1
|
Kneeland E, Ali N, Maislin DG, Chang YH, Epelboim J, Keenan BT, Pack AI. Achieving adherence to positive airway pressure in commercial drivers using an employer-mandated remote management programme. ERJ Open Res 2024; 10:00132-2024. [PMID: 39624375 PMCID: PMC11610067 DOI: 10.1183/23120541.00132-2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 06/13/2024] [Indexed: 12/09/2024] Open
Abstract
Background Obstructive sleep apnoea (OSA) is common in commercial drivers, and associated with increased risk of crashes if untreated, making diagnosis and effective treatment crucial in this population. Study design and methods This is a retrospective summary of a clinical programme based on telemedicine and remote treatment monitoring developed with a national trucking company to screen new hires in the USA for OSA and implement positive airway pressure (PAP) management. New hires were informed of the programme and consented as part of their employment. Drivers who did not comply with the evaluation or with PAP after diagnosis were removed from driving commercial vehicles by the company or did not pursue further employment. Results A total of 975 drivers were enrolled. Among screened drivers, 35.5% were cleared without a sleep study, 15.0% were cleared following a sleep study (apnoea-hypopnoea index (AHI) <5 events·h-1), 22.1% had mild OSA (AHI 5-15) and 27.4% had moderate-severe OSA (AHI ≥15). Those with moderate-severe OSA were more obese (body mass index 36.2±6.3 kg·m-2) and had more comorbidities. Of 269 drivers starting PAP, 160 (59.5%) maintained participation in a care management programme, 80 (29.7%) resigned or were terminated, 23 (8.6%) were cleared to discontinue PAP and six (2.2%) were complex cases requiring transfer of care. Illustrating effectiveness, those that maintained participation had excellent PAP adherence (5.27±1.61 h·night-1; 88.5±12.9% days used; 79.7±17.7% days used ≥4 h). Interpretation Remote assessment of OSA and PAP management in commercial drivers is feasible and effective. This approach has wide-ranging applications, particularly in populations and areas with a lack of sleep medicine providers.
Collapse
Affiliation(s)
- Elizabeth Kneeland
- Kneeland Consulting, Philadelphia, PA, USA
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- These authors contributed equally
| | - Nadia Ali
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- These authors contributed equally
| | - David G. Maislin
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Yoon Hee Chang
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- EvergreenHealth Sleep Disorders Center, Kirkland, WA, USA
| | - Joyce Epelboim
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Brendan T. Keenan
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Allan I. Pack
- Division of Sleep Medicine, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| |
Collapse
|
2
|
Apostolopoulos Y, Sönmez S, Thiese MS, Olufemi M, Gallos LK. A blueprint for a new commercial driving epidemiology: An emerging paradigm grounded in integrative exposome and network epistemologies. Am J Ind Med 2024; 67:515-531. [PMID: 38689533 DOI: 10.1002/ajim.23588] [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: 02/12/2024] [Revised: 03/29/2024] [Accepted: 04/15/2024] [Indexed: 05/02/2024]
Abstract
Excess health and safety risks of commercial drivers are largely determined by, embedded in, or operate as complex, dynamic, and randomly determined systems with interacting parts. Yet, prevailing epidemiology is entrenched in narrow, deterministic, and static exposure-response frameworks along with ensuing inadequate data and limiting methods, thereby perpetuating an incomplete understanding of commercial drivers' health and safety risks. This paper is grounded in our ongoing research that conceptualizes health and safety challenges of working people as multilayered "wholes" of interacting work and nonwork factors, exemplified by complex-systems epistemologies. Building upon and expanding these assumptions, herein we: (a) discuss how insights from integrative exposome and network-science-based frameworks can enhance our understanding of commercial drivers' chronic disease and injury burden; (b) introduce the "working life exposome of commercial driving" (WLE-CD)-an array of multifactorial and interdependent work and nonwork exposures and associated biological responses that concurrently or sequentially impact commercial drivers' health and safety during and beyond their work tenure; (c) conceptualize commercial drivers' health and safety risks as multilayered networks centered on the WLE-CD and network relational patterns and topological properties-that is, arrangement, connections, and relationships among network components-that largely govern risk dynamics; and (d) elucidate how integrative exposome and network-science-based innovations can contribute to a more comprehensive understanding of commercial drivers' chronic disease and injury risk dynamics. Development, validation, and proliferation of this emerging discourse can move commercial driving epidemiology to the frontier of science with implications for policy, action, other working populations, and population health at large.
Collapse
Affiliation(s)
| | - Sevil Sönmez
- College of Business, University of Central Florida, Orlando, Florida, USA
| | - Matthew S Thiese
- Rocky Mountain Center for Occupational and Environmental Health, University of Utah, Salt Lake City, Utah, USA
| | - Mubo Olufemi
- Rocky Mountain Center for Occupational and Environmental Health, University of Utah, Salt Lake City, Utah, USA
| | - Lazaros K Gallos
- DIMACS, Center for Discrete Mathematics & Theoretical Computer Science, Rutgers University, Piscataway, New Jersey, USA
| |
Collapse
|
3
|
Wada H, Nakano H, Sakurai S, Tanigawa T. Self-reported sleep tendency poorly predicts the presence of obstructive sleep apnea in commercial truck drivers. Sleep Med 2024; 115:109-113. [PMID: 38354681 DOI: 10.1016/j.sleep.2024.02.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 01/19/2024] [Accepted: 02/05/2024] [Indexed: 02/16/2024]
Abstract
BACKGROUND AND OBJECTIVES Drowsy driving increases the risk of motor vehicle crashes in those with untreated obstructive sleep apnea (OSA). Although previous studies indicated that excessive daytime sleepiness (EDS) might not predict OSA, they were not conclusive due to their small study sizes or restricted participants to sleep clinic patients. The overall objective was to determine whether self-reported EDS can be used for case identification of OSA among commercial truck drivers. METHODS Commercial truck drivers (N = 19,699) were screened for OSA-related symptoms. EDS was determined using the Epworth Sleepiness Scale (ESS) ≥ 11 and all participants completed the home sleep apnea test using a type 4 portable monitor to derive the respiratory event index (REI). Regression analyses were used to characterize the association between EDS and REI. RESULTS EDS was associated with OSA severity (p for trend <0.001). The sensitivity and specificity values of EDS for identifying moderate-to-severe OSA (REI ≥15 events/hour) were 0.10 and 0.93, respectively, and 0.48 and 0.71 if BMI ≥25 kg/m2 was added. Those using BMI ≥25 kg/m2 with OSA-related signs yielded the best sensitivity and specificity of 0.77 and 0.50, which were not improved by the addition of EDS. CONCLUSIONS Despite the associations between EDS and OSA severity and between OSA and lethal crash, case-identification of OSA using the ESS in commercial truck drivers is poor. Thus, OSA screening strategy may need a special approach, including a hierarchical combination of screening tools (Swiss Cheese Model approach), and incorporation of home sleep apnea testing.
Collapse
Affiliation(s)
- Hiroo Wada
- Department of Public Health, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo, Tokyo, 113-8421, Japan
| | - Hiroshi Nakano
- Sleep Disorders Centre, National Hospital Organization Fukuoka National Hospital, 4-39-1 Yakatabaru, Minami-ku, Fukuoka, 811-1394, Japan
| | - Susumu Sakurai
- Department of Clinical Laboratory Science, Meiji Pharmaceutical University, 2-522-1 Noshio, Kiyose, Tokyo, 204-8588, Japan
| | - Takeshi Tanigawa
- Department of Public Health, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo, Tokyo, 113-8421, Japan.
| |
Collapse
|
4
|
Snyder P, Carbone E, Heaton K, Hammond S. Program Evaluation of Fit to Pass®, a Remotely Accessible Health Promotion Program for Commercial Motor Vehicle Truck Drivers. Workplace Health Saf 2024; 72:6-12. [PMID: 37646375 DOI: 10.1177/21650799231193587] [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] [Indexed: 09/01/2023]
Abstract
BACKGROUND Chronic health conditions are highly prevalent among truck drivers due to many unique occupational and environmental stressors. Health promotion programs are shown to be effective in improving truck driver health outcomes; however, there is no research on whether such programs can increase the length of a driver's Department of Transportation (DOT) medical certificate. The purpose of this quality improvement project was to evaluate Fit to Pass (FTP), a remotely accessible health promotion program available for truck drivers on improved health outcomes and increased DOT medical certificate length. METHOD Program evaluation included an evaluation of the FTP coaching guide against evidence-based practice guidelines. An analysis of a limited dataset of 22 truck driver records examined the effectiveness of the program in achieving improved health outcomes and increased medical certification length. FINDINGS A review of the literature revealed three major themes: (a) motivational interviewing to increase driver intention and self-efficacy; (b) mobile health care technology to connect hard-to-reach truck drivers; and (c) effectiveness of structured multicomponent health promotion programs. After participation in FTP, truck drivers experienced a mean decrease in weight and body mass index (BMI) of 4.6 lbs and 1.3 kg/m2, respectively. The lengths of initial DOT medical certificates were compared with DOT medical certificates received at the time of recertification (post-FTP). Only eight participants had the potential for improvement in certificate length. Of those, three truck drivers achieved an increased DOT medical certificate length at the time of recertification. CONCLUSION/APPLICATIONS TO PRACTICE FTP offers tailored and comprehensive health coaching for truck drivers using current evidence-based practice guidelines to educate and reinforce healthy lifestyle habits. Analysis of a limited dataset revealed a mean decrease in BMI and a trend of increased DOT medical certification lengths after participation in FTP; however, further research with larger sample sizes is recommended.
Collapse
|
5
|
Olson R, Johnson PW, Shea SA, Marino M, Springer R, Rice SP, Rimby J, Donovan C. The Tech4Rest Randomized Controlled Trial: Applying the Hierarchy of Controls to Advance the Sleep, Health, and Well-being of Team Truck Drivers. J Occup Environ Med 2023; 65:937-948. [PMID: 37590443 PMCID: PMC11098532 DOI: 10.1097/jom.0000000000002941] [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] [Indexed: 08/19/2023]
Abstract
OBJECTIVE The aim of the study was to evaluate the effectiveness of interventions to improve sleep, reduce fatigue, and advance the well-being of team truck drivers. METHODS In a randomized controlled trial ( k = 24 teams; N = 49 drivers; 61.3% of planned sample), intervention teams were exposed to baseline (3-4 weeks), cab enhancements (active suspension seat, therapeutic mattress; 3-4 weeks), and cab enhancements plus a behavioral sleep-health program (1-2 months). Control teams worked as usual during the same period. RESULTS Trends in sleep-related outcomes favored the intervention. Large and statistically significant intervention effects were observed for objectively measured physical activity (a behavioral program target). The discussion of results addresses effect sizes, statistical power, intervention exposure, and work organization. CONCLUSIONS Trends, effect sizes, and significant findings in this rare trial provide valuable guidance for future efforts to improve working conditions and outcomes for team drivers.
Collapse
Affiliation(s)
- Ryan Olson
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University
- School of Public Health, Oregon Health & Science University-Portland State University
- Department of Psychology, Portland State University
| | - Peter W. Johnson
- Department of Environmental and Occupational Health Sciences, School of Public Health, University of Washington
| | - Steven A. Shea
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University
- School of Public Health, Oregon Health & Science University-Portland State University
| | - Miguel Marino
- School of Public Health, Oregon Health & Science University-Portland State University
- Department of Family Medicine, Oregon Health & Science University
| | - Rachel Springer
- Department of Family Medicine, Oregon Health & Science University
| | - Sean P.M. Rice
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University
- School of Public Health, Oregon Health & Science University-Portland State University
| | - Jarred Rimby
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University
| | - Courtney Donovan
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University
| |
Collapse
|
6
|
Aitken SC, Lalla-Edward ST, Kummerow M, Tenzer S, Harris BN, Venter WDF, Vos AG. A Retrospective Medical Record Review to Describe Health Status and Cardiovascular Disease Risk Factors of Bus Drivers in South Africa. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15890. [PMID: 36497962 PMCID: PMC9738262 DOI: 10.3390/ijerph192315890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 11/24/2022] [Accepted: 11/25/2022] [Indexed: 06/17/2023]
Abstract
Cardiovascular disease (CVD) is the leading cause of death globally. The occupational challenges of bus drivers may increase their risk of CVD, including developing obesity, hypertension, and diabetes. We evaluated the medical records of 266 bus drivers visiting an occupational medical practice between 2007 and 2017 in Johannesburg, South Africa, to determine the health status of bus drivers and investigate risk factors for CVD, and their impact on the ability to work. The participants were in majority male (99.3%) with a median age of 41.2 years (IQR 35.2); 23.7% were smokers, and 27.1% consumed alcohol. The median body mass index (BMI) was 26.8 m/kg2 (IQR 7.1), with 63.1% of participants having above normal BMI. Smoking, BMI, and hypertension findings were in line with national South African data, but diabetes prevalence was far lower. Undiagnosed hypertension was found in 9.4% of participants, uncontrolled hypertension in 5.6%, and diabetes in 3.0%. Analysis by BMI category found that obesity was significantly associated with increased odds of hypertension. Uncontrolled hypertension was the main reason for being deemed 'unfit to work' (35.3%). Our research highlights the need for more regular screening for hypertension and interventions to address high BMI.
