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Mekonnen TH, Russell G, Sheehan LR, Collie A, Di Donato M. Factors Associated with the Timing of Initial Visit to Healthcare Providers for Injured Workers with Low Back Pain Claims: A Multijurisdiction Retrospective Cohort. JOURNAL OF OCCUPATIONAL REHABILITATION 2025:10.1007/s10926-025-10268-5. [PMID: 39806239 DOI: 10.1007/s10926-025-10268-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/02/2025] [Indexed: 01/16/2025]
Abstract
PURPOSE Evidence shows that patient outcomes following musculoskeletal injury have been associated with the timing of care. Despite the increasing number of injured workers presenting with low back pain (LBP) in primary care, little is known about the factors that are associated with the timing of initial healthcare provider visits. This study investigated factors that are associated with the timing of initial workers' compensation (WC)-funded care provider visits for LBP claims. METHODS We used a retrospective cohort design. A standardised multi-jurisdiction database of LBP claims with injury dates from July 2011 to June 2015 was analysed. Determinants of the time to initial general practitioner (GPs) and or musculoskeletal (MSK) therapists were investigated using an accelerated failure time model, with a time ratio (TR) > 1 indicating a longer time to initial healthcare provider visit. RESULTS 9088 LBP claims were included. The median time to first healthcare provider visit was 3 days (interquartile range (IQR) 1-9). Compared to General practitioners (GPs) (median 3 days, IQR 1-8), the timing of initial consultation was longer if the first healthcare providers were MSK therapists (median 5 days, IQR 2-14) (p < 0.001). Female workers had a shorter time to first healthcare provider visit [TR = 0.87; 95% CI (0.78, 0.97)] compared to males. It took twice as long to see MSK therapists first as it did to see GPs for injured workers [TR = 2.12; 95% CI (1.88, 2.40)]. Professional workers and those from remote areas also experienced delayed initial healthcare provider visits. CONCLUSIONS The time to initial healthcare provider visit for compensable LBP varied significantly by certain occupational and contextual factors. Further research is needed to investigate the impact of the timing of initial visits to healthcare providers on claim outcomes.
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Affiliation(s)
- Tesfaye Hambisa Mekonnen
- Department of General Practice, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia.
- Department of Environmental and Occupational Health and Safety, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, P.O. Box. 196, Gondar, Ethiopia.
| | - Grant Russell
- Department of General Practice, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, VIC, 3004, Australia
| | - Luke R Sheehan
- 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
| | - Michael Di Donato
- 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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Mekonnen TH, Di Donato M, Collie A, Russell G. Time to Service and Its Relationship with Outcomes in Workers with Compensated Musculoskeletal Conditions: A Scoping Review. JOURNAL OF OCCUPATIONAL REHABILITATION 2024; 34:522-554. [PMID: 38214782 PMCID: PMC11364620 DOI: 10.1007/s10926-023-10160-0] [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: 11/23/2023] [Indexed: 01/13/2024]
Abstract
PURPOSE A comprehensive review of the literature on the time between the onset of symptoms and the first episode of care and its effects on important worker outcomes in compensated musculoskeletal conditions is currently lacking. This scoping review aimed to summarize the factors associated with time to service and describe outcomes in workers with workers' compensation accepted claims for musculoskeletal conditions. METHODS We used the JBI guidelines for scoping reviews and reported following the PRISMA-ScR protocol. We included peer-reviewed articles published in English that measured the timing of health service initiation. We conducted searches in six databases, including Medline (Ovid), Embase (Ovid), PsycINFO, Cinahl Plus (EBSCOhost), Scopus, and the Web of Science. Peer-reviewed articles published up to November 01, 2022 were included. The evidence was summarized using a narrative synthesis. RESULTS Out of the 3502 studies identified, 31 were included. Eight studies reported the factors associated with time to service. Male workers, availability of return to work programmes, physically demanding occupations, and greater injury severity were associated with a shorter time to service, whereas female workers, a high number of employees in the workplace, and having legal representation were associated with a longer time to service. The relationship between time service and worker outcomes was observed in 25 studies, with early access to physical therapy and biopsychosocial interventions indicating favourable outcomes. Conversely, early opioids, and MRI in the absence of severe underlying conditions were associated with a longer duration of disability, higher claim costs, and increased healthcare utilization. CONCLUSION Existing evidence suggests that the time to service for individuals with compensated musculoskeletal conditions was found to be associated with several characteristics. The relationship between time to service and worker outcomes was consistently indicated in the majority of the studies. This review highlights the need to consider patient-centred treatments and develop strategies to decrease early services with negative effects and increase access to early services with better outcomes.
