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Fatigue and sleepiness during long-duration driving: a preliminary study among indonesian commercial drivers

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EN
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EN
Fatigue and sleepiness are two major factors that have been reported to contribute to road crash and accidents in Indonesia. Fatigue among commercial drivers is probably a common phenomenon, particularly during long-duration driving. This study aimed at characterizing fatigue and sleepiness during long-duration driving. Nine commercial drivers were recruited in this field study and were requested to drive a multipurpose vehicle for three trips back and forth between two major cities. Each trip was completed within 4 hours, with about 3 to 3.5 hours of continuous driving (and 0.5 to 1 hour of rest). Fatigue was assessed by utilizing the Psychomotor Vigilance Task (PVT), which was administered for 5 minutes immediately following the completion of each trip. A video camera was employed to capture blink frequency, and for each trip, this measure was determined during 5 minutes after two hours of driving. Subjective ratings were also collected during the task and included the Swedish Occupational Fatigue Inventory (SOFI) and the Karolinska Sleepiness Scale (KSS). The results of this study demonstrated a consistent increase in the blink rate and subjective measures of fatigue. A significant association was also found between the blink rate and SOFI measures, indicating an association between those objective and subjective measures. Although not statistically significant, there were also changes in PVT parameters associated with driving duration. However, no significant association was found between PVT parameters and the subjective measures. This study found that a minimum of six hours of intermittent driving was adequate in inducing fatigue and sleepiness, despite the seemingly sufficient amount of rest break. Based on the findings of this study, it is suggested that long-duration driving be limited to a maximum of 12 hours, and that a minimum of 30 minutes of rest be provided after 3 to 4 hours of driving. This finding should be used as a basis for scheduling drivers and for finding the appropriate intervention strategy for mitigating fatigue and sleepiness risks during prolonged driving tasks.
Czasopismo
Rocznik
Strony
17--24
Opis fizyczny
Bibliogr. 27 poz.
Twórcy
  • Faculty of Industrial Technology, Institut Teknologi Bandung, Ganeca 10, Bandung, West Java, Indonesia 40132
  • Faculty of Industrial Technology, Institut Teknologi Bandung, Ganeca 10, Bandung, West Java, Indonesia 40132
  • Faculty of Industrial Technology, Institut Teknologi Bandung, Ganeca 10, Bandung, West Java, Indonesia 40132
  • Faculty of Industrial Technology, Institut Teknologi Bandung, Ganeca 10, Bandung, West Java, Indonesia 40132
Bibliografia
  • 1. Subdirectorate of Transportation Statistics. Land Transportation Statistics. Jakarta: BPS Statistics Indonesia. 2018.
  • 2. Indonesian National Transportation Safety Committee (KNKT). Kecelakaan Tunggal Mobil Elf E-7548-Pb Terguling di Jalan Raya Subang Ciater Kabupaten Subang Provinsi Jawa Barat. 2019. Final Report KNKT.18.03.04.01.
  • 3. Williamson, A. & Lombardi, D.A. & Folkard, S. The link between fatigue and safety. Accident Analysis and Prevention. 2011. Vol. 43. P. 498-515.
  • 4. May, J.F. & Baldwin, J.L. Driver fatigue: The importance of identifying causal factors. Transportation Research. 2009. Vol. 12. Part F. P. 218-224.
  • 5. Zurika, A. An evaluation of fatigue among interstate bus drivers. Master’s thesis. Bandung: Bandung Institute of Technology. 2012.
  • 6. Sutalaksana, I.Z. & Pratama, G.B. & Yamin, P.A.R. & Soetisna, H.R. The Effects of Food and Drink Intake to Driving Performance: a Systematic Review. Transport Problems. 2019. Vol. 14(1). P. 5-12.
  • 7. Cruz, A.A.V. & Garcia, D.M. & Pinto, C.T. Spontaneous eye blink activity. Clinical Science. 2011. Vol. 9. No.1. P. 29-41.
  • 8. Drummond, S.P. & Bischoff-Grethe, A. & Dinges, D.F. & Ayalon, L. & Mednick, S.C. & Meloy, M.J. The neural basis of the psychomotor vigilance task. Sleep. 2005. Vol. 28. P. 1059-1068.
  • 9. Basner, M. & Mollicone, D. & Dinges, D.F. Validity and sensitivity of a brief psychomotor vigilance test (PVT-B) to total and partial sleep deprivation. Acta Astronautica. 2011. Vol. 69. P. 949-959.
  • 10. Loh, S. & Lamond, N. & Dorrian, J. & Roach, G. & Dawson, D. The validity of psychomotor vigilance task of less than 10-minute duration. Behaviour Research Methods, Instruments, & Computers. 2004. Vol. 36. P. 339-346.