Collapse
Affiliation(s)
- Susan C. Aitken
- Genesis Analytics, Johannesburg 2196, South Africa
- School of Health Systems and Public Health, University of Pretoria, Pretoria 0002, South Africa
| | - Samanta T. Lalla-Edward
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg 2000, South Africa
| | - Maren Kummerow
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, The Netherlands
| | - Stan Tenzer
- Farraday Medical Centre, Johannesburg 2001, South Africa
| | - Bernice N. Harris
- School of Health Systems and Public Health, University of Pretoria, Pretoria 0002, South Africa
| | - W. D. Francois Venter
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg 2000, South Africa
| | - Alinda G. Vos
- Ezintsha, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg 2000, South Africa
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, The Netherlands
| |
Collapse
|
7
|
Ruettger K, Clemes SA, Chen YL, Edwardson CL, Guest A, Gilson ND, Gray LJ, Johnson V, Paine NJ, Sherry AP, Sayyah M, Troughton J, Varela-Mato V, Yates T, King JA. Drivers with and without Obesity Respond Differently to a Multi-Component Health Intervention in Heavy Goods Vehicle Drivers. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15546. [PMID: 36497618 PMCID: PMC9739045 DOI: 10.3390/ijerph192315546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 11/14/2022] [Accepted: 11/17/2022] [Indexed: 06/17/2023]
Abstract
Physical inactivity and obesity are widely prevalent in Heavy Goods Vehicle (HGV) drivers. We analysed whether obesity classification influenced the effectiveness of a bespoke structured lifestyle intervention ('SHIFT') for HGV drivers. The SHIFT programme was evaluated within a cluster randomised controlled trial, across 25 transport depots in the UK. After baseline assessments, participants within intervention sites received a 6-month multi-component health behaviour change intervention. Intervention responses (verses control) were stratified by obesity status (BMI < 30 kg/m2, n = 131; BMI ≥ 30 kg/m2, n = 113) and compared using generalised estimating equations. At 6-months, favourable differences were found in daily steps (adjusted mean difference 1827 steps/day, p < 0.001) and sedentary time (adjusted mean difference -57 min/day, p < 0.001) in drivers with obesity undertaking the intervention, relative to controls with obesity. Similarly, in drivers with obesity, the intervention reduced body weight (adjusted mean difference -2.37 kg, p = 0.002) and led to other favourable anthropometric outcomes, verses controls with obesity. Intervention effects were absent for drivers without obesity, and for all drivers at 16-18-months follow-up. Obesity classification influenced HGV drivers' behavioural responses to a multi-component health-behaviour change intervention. Therefore, the most at-risk commercial drivers appear receptive to a health promotion programme.
Collapse
Affiliation(s)
- Katharina Ruettger
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough LE11 3TU, UK
| | - Stacy A. Clemes
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough LE11 3TU, UK
- NIHR Leicester Biomedical Research Centre, Leicester LE5 4PW, UK
| | - Yu-Ling Chen
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough LE11 3TU, UK
| | - Charlotte L. Edwardson
- NIHR Leicester Biomedical Research Centre, Leicester LE5 4PW, UK
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester LE5 4PW, UK
| | - Amber Guest
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough LE11 3TU, UK
| | - Nicholas D. Gilson
- School of Human Movement and Nutrition Sciences, The University of Queensland, Brisbane 4072, Australia
| | - Laura J. Gray
- Department of Health Sciences, University of Leicester, Leicester LE1 7RH, UK
| | - Vicki Johnson
- Leicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Leicester LE5 4PW, UK
| | - Nicola J. Paine
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough LE11 3TU, UK
- NIHR Leicester Biomedical Research Centre, Leicester LE5 4PW, UK
| | - Aron P. Sherry
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough LE11 3TU, UK
- NIHR Leicester Biomedical Research Centre, Leicester LE5 4PW, UK
| | - Mohsen Sayyah
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough LE11 3TU, UK
| | - Jacqui Troughton
- Leicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester General Hospital, Leicester LE5 4PW, UK
| | - Veronica Varela-Mato
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough LE11 3TU, UK
- NIHR Leicester Biomedical Research Centre, Leicester LE5 4PW, UK
| | - Thomas Yates
- NIHR Leicester Biomedical Research Centre, Leicester LE5 4PW, UK
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester LE5 4PW, UK
| | - James A. King
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough LE11 3TU, UK
- NIHR Leicester Biomedical Research Centre, Leicester LE5 4PW, UK
| |
Collapse
|
8
|
Mabry JE, Camden M, Miller A, Sarkar A, Manke A, Ridgeway C, Iridiastadi H, Crowder T, Islam M, Soccolich S, Hanowski RJ. Unravelling the Complexity of Irregular Shiftwork, Fatigue and Sleep Health for Commercial Drivers and the Associated Implications for Roadway Safety. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14780. [PMID: 36429498 PMCID: PMC9690622 DOI: 10.3390/ijerph192214780] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 11/01/2022] [Accepted: 11/05/2022] [Indexed: 06/16/2023]
Abstract
Fatigue can be a significant problem for commercial motor vehicle (CMV) drivers. The lifestyle of a long-haul CMV driver may include long and irregular work hours, inconsistent sleep schedules, poor eating and exercise habits, and mental and physical stress, all contributors to fatigue. Shiftwork is associated with lacking, restricted, and poor-quality sleep and variations in circadian rhythms, all shown to negatively affect driving performance through impaired in judgment and coordination, longer reaction times, and cognitive impairment. Overweight and obesity may be as high as 90% in CMV drivers, and are associated with prevalent comorbidities, including obstructive sleep apnea, hypertension, and cardiovascular and metabolic disorders. As cognitive and motor processing declines with fatigue, driver performance decreases, and the risk of errors, near crashes, and crashes increases. Tools and assessments to determine and quantify the nature, severity, and impact of fatigue and sleep disorders across a variety of environments and populations have been developed and should be critically examined before being employed with CMV drivers. Strategies to mitigate fatigue in CMV operations include addressing the numerous personal, health, and work factors contributing to fatigue and sleepiness. Further research is needed across these areas to better understand implications for roadway safety.
Collapse
Affiliation(s)
- Jessica Erin Mabry
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| | - Matthew Camden
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| | - Andrew Miller
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| | - Abhijit Sarkar
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| | - Aditi Manke
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| | - Christiana Ridgeway
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| | - Hardianto Iridiastadi
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
- Faculty of Industrial Technology, Institut Teknologi Bandung, Bandung 40132, Indonesia
| | - Tarah Crowder
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| | - Mouyid Islam
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| | - Susan Soccolich
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| | - Richard J. Hanowski
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| |
Collapse
|
9
|
Clemes SA, Varela-Mato V, Bodicoat DH, Brookes CL, Chen YL, Cox E, Edwardson CL, Gray LJ, Guest A, Johnson V, Munir F, Paine NJ, Richardson G, Ruettger K, Sayyah M, Sherry A, Paola ASD, Troughton J, Walker S, Yates T, King J. A multicomponent structured health behaviour intervention to improve physical activity in long-distance HGV drivers: the SHIFT cluster RCT. PUBLIC HEALTH RESEARCH 2022. [DOI: 10.3310/pnoy9785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Background
Long-distance heavy goods vehicle drivers are exposed to a multitude of risk factors associated with their occupation. The working environment of heavy goods vehicle drivers provides limited opportunities for a healthy lifestyle, and, consequently, heavy goods vehicle drivers exhibit higher than nationally representative rates of obesity and obesity-related comorbidities, and are underserved in terms of health promotion initiatives.
Objective
The aim of this trial was to test the effectiveness and cost-effectiveness of the multicomponent Structured Health Intervention For Truckers (SHIFT) programme, compared with usual care, at both 6 months and 16–18 months.
Design
A two-arm cluster randomised controlled trial, including a cost-effectiveness analysis and process evaluation.
Setting
Transport depots throughout the Midlands region of the UK.
Participants
Heavy goods vehicle drivers.
Intervention
The 6-month SHIFT programme included a group-based interactive 6-hour education session, health coach support and equipment provision [including a Fitbit® (Fitbit Inc., San Francisco, CA, US) and resistance bands/balls to facilitate a ‘cab workout’]. Clusters were randomised following baseline measurements to either the SHIFT arm or the control arm.
Main outcome measures
Outcome measures were assessed at baseline, with follow-up assessments occurring at both 6 months and 16–18 months. The primary outcome was device-measured physical activity, expressed as mean steps per day, at 6-month follow-up. Secondary outcomes included device-measured sitting, standing, stepping, physical activity and sleep time (on any day, workdays and non-workdays), along with adiposity, biochemical measures, diet, blood pressure, psychophysiological reactivity, cognitive function, functional fitness, mental well-being, musculoskeletal symptoms and work-related psychosocial variables. Cost-effectiveness and process evaluation data were collected.
Results
A total of 382 participants (mean ± standard deviation age: 48.4 ± 9.4 years; mean ± standard deviation body mass index: 30.4 kg/m2 ± 5.1 kg/m2; 99% male) were recruited across 25 clusters. Participants were randomised (at the cluster level) to either the SHIFT arm (12 clusters, n = 183) or the control arm (13 clusters, n = 199). At 6 months, 209 (54.7%) participants provided primary outcome data. Significant differences in mean daily steps were found between arms, with participants in the SHIFT arm accumulating 1008 more steps per day than participants in the control arm (95% confidence interval 145 to 1871 steps; p = 0.022), which was largely driven by the maintenance of physical activity levels in the SHIFT arm and a decline in physical activity levels in the control arm. Favourable differences at 6 months were also seen in the SHIFT arm, relative to the control arm, in time spent sitting, standing and stepping, and time in moderate or vigorous activity. No differences between arms were observed at 16–18 months’ follow-up. No differences were observed between arms in the other secondary outcomes at either follow-up (i.e. 6 months and 16–18 months). The process evaluation demonstrated that the intervention was well received by participants and that the intervention reportedly had a positive impact on their health behaviours. The average total cost of delivering the SHIFT programme was £369.57 per driver, and resulting quality-adjusted life-years were similar across trial arms (SHIFT arm: 1.22, 95% confidence interval 1.19 to 1.25; control arm: 1.25, 95% confidence interval 1.22 to 1.27).
Limitations
A higher (31.4%) than anticipated loss to follow-up was experienced at 6 months, with fewer (54.7%) participants providing valid primary outcome data at 6 months. The COVID-19 pandemic presents a major confounding factor, which limits our ability to draw firm conclusions regarding the sustainability of the SHIFT programme.
Conclusion
The SHIFT programme had a degree of success in positively impacting physical activity levels and reducing sitting time in heavy goods vehicle drivers at 6-months; however, these differences were not maintained at 16–18 months.
Future work
Further work involving stakeholder engagement is needed to refine the content of the programme, based on current findings, followed by the translation of the SHIFT programme into a scalable driver training resource.
Trial registration
This trial is registered as ISRCTN10483894.
Funding
This project was funded by the National Institute for Health and Care Research (NIHR) Public Health Research programme and will be published in full in Public Health Research; Vol. 10, No. 12. See the NIHR Journals Library website for further project information.
Collapse
Affiliation(s)
- Stacy A Clemes
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- National Institute for Health and Care Research Leicester Biomedical Research Centre, Leicester, UK
| | - Veronica Varela-Mato
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- National Institute for Health and Care Research Leicester Biomedical Research Centre, Leicester, UK
| | | | | | - Yu-Ling Chen
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- National Institute for Health and Care Research Leicester Biomedical Research Centre, Leicester, UK
| | - Edward Cox
- Centre for Health Economics, University of York, York, UK
| | - Charlotte L Edwardson
- National Institute for Health and Care Research Leicester Biomedical Research Centre, Leicester, UK
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Laura J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - Amber Guest
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Vicki Johnson
- Leicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Fehmidah Munir
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- National Institute for Health and Care Research Leicester Biomedical Research Centre, Leicester, UK
| | - Nicola J Paine
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- National Institute for Health and Care Research Leicester Biomedical Research Centre, Leicester, UK
| | | | - Katharina Ruettger
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Mohsen Sayyah
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Aron Sherry
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- National Institute for Health and Care Research Leicester Biomedical Research Centre, Leicester, UK
| | | | - Jacqui Troughton
- Leicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Simon Walker
- Centre for Health Economics, University of York, York, UK
| | - Thomas Yates
- National Institute for Health and Care Research Leicester Biomedical Research Centre, Leicester, UK
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - James King
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- National Institute for Health and Care Research Leicester Biomedical Research Centre, Leicester, UK
| |
Collapse
|
10
|
Soccolich S, Ridgeway C, Mabry JE, Camden MC, Miller A, Iridiastadi H, Hanowski RJ. Challenges in Conducting Empirical Epidemiological Research with Truck and Bus Drivers in Diverse Settings in North America. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12494. [PMID: 36231791 PMCID: PMC9566617 DOI: 10.3390/ijerph191912494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 09/13/2022] [Accepted: 09/21/2022] [Indexed: 06/16/2023]
Abstract
Over 6.5 million commercial vehicle drivers were operating a large truck or bus in the United States in 2020. This career often has high stress and long working hours, with few opportunities for physical activity. Previous research has linked these factors to adverse health conditions. Adverse health conditions affect not only the professional drivers' wellbeing but potentially also commercial motor vehicle (CMV) operators' safe driving ability and public safety for others sharing the roadway. The prevalence of health conditions with high impact on roadway safety in North American CMV drivers necessitates empirical epidemiological research to better understand and improve driver health. The paper presents four challenges in conducting epidemiological research with truck and bus drivers in North America and potential resolutions identified in past and current research. These challenges include (1) the correlation between driving performance, driving experience, and driver demographic factors; (2) the impact of medical treatment status on the relationship between health conditions and driver risk; (3) capturing accurate data in self-report data collection methods; and (4) reaching the CMV population for research. These challenges are common and influential in epidemiological research of this population, as drivers face severe health issues, health-related federal regulations, and the impact of vehicle operation on the safety of themselves and others using the roadways.
