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Kaki S, Hawkins D. Drug poisoning deaths by occupation and drug type, Massachusetts 2010-2019. Ann Work Expo Health 2024; 68:243-255. [PMID: 38387605 DOI: 10.1093/annweh/wxae001] [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: 10/01/2022] [Accepted: 01/10/2024] [Indexed: 02/24/2024] Open
Abstract
OBJECTIVE To investigate variation in drug poisoning mortality rates by drug type and occupation in Massachusetts. METHODS Death certificates for deaths by drug poisonings occurring between 2010 and 2019 in Massachusetts were coded based on the decedent's occupation. Mortality rates and rate ratios (with all other occupations as the reference group) were calculated based on the occupation of the workers according to drug type. Poisson regression was used to determine significantly elevated mortality rates and trends in drug poisoning deaths by occupation and drug type. RESULTS The rate of drug poisoning deaths increased from 2010 to 2016 after which they plateaued. With respect to specific substances, fentanyl- and cocaine-related deaths increased throughout the surveillance period. For drug poisoning deaths overall, workers in construction trades (3,017); food preparation and serving (1,116); transportation and material moving (1,062) occupations had the highest number of drug poisoning deaths. When adjusting for age, sex, race/ethnicity, and educational attainment, workers in 7 occupations had significantly elevated mortality rate ratios for drug poisonings overall: farming, fishing, and forestry (3.42, P < 0.001); construction trades (2.58, P < 0.001); health care support (1.61, P < 0.001); community and social service (1.60, P < 0.001); food preparation and serving related (1.54, P < 0.001); personal care and service (1.37, P < 0.001); and arts, design, entertainment, sports, and media (1.21, P = 0.010). In many cases, workers in these same occupations had elevated mortality rate ratios for poisonings from specific substances. Health care practitioners and technical occupation workers only had elevated rates for methadone-related poisonings (1.73, P = 0.010). CONCLUSIONS These findings highlight that workers in certain occupations have an elevated risk for drug poisonings and that the patterns differ with respect to the drug type. These findings can be useful for providing services to workers in high-risk occupations and in identifying occupational factors that may be related to the risk of drug poisoning death. While previous research has begun to uncover work-related factors that may contribute to opioid use, further work is needed to identify occupational factors that may contribute to psychostimulant and benzodiazepine use.
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Affiliation(s)
- Sahith Kaki
- Premedical Health Studies Program, School of Arts and Sciences, MCPHS University, 179 Longwood Ave, Boston, MA 02115, United States
| | - Devan Hawkins
- Public Health Program, School of Arts and Sciences, MCPHS University, 179 Longwood Ave, Boston, MA 02115, United States
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Drug overdose mortality is associated with employment status and occupation in the National Longitudinal Mortality Study. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2020; 46:769-776. [PMID: 32990475 DOI: 10.1080/00952990.2020.1820018] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND Since 1999, over 702,000 people in the US have died of a drug overdose, and the drug overdose death rate has increased from 6.2 to 21.8 per 100,000. Employment status and occupation may be important social determinants of overdose deaths. OBJECTIVES Estimate the risk of drug overdose death by employment status and occupation, controlling for other social and demographic factors known to be associated with overdose deaths. METHODS Proportional hazard models were used to study US adults in the National Longitudinal Mortality Study with baseline measurements taken in the early 2000s and up to 6 years of follow-up (n = 438,739, 53% female, 47% male). Comparisons were made between adults with different employment statuses (employed, unemployed, disabled, etc.) and occupations (sales, construction, service occupations, etc.). Models were adjusted for age, sex, race/ethnicity, education, income and marital status. RESULTS Adults who were disabled (hazard ratio (HR) = 6.96 (95% CI = 6.81-7.12)), unemployed (HR = 4.20, 95% CI = 4.09-4.32) and retired (HR = 2.94, 95% CI = 2.87-3.00) were at higher risk of overdose death relative to those who were employed. By occupation, those working in service (HR = 2.05, 95% CI = 1.97-2.13); construction and extraction (HR = 1.69, 95% CI = 1.64-1.76); management, business and financial (HR = 1.39, 95% CI = 1.33-1.44); and installation, maintenance and repair (HR = 1.32, 95% CI = 1.25-1.40) occupations displayed higher risk relative to professional occupations. CONCLUSIONS In a large national cohort followed prospectively for up to 6 years, several employment statuses and occupations are associated with overdose deaths, independent of a range of other factors. Efforts to prevent overdose deaths may benefit from focusing on these high-risk groups.
