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Calatayud A, Bedoya-Maya F, Sánchez González S, Giraldez F. Containing the spatial spread of COVID-19 through the trucking network. TRANSPORT POLICY 2022; 115:4-13. [PMID: 34744332 PMCID: PMC8558009 DOI: 10.1016/j.tranpol.2021.10.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 10/27/2021] [Indexed: 05/13/2023]
Abstract
The trucking industry is the backbone of domestic supply chains. In the context of the COVID-19 pandemic, road transportation has been essential to guarantee the supply of basic goods to confined urban areas. However, the connectivity of the trucking network can also act as an efficient virus spreader. This paper applies network science to uncover the characteristics of the trucking network in one major Latin American country -Colombia- and provides evidence on freight networks' ability to spread contagious diseases spatially. Network metrics, official COVID-19 records at the municipality level, and a zero-inflated negative binomial model are used to test the association between network topology and confirmed COVID-19 cases. Results suggest that: (i) the number of COVID-19 cases in a municipality is linked to its level and type of network centrality; and (ii) being a port-city and a primary economic hub in the trucking network is associated with a higher probability of contracting earlier a pandemic. Based on these results, a risk-based approach is proposed to help policymakers implement containment measures.
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Affiliation(s)
- Agustina Calatayud
- Transport Division, Inter-American Development Bank, Washington D.C, 20577, United States
| | - Felipe Bedoya-Maya
- Transport Division, Inter-American Development Bank, Washington D.C, 20577, United States
| | | | - Francisca Giraldez
- Transport Division, Inter-American Development Bank, Washington D.C, 20577, United States
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2
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Lemke MK, Apostolopoulos Y, Gallos LK, Sönmez S. Commercial Transport During a Pandemic: Network Analysis to Reconcile COVID-19 Diffusion and Vital Supply Chain Resilience. J Occup Environ Med 2020; 62:e537-e538. [PMID: 32890226 DOI: 10.1097/jom.0000000000001940] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
| | - Yorghos Apostolopoulos
- Complexity & Computational Population Health Group, Texas A&M University, College Station, Texas
| | - Lazaros K Gallos
- DIMACS, Center for Discrete Mathematics and Theoretical Computer Science, Rutgers University, Piscataway, New Jersey
| | - Sevil Sönmez
- College of Business Administration, University of Central Florida, Orlando, Florida
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Lemke MK, Apostolopoulos Y, Sönmez S. A novel COVID-19 based truck driver syndemic? Implications for public health, safety, and vital supply chains. Am J Ind Med 2020. [PMID: 32452556 DOI: 10.1002/ajim.v63.810.1002/ajim.23138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2023]
Abstract
U.S. long-haul truck drivers traverse great distances and interact with numerous individuals, rendering them vulnerable to acquiring and transmitting coronavirus disease 2019 (COVID-19). Together, the unique co-occurrence of pronounced health disparities and known COVID-19 infection, morbidity, and mortality risks suggest the possibility of a novel COVID-19 based truck driver syndemic due to advanced driver age and endemic health issues. In turn, COVID-19 sequelae may perpetuate existing health disparities. The co-occurrence of afflictions may also result in compromised safety performance. To curb the likelihood of a COVID-19 based truck driver syndemic, several action stepsare needed. First, key COVID-19 metrics need to be established for this population. Second, relationships between long-haul trucker network attributes and COVID-19 spread need to bedelineated. Third, mutually reinforcing interactions between endemic health disparities and COVID-19 vulnerability need to be elucidated. Finally, grounded in the aforementioned steps, policies and interventions need to be identified and implemented.