Collapse
Affiliation(s)
- Susan Soccolich
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| | - Christie Ridgeway
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| | - Jessica Erin Mabry
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| | - Matthew C. Camden
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| | - Andrew Miller
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| | - Hardianto Iridiastadi
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
- Faculty of Industrial Technology, Institut Teknologi Bandung, Bandung 40132, Indonesia
| | - Richard J. Hanowski
- Division of Freight, Transit, and Heavy Vehicle Safety, Virginia Tech Transportation Institute, Blacksburg, VA 24061, USA
| |
Collapse
|
11
|
Clemes SA, Varela-Mato V, Bodicoat DH, Brookes CL, Chen YL, Edwardson CL, Gray LJ, Guest AJ, Johnson V, Munir F, Paine NJ, Richardson G, Ruettger K, Sayyah M, Sherry A, Di Paola AS, Troughton J, Yates T, King JA. The effectiveness of the Structured Health Intervention For Truckers (SHIFT): a cluster randomised controlled trial (RCT). BMC Med 2022; 20:195. [PMID: 35606763 PMCID: PMC9126630 DOI: 10.1186/s12916-022-02372-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 04/11/2022] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Long distance heavy goods vehicle (HGV) drivers exhibit higher than nationally representative rates of obesity, and obesity-related co-morbidities, and are underserved in terms of health promotion initiatives. The purpose of this study was to evaluate the effectiveness of the multicomponent 'Structured Health Intervention For Truckers' (SHIFT), compared to usual care, at 6- and 16-18-month follow-up. METHODS We conducted a two-arm cluster RCT in transport sites throughout the Midlands, UK. Outcome measures were assessed at baseline, at 6- and 16-18-month follow-up. Clusters were randomised (1:1) following baseline measurements to either the SHIFT arm or usual practice control arm. The 6-month SHIFT programme included a group-based interactive 6-h education and behaviour change session, health coach support and equipment provision (Fitbit® and resistance bands/balls to facilitate a 'cab workout'). The primary outcome was device-assessed physical activity (mean steps/day) at 6 months. Secondary outcomes included the following: device-assessed sitting, physical activity intensity and sleep; cardiometabolic health, diet, mental wellbeing and work-related psychosocial variables. Data were analysed using mixed-effect linear regression models using a complete-case population. RESULTS Three hundred eighty-two HGV drivers (mean ± SD age: 48.4 ± 9.4 years, BMI: 30.4 ± 5.1 kg/m2, 99% male) were recruited across 25 clusters (sites) and randomised into either the SHIFT (12 clusters, n = 183) or control (13 clusters, n = 199) arms. At 6 months, 209 (55%) participants provided primary outcome data. Significant differences in mean daily steps were found between groups, in favour of the SHIFT arm (adjusted mean difference: 1008 steps/day, 95% CI: 145-1871, p = 0.022). Favourable differences were also seen in the SHIFT group, relative to the control group, in time spent sitting (- 24 mins/day, 95% CI: - 43 to - 6), and moderate-to-vigorous physical activity (6 mins/day, 95% CI: 0.3-11). Differences were not maintained at 16-18 months. No differences were observed between groups in the other secondary outcomes at either follow-up. CONCLUSIONS The SHIFT programme led to a potentially clinically meaningful difference in daily steps, between trial arms, at 6 months. Whilst the longer-term impact is unclear, the programme offers potential to be incorporated into driver training courses to promote activity in this at-risk, underserved and hard-to-reach essential occupational group. TRIAL REGISTRATION ISRCTN10483894 (date registered: 01/03/2017).
Collapse
Affiliation(s)
- Stacy A Clemes
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, LE11 3TU, UK. .,NIHR Leicester Biomedical Research Centre, Leicester, LE5 4PW, UK.
| | - Veronica Varela-Mato
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, LE11 3TU, UK.,NIHR Leicester Biomedical Research Centre, Leicester, LE5 4PW, UK
| | | | - Cassandra L Brookes
- Leicester Clinical Trials Unit, University of Leicester, Leicester, LE1 7RH, UK
| | - Yu-Ling Chen
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, LE11 3TU, UK.,NIHR Leicester Biomedical Research Centre, Leicester, LE5 4PW, UK
| | - Charlotte L Edwardson
- NIHR Leicester Biomedical Research Centre, Leicester, LE5 4PW, UK.,Diabetes Research Centre, University of Leicester, Leicester, LE5 4PW, UK
| | - Laura J Gray
- Department of Health Sciences, University of Leicester, Leicester, LE1 7RH, UK
| | - Amber J Guest
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, LE11 3TU, UK
| | - Vicki Johnson
- Leicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester, LE5 4PW, UK
| | - Fehmidah Munir
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, LE11 3TU, UK.,NIHR Leicester Biomedical Research Centre, Leicester, LE5 4PW, UK
| | - Nicola J Paine
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, LE11 3TU, UK.,NIHR Leicester Biomedical Research Centre, Leicester, LE5 4PW, UK
| | - Gerry Richardson
- Centre for Health Economics, University of York, York, YO10 5DD, UK
| | - Katharina Ruettger
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, LE11 3TU, UK
| | - Mohsen Sayyah
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, LE11 3TU, UK
| | - Aron Sherry
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, LE11 3TU, UK.,NIHR Leicester Biomedical Research Centre, Leicester, LE5 4PW, UK
| | - Ana Suazo Di Paola
- Leicester Clinical Trials Unit, University of Leicester, Leicester, LE1 7RH, UK
| | - Jacqui Troughton
- Leicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester, LE5 4PW, UK
| | - Thomas Yates
- NIHR Leicester Biomedical Research Centre, Leicester, LE5 4PW, UK.,Diabetes Research Centre, University of Leicester, Leicester, LE5 4PW, UK
| | - James A King
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, LE11 3TU, UK.,NIHR Leicester Biomedical Research Centre, Leicester, LE5 4PW, UK
| |
Collapse
|
12
|
Rogers CR, May FP, Petersen E, Brooks E, Lopez JA, Kennedy CD, Thiese MS. Factors Associated with Colorectal Cancer Prevalence Among Long-Haul Truck Drivers in the United States. Am J Health Promot 2022; 36:1142-1151. [PMID: 35410488 DOI: 10.1177/08901171221090500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE To determine the age-adjusted association between colorectal cancer (CRC) risk factors and CRC prevalence among long-haul truck drivers (aged 21-85), after adjustment for age. DESIGN Pooled cross-sectional analysis using Commercial Driver Medical Exam (CDME) data. Setting. National survey data from January 1, 2005, to October 31, 2012. PARTICIPANTS 47,786 commercial motor vehicle drivers in 48 states. MEASURES CRC prevalence was the primary outcome; independent variables included demographics, body mass index (BMI), and concomitant medical conditions. ANALYSIS Kruskal-Wallis tests to analyze continuous variables; Fischer's exact tests to analyze categorical variables; univariate and multivariable logistic regression for rare events (Firth method) to quantify the association between the independent variables of interest and CRC prevalence. Odds ratios (ORs) and 95% confidence intervals (CIs) were adjusted for age, gender, years with current employer, year of exam, and BMI in a multivariate logistic regression. RESULTS Many factors were statistically significant. Obesity (OR = 3.14; 95% CI = 1.03-9.61) and increasing age (OR = 1.10 per year; 95% CI = 1.07-1.13) were significantly associated with CRC prevalence. Truckers with 4 or more concomitant medical conditions were significantly more likely to have CRC (OR = 7.03; 95% CI = 1.83-27.03). CONCLUSIONS Our findings highlight mutable risk factors and represent an opportunity for intervention that may decrease CRC morbidity and mortality among truck drivers, a unique population in the United States estimated to live up to 16 years less than the general population.
Collapse
Affiliation(s)
- Charles R Rogers
- Department of Family & Preventive Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Folasade P May
- Department of Medicine, University of California, Los Angeles, CA, USA
| | - Ethan Petersen
- Department of Family & Preventive Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Ellen Brooks
- Department of Family & Preventive Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Jasmine A Lopez
- Department of Family & Preventive Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Carson D Kennedy
- Department of Family & Preventive Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Matthew S Thiese
- Department of Family & Preventive Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| |
Collapse
|
13
|
Scholl LS, Thiese MS, Handy R. Incidence of Workers' Compensation Claims in Opioid-Using Truck Drivers. J Occup Environ Med 2022; 64:314-319. [PMID: 34723912 PMCID: PMC9038602 DOI: 10.1097/jom.0000000000002423] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE This study examines the relationship between opioid use prevalence and subsequent filing of workers' compensation claims. METHODS A retrospective cohort study design was utilized to examine data from drivers' initial commercial driver medical exam, employment data, and workers' compensation claims data. RESULTS Data from 57,733 over 7 years were analyzed. Drivers who reported opioid use at their initial medical exam visit filed subsequent workers' compensation claims 1.81 times sooner (P = 0.0001; 95% CI 1.34, 2.44) than drivers who did not report opioid use at their CDME when controlling for age, gender, BMI, and diastolic blood pressure. CONCLUSIONS These findings provide information that may aid in improving regulations to control for incidents, training programs to inform professional drivers of factors that increase accident risk and educating prescribers about increased risks of injury among opioid-using drivers.
Collapse
Affiliation(s)
- Lindsay S. Scholl
- Rocky Mountain Center for Occupational & Environment Health, Department of Family and Preventive Medicine, School of Medicine, University of Utah, 250 East 200 South, Suite 100, Salt Lake City, UT 84101
| | - Matthew S. Thiese
- Rocky Mountain Center for Occupational & Environment Health, Department of Family and Preventive Medicine, School of Medicine, University of Utah, 250 East 200 South, Suite 100, Salt Lake City, UT 84101
| | - Rodney Handy
- Department of Family and Preventive Medicine, 375 Chipeta Way, Salt Lake City, UT 84108
| |
Collapse
|
14
|
Ruettger K, Varela-Mato V, Chen YL, Edwardson CL, Guest A, Gilson ND, Gray LJ, Paine NJ, Sherry AP, Sayyah M, Yates T, King JA, Clemes SA. Physical Activity, Sedentary Time, and Cardiometabolic Health in Heavy Goods Vehicle Drivers. J Occup Environ Med 2022; 64:e217-e223. [PMID: 35051962 DOI: 10.1097/jom.0000000000002484] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
OBJECTIVE Physical inactivity, prolonged sitting, and unhealthy dietary habits are common in Heavy Goods Vehicle (HGV) drivers. These factors increase risk of long-term health conditions. METHODS 329 HGV drivers across 25 UK depots completed a health assessment, including questionnaire completion, and objectively measured anthropometrics, blood biomarkers, physical activity (PA), and sedentary behavior. RESULTS The sample demonstrated a high-risk cardiometabolic health profile. 88.1% were overweight or had obesity, and 11.9% had pre-diabetes or diabetes. 28.3% had hypertension, 83.6% had clinically elevated circulating low-density lipoprotein-cholesterol concentrations (>2mmol/l), and 66.6% had high total cholesterol levels (>4mmol/l). On workdays drivers accumulated 12 hours/day of sitting, 1.7 hours/day of light PA, and 9.8 mins/day of moderate-to-vigorous PA. Associations between light PA and cardiometabolic markers were observed. CONCLUSION This sample presents high levels of inactivity, overweight, and obesity, and unhealthy cardiometabolic health profiles.
Collapse
Affiliation(s)
- Katharina Ruettger
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, United Kingdom (Miss Ruettger, Dr Varela-Mato, Dr Chen, Miss Guest, Dr Paine, Dr Sherry, Dr Sayyah, Dr King, Dr Clemes), NIHR Leicester Biomedical Research Centre, United Kingdom (Dr Varela-Mato, Dr Edwardson, Dr Paine, Dr Sherry, Dr Yates, Dr King, Dr Clemes), Diabetes Research Centre, University of Leicester, United Kingdom (Dr Edwardson, Dr Yates), School of Human Movement and Nutrition Sciences, University of Queensland, Australia (Dr Gilson), Department of Health Sciences, University of Leicester, Leicester, United Kingdom (Dr Gray)
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
15
|
Diabetes and anxiety were associated with insomnia among Japanese male truck drivers. Sleep Med 2022; 90:102-108. [DOI: 10.1016/j.sleep.2022.01.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Revised: 01/12/2022] [Accepted: 01/13/2022] [Indexed: 11/17/2022]
|
16
|
Metabolic Syndrome in Commercial Truck Drivers: Prevalence, Associated Factors, and Comparison With the General Population. J Occup Environ Med 2021; 62:453-459. [PMID: 32730019 DOI: 10.1097/jom.0000000000001863] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
INTRODUCTION Commercial motor vehicle drivers, such as truck drivers, experience unique health, lifestyle, and occupational challenges directly associated with their profession. METHODS All participants in this multistate cross-sectional study completed questionnaire measurements. Participants were categorized with metabolic syndrome (MetS) if they had at least three of the five modified criteria used in the joint scientific statement on metabolic syndrome. RESULTS Overall MetS prevalence was 52.4% (n = 428) of the 817 participants. Prevalence of MetS criteria were waist circumference (n = 634, 77.0%), low HDL cholesterol (n = 580, 71.0%), elevated triglycerides (n = 552, 67.6%), elevated blood pressure (n = 175, 21.2%), and elevated hemoglobin A1c (n = 97, 11.9%). Truck drivers were 2.7 times more likely to have MetS compared to the general working population. CONCLUSION Truck drivers in the United States have a high prevalence of MetS compared to the general working population.
Collapse
|
17
|
Burks SV, Anderson JE, Panda B, Haider R, Ginader T, Sandback N, Pokutnaya D, Toso D, Hughes N, Haider HS, Brockman R, Toll A, Solberg N, Eklund J, Cagle M, Hickman JS, Mabry E, Berger M, Czeisler CA, Kales SN. Employer-mandated obstructive sleep apnea treatment and healthcare cost savings among truckers. Sleep 2021; 43:5606928. [PMID: 31648298 DOI: 10.1093/sleep/zsz262] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Revised: 08/01/2019] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE To evaluate the effect of an employer-mandated obstructive sleep apnea (OSA) diagnosis and treatment program on non-OSA-program trucker medical insurance claim costs. METHODS Retrospective cohort analysis; cohorts constructed by matching (randomly, with replacement) Screen-positive Controls (drivers with insurance screened as likely to have OSA, but not yet diagnosed) with Diagnosed drivers (n = 1,516; cases = 1,224, OSA Negatives = 292), on two factors affecting exposure to medical claims: experience level at hire and weeks of job tenure at the Diagnosed driver's polysomnogram (PSG) date (the "matching date"). All cases received auto-adjusting positive airway pressure (APAP) treatment and were grouped by objective treatment adherence data: any "Positive Adherence" (n = 932) versus "No Adherence" (n = 292). Bootstrap resampling produced a difference-in-differences estimate of aggregate non-OSA-program medical insurance claim cost savings for 100 Diagnosed drivers as compared to 100 Screen-positive Controls before and after the PSG/matching date, over an 18-month period. A two-part multivariate statistical model was used to set exposures and demographics/anthropometrics equal across sub-groups, and to generate a difference-in-differences comparison across periods that identified the effect of OSA treatment on per-member per-month (PMPM) costs of an individual driver, separately from cost differences associated with adherence choice. RESULTS Eighteen-month non-OSA-program medical claim costs savings from diagnosing (and treating as required) 100 Screen-positive Controls: $153,042 (95% CI: -$5,352, $330,525). Model-estimated effect of treatment on those adhering to APAP: -$441 PMPM (95% CI: -$861, -$21). CONCLUSIONS Results suggest a carrier-based mandatory OSA program generates substantial savings in non-OSA-program medical insurance claim costs.