  • 11. Ahsberg, E. Perceived Fatigue Related to Work. Stockholm: National Institute for Working Life. 1998.
  • 12. Ahsberg, E. & Gamberale, F. & Gustafsson, K. Perceived fatigue after mental work: an experimental evaluation of a fatigue inventory. Ergonomics. 2000. Vol. 43. No. 2. P. 252-268.
  • 13. Horne, J. & Reyner, L. Vehicle accidents related to sleep: a review. Occupational and Environmental Medicine. 1999. Vol. 56. P. 289-294.
  • 14. Baulk, S.D. & Biggs, S.N. & Reid, K.J. & van den van de Heuvel, C.J. & Dawson, D. Chasing the silver bullet. Measuring driver fatigue using simple and complex tasks. Accident Analysis and Prevention. 2008. Vol. 40. P. 396-402.
  • 15. Philip, P. & Sagaspe, P. & More, N. & Tailard, J. & Charles, A. & Guileminault, C. & Bioulac, B. Fatigue, sleep restriction and driving performance. Accident analysis and Prevention. 2005. Vol. 37. P. 473-479.
  • 16. Wang, L. & Pei, Y. The impact of continuous driving time and rest time on commercial drivers’ driving performance and recovery. Journal of Safety Research. 2014. Vol. 50. P. 11-15.
  • 17. Gastaldi, M. & Rossi, R. & Gecchele, G. Effects of driver task-related fatigue on driving performance. Procedia-Social and Behavioral Sciences. 2014. Vol. 111. P. 955-964.
  • 18. Ahlstrom, C. & Nyström, M. & Holmqvist, K. & Fors, C. & Sandberg, D. & Anund, A. & Kecklund, G. & Ĺkerstedt, T. Fit-for-duty test for estimation of drivers’ sleepiness level: Eye movements improve the sleep/wake predictor. Transportation Research. 2013. Vol. C26. P. 20-32.
  • 19. McClelland, L.E. & Pilcher, J.J. & Moore, D.D. Oculomotor responses as predictors of performance during sleep deprivation. Aviat. Space Environ. Med. 2010. Vol. 81. P. 833-842.
  • 20. Schleicher, R. & Galley, N. & Briest, S. & Galley, L. Blinks and Saccades as Indicators of Fatigue in Sleepiness Warnings : Looking Tired? Ergonomics. 2008. Vol. 51 No.7. P. 982-1010.
  • 21. McIntire, L.K. & McKinley, R.A. & Goodyear, C. & McIntire, J.P. Detection of vigilance performance using eye blinks. Applied Ergonomics. 2014. Vol. 45. P. 354-362.
  • 22. Kline, C.E. & Durstine, J.L. & Davis, J.M. & Moore, T.A. & Devlin, T.M. & Youngstedt, S.D. Circadian rhythms of psychomotor vigilance, mood, and sleepiness in the ultra-short sleep/wake protocol. Cronobiology International. 2010. Vol. 27. No. 1. P. 161-180.
  • 23. Kay, M. & Rector, K.I. & Consolvo, S. & Greenstein, B. & Wobbrock, J.O. & Watson, N.F. & Kientz, J.A. PVT–touch: Adapting a reacton time test for touchscreen devices. In: Proceeding of 7th International Conference Pervasive Computing Technologies for Healthcare (PervasiveHealth). 2013.
  • 24. Baulk, S.D. & Fletcher, A. & Kandelaars, K.J. & Dawson, D. & Roach, G.D.A. Field study of sleep and fatigue in a regular rotating 12-h shift system. Applied Ergonomics. 2009. Vol. 40. P. 694-698.
  • 25. Dorrian, J. & Rogers, N.L. & Dinges, D.F. Behavioural alertness as assessed by psychomotor vigilance performance. Sleep Deprivation: Clinical Issues. Pharmacology, and Sleep Loss Effect. 2004. P. 39-70.
  • 26. Sallinen, M. & Harma, M. & Akila, R. & Holm, A. & Luukonen, R. & Mikola, H. & Muller, K. & Virkkala, J. The effects of sleep debt and monotonous work on sleepiness and performance during a 12-h dayshift. Journal Sleep Research. 2004. Vol. 13. P. 285-294.
  • 27. Oron-Gilad, T. & Ronen, A. & Shinar, D. Alertness maintaining task while driving. Accident Analysis and Prevention. 2008. Vol. 40. P. 851-860.
Uwagi
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Opracowanie rekordu ze środków MNiSW, umowa Nr 461252 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2020).
Typ dokumentu
Bibliografia
Identyfikator YADDA
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