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Affiliation(s)
| | - Yorghos Apostolopoulos
- Complexity & Computational Population Health Group, Texas A&M University, College Station, Texas
| | - Sevil Sönmez
- College of Business Administration, University of Central Florida, Orlando, Florida
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Lemke MK, Apostolopoulos Y, Sönmez S. A novel COVID-19 based truck driver syndemic? Implications for public health, safety, and vital supply chains. Am J Ind Med 2020; 63:659-662. [PMID: 32452556 PMCID: PMC7283783 DOI: 10.1002/ajim.23138] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Revised: 05/13/2020] [Accepted: 05/14/2020] [Indexed: 01/05/2023]
Abstract
U.S. long-haul truck drivers traverse great distances and interact with numerous individuals, rendering them vulnerable to acquiring and transmitting coronavirus disease 2019 (COVID-19). Together, the unique co-occurrence of pronounced health disparities and known COVID-19 infection, morbidity, and mortality risks suggest the possibility of a novel COVID-19 based truck driver syndemic due to advanced driver age and endemic health issues. In turn, COVID-19 sequelae may perpetuate existing health disparities. The co-occurrence of afflictions may also result in compromised safety performance. To curb the likelihood of a COVID-19 based truck driver syndemic, several action stepsare needed. First, key COVID-19 metrics need to be established for this population. Second, relationships between long-haul trucker network attributes and COVID-19 spread need to bedelineated. Third, mutually reinforcing interactions between endemic health disparities and COVID-19 vulnerability need to be elucidated. Finally, grounded in the aforementioned steps, policies and interventions need to be identified and implemented.
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Affiliation(s)
| | - Yorghos Apostolopoulos
- Complexity & Computational Population Health GroupTexas A&M University College Station Texas
| | - Sevil Sönmez
- College of Business AdministrationUniversity of Central Florida Orlando Florida
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Hege A, Lemke MK, Apostolopoulos Y, Whitaker B, Sönmez S. Work-Life Conflict among U.S. Long-Haul Truck Drivers: Influences of Work Organization, Perceived Job Stress, Sleep, and Organizational Support. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16060984. [PMID: 30893828 PMCID: PMC6466152 DOI: 10.3390/ijerph16060984] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Revised: 03/05/2019] [Accepted: 03/13/2019] [Indexed: 12/17/2022]
Abstract
Work-life balance and job stress are critical to health and well-being. Long-haul truck driving (LHTD) is among the unhealthiest and most unsafe occupations in the U.S. Despite these disparities, there are no extant published studies examining the influence of work, stress and sleep outcomes on drivers’ work-life balance. The current study investigated whether adverse work organization, stress, and poor sleep health among LHTDs are significantly associated with work-life conflict. Logistic regression was used to examine how work organization characteristics, job stress, and sleep influenced perceived stress and a composite measure of work-life conflict among a sample of 260 U.S. LHTDs. The pattern of regression results dictated subsequent analyses using structural equation modeling (SEM). Perceived job stress was the only statistically significant predictor for work-life balance. Fast pace of work, sleep duration and sleep quality were predictors of perceived job stress. SEM further elucidated that stress mediates the influences of fast work pace, supervisor/coworker support, and low sleep duration on each of the individual work-life balance indicators. There is an urgent need to address work conditions of LHTDs to better support their health, well-being, and work-life balance. Specifically, the findings from this study illustrate that scheduling practices and sleep outcomes could alleviate job stress and need to be addressed to more effectively support work-life balance. Future research and interventions should focus on policy and systems-level change.
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Affiliation(s)
- Adam Hege
- Public Health Program, Department of Health & Exercise Science, Appalachian State University, Leon Levine Hall, 1179 State Farm Road, P.O. Box 32071, Boone, NC 28607, USA.
| | - Michael K Lemke
- Department of Social Sciences, University of Houston-Downtown, One Main Street, Houston, TX 77002, USA.
- Complexity & Computational Population Health Group, Texas A&M University, College Station, TX 77843, USA.
| | - Yorghos Apostolopoulos
- Complexity & Computational Population Health Group, Texas A&M University, College Station, TX 77843, USA.
- Department of Health & Kinesiology, Texas A&M University, College Station, TX 77843, USA.
| | - Brian Whitaker
- Department of Management, Appalachian State University, 416 Howard Street, P.O. Box 32089, Boone, NC 28608, USA.
| | - Sevil Sönmez
- College of Business Administration, University of Central Florida, 12744 Pegasus Drive, Orlando, FL 32816, USA.