Collapse
Affiliation(s)
- Stephen V Burks
- Division of Social Science, University of Minnesota Morris (UMN Morris), Morris, MN.,Behavioral and Personnel Economics Program, Institute of Labor Economics (IZA), Bonn, Germany.,Roadway Safety Institute, Region 5 University Transportation Center, Minneapolis, MN
| | - Jon E Anderson
- Division of Science and Math, University of Minnesota Morris (UMN Morris), Morris, MN
| | - Bibhudutta Panda
- Division of Social Science, University of Minnesota Morris (UMN Morris), Morris, MN
| | - Rebecca Haider
- Division of Social Science, University of Minnesota Morris (UMN Morris), Morris, MN
| | - Tim Ginader
- Division of Social Science, University of Minnesota Morris (UMN Morris), Morris, MN
| | - Nicole Sandback
- Division of Social Science, University of Minnesota Morris (UMN Morris), Morris, MN
| | - Darya Pokutnaya
- Division of Science and Math, University of Minnesota Morris (UMN Morris), Morris, MN
| | - Derek Toso
- Division of Social Science, University of Minnesota Morris (UMN Morris), Morris, MN
| | - Natalie Hughes
- Division of Social Science, University of Minnesota Morris (UMN Morris), Morris, MN
| | - Humza S Haider
- Division of Science and Math, University of Minnesota Morris (UMN Morris), Morris, MN
| | - Resa Brockman
- Division of Science and Math, University of Minnesota Morris (UMN Morris), Morris, MN
| | - Alice Toll
- Division of Science and Math, University of Minnesota Morris (UMN Morris), Morris, MN
| | - Nicholas Solberg
- Division of Science and Math, University of Minnesota Morris (UMN Morris), Morris, MN
| | - Jesse Eklund
- Division of Social Science, University of Minnesota Morris (UMN Morris), Morris, MN
| | - Michael Cagle
- Division of Science and Math, University of Minnesota Morris (UMN Morris), Morris, MN
| | | | - Erin Mabry
- Virginia Tech Transportation Institute, Blacksburg, VA
| | - Mark Berger
- Precision Pulmonary Diagnostics, Houston, TX
| | - Charles A Czeisler
- Division of Sleep and Circadian Disorders, Departments of Medicine and Neurology, Brigham and Women's Hospital, Boston, MA.,Division of Sleep Medicine, Harvard Medical School, Boston, MA
| | - Stefanos N Kales
- Division of Sleep Medicine, Harvard Medical School, Boston, MA.,Department of Environmental & Occupational Medicine & Epidemiology, Harvard TH Chan School of Public Health, Boston, MA.,Occupational Medicine, Cambridge Health Alliance, Harvard Medical School, Cambridge, MA
| |
Collapse
|
18
|
Thiese MS, Moffitt G, Hanowski RJ, Kales SN, Porter RJ, Hartenbaum N, Hegmann KT. What Medical Conditions Limit or Medically Disqualify Truck Drivers: A Large Cross Sectional Study. J Occup Environ Med 2021; 63:139-146. [PMID: 33523617 DOI: 10.1097/jom.0000000000002101] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Commercial Motor Vehicle drivers must be medically certified to obtain/maintain a commercial driver license. 88,246 exams from 2005 to 2012 were analyzed for relationships between health and certification length. Relationships were quantified using adjusted odds ratios (ORs). Most conditions and/or examination findings had statically significantly limited medical certification. Obesity > 35 kg/m2, hypertension and diabetes mellitus requiring medication were most common. Significant and meaningful relationships were found for opioid or benzodiazepine use (OR = 7.30), heart disease (OR = 5.19), musculoskeletal conditions (OR = 5.13), seizures (10.18), stroke (OR = 6.73), neurological (OR = 18.51) and vascular (OR = 11.83). Drivers with 2 or more of 13 medical conditions were statistically significantly more likely to have limited medical certification (OR = 122.35) or disqualification (OR = 4.91). Drivers with any condition are more likely to have limited medical certification. There is variability in medical certification lengths related to medical conditions and differences between examiners.
Collapse
Affiliation(s)
- Matthew S Thiese
- Rocky Mountain Center for Occupational & Environment Health, Department of Family and Preventive Medicine, School of Medicine, University of Utah, Salt Lake City, Utah (Dr Thiese, Dr Hegmann); Arkansas Occupational Health Clinic, Springdale, Arkansas (Dr Moffitt); Center for Truck and Bus Safety, Virginia Tech Transportation Institute, Blacksburg, Virginia (Dr Hanowski); Department of Environmental Health, Harvard Chan School of Public Health, Boston, Massachusetts (Dr Kales); Occupational Medicine, Cambridge Health Alliance, Cambridge, Massachusetts (Dr Kales, Dr Porter); VHB - Vanasse Hangen Brustlin, Raleigh, North Carolina (Dr Kales, Dr Porter); Occumedix, Inc., Dresher, Pennsylvania (Dr Hartenbaum)
| | | | | | | | | | | | | |
Collapse
|
19
|
Sekkay F, Imbeau D, Dubé PA, Chinniah Y, de Marcellis-Warin N, Beauregard N, Trépanier M. Assessment of physical work demands of long-distance industrial gas delivery truck drivers. APPLIED ERGONOMICS 2021; 90:103224. [PMID: 32814182 DOI: 10.1016/j.apergo.2020.103224] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 07/16/2020] [Accepted: 07/17/2020] [Indexed: 06/11/2023]
Abstract
AIM The aim of this study was to assess the work-related physical demands of long-distance truck drivers employed by a large gas delivery company in Canada. METHODS A total of 15 truck drivers participated in a data collection that included self-reporting assessments, field observations, and direct measurements to describe daily tasks organization, postural demands, physical workload, and force exertions. RESULTS Truck drivers' work was characterized by long working days ranging from 9.9 to 15.1 h (mean = 11.4 h), with half (49%) of the total working time spent behind the wheel. The overall workload as measured by relative cardiac strain (18.7% RHR) was found excessive for the long term given the shift duration. Peaks of heart rate in excess of 30 beats per minute above the daily average occurred mainly while operating valves and handling heavy hoses during gas deliveries. The task of delivering gas at a client's site required a moderate work rate on average (8.3 mlO2/kg/min) requiring 24.4% or maximum work capacity on average. CONCLUSION Based on multiple data sources, this study highlights the risks of over-exertion and of excessive physical fatigue in the truck drivers' work that are coherent with the high prevalence of self-reported musculoskeletal pain in this group of workers.
Collapse
Affiliation(s)
- Firdaous Sekkay
- Department of Mathematics and Industrial Engineering, Polytechnique Montreal, Montreal, Canada.
| | - Daniel Imbeau
- Department of Mathematics and Industrial Engineering, Polytechnique Montreal, Montreal, Canada
| | - Philippe-Antoine Dubé
- Department of Mathematics and Industrial Engineering, Polytechnique Montreal, Montreal, Canada
| | - Yuvin Chinniah
- Department of Mathematics and Industrial Engineering, Polytechnique Montreal, Montreal, Canada
| | | | - Nancy Beauregard
- School of Industrial Relations, University of Montreal, Montreal, Canada
| | - Martin Trépanier
- Department of Mathematics and Industrial Engineering, Polytechnique Montreal, Montreal, Canada
| |
Collapse
|
20
|
Şengören Dikiş Ö, Yildiz T, Us Dulger S, Yuksel Kacan C, Haberal MA, Cetin T. Does occupational air pollution threaten the lung health of indoor workers more than those of bus drivers?: a cross-sectional study. Aging Male 2020; 23:934-940. [PMID: 31282830 DOI: 10.1080/13685538.2019.1635579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
Abstract
AIM This study aimed to evaluate the lung health between professional bus drivers and white collar workers in metropolis municipality from Turkey. MATERIAL AND METHODS Out of 126 bus drivers and 1100 office employees, data were analyzed from 243 indoor employees and 57 bus drivers. Forced vital capacity (FVC), forced expiratory volume in one second (FEV1), FEV1/FVC, forced expiratory flow (FEF) 25-75% were measured, some data were collected with a questionnaire (work and environmental anamnesis, symptoms, smoking). RESULTS The mean (±SD) values for FVC, FVC percent predicted value, FEV1, FEV1 percent predicted value, FEV1/FVC were 4.33 ± 0.99L, 96.5 ± 18.2%, 3.31 ± 0.87L, 84.5 ± 18.2%, 76.30 ± 9.23%, respectively. Sixty-six participants (22%) had FEV1/FVC proportions of less than 70%. After weighing for the propensity scores, there was a significant difference between bus drivers and indoor workers concerning FEV1/FVC grouping; while 65 (26.1%) indoor workers had FEV1/FVC proportions less than 70%, there were only two (3.9%) bus drivers (Chi-Square = 12.009, p = .001). The mean spirometry values were significantly different between the two groups in favor of the bus drivers (p < .05). Night cough was much more seen in the indoor workers (Chi-Square test = 9.019, p = .003). CONCLUSION We conclude that there are no health risks associated with bus driving in a metropolitan city, concerning lung functions.
Collapse
Affiliation(s)
- Özlem Şengören Dikiş
- Department of Pulmonary Diseases, Health Sciences University, Bursa Yuksek Ihtisas Training and Research Hospital, Bursa, Turkey
| | - Tekin Yildiz
- Department of Pulmonary Diseases, Health Sciences University, Sureyyapasa Pulmonary Diseases and Thoracic Surgery Training and Research Hospital, Istanbul, Turkey
| | - Seyhan Us Dulger
- Department of Pulmonary Diseases, Health Sciences University, Bursa Yuksek Ihtisas Training and Research Hospital, Bursa, Turkey
| | - Cevriye Yuksel Kacan
- Public Health Nursing Department, Uludag University Health Sciences Faculty, Bursa, Turkey
| | - Miktat Arif Haberal
- Department of Thoracic Surgery, Health Sciences University, Bursa Yuksek Ihtisas Training and Research Hospital, Bursa, Turkey
| | - Tolga Cetin
- Department of Family Medicine, Health Sciences University, Bursa Yuksek Ihtisas Training and Research Hospital, Bursa, Turkey
| |
Collapse
|
21
|
Ohlendorf D, Kerth K, Osiander W, Holzgreve F, Fraeulin L, Ackermann H, Groneberg DA. Standard reference values of weight and maximum pressure distribution in healthy adults aged 18-65 years in Germany. J Physiol Anthropol 2020; 39:39. [PMID: 33256834 PMCID: PMC7706280 DOI: 10.1186/s40101-020-00246-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 11/11/2020] [Indexed: 12/24/2022] Open
Abstract
Background The aim of this study was to collect standard reference values of the weight and the maximum pressure distribution in healthy adults aged 18–65 years and to investigate the influence of constitutional parameters on it. Methods A total of 416 healthy subjects (208 male / 208 female) aged between 18 and 65 years (Ø 38.3 ± 14.1 years) participated in this study, conducted 2015–2019 in Heidelberg. The age-specific evaluation is based on 4 age groups (G1, 18–30 years; G2, 31–40 years; G3, 41–50 years; G4, 51–65 years). A pressure measuring plate FDM-S (Zebris/Isny/Germany) was used to collect body weight distribution and maximum pressure distribution of the right and left foot and left and right forefoot/rearfoot, respectively. Results Body weight distribution of the left (50.07%) and right (50.12%) foot was balanced. There was higher load on the rearfoot (left 54.14%; right 55.09%) than on the forefoot (left 45.49%; right 44.26%). The pressure in the rearfoot was higher than in the forefoot (rearfoot left 9.60 N/cm2, rearfoot right 9.51 N/cm2/forefoot left 8.23 N/cm2, forefoot right 8.59 N/cm2). With increasing age, the load in the left foot shifted from the rearfoot to the forefoot as well as the maximum pressure (p ≤ 0.02 and 0.03; poor effect size). With increasing BMI, the body weight shifted to the left and right rearfoot (p ≤ 0.001, poor effect size). As BMI increased, so did the maximum pressure in all areas (p ≤ 0.001 and 0.03, weak to moderate effect size). There were significant differences in weight and maximum pressure distribution in the forefoot and rearfoot in the different age groups, especially between younger (18–40 years) and older (41–65 years) subjects. Discussion Healthy individuals aged from 18 to 65 years were found to have a balanced weight distribution in an aspect ratio, with a 20% greater load of the rearfoot. Age and BMI were found to be influencing factors of the weight and maximum pressure distribution, especially between younger and elder subjects. The collected standard reference values allow comparisons with other studies and can serve as a guideline in clinical practice and scientific studies.
