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Friedman LS, Go LHT, Dang N, Shannon B, Bonney T, Richardson D, Cohen RA, Almberg KS. The Association Between Employment in Coal Mining and History of Injury, Current Pain, and Prescription Opioid Use. Am J Ind Med 2025; 68:76-88. [PMID: 39609256 DOI: 10.1002/ajim.23679] [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: 06/26/2024] [Revised: 11/04/2024] [Accepted: 11/06/2024] [Indexed: 11/30/2024]
Abstract
BACKGROUND Coal mining involves heavy physical demand, which is associated with increased risk of injury and long-term musculoskeletal health disorders and chronic pain. Management of chronic or recurrent pain is in turn associated with prescription opioid use and risk of opioid use disorder (OUD). METHODS We analyzed clinical data from 5463 coal miners evaluated between 2004 and 2015. Using an iterative text mining procedure, we analyzed structured clinical notes to extract information on occupational histories and clinical data. We evaluated associations along the causal chain using a series of multivariable logistic regression models to determine the relationship between (1) specific mining occupations and history of traumatic injury, (2) history of traumatic injury and current pain, and (3) current pain and current prescription opioid use. RESULTS Among these mostly-former coal miners (mean age 62.4 years), the average coal mining tenure was 27.3 years; 88.4% reported being previously injured, 92.3% reported suffering from current pain and 39.2% reported current prescription opioid use. Occupations involving the most strenuous mining work were associated with a history of traumatic injury. A history of traumatic injury to body regions of the head/neck/back/spine was associated with current pain involving the head/neck/back/spine (adjusted OR = 5.04; CI 95%: 4.46, 5.70; p < 0.001). In a separate model, reported current pain of the head/neck/back/spine was associated with current prescription opioid use (aOR = 2.66; CI 95%: 2.35, 3.01; p < 0.001). CONCLUSIONS These miners had a high prevalence of self-reported current pain, and certain specific mining occupations were more strongly associated with a history of injury, pain, and prescription opioid use.
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Affiliation(s)
- Lee S Friedman
- Division of Environmental and Occupational Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, Illinois, USA
| | - Leonard H T Go
- Division of Environmental and Occupational Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, Illinois, USA
| | - Nhan Dang
- Division of Environmental and Occupational Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, Illinois, USA
| | - Brett Shannon
- Division of Environmental and Occupational Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, Illinois, USA
| | - Tessa Bonney
- Division of Environmental and Occupational Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, Illinois, USA
| | - Devon Richardson
- Division of Environmental and Occupational Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, Illinois, USA
| | - Robert A Cohen
- Division of Environmental and Occupational Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, Illinois, USA
| | - Kirsten S Almberg
- Division of Environmental and Occupational Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, Illinois, USA
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Tefera YG, Gray S, Nielsen S, Gelaw A, Collie A. Impact of Prescription Medicines on Work-Related Outcomes in Workers with Musculoskeletal Disorders or Injuries: A Systematic Scoping Review. JOURNAL OF OCCUPATIONAL REHABILITATION 2024; 34:398-414. [PMID: 37934329 PMCID: PMC11180015 DOI: 10.1007/s10926-023-10138-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/10/2023] [Indexed: 11/08/2023]
Abstract
PURPOSE Medicines are often prescribed to workers with musculoskeletal disorders (MSDs) and injuries to relieve pain and facilitate their recovery and return to work. However, there is a growing concern that prescription medicines may have adverse effects on work function. This scoping review aimed to summarize the existing empirical evidence on prescription medicine use by workers with MSD or injury and its relationship with work-related outcomes. METHODS We identified studies through structured searching of MEDLINE, EMBASE, PsycINFO, CINAHL Plus, Scopus, Web of Science and Cochrane library databases, and via searching of dissertations, theses, and grey literature databases. Studies that examined the association between prescription medicine and work-related outcomes in working age people with injury or MSDs, and were published in English after the year 2000 were eligible. RESULTS From the 4884 records identified, 65 studies were included for review. Back disorders and opioids were the most commonly studied musculoskeletal conditions and prescription medicines, respectively. Most studies showed a negative relationship between prescription medicines and work outcomes. Opioids, psychotropics and their combination were the most common medicines associated with adverse work outcomes. Opioid prescriptions with early initiation, long-term use, strong and/or high dose and extended pre- and post-operative use in workers' compensation setting were consistently associated with adverse work function. We found emerging but inconsistent evidence that skeletal muscle relaxants and non-steroidal anti-inflammatory drugs were associated with unfavorable work outcomes. CONCLUSION Opioids and other prescription medicines might be associated with adverse work outcomes. However, the evidence is conflicting and there were relatively fewer studies on non-opioid medicines. Further studies with more robust design are required to enable more definitive exploration of causal relationships and settle inconsistent evidence.