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Peterson C, Schumacher PK, Steege AL. Demographic considerations in analyzing decedents by usual occupation. Am J Ind Med 2020; 63:663-675. [PMID: 32445511 DOI: 10.1002/ajim.23123] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 05/05/2020] [Accepted: 05/06/2020] [Indexed: 11/08/2022]
Abstract
BACKGROUND Public health research uses decedents' usual industry and occupation (I&O) from US death certificates to assess mortality incidence and risk factors. Of necessity, such research may exclude decedents with insufficient I&O information, and assume death certificates reflect current (at time of death) I&O. This study explored the demographic implications of such research conditions by describing usual occupation and current employment status among decedents by demographic characteristics in a large multistate data set. METHODS Death certificate occupations classified by Standard Occupational Classification (SOC) (ie, compensated occupation) and other categories (eg, student) for 36 507 decedents (suicide, homicide, other, undetermined intent) age 22+ years from the 2016 National Violent Death Reporting System's (NVDRS) 32 US states were analyzed. Decedents not employed at the time of death (eg, laid off) were identified through nondeath certificate NVDRS data sources (eg, law enforcement reports). RESULTS Female decedents, younger (age < 30 years) male decedents, some non-White racial group decedents, less educated decedents, and undetermined intent death decedents were statistically less likely to be classified by SOC based on death certificates-primarily due to insufficient information. Decedents classified by SOC from death certificates but whose non-death certificate data indicated no employment at the time of death were more often 30+ years old, White, less educated, died by suicide, or had nonmanagement occupations. CONCLUSIONS Whether decedents have classifiable occupations from death certificates may vary by demographic characteristics. Research studies that assess decedents by usual I&O can identify and describe how any such demographic trends may affect research results on particular public health topics.
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Affiliation(s)
- Cora Peterson
- Division of Injury Prevention, National Center for Injury Prevention and ControlCenters for Disease Control and Prevention Atlanta Georgia
| | - Pamela K. Schumacher
- Division of Field Studies and Engineering, National Institute for Occupational Safety and HealthCenters for Disease Control and Prevention Cinicinnati Ohio
| | - Andrea L. Steege
- Division of Field Studies and Engineering, National Institute for Occupational Safety and HealthCenters for Disease Control and Prevention Cinicinnati Ohio
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Oliveri AN, Wang L, Rosenman KD. Assessing the accuracy of the death certificate injury at work box for identifying fatal occupational injuries in Michigan. Am J Ind Med 2020; 63:527-534. [PMID: 32144950 DOI: 10.1002/ajim.23100] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 01/30/2020] [Accepted: 02/18/2020] [Indexed: 11/06/2022]
Abstract
BACKGROUND Death certificates contain a box labeled "Injury at Work" which is to be marked "Yes" for all fatal occupational injuries. The accuracy of this box in Michigan is not fully characterized. METHODS The accuracy of the Injury at Work box on the Michigan death certificate was compared to deaths identified from 2001 through 2016 by the Michigan Fatality Assessment and Control Evaluation multi-source surveillance system. The sensitivity was calculated across this time period, while specificity and positive and negative predictive values were derived for 2011-2016. Univariate and multivariate regression were used to examine differences in the sensitivity over time and across demographic variables, industry, and the type of death. RESULTS We found a sensitivity for the Injury at Work box of 73.1% among 2156 deaths. The sensitivity showed a significant declining trend over the 17 years, from 79.8% to 63.1%. Sensitivity varied significantly across incident type (aircraft, animal-related, drug overdose, motor vehicle, and suicides having particularly lower sensitivities, and electrocutions, falls, and machine-related incidents having higher sensitivities), and industry sector (construction, manufacturing, public safety, transportation, and trade sectors having higher sensitivities, and agriculture and services sectors showing lower sensitivities). Across nearly all categories the sensitivity was significantly below 1. CONCLUSIONS The Injury at Work box on the Michigan death certificate was often incorrectly completed and has become less accurate with time, though the degree of this inaccuracy varies by the industry of the victim and the type of incident.