Collapse
Affiliation(s)
- D Ohlendorf
- Institute for Occupational Medicine, Social Medicine and Environmental Medicine, Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - K Kerth
- Institute for Occupational Medicine, Social Medicine and Environmental Medicine, Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - W Osiander
- School of Dentistry, Department of Orthodontics, Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - F Holzgreve
- Institute for Occupational Medicine, Social Medicine and Environmental Medicine, Goethe-University Frankfurt, Frankfurt am Main, Germany.
| | - L Fraeulin
- Institute for Occupational Medicine, Social Medicine and Environmental Medicine, Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - H Ackermann
- Institute of Biostatistics and Mathematical Modeling, Goethe-University Frankfurt, Frankfurt am Main, Germany
| | - D A Groneberg
- Institute for Occupational Medicine, Social Medicine and Environmental Medicine, Goethe-University Frankfurt, Frankfurt am Main, Germany
| |
Collapse
|
22
|
Sekkay F, Imbeau D, Dubé PA, Chinniah Y, de Marcellis-Warin N, Beauregard N, Trépanier M. Assessment of physical work demand of short distance industrial gas delivery truck drivers. APPLIED ERGONOMICS 2020; 89:103222. [PMID: 32768720 DOI: 10.1016/j.apergo.2020.103222] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 04/30/2020] [Accepted: 07/11/2020] [Indexed: 06/11/2023]
Abstract
AIM This study assessed the work-related physical demands of short-distance truck drivers employed by a large gas delivery company in Canada. METHODS A total of 19 truck drivers participated in the data collection, which included a combination of self-reports, field observations and direct measurements to report on the work shift task composition, postures, physical workload, and force exertions. RESULTS Driving (mean of 43% of daily work shift) and delivering gas cylinders to customers (28%) were the main tasks of the truck drivers. Delivering gas cylinders measured as moderate level work and daily work duration was not excessive with respect to mean cardiac strain for most drivers. However, manual handling and force exertion activities were frequent and deemed unsafe most of the time with respect to existing guidelines on manual materials handling. CONCLUSION This study documents physical risk factors that are consistent with musculoskeletal pain prevalence reported for short-distance truck drivers.
Collapse
Affiliation(s)
- Firdaous Sekkay
- Department of Mathematics and Industrial Engineering, Polytechnique Montreal, Montreal, Canada.
| | - Daniel Imbeau
- Department of Mathematics and Industrial Engineering, Polytechnique Montreal, Montreal, Canada
| | - Philippe-Antoine Dubé
- Department of Mathematics and Industrial Engineering, Polytechnique Montreal, Montreal, Canada
| | - Yuvin Chinniah
- Department of Mathematics and Industrial Engineering, Polytechnique Montreal, Montreal, Canada
| | | | - Nancy Beauregard
- School of Industrial Relations, University of Montreal, Montreal, Canada
| | - Martin Trépanier
- Department of Mathematics and Industrial Engineering, Polytechnique Montreal, Montreal, Canada
| |
Collapse
|
23
|
Guest AJ, Chen YL, Pearson N, King JA, Paine NJ, Clemes SA. Cardiometabolic risk factors and mental health status among truck drivers: a systematic review. BMJ Open 2020; 10:e038993. [PMID: 33099498 PMCID: PMC7590350 DOI: 10.1136/bmjopen-2020-038993] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE This study aimed to systematically review and summarise the literature on cardiometabolic risk factors, lifestyle health behaviours and mental health status of truck drivers globally to ascertain the scale of these health concerns. DESIGN Systematic review reported using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. DATA SOURCES PubMed, Scopus, PsycINFO and Web of Science were searched in January 2019 and updated in January 2020, from the date of inception to 16 January 2020. ELIGIBILITY CRITERIA FOR SELECTING STUDIES Papers were included if they (1) reported independent data on truck drivers, (2) included quantitative data on outcomes related to cardiometabolic markers of health, mental health and/or health behaviours, (3) were written in English and (4) were published in a peer-reviewed journal. Grey literature was ineligible for this review. DATA EXTRACTION AND SYNTHESIS One reviewer independently extracted data and assessed methodological quality using a checklist based on the National Heart, Lung and Blood Institute Quality Assessment tool. 20% were independently assessed for eligibility and quality by a second reviewer. Due to heterogeneity of the outcomes, results were narratively presented. RESULTS 3601 titles and abstracts were screened. Seventy-three studies met the inclusion criteria. Truck driving is associated with enforced sedentarism, long and irregular working hours, lack of healthy foods, social isolation and chronic time pressures. Strong evidence was observed for truck drivers to generally exhibit poor cardiometabolic risk profiles including overweight and obesity, hypertension, hypercholesterolaemia, high blood glucose, poor mental health and cigarette smoking. CONCLUSIONS Improving truck driver health is vital for the longevity of the trucking industry, and for the safety of all road users. The workplace plays a vital role in truck driver health; policies, regulations and procedures are required to address this health crisis. PROSPERO REGISTRATION NUMBER CRD42019124499.
Collapse
Affiliation(s)
- Amber J Guest
- School of Sport Exercise and Health Sciences, Loughborough University, Loughborough, Leicestershire, UK
| | - Yu-Ling Chen
- School of Sport Exercise and Health Sciences, Loughborough University, Loughborough, Leicestershire, UK
| | - Natalie Pearson
- School of Sport Exercise and Health Sciences, Loughborough University, Loughborough, Leicestershire, UK
| | - James A King
- School of Sport Exercise and Health Sciences, Loughborough University, Loughborough, Leicestershire, UK
- National Institute for Health Research (NIHR) Leicester Biomedical Research Centre, University Hospitals of Leicester NHS Trust and the University of Leicester, Leicester, UK
| | - Nicola J Paine
- School of Sport Exercise and Health Sciences, Loughborough University, Loughborough, Leicestershire, UK
| | - Stacy A Clemes
- School of Sport Exercise and Health Sciences, Loughborough University, Loughborough, Leicestershire, UK
- National Institute for Health Research (NIHR) Leicester Biomedical Research Centre, University Hospitals of Leicester NHS Trust and the University of Leicester, Leicester, UK
| |
Collapse
|
24
|
Ricca A, Boone K, Boldt HC, Gehrs KM, Russell SR, Folk JC, Zimmerman MB, Wilkinson ME, Sohn EH. Attaining functional levels of visual acuity after vitrectomy for retinal detachment secondary to proliferative diabetic retinopathy. Sci Rep 2020; 10:15637. [PMID: 32973186 PMCID: PMC7519031 DOI: 10.1038/s41598-020-72618-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 08/31/2020] [Indexed: 11/08/2022] Open
Abstract
Most patients needing diabetic tractional retinal detachment (TRD) surgery are working-age adults that drive and participate in other vision-dependent activities of daily living. We sought to determine the proportion of patients that achieve functional visual acuity (VA) based on the World Health Organization (WHO) definition of 'low vision' (≤ 20/80) and US driving standards (≥ 20/40) after vitrectomy for diabetic TRD. In this 10-year retrospective review, consecutive patients who underwent primary vitrectomy for TRD from proliferative diabetic retinopathy were studied. 240 eyes in 203 patients met criteria for analysis (38 eyes were lost to follow up at 3 months; 68 at 12 months; 146 at 60 months). While most patients (nearly 80%) having TRD surgery had low vision pre-op, almost half attained VA that was > 20/80 five years post-op. Those most likely to achieve significant visual improvement (p < 0.0001) had concomitant vitreous hemorrhage pre-op. Only 6% of eyes met the US minimum driving standard before surgery based on VA compared to 28% after vitrectomy however this study did not examine visual fields which could warrant additional assessment depending on local requirements. In summary, significant gains in visual acuity are seen after vitrectomy for diabetic TRD that can result in functional improvement in activities of daily living.
Collapse
Affiliation(s)
- Aaron Ricca
- Department of Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA, 52242, USA
| | - Kiley Boone
- Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - H Culver Boldt
- Department of Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA, 52242, USA
| | - Karen M Gehrs
- Department of Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA, 52242, USA
| | - Stephen R Russell
- Department of Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA, 52242, USA
| | - James C Folk
- Department of Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA, 52242, USA
| | | | - Mark E Wilkinson
- Department of Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA, 52242, USA
| | - Elliott H Sohn
- Department of Ophthalmology and Visual Sciences, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA, 52242, USA.
| |
Collapse
|
25
|
Chanda S, Randhawa S, Bambrah HS, Fernandes T, Dogra V, Hegde S. Bridging the Gaps in Health Service Delivery for Truck Drivers of India Through Mobile Medical Units. Indian J Occup Environ Med 2020; 24:84-90. [PMID: 33281377 PMCID: PMC7703829 DOI: 10.4103/ijoem.ijoem_276_19] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 04/05/2020] [Accepted: 04/21/2020] [Indexed: 11/24/2022] Open
Abstract
Background: Truck drivers in India suffer from many lifestyle-related health problems. Providing primary health care services to truck drivers is essential to improve their overall health and well-being. This paper reports the findings of a community-based mobile medical unit program providing nonemergency and basic primary care services to truck drivers along the major highways of India. Piramal Swasthya Management and Research Institute launched this community-based mobile medical unit program, in partnership with Shriram Transport Finance Corporation Limited (STFCL). Materials and Methods: The paper describes the program model, its coverage, the sociodemographic profile, and common health morbidities of the truck drivers availing the program services. 2-year routine program data (April 2017 to March 2019) were accessed and analyzed. Results: A total of 1,167,210 number of unique truck drivers availed the program services during the reference period, of which 61,331 had complete data. The majority of truck drivers were male (99.1%) and just a few women (0.88%) and transgender (0.003%). The mean age was 45.5 years ± 10.91 and nearly half (49%) were in the productive age group (31–45 years). Noncommunicable and other chronic diseases (34.74%), musculoskeletal problems (24.17%), communicable diseases (14.52%), oral cavity-related problems (1.23%), and other minor ailments (17.77%) were the major consultation categories. Conclusion: Truck drivers in India have significant health morbidities. Providing primary health care services to truck drivers through mobile medical units is a step toward achieving universal health coverage.
Collapse
Affiliation(s)
- Subrata Chanda
- Clinical Domain, Piramal Swasthya Management and Research Institute, Guwahati, Assam, India
| | - Sonali Randhawa
- SATH, Piramal Swasthya Management and Research Institute, Hyderabad, Telangana, India
| | - Hardeep Singh Bambrah
- Operations, Piramal Swasthya Management and Research Institute, Guwahati, Assam, India
| | | | - Vishal Dogra
- Research and Analysis, Piramal Swasthya Management and Research Institute, Hyderabad, Telangana, India
| | - Shailendra Hegde
- Innovations, Piramal Swasthya Management and Research Institute, Hyderabad, Telangana, India
| |
Collapse
|
26
|
da Silva JC, Moraes MS, Martins PC, Silva DAS. Prevalence of abdominal obesity and associated lifestyle factors in bus drivers in a city in Southern Brazil. Work 2020; 66:579-585. [PMID: 32623419 DOI: 10.3233/wor-203200] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Bus drivers are exposed to unique working conditions. The behavioral and health trends of these workers should be investigated. OBJECTIVE To estimate the prevalence of abdominal obesity and associated lifestyle factors in bus drivers in a city in Southern Brazil. METHODS A cross-sectional study with 103 bus drivers with mean age of 41 years (±8.5) was conducted. Abdominal obesity was measured through waist circumference using anthropometric tape. To evaluate the different lifestyle domains, the Brazilian version of the Canadian Fantastic Lifestyle questionnaire was used. To check the association between abdominal obesity and lifestyle, binary logistic regression was used, with odds ratio (OR) estimates and 95% confidence intervals (95% CI). RESULTS It was verified that 26.3% of drivers had abdominal obesity. In addition, bus drivers who had inadequate lifestyle in the "Nutrition" and "Type of behavior" domains were, respectively, 3.6 (95% CI: 1.3-9.5, p = 0.01) and 2.6 times (95% CI: 1.1-6.7; p = 0.04) more likely of having abdominal obesity when compared to those adequate in these lifestyle domains. CONCLUSIONS Approximately one in four drivers had abdominal obesity and the "Nutrition" and "Type of Behavior" domains were associated with abdominal obesity.
Collapse
Affiliation(s)
- Jonatan Candido da Silva
- Universidade Federal de Santa Catarina, Núcleo de Pesquisa em Cineantropometria e Desempenho Humano, Florianópolis, Santa Catarina, Brasil
| | - Mikael Seabra Moraes
- Universidade Federal de Santa Catarina, Núcleo de Pesquisa em Cineantropometria e Desempenho Humano, Florianópolis, Santa Catarina, Brasil
| | - Priscila Custódio Martins
- Universidade Federal de Santa Catarina, Núcleo de Pesquisa em Cineantropometria e Desempenho Humano, Florianópolis, Santa Catarina, Brasil
| | - Diego Augusto Santos Silva
- Universidade Federal de Santa Catarina, Núcleo de Pesquisa em Cineantropometria e Desempenho Humano, Florianópolis, Santa Catarina, Brasil
| |
Collapse
|
27
|
Gurubhagavatula I, Tan M, Jobanputra AM. OSA in Professional Transport Operations: Safety, Regulatory, and Economic Impact. Chest 2020; 158:2172-2183. [PMID: 32540304 DOI: 10.1016/j.chest.2020.05.582] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 04/27/2020] [Accepted: 05/19/2020] [Indexed: 12/26/2022] Open
Abstract
OSA is common among commercial vehicle operators (CVOs) in all modes of transportation, including truck, bus, air, rail, and maritime operations. OSA is highly prevalent and increases the risk of drowsiness-related crashes in CVOs. Internationally, specific regulations regarding its identification and management vary widely or do not exist; medical examiners and sleep medicine specialists are urged to use available guidance documents in their absence. Education, screening, prompt identification and treatment, and ongoing surveillance to ensure effective therapy can lower the risk of fatigue-related crashes.