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Affiliation(s)
- Yonas Getaye Tefera
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia.
| | - Shannon Gray
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia
| | - Suzanne Nielsen
- Monash Addiction Research Centre, Eastern Health Clinical School, Monash University, 47-49 Moorooduc Hwy, Frankston, 3199, Australia
| | - Asmare Gelaw
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia
| | - Alex Collie
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia
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Lavin RA, Yuspeh L, Kalia N, Tsourmas NF, Leung N, Hunt DL, Green-McKenzie J, Bernacki EJ, Tao XG. Dose Escalations Among Workers' Compensation Claimants Using Opioid Medications-An 8 Year Postinjury Follow up Study. J Occup Environ Med 2023; 65:e558-e564. [PMID: 37231640 DOI: 10.1097/jom.0000000000002893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
OBJECTIVE The aim of the study is to determine the morphine equivalent dose in milligrams (MED)/day escalation trend after initial utilization. METHODS A total of 25,108 lost time claims filed between 1998 and 2007 were followed for 8 years from injury date. Claims were stratified by initial MED/day at 3 months after injury into four groups (0, 1 to < 15, 15 to < 30, and ≥30 MED/day). The slopes in MED/year of opioid dose escalation were determined for each initial MED/day group. RESULTS The slopes of MED/day escalation by initial MED categories were similar ( P ≥ 0.05) ranging from 5.38 to 7.76 MED annually. On average, MED/day increased in a liner pattern with a slope at 6.28 MED/year ( P < 0.01). CONCLUSIONS Opioid MED/day increased in a linear pattern, regardless of initial MED/day dose.
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Affiliation(s)
- Robert A Lavin
- From the Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland (R.A.L., L.Y., N.K., N.F.T., N.L., E.J.B., X.G.T.); Strategy, Enterprise Risk, and Research, Louisiana Workers' Compensation Corporation, Baton Rouge, Louisiana (L.Y.); Texas Mutual, Workers' Compensation Insurance, Austin, Texas (N.F.T., N.L.); General Electric, Norwalk, Connecticut (N.K.); Corporate Administration Office, AF Group, Lansing, Michigan (D.L.H.); and University of Pennsylvania, Perelman School of Medicine, Division of Occupational Medicine, Philadelphia, Pennsylvania (J.G.-M.)
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Abstract
The workplace is a key environment to impact employees, families, and communities to prevent further opioid and substance misuse, addiction, and overdose. However, it is often overlooked as an ideal location to launch a prevention intervention or support strategy. Employees in recovery, seeking treatment, and dealing with mental distress require employer support. Supports should consider the diversity of the work force and be culturally appropriate. Several data sources, tools, and other resources exist to aid employers in supporting their employees and addressing the opioid epidemic; a few from the National Safety Council are discussed. As well as suitable strategies to strengthen workplace prevention interventions and treatment access, in light of the opioid epidemic, coronavirus pandemic, and workplace disparities.
