Evaluation of Anthropometric and Cardiometabolic Indices in Professional Drivers





Anthropometric indices, cardiometabolic, risk factors, professional drivers


Background: Professional drivers are populations that are exposed to a sedentary lifestyle. A sedentary lifestyle can cause anthropometric, metabolic, and cardiological disorders in individuals. Accordingly, the present study aimed to investigate the anthropometric and cardiometabolic disorders in professional drivers in Shahroud.

Methods: This cross-sectional study was performed on 984 professional drivers (who drove more than 8 hours a day) in Shahroud in 2020. Required information includes metabolic factors (LDL, HDL, cholesterol, fasting blood sugar, and blood pressure) and anthropometric factors (BMI, Waist circumference, Hip Circumference, and Wrist Circumference) extracted from their health records.

Results: In professional drivers, the prevalence of overweight and obesity was 41.6% and 18.9%, respectively. 77.8% had abnormal waist circumference, 3.8% had FBS≥126 mg/dl, 32.8% had LDL more than 130 mg/dl, 31.7% Cholesterol more than 200 mg/dl and 81.8% drivers had HDL less than 45 mg/dl. The mean level of cardiometabolic factors such as SBP, DBP, FBS, and cholesterol was 132.20, 80.56, 97.13, and 190.35, respectively. Also, from view point of anthropometric indices, the average weight, waist circumference, hip circumference, wrist circumference, and BMI was 80.22, 98.59, 103.30, 18.21, and 27.02, respectively.

Conclusions:  According to the findings, professional drivers are exposed to cardiometabolic risk factors including FBS, cholesterol, LDL, and blood pressure, as well as anthropometric disorders including increased body mass index, weight, waist circumference, and hip circumference.


1. Mbakwem AC, Akinkunmi M, Ozoh OB, et al. Prevalence of cardiometabolic risk factors among professional male long-distance bus drivers in Lagos, south-west Nigeria: a cross-sectional study. Cardiovascular journal of Africa. 2018;29(2):106-114.
2. Lau JH, Nair A, Abdin E, et al. Prevalence and patterns of physical activity, sedentary behaviour, and their association with health-related quality of life within a multi-ethnic Asian population. BMC Public Health. 2021;21(1):1939.
3. Ziaei R, Mohammadi R, Dastgiri S, et al. The prevalence and correlates of physical activity/inactivity and sedentary behaviour among high-school adolescents in Iran: a cross-sectional study. Journal of Public Health. 2020.
4. Brodie A, Pavey T, Newton C, Sendall MC. Australian bus drivers’ modifiable and contextual risk factors for chronic disease: A workplace study. Plos one. 2021;16(7):e0255225.
5. Kumar DS, Ingalgeri BM, Edward S. A Study on the Prevalence of Non-Communicable Diseases, Its Associated Social Factors and Morbidity Pattern among the Registered Bus Drivers in Chennai-Cross Sectional Study. Annals of the Romanian Society for Cell Biology. 2021:1266-1276.
6. Alonzo RT. Interplay between Shift Work, Psychological Distress, Sleep Quality, and Cognitive Performance. 2021.
7. Park JH, Moon JH, Kim HJ, Kong MH, Oh YH. Sedentary Lifestyle: Overview of Updated Evidence of Potential Health Risks. Korean journal of family medicine. 2020;41(6):365-373.
8. Khalagi K, Ansarifar A, Fahimfar N, et al. Cardio-metabolic and socio-demographic risk factors associated with dependency in basic and instrumental activities of daily living among older Iranian adults: Bushehr elderly health program. BMC geriatrics. 2021;21(1):1-9.
9. Langholz PL, Wilsgaard T, Njølstad I, Jorde R, Hopstock LA. Trends in known and undiagnosed diabetes, HbA1c levels, cardiometabolic risk factors and diabetes treatment target achievement in repeated cross-sectional surveys: the population-based Tromsø Study 1994–2016. BMJ open. 2021;11(3):e041846.
10. Powell-Wiley TM, Poirier P, Burke LE, et al. Obesity and cardiovascular disease: a scientific statement from the American Heart Association. Circulation. 2021;143(21):e984-e1010.
11. Rodríguez-Carrillo PL, Aguirre-Tostado PI, Macías-Cervantes MH, Alegría-Torres JA, Luevano-Contreras C. Novel Adiposity and Biochemical–Anthropometric Indices to Identify Cardiometabolic Risk and Metabolic Syndrome in Mexican Adults. Paper presented at: Healthcare2021.
12. Passos MAZ, Vellozo EP, Enes CC, et al. The Conicity Index Compared to Other Anthropometric Indicators as a Predictor of Excess Weight and Obesity in Adolescents. International Journal of Health Sciences. 2021;9(1):38-49.
13. Unger T, Borghi C, Charchar F, et al. 2020 International Society of Hypertension global hypertension practice guidelines. Hypertension. 2020;75(6):1334-1357.
14. Obirikorang C, Obirikorang Y, Acheampong E, et al. Association of wrist circumference and waist-to-height ratio with cardiometabolic risk factors among type II diabetics in a Ghanaian population. Journal of diabetes research. 2018;2018.
15. Montazerifar F, Karajibani M, Pirmoradi B, Torki Z, Moradpour M, Dashipour A. Prevalence of Metabolic Syndrome in Professional Drivers. Zahedan Journal of Research in Medical Sciences. 2019;21(3).
16. Rezaei Hachesu V, Naderyan Feli S, Zare Sakhvidi MJ. Prevalence of cardiovascular risk factors among taxi drivers in Yazd, Iran, 2016. Journal of Community Health Research. 2017;6(4):200-206.
17. Lam TM, Vaartjes I, Grobbee DE, Karssenberg D, Lakerveld J. Associations between the built environment and obesity: an umbrella review. International journal of health geographics. 2021;20(1):1-24.
18. López-González ÁA, Albaladejo-Blanco M, Arroyo-Bote S, et al. Cardiovascular risk and associated risk factors in Spanish professional drivers. Journal of Transport & Health. 2021;23:101266.
19. Rahimpour F, Jarahi L, Rafeemanesh E, Taghati A. Assessment of occupational stress in taxi drivers and its relation with cardiovascular risk factors. Occupational Medicine Quarterly Journal. 2016;8(2):51-61.
20. Hege A, Lemke MK, Apostolopoulos Y, Sönmez S. Occupational health disparities among US long-haul truck drivers: the influence of work organization and sleep on cardiovascular and metabolic disease risk. PLoS One. 2018;13(11):e0207322.
21. Ronna BB, Thiese MS, Ott U, et al. The association between cardiovascular disease risk factors and motor vehicle crashes among professional truck drivers. Journal of occupational and environmental medicine/American College of Occupational and Environmental Medicine. 2016;58(8):828.
22. Adedokun AO, Ter Goon D, Owolabi EO, Adeniyi OV, Ajayi AI. Driving to Better Health: Screening for Hypertension and Associated Factors among Commercial Taxi Drivers in Buffalo City Metropolitan Municipality, South Africa. The Open Public Health Journal. 2017;10(1).
23. Varela-Mato V, O’Shea O, King JA, et al. Cross-sectional surveillance study to phenotype lorry drivers’ sedentary behaviours, physical activity and cardio-metabolic health. BMJ open. 2017;7(6):e013162.