Collapse
Affiliation(s)
- Indira Gurubhagavatula
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Crescenz VA Medical Center, Philadelphia, PA
| | - Miranda Tan
- Memorial Sloan Kettering Cancer Center, New York, NY; Weill Cornell Medical College, New York, NY.
| | | |
Collapse
|
28
|
Diez JJ, Plano SA, Caldart C, Bellone G, Simonelli G, Brangold M, Cardinali DP, Golombek D, Pérez Chada D, Vigo DE. Sleep misalignment and circadian rhythm impairment in long-haul bus drivers under a two-up operations system. Sleep Health 2020; 6:374-386. [PMID: 32081596 DOI: 10.1016/j.sleh.2019.12.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Revised: 12/18/2019] [Accepted: 12/31/2019] [Indexed: 02/07/2023]
Abstract
OBJECTIVES The objective of the study was to describe working and sleep conditions and to assess how sleep opportunities are associated with obtained sleep and alertness, in a sample of long-haul bus drivers working with a two-up operations system. METHODS Measures of subjective sleep and sleepiness, actigraphy, circadian temperature rhythm, and psychomotor vigilance tasks were obtained from a sample of 122 drivers from Argentina. Variables were compared between high and low fatigue risk groups, which were formed using a median split of a fatigue risk score. The score was calculated based on drivers' total working hours, maximum shift duration, minimum short break duration, maximum night work per seven days, and long break frequencies. RESULTS Considering a standardized one-day period, sleep in the bus accounted for 1.9±0.1 h of total sleep (57±1% efficiency), sleep at destination for 1.6±0.2 h of total sleep (90±1% efficiency), and sleep at home for 3.8±0.2 h of total sleep (89±1% nap efficiency and 90±1% anchor sleep efficiency). In drivers exposed to high-risk working schedules, the circadian temperature rhythm was weaker (lower % of variance explained by the model) (22.0±1.7% vs. 27.6±2.0%, p <0.05) and without a significant acrophase. CONCLUSIONS Drivers obtained a total amount of weekly sleep similar to the recommended levels for adults, but distributed at different locations and at different times during the day. High-risk working schedules were associated with disruption of circadian temperature rhythms. These results point out to the need of the implementation of shift-work scheduling strategies to minimize sleep misalignment and circadian desynchronization in long-haul bus drivers.
Collapse
Affiliation(s)
- Joaquín J Diez
- Laboratory of Chronophysiology, Institute for Biomedical Research (BIOMED), Pontifical Catholic University of Argentina (UCA) and National Scientific and Technical Research Council (CONICET), CABA, Argentina
| | - Santiago A Plano
- Laboratory of Chronophysiology, Institute for Biomedical Research (BIOMED), Pontifical Catholic University of Argentina (UCA) and National Scientific and Technical Research Council (CONICET), CABA, Argentina; Laboratory of Chronobiology, National University of Quilmes (UNQ), Bernal, Argentina
| | - Carlos Caldart
- Department of Biology, University of Washington, Seattle, USA
| | - Giannina Bellone
- Laboratory of Chronobiology, National University of Quilmes (UNQ), Bernal, Argentina; National Scientific and Technical Research Council (CONICET), CABA, Argentina
| | - Guido Simonelli
- Behavioral Biology Branch, Walter Reed Army Institute of Research, Silver Spring, USA
| | - Mauro Brangold
- El Cruce High Complexity Network Hospital, Florencio Varela, Argentina
| | - Daniel P Cardinali
- Laboratory of Chronophysiology, Institute for Biomedical Research (BIOMED), Pontifical Catholic University of Argentina (UCA) and National Scientific and Technical Research Council (CONICET), CABA, Argentina
| | - Diego Golombek
- Laboratory of Chronobiology, National University of Quilmes (UNQ), Bernal, Argentina; National Scientific and Technical Research Council (CONICET), CABA, Argentina
| | - Daniel Pérez Chada
- Pulmonary and Sleep Clinic, Department of Medicine, Austral University, Pilar, Argentina
| | - Daniel E Vigo
- Laboratory of Chronophysiology, Institute for Biomedical Research (BIOMED), Pontifical Catholic University of Argentina (UCA) and National Scientific and Technical Research Council (CONICET), CABA, Argentina; Faculty of Psychology and Educational Sciences, Katholieke Universiteit Leuven, Leuven, Belgium.
| |
Collapse
|
29
|
The Pre-Registry Commercial Driver Medical Examination: Screening Sensitivity and Certification Lengths for Two Safety-Related Medical Conditions. J Occup Environ Med 2020; 62:237-245. [PMID: 31977920 DOI: 10.1097/jom.0000000000001816] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Use independent diagnostic data to analyze the screening effectiveness of the pre-Registry commercial driver medical examination (CDME) for obstructive sleep apnea (OSA), and its sensitivity for hypertension; analyze certification lengths where relevant. METHODS CDME screening results for 1668 drivers were compared to polysomnogram diagnostic test results, and CDME screening results were evaluated for 1155 drivers with at least one insurance claim with a hypertension diagnostic code. Any CDME documentation of the medical condition was considered as detection by screening. RESULTS CDME sensitivity was 20.7% for moderate OSA (AHI ≥ 15). While sensitivity was 77.5% for hypertension, 93.3% of drivers with Stage 3 hypertension were certified, contrary to Federal Motor Carrier Safety Administration standards. CONCLUSIONS The pre-Registry CDME was ineffective in screening commercial drivers for OSA. Screening was better for hypertension; incorrect certifications were given to many hypertensive drivers.
Collapse
|
30
|
Bschaden A, Rothe S, Schöner A, Pijahn N, Stroebele-Benschop N. Food choice patterns of long-haul truck drivers driving through Germany, a cross sectional study. BMC Nutr 2019; 5:56. [PMID: 32153969 PMCID: PMC7050878 DOI: 10.1186/s40795-019-0326-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 11/14/2019] [Indexed: 12/11/2022] Open
Abstract
Background Long-haul truck drivers are exposed to unfavorable working conditions affecting their health but information on truck drivers travelling through Europe is missing. The study aimed to describe the populations' characteristics and food choice patterns while working compared with eating patterns at home, taking weight status into account. Methods A cross-sectional survey using questionnaires in 12 languages conducted at two truck stops in Germany. Results Among 404 truck drivers of 24 nationalities, only 24% were normal weight while 46% were considered overweight and 30% obese. In regards to their health, more than half reported that they smoked and 32% reported at least one chronic disease. 37% ate their meals often or always at truck stops, while 6% never did so. The most common food items brought from home were fruits (62%) followed by sausages (50.6%), sandwiches (38.7%), self-cooked meals (37%), sweets (35.4%), and raw vegetables (31%). Bivariate analyses revealed differences in food choices during work and at home with more sausages, energy drinks and soft drinks, and canned foods eaten during trips. Fresh vegetables, legumes and fish were more often chosen at home. Available food appliances in trucks appeared to be associated with food choice patterns. Interestingly, food choice patterns and food preparation did not differ significantly across weight categories. Conclusions The working conditions of professional truck drivers make a healthy lifestyle difficult to follow and appear to influence food choices while working. Particular effort should be taken to improve food choice patterns, food preparation and purchasing possibilities during trips.
Collapse
Affiliation(s)
- Andreas Bschaden
- 1Department of Applied Nutritional Psycholoy, Institute of Nutritional Medicine, University of Hohenheim, Fruwirthstr. 12, 70593 Stuttgart, Germany
| | | | - Anja Schöner
- 1Department of Applied Nutritional Psycholoy, Institute of Nutritional Medicine, University of Hohenheim, Fruwirthstr. 12, 70593 Stuttgart, Germany
| | - Nina Pijahn
- 1Department of Applied Nutritional Psycholoy, Institute of Nutritional Medicine, University of Hohenheim, Fruwirthstr. 12, 70593 Stuttgart, Germany
| | - Nanette Stroebele-Benschop
- 1Department of Applied Nutritional Psycholoy, Institute of Nutritional Medicine, University of Hohenheim, Fruwirthstr. 12, 70593 Stuttgart, Germany
| |
Collapse
|
31
|
Clemes SA, Varela Mato V, Munir F, Edwardson CL, Chen YL, Hamer M, Gray LJ, Bhupendra Jaicim N, Richardson G, Johnson V, Troughton J, Yates T, King JA. Cluster randomised controlled trial to investigate the effectiveness and cost-effectiveness of a Structured Health Intervention For Truckers (the SHIFT study): a study protocol. BMJ Open 2019; 9:e030175. [PMID: 31767581 PMCID: PMC6886973 DOI: 10.1136/bmjopen-2019-030175] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
INTRODUCTION Heavy goods vehicle (HGV) drivers exhibit higher than nationally representative rates of obesity, and obesity-related comorbidities, in comparison to other occupational groups. Their working environments are not conducive to a healthy lifestyle, yet there has been limited attention to health promotion efforts. We have developed a Structured Health Intervention For Truckers (the SHIFT programme), a multicomponent, theory-driven, health-behaviour intervention targeting physical activity, diet and sitting in HGV drivers. This paper describes the protocol of a cluster randomised controlled trial designed to evaluate the effectiveness and cost-effectiveness of the SHIFT programme. METHODS AND ANALYSIS HGV drivers will be recruited from a logistics company in the UK. Following baseline measurements, depots (clusters) will be randomised to either the SHIFT intervention or usual-care control arm (12 clusters in each, average cluster size 14 drivers). The 6-month SHIFT intervention includes a group-based interactive 6-hour education session, worksite champion support and equipment provision (including a Fitbit and resistance bands/balls to facilitate a 'cab workout'). Objectively measured total daily physical activity (steps/day) will be the primary outcome. Secondary outcomes include: objectively measured light-intensity physical activity and moderate-to-vigorous physical activity, sitting time, sleep quality, markers of adiposity, blood pressure and capillary blood markers (glycated haemoglobin, low-density lipoprotein-cholesterol, high-density lipoprotein-cholesterol). Self-report questionnaires will examine fruit and vegetable intake, psychosocial and work outcomes and mental health. Quality of life and resources used (eg, general practitioner visits) will also be assessed. Measures will be collected at baseline, 6 and 12 months and analysed according to a modified intention-to-treat principle. A full process evaluation and cost-effectiveness analysis will be conducted. ETHICS AND DISSEMINATION Ethical approval was obtained from the Loughborough University Ethics Approvals Sub-Committee (reference: R17-P063). Study findings will be disseminated through publications in research and professional journals, through conference presentations and to relevant regional and national stakeholders via online media and at dissemination events. TRIAL REGISTRATION NUMBER ISRCTN10483894.
Collapse
Affiliation(s)
- Stacy A Clemes
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Verónica Varela Mato
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Fehmidah Munir
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | | | - Yu-Ling Chen
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Mark Hamer
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Laura J Gray
- Department of Health Sciences, University of Leicester, Leicester, UK
| | | | | | - Vicki Johnson
- Leicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Jacqui Troughton
- Leicester Diabetes Centre, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Thomas Yates
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - James A King
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| |
Collapse
|
32
|
A Structured Health Intervention for Truckers (SHIFT): A Process Evaluation of a Pilot Health Intervention in a Transport Company. J Occup Environ Med 2019; 60:377-385. [PMID: 29271840 DOI: 10.1097/jom.0000000000001258] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVES To undertake a process-evaluation of a structured health intervention for truckers (SHIFT) implemented in a sample of UK lorry drivers. METHODS A combination of "debrief interviews," focus groups and one-to-one interviews, in addition to observations and reflections of the two lead researchers were used to collect data on the acceptability of SHIFT from a group of 16 lorry drivers and four transport managers. RESULTS The SHIFT program was considered relevant and acceptable to lorry drivers. It provided them with health information tailored to their specific health needs, long-lasting tools and techniques, which helped to raise their awareness of key health issues and helped to stimulate lifestyle changes during their daily routine. CONCLUSION This process-evaluation suggests that the SHIFT program should now be evaluated on a larger scale and tested through fully randomized controlled trials.
Collapse
|
33
|
Adedokun AO, Ter Goon D, Owolabi EO, Adeniyi OV, Ajayi AI. Prevalence, awareness, and determinants of type 2 diabetes mellitus among commercial taxi drivers in buffalo city metropolitan municipality South Africa: A cross-sectional survey. Medicine (Baltimore) 2019; 98:e14652. [PMID: 30817586 PMCID: PMC6831414 DOI: 10.1097/md.0000000000014652] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Undiagnosed type 2 diabetes mellitus constitutes a significant threat to the health of commercial taxi drivers, safety of the passengers and other road users. This study determines the prevalence of pre-diabetes and type 2 diabetes mellitus among commercial taxi drivers in Buffalo City Metropolitan Municipality (BCMM), Eastern Cape and examines the factors associated with type 2 diabetes mellitus.A cross-sectional survey of 403 commercial taxi drivers was undertaken using the World Health Organization (WHO) STEPwise approach. Anthropometric, blood pressure, and blood glucose measurements followed standard procedure. Diabetes status was determined using the fasting blood glucose (FBG) test. Diabetes was defined as a FBG ≥7.0mmol/L or self-reported history of diabetes or current diabetes medication use (treatment), while pre-diabetes was defined as a FBG of 5.6 to 6.9 mmol/L. Awareness of diabetes was defined as a self-reported history of diabetes.The mean age of the study participants was 43.3 ± 12.5years. Prevalence of pre-diabetes and diabetes were 17% (95% CI: 13.4-20.6) and 16% (95% CI: 12.4-19.6), respectively. Of those who had diabetes (n = 63), the majority were aware of their diabetes status (n = 43) and were on treatment (n = 30). In the unadjusted logistic regression, age, ever married, hypertension, obesity, and driving for more than 5 years were independently associated with diabetes. However, only age >35 (adjusted odds ratio [AOR]= 3.65, CI: 1.17-11.32), ever married (AOR= 3.26, CI: 1.52-6.99) and hypertension (AOR= 3.23, CI: 1.56-6.69) were associated with diabetes in the adjusted logistic regression model.The prevalence of diabetes among commercial taxi drivers in this study is high, almost twice the national prevalence of diabetes in South Africa. Periodic health screening among this sub-population group is important to bridge the gap of undiagnosed diabetes in South Africa.
