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The relative importance of real-time in-cab and external feedback in managing fatigue in real-world commercial transport operations.

Michael FitzharrisSara LiuAmanda N StephensMichael G Lenné
Published in: Traffic injury prevention (2017)
That the provision of feedback to the company on driver fatigue events in real time provides greater benefit than feedback to the driver alone has implications for companies seeking to mitigate risks associated with fatigue. Having fewer fatigue events is likely a reflection of the device itself and the accompanying safety culture of the company in terms of how the information is used. Data were analysed on a per-truck trip basis, and the findings are indicative of fatigue events in a large-scale commercial transport fleet. Future research ought to account for individual driver performance, which was not possible with the available data in this retrospective analysis. Evidence that real-time driver monitoring feedback is effective in reducing fatigue events is invaluable in the development of fleet safety policies, and of future national policy and vehicle safety regulations. Implications for automotive driver monitoring are discussed.
Keyphrases
  • sleep quality
  • public health
  • healthcare
  • mental health
  • electronic health record
  • big data
  • depressive symptoms
  • physical activity
  • health information
  • deep learning