was supported by the United States National Institute of Environmental Health Sciences [K99/R00ES026198] and their Michigan Center on Lifestage Environmental Exposures and Disease [grant number P30ES017885]; and the Institute for Global Biological Change at the University of Michigan.
Collapse
Affiliation(s)
- Peter S Larson
- Survey Research Center, Social Environment and Health Program, University of Michigan Institute for Social Research, 426 Thompson, Ann Arbor, MI 48104, USA.,Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Rachel S Bergmans
- Chronic Pain and Fatigue Research Center, Department of Anesthesiology, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| |
Collapse
|
16
|
Williams LD, Lee E, Latkin C, Mackesy-Amiti ME, Kaufmann M, Copulsky E, Kaplan C, Boodram B. Economic Challenges and Behavioral and Mental Health Risks for Overdose during the COVID-19 Pandemic among People Who Inject Drugs. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:5351. [PMID: 35564746 PMCID: PMC9101403 DOI: 10.3390/ijerph19095351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 04/21/2022] [Accepted: 04/26/2022] [Indexed: 02/03/2023]
Abstract
People who inject drugs (PWID) are a population that disproportionately struggles with economic and mental health challenges. However, despite numerous reports of people globally experiencing new or exacerbated economic and/or mental health challenges during the COVID-19 pandemic, the literature on the effect of the pandemic on PWID and their risk for harm (e.g., overdose) remains sparse. The present study will describe reported changes during the pandemic in risk factors for drug overdose (including changes in mental health symptoms and care access) among PWID in Chicago, and it will examine associations between such risk factor changes and the experience of economic challenges during the pandemic. Participants from an ongoing longitudinal study of young PWID from the Chicago suburbs and their injection risk network members (N = 138; mean age = 28.7 years) were interviewed about changes in their experiences, substance use behavior, and mental health since the start of the COVID-19 pandemic. Bivariate cross tabulations were computed of each "overdose risk factor" with experiences of economic challenges during the pandemic. Fisher's Exact Tests were used to assess statistical significance. Adjusted logistic regression models were also conducted that controlled for sociodemographic characteristics, for time elapsed since the start of the pandemic, and for pre-pandemic income, homelessness, and injection frequency. Over half of our sample reported using alone more than usual during the pandemic, and over 40% reported using more than usual and/or buying drugs that were of a decreased purity or quality. Additionally, a large proportion of our sample (52.5% of those asked) reported more difficulty than usual accessing mental health care. Experiencing loss of a source of income during the pandemic was associated with using more drugs, using alone more, using a larger amount of drugs while using alone, wanting to stop using but being unable, and difficulty accessing mental health care. The preliminary associations found by the present study suggest that economic challenges or disruptions experienced during the pandemic are likely to increase risk for overdose among PWID experiencing such challenges, via changes in the above behaviors and/or conditions that are associated with risk for overdose. Intervention efforts should therefore be focused not only directly on overdose prevention, but also on assisting PWID with their economic challenges and helping them regain economic stability and access to services that may have been impeded by financial difficulty.
Collapse
Affiliation(s)
- Leslie D. Williams
- Division of Community Health Sciences, University of Illinois at Chicago School of Public Health, Chicago, IL 60612, USA; (E.L.); (M.E.M.-A.); (E.C.); (B.B.)
| | - Eunhye Lee
- Division of Community Health Sciences, University of Illinois at Chicago School of Public Health, Chicago, IL 60612, USA; (E.L.); (M.E.M.-A.); (E.C.); (B.B.)
| | - Carl Latkin
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA;
| | - Mary Ellen Mackesy-Amiti
- Division of Community Health Sciences, University of Illinois at Chicago School of Public Health, Chicago, IL 60612, USA; (E.L.); (M.E.M.-A.); (E.C.); (B.B.)
| | - Maggie Kaufmann
- Community Outreach Intervention Projects, University of Illinois at Chicago School of Public Health, Chicago, IL 60612, USA; (M.K.); (C.K.)
| | - Elizabeth Copulsky
- Division of Community Health Sciences, University of Illinois at Chicago School of Public Health, Chicago, IL 60612, USA; (E.L.); (M.E.M.-A.); (E.C.); (B.B.)