Collapse
Affiliation(s)
| | - Daniel Ter Goon
- Department of Nursing Science, Faculty of Health Sciences, University of Fort Hare, East London
| | - Eyitayo Omolara Owolabi
- Department of Nursing Science, Faculty of Health Sciences, University of Fort Hare, East London
| | - Oladele Vincent Adeniyi
- Department of Family Medicine, Faculty of Health Sciences, Walter Sisulu University, Mthatha
| | | |
Collapse
|
34
|
Lyons MM, Kraemer JF, Dhingra R, Keenan BT, Wessel N, Glos M, Penzel T, Gurubhagavatula I. Screening for Obstructive Sleep Apnea in Commercial Drivers Using EKG-Derived Respiratory Power Index. J Clin Sleep Med 2019; 15:23-32. [PMID: 30621825 DOI: 10.5664/jcsm.7562] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Accepted: 08/17/2018] [Indexed: 11/13/2022]
Abstract
STUDY OBJECTIVES Obstructive sleep apnea (OSA) is common in commercial motor vehicle operators (CMVOs); however, polysomnography (PSG), the gold-standard diagnostic test, is expensive and inconvenient for screening. OSA is associated with changes in heart rate and voltage on electrocardiography (EKG). We evaluated the utility of EKG parameters in identifying CMVOs at greater risk for sleepiness-related crashes (apnea-hypopnea index [AHI] ≥ 30 events/h). METHODS In this prospective study of CMVOs, we performed EKGs with concurrent PSG, and calculated the respiratory power index (RPI) on EKG, a surrogate for AHI calculated from PSG. We evaluated the utility of two-stage predictive models using simple clinical measures (age, body mass index [BMI], neck circumference, Epworth Sleepiness Scale score, and the Multi-Variable Apnea Prediction [MVAP] score) in the first stage, followed by RPI in a subset as the second-stage. We assessed area under the receiver operating characteristic curve (AUC), sensitivity, and negative posttest probability (NPTP) for this two-stage approach and for RPI alone. RESULTS The best-performing model used the MVAP, which combines BMI, age, and sex with three OSA symptoms, in the first stage, followed by RPI in the second. The model yielded an estimated (95% confidence interval) AUC of 0.883 (0.767-0.924), sensitivity of 0.917 (0.706-0.962), and NPTP of 0.034 (0.015-0.133). Predictive characteristics were similar using a model with only BMI as the first-stage screen. CONCLUSIONS A two-stage model that combines BMI or the MVAP score in the first stage, with EKG in the second, had robust discriminatory power to identify severe OSA in CMVOs.
Collapse
Affiliation(s)
- M Melani Lyons
- Center for Sleep and Circadian Neurobiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jan F Kraemer
- Department of Physics, Humboldt-Universitat zu Berlin, Berlin, Germany
| | - Radha Dhingra
- Mahatma Gandhi Medical College and Hospital, Jaipur, India
| | - Brendan T Keenan
- Center for Sleep and Circadian Neurobiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Niels Wessel
- Department of Physics, Humboldt-Universitat zu Berlin, Berlin, Germany
| | - Martin Glos
- The Centre of Sleep Medicine, Department of Cardiology, Charité Universitätsmedizin, Berlin, Berlin, Germany
| | - Thomas Penzel
- The Centre of Sleep Medicine, Department of Cardiology, Charité Universitätsmedizin, Berlin, Berlin, Germany
| | - Indira Gurubhagavatula
- Center for Sleep and Circadian Neurobiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania.,Sleep Disorders Clinic at the Philadelphia CMC VA Medical Center, Philadelphia, Pennsylvania
| |
Collapse
|
35
|
Sleep and Mental Health in Truck Drivers: Descriptive Review of the Current Evidence and Proposal of Strategies for Primary Prevention. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:ijerph15091852. [PMID: 30150599 PMCID: PMC6164547 DOI: 10.3390/ijerph15091852] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Revised: 08/19/2018] [Accepted: 08/20/2018] [Indexed: 11/21/2022]
Abstract
Background: Professional truck drivers (TDs) are exposed to stressful working (and living) conditions and are vulnerable. They report physical and mental health problems and psychological distress more frequently than the general population and their problems can affect safety on the roads. Actions to improve TDs’ health and reduce the risks of (co-)morbidity or unsafe driving are imperative. Methods: The published studies dealing with the TDs’ sleep habits and mental health were reviewed to define the scenario and organize the preventive strategies proposed thus far. Results: Awareness among TDs of the high risk for health and safety due to (often co-existing) untreated sleep and mental health problems is critical. Alcohol and prescribed or illicit drugs are often misused to compensate for depression, anxiety, job strain, fatigue, and social isolation. Polypharmacy and dependence increase the chance of unsafe behaviors on the road. The TDs’ access to healthcare services is scant, and participation in industry-sponsored wellness programs is limited. Conclusions: Primary prevention is a first unavoidable step to deal with sleep and mental health problems. Educational programs, online support and tele-health assessment/monitoring would help improve the well-being, safety and health of professional TDs and increase safety on the road.
Collapse
|
36
|
Yook JH, Lee DW, Kim MS, Hong YC. Cardiovascular disease risk differences between bus company employees and general workers according to the Korean National Health Insurance Data. Ann Occup Environ Med 2018; 30:32. [PMID: 29760932 PMCID: PMC5941761 DOI: 10.1186/s40557-018-0242-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Accepted: 04/23/2018] [Indexed: 12/02/2022] Open
Abstract
Background Bus drivers are known to be highly at risk of cardiovascular diseases. In this study, we assessed the cardiovascular disease prevalence of bus company employees in Seoul, South Korea, and compared the results to those of general workers. Methods We analyzed the 2014 Korean National Health Insurance (NHI) data and defined hypertension, diabetes, dyslipidemia, ischemic heart disease, and cerebrovascular disease based on the KCD-6 medical diagnoses. We used bus company employees as surrogate participants of bus drivers due to the characteristics of Korean NHI data. We identified bus company employees in Seoul based on one’s workplace which the insurance is registered. The prevalence of five diseases was compared between the bus company employees and general workers. We also calculated the odds ratios (OR) of five diseases between the bus company employees and general workers. To compensate the vast demographical differences between the two groups, we performed propensity score matching. Results Bus company employees have higher OR for having hypertension (OR 1.33, 95% CI: 1.28–1.39), diabetes mellitus (1.14, 95% CI: 1.08–1.22), and dyslipidemia (1.23, 95% CI: 1.17–1.29) than the general workers or propensity score matched controls. However, the OR of having ischemic heart disease were not significant. The OR of cerebrovascular disease were lower in bus company employees than in the general workers after adjusting the covariates, but similar in the propensity score matched model. Conclusion This study showed that the ORs of cardiovascular disease risk factors are high in bus company employees when compared to the general working population. Further studies with the longitudinal design should be conducted to confirm the causal association.
Collapse
Affiliation(s)
- Ji-Hoo Yook
- 1Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Dong-Wook Lee
- 1Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Min-Seok Kim
- 1Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Yun-Chul Hong
- 1Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.,2Institute of Environmental Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea
| |
Collapse
|
37
|
Thiese MS, Hanowski RJ, Moffitt G, Kales SN, Porter RJ, Ronna B, Hartenbaum N, Hegmann KT. A retrospective analysis of cardiometabolic health in a large cohort of truck drivers compared to the American working population. Am J Ind Med 2018; 61:103-110. [PMID: 29114913 DOI: 10.1002/ajim.22795] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/20/2017] [Indexed: 11/08/2022]
Abstract
BACKGROUND Truck drivers face many health challenges, including lifestyle, diet, inactivity, stressors, and social support. METHODS A repeated cross-sectional analysis compared 88,246 truck drivers with data from (n = 11 918) the National Health and Nutrition Examination Survey (NHANES). Trends over time for body mass index (BMI), high blood pressure, diabetes mellitus, heart disease, and sleep disorders were analyzed, adjusting for potential confounders. RESULTS Truck drivers had significantly worsening health metrics between 2005 and 2012 compared to NHANES participants. Truck drivers were significantly more likely to be obese and morbidly obese with prevalence odds ratios (POR) and 95% confidence intervals (95%CI) of 1.99 (1.87, 2.13) and 2.34 (2.16, 2.54), respectively. Measured blood pressure, self-reported high blood pressure, diabetes mellitus, and heart disease all significantly increased. Also, sleep disorders increased among truck drivers from 2005 to 2012 (POR = 6.55, 95%CI 5.68, 7.55). CONCLUSION These data suggest disproportionate increases in poor health among truck drivers from 2005 to 2012.
Collapse
Affiliation(s)
- Matthew S. Thiese
- Department of Family and Preventive Medicine, Rocky Mountain Center for Occupational and Environment Health, School of Medicine; University of Utah; Salt Lake City Utah
| | - Richard J. Hanowski
- Center for Truck and Bus Safety; Virginia Tech Transportation Institute; Blacksburg Virginia
| | - Gary Moffitt
- Arkansas Occupational Health Clinic; Springdale Arkansas
| | - Stefanos N. Kales
- Department of Environmental Health; School of Public Health; Harvard University; Cambridge Massachusetts
| | - Richard. J. Porter
- Department of Civil and Environmental Engineering, Utah Traffic Lab; University of Utah; Salt Lake City Utah
| | - Brenden Ronna
- Department of Family and Preventive Medicine, Rocky Mountain Center for Occupational and Environment Health, School of Medicine; University of Utah; Salt Lake City Utah
| | | | - Kurt T. Hegmann
- Department of Family and Preventive Medicine, Rocky Mountain Center for Occupational and Environment Health, School of Medicine; University of Utah; Salt Lake City Utah
| |
Collapse
|
38
|
Varela-Mato V, O’Shea O, King JA, Yates T, Stensel DJ, Biddle SJH, Nimmo MA, Clemes SA. Cross-sectional surveillance study to phenotype lorry drivers' sedentary behaviours, physical activity and cardio-metabolic health. BMJ Open 2017. [PMID: 28637722 PMCID: PMC5577867 DOI: 10.1136/bmjopen-2016-013162] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
OBJECTIVES Elevated risk factors for a number of chronic diseases have been identified in lorry drivers. Unhealthy lifestyle behaviours such as a lack of physical activity (PA) and high levels of sedentary behaviour (sitting) likely contribute to this elevated risk. This study behaviourally phenotyped UK lorry drivers' sedentary and non-sedentary behaviours during workdays and non-workdays and examined markers of drivers cardio-metabolic health. SETTING A transport company from the East Midlands, UK. PARTICIPANTS A sample of 159 male heavy goods vehicle drivers (91% white European; (median (range)) age: 50 (24, 67) years) completed the health assessments. 87 (age: 50.0 (25.0, 65.0); body mass index (BMI): 27.7 (19.6, 43.4) kg/m2) provided objective information on sedentary and non-sedentary time. OUTCOMES Participants self-reported their sociodemographic information. Primary outcomes: sedentary behaviour and PA, assessed over 7 days using an activPAL3 inclinometer. Cardio-metabolic markers included: blood pressure (BP), heart rate, waist circumference (WC), hip circumference, body composition and fasted capillary blood glucose, triglycerides, high-density lipopreotein cholesterol, low-density lipoprotein cholesterol (LDL-C) and total cholesterol (TC) levels. These cardio-metabolic markers were treated as secondary outcomes. RESULTS Lorry drivers presented an unhealthy cardio-metabolic health profile (median (IQR) systolic BP: 129 (108.5, 164) mm Hg; diastolic BP: 81 (63, 104) mm Hg; BMI: 29 (20, 47) kg/m2; WC: 102 (77.5, 146.5) cm; LDL-C: 3 (1, 6) mmol/L; TC: 4.9 (3, 7.5) mmol/L). 84% were overweight or obese, 43% had type 2 diabetes or prediabetes and 34% had the metabolic syndrome. The subsample of lorry drivers with objective postural data (n=87) accumulated 13 hours/day and 8 hours/day of sedentary behaviour on workdays and non-workdays (p<0.001), respectively. On average, drivers accrued 12 min/day on workdays and 6 min/day on non-workdays of moderate-to-vigorous PA (MVPA). CONCLUSION Lorry drivers demonstrate a high-risk cardio-metabolic profile and are highly sedentary and physically inactive. Interventions to reduce sitting and increase MVPA during breaks and leisure time to improve cardio-metabolic health are urgently needed. Educational programmes to raise awareness about diet and exercise are recommended.
Collapse
Affiliation(s)
- Veronica Varela-Mato
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- Lifestyle and Physical Activity Biomedical Research Unit, NIHR Leicester-Loughborough Diet, Loughborough, UK
| | - Orlagh O’Shea
- Centre for Health and Rehabilitation Technologies, Institute for Nursing and Health Research, Ulster University, Newtownabbey, UK
| | - James A King
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- Lifestyle and Physical Activity Biomedical Research Unit, NIHR Leicester-Loughborough Diet, Loughborough, UK
| | - Thomas Yates
- Lifestyle and Physical Activity Biomedical Research Unit, NIHR Leicester-Loughborough Diet, Loughborough, UK
- Leicester Diabetes Centre, University of Leicester, Leicester, UK
| | - David J Stensel
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- Lifestyle and Physical Activity Biomedical Research Unit, NIHR Leicester-Loughborough Diet, Loughborough, UK
| | - Stuart JH Biddle
- Institute of Sport, Exercise & Active Living (ISEAL), Victoria University, Melbourne, Australia
| | - Myra A Nimmo
- College of Life and Environmental Sciences, University of Birmingham, Birmingham, UK
| | - Stacy A Clemes
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- Lifestyle and Physical Activity Biomedical Research Unit, NIHR Leicester-Loughborough Diet, Loughborough, UK
| |
Collapse
|
39
|
Choi B, Schnall P, Dobson M, Yang H, Baker D, Seo Y. A socioecological framework for research on work and obesity in diverse urban transit operators based on gender, race, and ethnicity. Ann Occup Environ Med 2017; 29:15. [PMID: 28529756 PMCID: PMC5436435 DOI: 10.1186/s40557-017-0171-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Accepted: 05/10/2017] [Indexed: 12/18/2022] Open
Abstract
Urban transit (bus and rail) operators, totaling nearly 700,000 persons, are one of the heaviest occupational groups in the United States (US). Little is known about occupational risk factors for weight gain and obesity and their interrelationship with health-related behaviors, particularly among female minority (African Americans and Hispanics) transit operators who are at greater risk for obesity. As a step towards developing successful obesity interventions among urban transit operators, this paper aims to present a new socioecological framework for studying working conditions, chronic strain, health-related behaviors, weight gain/obesity, and obesity disparity in diverse urban transit operators based on gender, race, and ethnicity. Our framework is a synthesis of several different theories and disciplines: the resource-work load model (work stress), occupational ergonomics, the theory of intersectionality, and worksite health promotion. The framework was developed utilizing an extensive literature review, results from our on-going research on obesity, input from focus groups conducted with Los Angeles transit operators as well as interviews and meetings with transit operator stakeholders (management, unions, and worksite transit wellness program), and ride-along observations. Our hypotheses highlighted in the framework (see Fig. 1) are that adverse working conditions, largely characterized as a combination of high demands and low resources, will increase the risk for weight gain/obesity among transit operators directly through chronic strain and hypothalamic dysfunction (hyper-and hypo-activations), and indirectly through health-related behaviors and injuries/chronic severe pain. We also hypothesize that the observed increase in adiposity among female minority operators is due to their greater exposure to adverse occupational and non-occupational conditions that reflect their intersecting social identities of lower social class and being a minority woman in the US. Our proposed framework could greatly facilitate future transit worksite obesity studies by clarifying the complex and important roles of adverse working conditions in the etiology of weight gain/obesity and obesity disparity among transit operators and other working populations.