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Affiliation(s)
- Anthony N. Oliveri
- Division of Occupational and Environmental MedicineMichigan State UniversityEast Lansing Michigan
| | - Ling Wang
- Division of Occupational and Environmental MedicineMichigan State UniversityEast Lansing Michigan
| | - Kenneth D. Rosenman
- Division of Occupational and Environmental MedicineMichigan State UniversityEast Lansing Michigan
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Silver SR, Tsai RJ, Morris CR, Boiano JM, Ju J, Scocozza MS, Calvert GM. Codability of industry and occupation information from cancer registry records: Differences by patient demographics, casefinding source, payor, and cancer type. Am J Ind Med 2018; 61:524-532. [PMID: 29574892 DOI: 10.1002/ajim.22840] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/21/2018] [Indexed: 11/06/2022]
Abstract
INTRODUCTION Industry and occupation (I&O) information collected by cancer registries is useful for assessing associations among jobs and malignancies. However, systematic differences in I&O availability can bias findings. METHODS Codability by patient demographics, payor, identifying (casefinding) source, and cancer site was assessed using I&O text from first primaries diagnosed 2011-2012 and reported to California Cancer Registry. I&O were coded to a U.S. Census code or classified as blank/inadequate/unknown, retired, or not working for pay. RESULTS Industry was codable for 37% of cases; 50% had "unknown" and 9% "retired" instead of usual industry. Cases initially reported by hospitals, covered by preferred providers, or with known occupational etiology had highest codable industry; cases from private pathology laboratories, with Medicaid, or diagnosed in outpatient settings had least. Occupation results were similar. CONCLUSIONS Recording usual I&O for retirees and improving linkages for reporting entities without patient access would improve I&O codability and research validity.
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Affiliation(s)
- Sharon R. Silver
- National Institute for Occupational Safety and Health; Division of Surveillance; Hazard Evaluations, and Field Studies; Cincinnati Ohio
| | - Rebecca J. Tsai
- National Institute for Occupational Safety and Health; Division of Surveillance; Hazard Evaluations, and Field Studies; Cincinnati Ohio
| | - Cyllene R. Morris
- California Cancer Reporting and Epidemiologic Surveillance Program; Institute for Population Health Improvement; University of California Davis Health; Sacramento California
| | - James M. Boiano
- National Institute for Occupational Safety and Health; Division of Surveillance; Hazard Evaluations, and Field Studies; Cincinnati Ohio
| | - Jun Ju
- National Institute for Occupational Safety and Health; Division of Surveillance; Hazard Evaluations, and Field Studies; Cincinnati Ohio
| | - Marilyn S. Scocozza
- California Cancer Reporting and Epidemiologic Surveillance Program; Institute for Population Health Improvement; University of California Davis Health; Sacramento California
| | - Geoffrey M. Calvert
- National Institute for Occupational Safety and Health; Division of Surveillance; Hazard Evaluations, and Field Studies; Cincinnati Ohio
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Möhner M, Pohrt A, Gellissen J. Occupational exposure to respirable crystalline silica and chronic non-malignant renal disease: systematic review and meta-analysis. Int Arch Occup Environ Health 2017; 90:555-574. [PMID: 28409224 PMCID: PMC5583269 DOI: 10.1007/s00420-017-1219-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Accepted: 04/05/2017] [Indexed: 12/12/2022]
Abstract
Background While occupational exposure to respirable silica is known to lead to lung disease, most notably silicosis, its association with chronic kidney disease is unclear. Objectives This review explores the association between occupational exposure to respirable silica and chronic non-malignant renal disease such as glomerulonephritis. The evidence has been collected and compiled. Possible sources of bias are thoroughly discussed. Methods Cohort studies with silica exposure and case–control studies of renal disease were searched in PubMed until January 2015. Two authors independently abstracted data; any disagreement was resolved by consulting a third reviewer. A meta-analysis was performed to evaluate the association to silica exposure. Results A total of 23 cohort and four case–control studies were included in the analysis. The meta-analysis of cohort studies yielded elevated overall SMRs for renal disease. Some studies, however, included dose–response analyses, most of which did not show a positive trend. The approaches and results of the case–control studies were very heterogeneous. Conclusions While the studies of cohorts exposed to silica found elevated SMRs for renal disease, no clear evidence of a dose–response relationship emerged. The elevated risk may be attributed to diagnostic and methodological issues. In order to permit a reliable estimation of a possible causal link, exposed cohorts should be monitored for renal disease, as the information from mortality studies is hardly reliable in this field. Electronic supplementary material The online version of this article (doi:10.1007/s00420-017-1219-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Matthias Möhner
- Division of Work and Health, Federal Institute for Occupational Safety and Health, Nöldnerstr. 40/42, 10317, Berlin, Germany.