| | - Charlie Kaplan
- Community Outreach Intervention Projects, University of Illinois at Chicago School of Public Health, Chicago, IL 60612, USA; (M.K.); (C.K.)
| | - Basmattee Boodram
- Division of Community Health Sciences, University of Illinois at Chicago School of Public Health, Chicago, IL 60612, USA; (E.L.); (M.E.M.-A.); (E.C.); (B.B.)
| |
Collapse
|
17
|
Schell RC, Allen B, Goedel WC, Hallowell BD, Scagos R, Li Y, Krieger MS, Neill DB, Marshall BDL, Cerda M, Ahern J. Identifying Predictors of Opioid Overdose Death at a Neighborhood Level With Machine Learning. Am J Epidemiol 2022; 191:526-533. [PMID: 35020782 DOI: 10.1093/aje/kwab279] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 09/30/2021] [Accepted: 11/16/2021] [Indexed: 12/26/2022] Open
Abstract
Predictors of opioid overdose death in neighborhoods are important to identify, both to understand characteristics of high-risk areas and to prioritize limited prevention and intervention resources. Machine learning methods could serve as a valuable tool for identifying neighborhood-level predictors. We examined statewide data on opioid overdose death from Rhode Island (log-transformed rates for 2016-2019) and 203 covariates from the American Community Survey for 742 US Census block groups. The analysis included a least absolute shrinkage and selection operator (LASSO) algorithm followed by variable importance rankings from a random forest algorithm. We employed double cross-validation, with 10 folds in the inner loop to train the model and 4 outer folds to assess predictive performance. The ranked variables included a range of dimensions of socioeconomic status, including education, income and wealth, residential stability, race/ethnicity, social isolation, and occupational status. The R2 value of the model on testing data was 0.17. While many predictors of overdose death were in established domains (education, income, occupation), we also identified novel domains (residential stability, racial/ethnic distribution, and social isolation). Predictive modeling with machine learning can identify new neighborhood-level predictors of overdose in the continually evolving opioid epidemic and anticipate the neighborhoods at high risk of overdose mortality.
Collapse
|
18
|
Lee H, Singh GK. Monthly Trends in Drug Overdose Mortality among Youth Aged 15-34 Years in the United States, 2018-2021: Measuring the Impact of the COVID-19 Pandemic. Int J MCH AIDS 2022; 11:e583. [PMID: 36506108 PMCID: PMC9730739 DOI: 10.21106/ijma.583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Adolescents and young adults in the United States (US) have experienced a significant increase in drug overdose mortality rates in the last two decades. During the Coronavirus disease 2019 (COVID-19) pandemic, they experienced a lack of access to substance use disorder treatment, stay-home orders, school closure, social isolation, increased psychological distress, and financial strain. Few studies have examined the impact of the pandemic on monthly trends in drug-overdose mortality among youth by race/ethnicity. This study estimates differential changes in monthly drug overdose mortality among youth in the US by age, sex, and race/ethnicity. METHODS Monthly deaths from the final 2018-2020 national mortality data and the 2021 provisional mortality data were used, and monthly population estimates were obtained from the Census Bureau. We calculated age-specific monthly drug overdose deaths per one million population and used log-linear regression models to estimate monthly percent increases in mortality rates from January 2018 through October 2021. RESULTS Drug-overdose deaths among individuals aged 15-34 increased by 36.5% from 2019 (21,152 deaths) to 2020 (28,879 deaths). From February 2020 to May 2020, the drug-overdose mortality rate increased by 62% for males, 53% for females, 79% for Blacks, 62% for American Indians/Alaska Natives (AIANs), 57% for Hispanics, 56% for non-Hispanic Whites, and 47% for Asians. From January 2018 to October 2021, the average monthly drug-overdose mortality rate increased by 2.69% per month for Blacks, 2.54% for AIANs, 2.27% for Hispanics, 1.37% for Asians, and 0.81% for non-Hispanic Whites. Increases in drug-overdose mortality were more rapid among males than females and among youth aged 15-24 than youth aged 25-34. CONCLUSION AND GLOBAL HEALTH IMPLICATIONS During the peak months in 2020 and 2021, the COVID-19 pandemic had a disproportionate impact by race/ethnicity on trends in drug overdose mortality among the youth. Drug overdose mortality rates increased faster among Blacks, Hispanics, AIANs, and Asians compared to non-Hispanic Whites.