Collapse
Affiliation(s)
- BongKyoo Choi
- Center for Occupational and Environmental Health, University of California Irvine, 100 Theory, Suite 100, Irvine, CA 92617 USA
| | - Peter Schnall
- Center for Occupational and Environmental Health, University of California Irvine, 100 Theory, Suite 100, Irvine, CA 92617 USA
| | - Marnie Dobson
- Center for Occupational and Environmental Health, University of California Irvine, 100 Theory, Suite 100, Irvine, CA 92617 USA
| | - Haiou Yang
- Center for Occupational and Environmental Health, University of California Irvine, 100 Theory, Suite 100, Irvine, CA 92617 USA
| | - Dean Baker
- Center for Occupational and Environmental Health, University of California Irvine, 100 Theory, Suite 100, Irvine, CA 92617 USA
| | - YoungJu Seo
- Department of Sociology, University of Massachusetts Amherst, 200 Hicks Way, Amherst, MA 01003 USA
| |
Collapse
|
40
|
Möhner M, Wendt A. A critical review of the relationship between occupational exposure to diesel emissions and lung cancer risk. Crit Rev Toxicol 2017; 47:185-224. [PMID: 28322628 DOI: 10.1080/10408444.2016.1266598] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
In 2012, a working group of the International Agency for Research on Cancer classified diesel exhaust (DE) as a human carcinogen (Group 1). This decision was primarily based on the findings of the Diesel Exhaust in Miners Study (DEMS). The disparity between the results of various methodological approaches applied to the DEMS led to several critical commentaries. An expert panel was subsequently set up by the Health Effects Institute to evaluate the DEMS results, together with a large study in the trucking industry. The panel concluded that both studies provided a useful basis for quantitative risk assessments (QRAs) of DE exposure. However, the results of both studies were non-definitive as the studies suffer from several methodological shortcomings. We conducted a critical review of the studies used by the International Agency for Research on Cancer (IARC) working group to evaluate the relationship between DE and lung cancer. The aim was to assess whether the available studies support the statement of a causal relationship and, secondarily if they could be used for QRA. Our review highlights several methodological flaws in the studies, amongst them overadjustment bias, selection bias, and confounding bias. The conclusion from our review is that the currently published studies provide little evidence for a definite causal link between DE exposure and lung cancer risk. Based on two studies in miners, the DEMS and the German Potash Miners study, QRA may be conducted. However, the DEMS data should be reanalyzed in advance to avoid bias that affects the presently published risk estimates.
Collapse
Affiliation(s)
- Matthias Möhner
- a Division Work and Health , Federal Institute for Occupational Safety and Health , Berlin , Germany
| | - Andrea Wendt
- a Division Work and Health , Federal Institute for Occupational Safety and Health , Berlin , Germany
| |
Collapse
|
41
|
Thiese MS, Hanowski RJ, Kales SN, Porter RJ, Moffitt G, Hu N, Hegmann KT. Multiple Conditions Increase Preventable Crash Risks Among Truck Drivers in a Cohort Study. J Occup Environ Med 2017; 59:205-211. [PMID: 28079676 PMCID: PMC5293661 DOI: 10.1097/jom.0000000000000937] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE This study aims to quantify the crash risk for truck drivers with multiple comorbid medical conditions, after adjusting for confounders. METHODS This retrospective cohort of 38,184 drivers evaluated concomitant medical conditions and subsequent crash data between January 1, 2005, and October 31, 2012. Hazard ratios (HRs) and 95% confidence intervals (95% CIs) were calculated for any cause and preventable crashes of varying severity. RESULTS Drivers with three or more medical conditions had a significantly increased risk of preventable Department of Transportation (DOT) reportable crashes (HR = 2.53, 95% CI = 1.65 to 3.88) and preventable crashes with injuries (HR = 2.23, 95% CI = 1.09 to 5.31) after adjustment for covariates. Similarly, adjusted HRs were 2.55 (95% CI = 1.37 to 4.73) for any cause DOT-reportable crashes and 3.21 (95% CI = 1.18 to 8.75) for any cause crashes with injuries. CONCLUSIONS Having three concomitant medical conditions may be a statistically significant risk factor for preventable and any cause DOT-reportable crashes and crashes with injuries.
Collapse
Affiliation(s)
- Matthew S. Thiese
- The Rocky Mountain Center for Occupational & Environment Health, Department of Family and Preventive Medicine, School of Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Richard J. Hanowski
- Center for Truck and Bus Safety, Virginia Tech Transportation Institute, Blacksburg, Virginia, USA
| | - Stefanos N. Kales
- Department of Environmental Health, Harvard TH Chan School of Public Health, Boston, Massachusetts, Occupational Medicine, Cambridge Health Alliance/Harvard Medical School, Cambridge, Massachusetts, USA
| | - Richard J. Porter
- Department of Civil & Environmental Engineering, College of Engineering, University of Utah, Salt Lake City, Utah, USA
| | - Gary Moffitt
- Arkansas Occupational Health Clinic, Springdale, Arkansas, USA
| | - Nan Hu
- Department of Internal Medicine, School of Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Kurt T. Hegmann
- The Rocky Mountain Center for Occupational & Environment Health, Department of Family and Preventive Medicine, School of Medicine, University of Utah, Salt Lake City, Utah, USA
| |
Collapse
|
42
|
Ronna BB, Thiese MS, Ott U, Effiong A, Murtaugh M, Kapellusch J, Garg A, Hegmann K. The Association Between Cardiovascular Disease Risk Factors and Motor Vehicle Crashes Among Professional Truck Drivers. J Occup Environ Med 2016; 58:828-32. [PMID: 27414010 PMCID: PMC4980233 DOI: 10.1097/jom.0000000000000806] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE This study assesses relationships between the Framingham cardiovascular disease risk (CVD risk) score and prevalence of US Department of Transportation (DOT)-reportable crashes in commercial motor vehicle (CMV) drivers, after controlling for potential confounders. METHODS Data were analyzed from CMV drivers (N = 797) in a large cross-sectional study. CVD risk was calculated for each driver. Adjusted odds ratios (ORs) and 95% confidence intervals (95% CIs) between CVD risk and DOT-reportable crashes were calculated. RESULTS Drivers in the two highest CVD risk groups had significantly higher likelihood of crash (OR = 2.08, 95% CI = 1.20 to 3.63 and OR = 1.99, 95% CI = 1.05 to 3.77, respectively) after adjusting for confounders. There was a significant trend of increasing prevalence of crashes with an increasing CVD risk score (P = 0.0298). CONCLUSION Drivers with a high CVD risk had a higher likelihood of a crash after controlling for confounders.
Collapse
Affiliation(s)
- Brenden B Ronna
- Rocky Mountain Center for Occupational and Environmental Health, Department of Family & Preventive Medicine, University of Utah School of Medicine, Salt Lake City (Mr Ronna, Drs Thiese, Ott, Effiong, Murtaugh, Hegmann), and Department of Industrial & Manufacturing Engineering, Center for Ergonomics, University of Wisconsin, Milwaukee (Drs Kapellusch, Garg)
| | | | | | | | | | | | | | | |
Collapse
|
43
|
Abstract
OBJECTIVE To assess relationships and trends over time in individual conditions and multiple conditions among a large sample of independent, nonoverlapping truck drivers using a repeated cross-sectional study design. METHODS Commercial driver medical examinations were conducted on 95,567 commercial drivers between January 1, 2005, and October 31, 2012. Specific medical conditions that have been identified by the Federal Motor Carrier Safety Administration's Medical Review Board as possibly increasing crash risk were examined. Prevalence and trends over time were analyzed. RESULTS A total of 8 of the 13 conditions significantly increased from 2005 to 2012. Prevalence of multiple concomitant conditions also increased, with prevalence odds ratios as high as 7.39 (95% confidence interval, 3.92 to 13.98) for four or more conditions in 2012 as compared with 2005. CONCLUSIONS Individual and multiple conditions thought to be associated with increased crash risk significantly increased between 2005 and 2012.
Collapse
|
44
|
Boschman JS, Hulshof CTJ, Frings-Dresen MHW, Sluiter JK. Improving fit to work assessments for rail safety workers by exploring work limitations. Int Arch Occup Environ Health 2016; 89:803-11. [PMID: 26867594 PMCID: PMC4871920 DOI: 10.1007/s00420-016-1117-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Accepted: 01/25/2016] [Indexed: 11/09/2022]
Abstract
PURPOSE We aim to provide evidence for improving fit to work assessments for rail safety workers and raised the question whether adding an assessment of work limitations is useful. Therefore, we assessed differences in the proportions of perceived work limitations and reported health complaints and whether older age or having health complaints are risk factors for having work limitations. METHODS Job requirements for rail safety workers are 'vigilance and clear judgment', 'good communication abilities', 'sufficient eye sight' and 'task-required physical abilities'. We invited 1000 workers to fill in a questionnaire about perceived work limitations and health problems related to their job requirements. Proportions of the two were compared by using the McNemar test. Associations were analyzed by using univariate logistic regression. RESULTS Among 484 rail safety workers, we found statistically significant differences between the proportions of reported health complaints (2-26 %) and work limitations (10-32 %). No significant associations were found between older age and work limitations, except for workers in the age group 40-50 years regarding physical abilities. This was not found for the age group over 50 years. For each age category, workers reporting health complaints related to 'vigilance and clear judgment' and 'sufficient physical abilities' had a statistically significant increased risk for reporting work limitations as well (ORs 2.4-17.9). CONCLUSIONS Our results indicate that fit to work assessments should include both health complaints and work limitations. Our results do not substantiate the assumption that workers over 40 years of age are at increased risk for work limitations in general.
Collapse
Affiliation(s)
- J S Boschman
- Academic Medical Center, Coronel Institute of Occupational Health, University of Amsterdam, PO Box 22660, 1100 DE, Amsterdam, The Netherlands.
| | - C T J Hulshof
- Academic Medical Center, Coronel Institute of Occupational Health, University of Amsterdam, PO Box 22660, 1100 DE, Amsterdam, The Netherlands
| | - M H W Frings-Dresen
- Academic Medical Center, Coronel Institute of Occupational Health, University of Amsterdam, PO Box 22660, 1100 DE, Amsterdam, The Netherlands
| | - J K Sluiter
- Academic Medical Center, Coronel Institute of Occupational Health, University of Amsterdam, PO Box 22660, 1100 DE, Amsterdam, The Netherlands
| |
Collapse
|
45
|
Kales SN, Czeisler CA. Obstructive Sleep Apnea and Work Accidents: Time for Action. Sleep 2016; 39:1171-3. [PMID: 27166231 DOI: 10.5665/sleep.5822] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2016] [Accepted: 05/02/2016] [Indexed: 11/03/2022] Open
Affiliation(s)
- Stefanos N Kales
- Department of Environmental & Occupational Medicine & Epidemiology, Harvard TH Chan School of Public Health, Boston, MA.,Occupational Medicine, Cambridge Health Alliance, Harvard Medical School, Cambridge, MA.,Division of Sleep Medicine, Harvard Medical School, Boston, MA
| | - Charles A Czeisler
- Division of Sleep Medicine, Harvard Medical School, Boston, MA.,Division of Sleep Medicine and Circadian Disorders, Departments of Medicine and Neurology, Brigham and Women's Hospital, Boston, MA
| |
Collapse
|
46
|
Olson R, Thompson SV, Wipfli B, Hanson G, Elliot DL, Anger WK, Bodner T, Hammer LB, Hohn E, Perrin NA. Sleep, Dietary, and Exercise Behavioral Clusters Among Truck Drivers With Obesity: Implications for Interventions. J Occup Environ Med 2016; 58:314-21. [PMID: 26949883 PMCID: PMC5529034 DOI: 10.1097/jom.0000000000000650] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The objectives of the study were to describe a sample of truck drivers, identify clusters of drivers with similar patterns in behaviors affecting energy balance (sleep, diet, and exercise), and test for cluster differences in health safety, and psychosocial factors. METHODS Participants' (n = 452, body mass index M = 37.2, 86.4% male) self-reported behaviors were dichotomized prior to hierarchical cluster analysis, which identified groups with similar behavior covariation. Cluster differences were tested with generalized estimating equations. RESULTS Five behavioral clusters were identified that differed significantly in age, smoking status, diabetes prevalence, lost work days, stress, and social support, but not in body mass index. Cluster 2, characterized by the best sleep quality, had significantly lower lost workdays and stress than other clusters. CONCLUSIONS Weight management interventions for drivers should explicitly address sleep, and may be maximally effective after establishing socially supportive work environments that reduce stress exposures.
Collapse
Affiliation(s)
- Ryan Olson
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, USA
- School of Public Health, Oregon Health & Science University and Portland State University, Portland, OR, USA
- Department of Psychology, Portland State University, Portland, OR, USA
| | - Sharon V. Thompson
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, USA
| | - Brad Wipfli
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, USA
| | - Ginger Hanson
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR, USA
| | - Diane L. Elliot
- Division of Health Promotion & Sports Medicine, Oregon Health & Science University, Portland, OR, USA
| | - W. Kent Anger
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, USA
| | - Todd Bodner
- Department of Psychology, Portland State University, Portland, OR, USA
| | - Leslie B. Hammer
- Department of Psychology, Portland State University, Portland, OR, USA
| | - Elliot Hohn
- Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, USA
| | - Nancy A. Perrin
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR, USA
| |
Collapse
|