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Enhancing pilot vigilance assessment: The role of flight data and continuous performance test in detecting random attention loss in short IFR flights

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  • Ghaderi, Alireza
  • Saghafi, Fariborz

Abstract

Situational awareness (SA) and fatigue management are crucial aspects of aviation safety, particularly during demanding flight phases. This study introduces an innovative approach employing flight data, machine learning, and Continuous Performance Test (CPT) metrics to predict pilot performance and SA during instrument approaches under Instrument Meteorological Conditions (IMC). Data were collected from over 10 pilots across more than 40 flights in a high-fidelity Cessna 172 analog flight simulator.

Suggested Citation

  • Ghaderi, Alireza & Saghafi, Fariborz, 2024. "Enhancing pilot vigilance assessment: The role of flight data and continuous performance test in detecting random attention loss in short IFR flights," Journal of Air Transport Management, Elsevier, vol. 120(C).
    • Handle: RePEc:eee:jaitra:v:120:y:2024:i:c:s0969699724001388
    DOI: 10.1016/j.jairtraman.2024.102673
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    References listed on IDEAS

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    1. Hilditch, Cassie J. & Gregory, Kevin B. & Arsintescu, Lucia & Bathurst, Nicholas G. & Nesthus, Thomas E. & Baumgartner, Hannah M. & Lamp, Amanda C.M. & Barger, Laura K. & Flynn-Evans, Erin E., 2023. "Perspectives on fatigue in short-haul flight operations from US pilots: A focus group study," Transport Policy, Elsevier, vol. 136(C), pages 11-20.
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