Collapse
Affiliation(s)
- Hyunjung Lee
- Department of Public Policy and Public Affairs, John McCormack Graduate School of Policy and Global Studies, University of Massachusetts Boston, 100 William T. Morrissey Blvd., Boston, MA 02125, USA
| | - Gopal K Singh
- The Center for Global Health and Health Policy, Global Health and Education Projects, Inc., Riverdale, MD 20738, USA
| |
Collapse
|
19
|
Cano M, Agan A, Bandoian L, Larochelle L. Individual and County-Level Disparities in Drug and Opioid Overdose Mortality for Hispanic Men in Massachusetts and the Northeast United States. Subst Use Misuse 2022; 57:1131-1143. [PMID: 35459423 DOI: 10.1080/10826084.2022.2064507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND This study aimed to identify individual- and county-level inequalities that may underlie disparities in drug overdose mortality for Hispanic men in Massachusetts and the broader Northeast region. METHODS The study first used data from the State Unintentional Drug Overdose Reporting System to compare the 635 Hispanic and 3593 Non-Hispanic (NH) White men who died of unintentional/undetermined opioid-related overdoses in Massachusetts in 2016-2018. Next, the study used 2015-2019 data from the Multiple Cause of Death online platform to: a) compare rates of drug overdose mortality in Hispanic versus NH White men in 54 counties in the Northeast United States; and b) examine associations with inequalities in poverty, educational attainment, unemployment, and uninsurance (from 2015-2019 American Community Survey data). RESULTS At the individual level, in Massachusetts, Hispanic and NH White men who died of opioid-related overdose differed in terms of educational attainment, birthplace, urbanicity, substance use disorder treatment history, and specific drugs involved in death. At the county level, in the Northeast region, each one-standard deviation increase in the ratio of the Hispanic to NH White poverty rate was associated with a 27% increase in the ratio of Hispanic to NH White male overdose mortality; each one-standard deviation increase in the ratio of the Hispanic to NH White unemployment rate was associated with a 43% increase in the ratio of Hispanic to NH White male overdose mortality. CONCLUSIONS Findings underscore the importance of equitable interventions and efforts to address inequalities in social determinants of health for Hispanic populations in the Northeast.
Collapse
Affiliation(s)
- Manuel Cano
- Department of Social Work, The University of Texas at San Antonio, San Antonio, Texas, USA
| | - Anna Agan
- Massachusetts Department of Public Health, Boston, Massachusetts, USA
| | - Lisa Bandoian
- Massachusetts Department of Public Health, Boston, Massachusetts, USA
| | - Lauren Larochelle
- Massachusetts Department of Public Health, Boston, Massachusetts, USA
| |
Collapse
|
20
|
Trappen SL, McLean KJ. Policing pain: A qualitative study of non-criminal justice approaches to managing opioid overdose during the COVID-19 pandemic. J Prev Interv Community 2021; 49:136-151. [PMID: 33998397 DOI: 10.1080/10852352.2021.1908206] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Opioid related drug overdose deaths are a leading cause of death and injury in the United States. While research demonstrates that where people live has a major impact on drug use and abuse, most work looks at social dynamics at the county level or under the rubric of the urban/rural divide. Only recently, scholarship has become attuned to the post-industrialized areas located on the fringes of urban cores. Data presented in here are from field research conducted in McKeesport, Pennsylvania, a small river town located east of Pittsburgh. Once a thriving industrial city, it is now deteriorated and has documented high levels of overdose experience. Preliminary results suggest that McKeesport residents, even before the emergence of SARS-CoV-2 (COVID-19), practice social and physical distancing as a way of life; data indicate how the pandemic potentially exacerbates the risk of accidental opioid overdose among a population defined by both geographic and social isolation.