| | - Anne Pohrt
- Division of Work and Health, Federal Institute for Occupational Safety and Health, Nöldnerstr. 40/42, 10317, Berlin, Germany
| | - Johannes Gellissen
- Division of Work and Health, Federal Institute for Occupational Safety and Health, Nöldnerstr. 40/42, 10317, Berlin, Germany
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Wirth M, Vena JE, Smith EK, Bauer SE, Violanti J, Burch J. The epidemiology of cancer among police officers. Am J Ind Med 2013; 56:439-53. [PMID: 23255299 PMCID: PMC3655699 DOI: 10.1002/ajim.22145] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/07/2012] [Indexed: 11/10/2022]
Abstract
BACKGROUND This review summarizes peer-reviewed studies examining cancer risks among police officers. It provides an overview of existing research limitations and uncertainties and the plausible etiologic risk factors associated with cancer in this understudied occupation. METHODS Previous cancer studies among police officers were obtained via a systematic review of the MEDLINE, CABDirect, and Web of Science bibliographic databases. RESULTS Quality observational studies of cancer among police officers are sparse and subject to limitations in exposure assessment and other methods. Results from three studies suggested possible increased mortality risks for all cancers, and cancers of the colon, kidney, digestive system, esophagus, male breast, and testis, as well as Hodgkin's disease. Few incidence studies have been performed, and results have been mixed, although some associations with police work have been observed for thyroid, skin, and male breast cancer. CONCLUSIONS Police are exposed to a mix of known or suspected agents or activities that increase cancer risk. Epidemiologic evidence to date is sparse and inconsistent. There is a critical need for more research to understand the biological and social processes underlying exposures and the suggested disproportionate risks and to identify effective prevention strategies.
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Affiliation(s)
- Michael Wirth
- South Carolina Statewide Cancer Prevention and Control Program, Department of Epidemiology and Biostatistics, University of South Carolina, Columbia, South Carolina
| | - John E. Vena
- Department of Epidemiology and Biostatistics, College of Public Health, University of Georgia, Athens, Georgia
- Department of Social and Preventive Medicine, State University of New York at Buffalo, Buffalo, New York
| | - Emily K. Smith
- Department of Epidemiology and Biostatistics, College of Public Health, University of Georgia, Athens, Georgia
| | - Sarah E. Bauer
- Department of Epidemiology and Biostatistics, College of Public Health, University of Georgia, Athens, Georgia
| | - John Violanti
- Department of Social and Preventive Medicine, State University of New York at Buffalo, Buffalo, New York
| | - James Burch
- South Carolina Statewide Cancer Prevention and Control Program, Department of Epidemiology and Biostatistics, University of South Carolina, Columbia, South Carolina
- Dorn Department of Veteran’s Affairs Medical Center, Columbia, South Carolina
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Denny K, Davidson MJ. Area-based socio-economic measures as tools for health disparities research, policy and planning. Canadian Journal of Public Health 2012. [PMID: 23618070 DOI: 10.1007/bf03403822] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Keith Denny
- Research & Policy, Canadian Healthcare Association, 17 York St., Ottawa, ON, Canada.
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Denny K, Davidson MJ. Area-based socio-economic measures as tools for health disparities research, policy and planning. CANADIAN JOURNAL OF PUBLIC HEALTH = REVUE CANADIENNE DE SANTE PUBLIQUE 2012; 103:S4-6. [PMID: 23618070 PMCID: PMC6973558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 07/20/2012] [Accepted: 09/05/2012] [Indexed: 11/14/2023]
Affiliation(s)
- Keith Denny
- Research & Policy, Canadian Healthcare Association, 17 York St., Ottawa, ON, Canada.
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