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Hege A, Lemke MK, Apostolopoulos Y, Sönmez S. Occupational health disparities among U.S. long-haul truck drivers: the influence of work organization and sleep on cardiovascular and metabolic disease risk. PLoS One 2018; 13:e0207322. [PMID: 30439996 PMCID: PMC6237367 DOI: 10.1371/journal.pone.0207322] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Accepted: 10/29/2018] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVE The organization of work has undergone vast transformations over the past four decades in the United States and has had profound impacts on worker health and wellbeing. The profession of commercial truck driving is one of the best examples. Particularly for long-haul truck drivers, changes in work organization have led to disproportionately poor physiological, psychological, and sleep health outcomes. METHODS The present study examined disparities in cardiometabolic disease risk among long-haul truck drivers and the general population, and the influence of work organization and sleep in generating these outcomes. Researchers collected survey data from 260 drivers, and blood assay samples from 115 of those drivers, at a large highway truck stop in North Carolina. Comparisons were made for cardiovascular and metabolic risk against the 2011-2012 National Health and Nutrition Examination Survey (NHANES). In addition, logistic regression was used to explore predictive relationships between work organization and sleep and risk for cardiovascular and metabolic disease. RESULTS There were statistically significant mean differences between the long-haul truck driver sample and the NHANES sample for both cardiovascular (3.71 vs. 3.10; p <0.001) and metabolic (4.31 vs. 3.09; p <0.001) disease risk. The truck driver sample was less physically active and had lower HDL cholesterol along with greater levels of smoking, BMI, and metabolic syndrome diagnosis. More years of driving experience and poor sleep quality were statistically significant predictors for both cardiovascular and metabolic disease risk. CONCLUSIONS Study findings implicate elements of the occupational milieu experienced by long-haul truck drivers that induce disproportionate cardiometabolic disease risk. Sleep quality, largely compromised by poor work conditions and workplace environments, plays a significant role in increased risks for cardiometabolic disease. There is an urgent need for longitudinal studies of this critical occupational sector as well as intervention research centered on policy and systems level change.
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Affiliation(s)
- Adam Hege
- Appalachian State University, Department of Health & Exercise Science, Boone, NC, United States of America
| | - Michael K. Lemke
- University of Houston-Downtown, Department of Social Sciences, Houston, TX, United States of America
- Texas A&M University, Complexity & Computational Population Health Group, College Station, TX, United States of America
| | - Yorghos Apostolopoulos
- Texas A&M University, Complexity & Computational Population Health Group, College Station, TX, United States of America
- Texas A&M University, Department of Health & Kinesiology, College Station, TX, United States of America
| | - Sevil Sönmez
- University of Central Florida, College of Business Administration, Orlando, FL, United States of America
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Hege A, Perko M, Apostolopoulos Y, Sönmez S, Strack R. US long-haul truck driver health demands integrated approach. INTERNATIONAL JOURNAL OF WORKPLACE HEALTH MANAGEMENT 2016. [DOI: 10.1108/ijwhm-12-2014-0058] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
The purpose of this paper is to provide a review of both occupational safety and health (OSH) and worksite health promotion (WHP) efforts targeted at long-haul truck drivers (LHTDs) and to identify strengths and weaknesses to inform future interventions and/or policy changes.
Design/methodology/approach
Review of the literature was done to identify theoretical and methodological approaches frequently used for protecting and promoting the health and well-being of LHTDs.
Findings
Health and safety issues impacting LHTDs are complex and naturally interrelated. Historically, the majority of approaches to the health and safety of LHTDs have emphasized the safety side and there has been a lack of comprehensive and integrated WHP/OSH attempts.
Originality/value
The literature pertaining to LHTD health has expanded in recent years, but intervention and policy efforts have had limited success. Several scholars have discussed the need for integrating WHP/OSH efforts for LHTD health, but have not actually provided a description or a framework of what it entails in which the authors provide a conclusion to the review of the literature. The authors provide a critical discussion regarding a collaborative approach focused on National Institute of Occupational Safety and Health’s Total Worker Health model. The integration further promotes an advancement of theoretical and methodological strategies.
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