Collapse
Affiliation(s)
- Sandra L Trappen
- Department of Criminal Justice, Penn State University, Greater Allegheny, McKeesport, PA, USA
| | - Katherine J McLean
- Department of Criminal Justice, Penn State University, Greater Allegheny, McKeesport, PA, USA
| |
Collapse
|
21
|
Navigating post-eviction drug use amidst a changing drug supply: A spatially-oriented qualitative study of overlapping housing and overdose crises in Vancouver, Canada. Drug Alcohol Depend 2021; 222:108666. [PMID: 33766440 PMCID: PMC8117050 DOI: 10.1016/j.drugalcdep.2021.108666] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 01/22/2021] [Accepted: 01/31/2021] [Indexed: 01/09/2023]
Abstract
BACKGROUND North American cities are experiencing intersecting housing and overdose crises as illicit drug markets become marked by the proliferation of fentanyl and methamphetamine. Despite recent research documenting associations between evictions and drug-related risks and harms, including overdose, the mechanisms through which these occur remain poorly understood. This study to examines how evictions shape the drug use practices of people who use drugs in Vancouver's Downtown Eastside - a neighbourhood with an established drug scene - as the illicit drug supply changed. METHODS Qualitative interviews and geo-spatial data collection were conducted with 56 recently evicted PWUD. Data were analyzed by interfacing qualitative and geo-spatial data, and interpreted focusing on how structural vulnerability shaped spatial practices and drug-related risks post-eviction. RESULTS Findings demonstrate how post-eviction spatial practices and routines produced risk and harm as participants navigated the uncertainties of housing vulnerability and drug supply changes. Post-eviction disruptions complicated participants' ability to engage with trusted drug sellers. Changes to spatial patterns and access to private spaces rendered public drug use inevitable, though this was mitigated to some degree by harm reduction supports. Abrupt changes to drug use patterns occurred due to post-eviction disruptions and included instrumental uses of methamphetamine to increase alertness and navigate survival amidst severe hardship. CONCLUSIONS Findings demonstrate how post-eviction changes to routines and spatial patterns are framed by structural vulnerability and can exacerbate drug-related harms, particularly in the context of a changing drug supply. There is an urgent need for structural interventions and harm reduction responses to mitigate harms associated with evictions.
Collapse
|
22
|
Cerdá M, Krawczyk N, Hamilton L, Rudolph KE, Friedman SR, Keyes KM. A Critical Review of the Social and Behavioral Contributions to the Overdose Epidemic. Annu Rev Public Health 2021; 42:95-114. [PMID: 33256535 PMCID: PMC8675278 DOI: 10.1146/annurev-publhealth-090419-102727] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
More than 750,000 people in the United States died from an overdose between 1999 and 2018; two-thirds of those deaths involved an opioid. In this review, we present trends in opioid overdose rates during this period and discuss how the proliferation of opioid prescribing to treat chronic pain, changes in the heroin and illegally manufactured opioid synthetics markets, and social factors, including deindustrialization and concentrated poverty, contributed to the rise of the overdose epidemic. We also examine how current policies implemented to address the overdose epidemic may have contributed to reducing prescription opioid overdoses but increased overdoses involving illegal opioids. Finally, we identify new directions for research to understand the causes and solutions to this critical public health problem, including research on heterogeneous policy effects across social groups, effective approaches to reduce overdoses of illegal opioids, and the role of social contexts in shaping policy implementation and impact.
Collapse
Affiliation(s)
- Magdalena Cerdá
- Center for Opioid Epidemiology and Policy, Department of Population Health, Grossman School of Medicine, New York University, New York, NY 10016, USA; , , ,
| | - Noa Krawczyk
- Center for Opioid Epidemiology and Policy, Department of Population Health, Grossman School of Medicine, New York University, New York, NY 10016, USA; , , ,
| | - Leah Hamilton
- Center for Opioid Epidemiology and Policy, Department of Population Health, Grossman School of Medicine, New York University, New York, NY 10016, USA; , , ,
| | - Kara E Rudolph
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY 10027, USA; ,
| | - Samuel R Friedman
- Center for Opioid Epidemiology and Policy, Department of Population Health, Grossman School of Medicine, New York University, New York, NY 10016, USA; , , ,
| | - Katherine M Keyes
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY 10027, USA; ,
| |
Collapse
|