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Affiliation(s)
- Tesfaye Hambisa Mekonnen
- Department of General Practice, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, 3004, Australia.
| | - Michael Di Donato
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, 3004, Australia
| | - Alex Collie
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, 3004, Australia
| | - Grant Russell
- Department of General Practice, School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne, 3004, Australia
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Wagner SL, White N, White M, Fyfe T, Matthews LR, Randall C, Regehr C, Alden LE, Buys N, Carey MG, Corneil W, Krutop E, Fraess-Phillips A. Work outcomes in public safety personnel after potentially traumatic events: A systematic review. Am J Ind Med 2024; 67:387-441. [PMID: 38458612 DOI: 10.1002/ajim.23577] [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: 11/08/2023] [Revised: 01/29/2024] [Accepted: 02/18/2024] [Indexed: 03/10/2024]
Abstract
BACKGROUND It is well documented that public safety personnel are exposed to potentially traumatic events (PTEs) at elevated frequency and demonstrate higher prevalence of trauma-related symptoms compared to the general population. Lesser studied to date are the organizational consequences of workplace PTE exposure and associated mental health outcomes such as acute/posttraumatic stress disorder (ASD/PTSD), depression, and anxiety. METHODS The present review synthesizes international literature on work outcomes in public safety personnel (PSP) to explore whether and how PTE and trauma-related symptoms relate to workplace outcomes. A total of N = 55 eligible articles examining PTE or trauma-related symptoms in relation to work outcomes were systematically reviewed using best-evidence narrative synthesis. RESULTS Three primary work outcomes emerged across the literature: absenteeism, productivity/performance, and costs to organization. Across n = 21 studies of absenteeism, there was strong evidence that PTE or trauma-related symptoms are associated with increased sickness absence. N = 27 studies on productivity/performance demonstrated overall strong evidence of negative impacts in the workplace. N = 7 studies on cost to organizations demonstrated weak evidence that PTE exposure or trauma-related mental health outcomes are associated with increased cost to organization. CONCLUSIONS Based on available evidence, the experience of workplace PTE or trauma-related symptoms is associated with negative impact on PSP occupational functioning, though important potential confounds (e.g., organizational strain and individual risk factors) remain to be more extensively investigated.
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Affiliation(s)
- Shannon L Wagner
- Office of the Vice President Research, Thompson Rivers University, Kamloops, British Columbia, Canada
| | - Nicole White
- Department of Health Sciences, School of Health Sciences, University of Northern British Columbia, Prince George, British Columbia, Canada
| | - Marc White
- Department of Family Practice, University of British Columbia, Vancouver, British Columbia, Canada
| | - Trina Fyfe
- Northern Medical Program, University of Northern British Columbia, Prince George, British Columbia, Canada
| | - Lynda R Matthews
- Sydney School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia
| | - Christine Randall
- School of Health Sciences & Social Work, Menzies Health Institute of Queensland, Griffith University, Southport, Queensland, Australia
| | - Cheryl Regehr
- Faculty of Social Work, University of Toronto, Toronto, Ontario, Canada
| | - Lynn E Alden
- Department of Psychology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Nicholas Buys
- School of Health Sciences & Social Work, Menzies Health Institute of Queensland, Griffith University, Southport, Queensland, Australia
| | - Mary G Carey
- School of Nursing, University of Rochester, Rochester, New York, USA
| | - Wayne Corneil
- Interdisciplinary School of Health Sciences & Telfer School of Management, University of Ottawa, Ottawa, Ontario, Canada
| | - Elyssa Krutop
- Aligned Counselling, Kamloops, British Columbia, Canada
| | - Alex Fraess-Phillips
- Department of Health Sciences, School of Health Sciences, University of Northern British Columbia, Prince George, British Columbia, Canada
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Lee P, Xia T, Zomer E, van Vreden C, Pritchard E, Newnam S, Collie A, Iles R, Ademi Z. Exploring the Health and Economic Burden Among Truck Drivers in Australia: A Health Economic Modelling Study. JOURNAL OF OCCUPATIONAL REHABILITATION 2023; 33:389-398. [PMID: 36357754 PMCID: PMC9648998 DOI: 10.1007/s10926-022-10081-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 10/17/2022] [Indexed: 05/12/2023]
Abstract
Background The transport and logistics industry contributes to a significant proportion of the Australian economy. However, few studies have explored the economic and clinical burden attributed to poor truck driver health. We therefore estimated the work-related mortality burden among truck drivers over a 10-year period. Methods Dynamic life table modelling was used to simulate the follow-up of the Australian male working-age population (aged 15-65 years) over a 10-year period of follow-up (2021-2030). The model estimated the number of deaths occurring among the Australian working population, as well as deaths occurring for male truck drivers. Data from the Driving Health study and other published sources were used to inform work-related mortality and associated productivity loss, hospitalisations and medication costs, patient utilities and the value of statistical life year (VoSLY). All outcomes were discounted by 5% per annum. Results Over 10 years, poor truck driver health was associated with a loss of 21,173 years of life lived (discounted), or 18,294 QALYs (discounted). Healthcare costs amounted to AU$485 million (discounted) over this period. From a broader, societal perspective, a total cost of AU$2.6 billion (discounted) in lost productivity and AU$4.7 billion in lost years of life was estimated over a 10-year period. Scenario analyses supported the robustness of our findings. Conclusions The health and economic consequences of poor driver health are significant, and highlight the need for interventions to reduce the burden of work-related injury or disease for truck drivers and other transport workers.
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Affiliation(s)
- Peter Lee
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia.
- School of Health and Social Development, Deakin University, 221 Burwood Highway, Melbourne, VIC, 3125, Australia.
| | - Ting Xia
- Monash Addiction Research Centre, Monash University, Melbourne, Australia
| | - Ella Zomer
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Caryn van Vreden
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Elizabeth Pritchard
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Sharon Newnam
- Monash University Accident Research Centre, Melbourne, Australia
| | - Alex Collie
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Ross Iles
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Zanfina Ademi
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Melbourne, Australia
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