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Musculoskeletal Disorders and Prescription Opioid Use Among U.S. Construction Workers. J Occup Environ Med 2020; 62:973-979. [DOI: 10.1097/jom.0000000000002017] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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López Gómez MA, Williams JAR, Boden L, Sorensen G, Hopcia K, Hashimoto D, Sabbath E. The relationship of occupational injury and use of mental health care. JOURNAL OF SAFETY RESEARCH 2020; 74:227-232. [PMID: 32951787 PMCID: PMC10868658 DOI: 10.1016/j.jsr.2020.06.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 12/09/2019] [Accepted: 06/23/2020] [Indexed: 06/11/2023]
Abstract
INTRODUCTION Symptoms of depression and anxiety are a common consequence of occupational injury regardless of its cause and type. Nevertheless, mental health care is rarely covered by workers' compensation systems. The aim of this study was to assess the use of mental health care post-injury. METHODS We used a subsample of patient-care workers from the Boston Hospital Workers Health Study (BHWHS). We matched one injured worker with three uninjured workers during the period of 2012-2014 based on age and job title (nurse or patient-care associate) and looked at their mental health care use pre- and post-injury using medical claims data from the employer sponsored health plan. We used logistic regression analysis to assess the likelihood of mental health care use three and six months post-injury controlling for any pre-injury visits. Analyses were repeated separately by job title. RESULTS There were 556 injured workers between 2012 and 2014 that were matched with three uninjured workers at the time of injury (n = 1,649). Injured workers had a higher likelihood of seeking mental health care services than their uninjured counterparts during the six months after injury (OR = 1.646, 95% CI: 1.23-2.20), but not three months post-injury (OR = 0.825, 95% CI: 0.57-1.19). Patient-care associates had a higher likelihood to seek mental health care post-injury, than nurses (OR: 2.133 vs OR: 1.556) during the six months period. CONCLUSIONS Injured workers have a higher likelihood to experience symptoms of depression and anxiety based on their use of mental health care post-injury and use is more predominant among patient-care associates; however, our sample has a small number of patient-care associates. Practical Applications: Treating depression and anxiety as part of the workers' compensation system has the potential of preventing further physical ailment and improving the return to work process regardless of nature of injury.
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Affiliation(s)
| | - Jessica A R Williams
- Harvard T.H. Chan School of Public Health, United States; University of Kansas School of Medicine, University of Kansas Medical Center, Department of Health Policy and Management, United States; Dana-Farber Cancer Institute Center for Community-Based Research, United States.
| | - Leslie Boden
- Boston University School of Public Health, United States.
| | - Glorian Sorensen
- Harvard T.H. Chan School of Public Health, United States; Dana-Farber Cancer Institute Center for Community-Based Research, United States.
| | - Karen Hopcia
- Workplace Health and Wellbeing, Partners HealthCare System, United States.
| | - Dean Hashimoto
- Partners HealthCare, Inc., Boston, MA, United States; Boston College Law School, United States.
| | - Erika Sabbath
- Boston College, School of Social Work, United States.
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Abuse of Licit and Illicit Psychoactive Substances in the Workplace: Medical, Toxicological, and Forensic Aspects. J Clin Med 2020; 9:jcm9030770. [PMID: 32178358 PMCID: PMC7141377 DOI: 10.3390/jcm9030770] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 03/01/2020] [Accepted: 03/10/2020] [Indexed: 01/23/2023] Open
Abstract
About one-third of adult life is spent in the workplace. The use of psychoactive substances is a major preventable cause of morbidity and mortality. The consumption of psychoactive substances during or outside working hours greatly increases the frequency and severity of labor accidents, as well as the workers’ poor general state of health and productivity, implying higher costs for enterprises. It is the responsibility of organizations to ensure the safety and health of their workers. These cannot be limited to traditional routine clinical exams, as other aspects also have an impact on health. Thus, prevention and intervention in the consumption of psychoactive substances (e.g., ethanol, opioids, central nervous system stimulants or depressants, hallucinogens, Cannabis derivatives, dissociative substances, and inhalants) in labor activity should be considered as an investment of organizations and not as a cost, in view of the professional, personal, and family advantages for workers and employers, with a potential impact on productivity, security, health, and quality of life at work. Despite the extensive literature on the subject, each article generally focuses on one or another aspect of a very specific nature, not tackling the problem in a holistic way by confronting clinical, safety, and legal issues. This article presents a reflection on the legal, laboratorial, clinical, ethical, forensic, and safety concerns related to the consumption of psychoactive substances in the workplace, and can be a cross-cutting contribution to occupational medicine, forensic medicine, and insurance medicine, as well as for entrepreneurs, lawyers, judges, workers, and technicians from the public and private sectors that develop projects in this area. This discussion is based on general principles established internationally and highlights the role of the occupational healthcare system and other decision-making actors in the prevention and supervision of workplace psychoactive consumption.
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