Abstract
Situation awareness is needed to build dynamic mental models of the environment and contributes to safety during flight. Radio communications are key sources of information used by pilots to construct situation models. The present research investigated linguistic features of messages received during flight to understand aging effects on situation awareness. Fifty licensed pilots (age 17 to 71 years) flew a 60-min flight in a Cessna 172 simulator. Situation awareness was objectively measured throughout the flight. EEG was collected using a 14-channel wireless system and produced event-related and spectral indices of mental activity at key brain regions. Linguistic features of radio messages during flight were analyzed. Results showed significant deleterious effects of age on situation awareness. The linguistic features of messages, such as their pitch and intensity, were also associated with specific segments of the messages. EEG results supported the linguistic findings and indicate that age may impact later stages of the language processing pipeline. This research is important for informing efforts, such as the development of cockpit technologies to improve communication, that address older pilot safety.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Endsley, M.: Design and evaluation for situation awareness enhancement. Proc. Hum. Factors Soc. Annual Meeting 32, 97–101 (1988). https://doi.org/10.1177/154193128803200221
Hardy, D., Parasuraman, R.: Cognition and flight performance in older pilots. J. Exp. Psychol. Appl. 3, 313–348 (1997). https://doi.org/10.1037/1076-898X.3.4.313
Bolstad, C.: Situation awareness: does it change with age? Proc. Hum. Factors Ergon. Soci. Ann. Meeting 45, 272–276 (2001). https://doi.org/10.1177/154193120104500401
Van Benthem, K., Herdman, C.M.: A model of pilot risk: predicting critical incidents with situation awareness, prospective memory, and pilot attributes. Safety Science (2020, in press). https://doi.org/10.1016/j.ssci.2020
Morrow, D.G., Menard, W.E., Ridolfo, H.E., Stine-Morrow, E.A.L., Teller, T., Bryant, D.: Expertise, cognitive ability, and age effects on pilot communication. Int. J. Aviation Psychol. 13(4), 345–371 (2003). https://doi.org/10.1207/S15327108IJAP1304_02
Boersma, P., Weenink, D.: Praat: doing phonetics by computer. http://www.praat.org/ (2018). Accessed 10 June 2020
Delorme, A., Makeig, S.: EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J. Neurosci. Methods 134, 9–21 (2004)
EMOTIV.: Emotiv Epoc+ User Manual. https://emotiv.gitbook.io/epoc-user-manual/ (2018). Accessed 10 June 2020
Van Benthem, K., Enouy, S., Herdman, C.M.: The effects of recent pilot-in-command hours on situation awareness and critical incidents for pilots across the lifespan. In: Proceedings of CASI AERO 2019 (2019)
Tervaniemi, M., Hugdahl, K.: Lateralization of auditory-cortex functions. Brain Res. Rev. 43, 231–246 (2003). https://doi.org/10.1016/j.brainresrev.2003.08.004
Schvartz-Leyzac, K., Chatterjee, M.: Fundamental-frequency discrimination using noise-band-vocoded harmonic complexes in older listeners with normal hearing. J. Acoust. Soc. Am. 138, 1687–1695 (2015). https://doi.org/10.1121/1.4929938
He, N., Mills, J., Ahlstrom, J., Dubno, J.: Age-related differences in the temporal modulation transfer function with pure-tone carriers. J. Acoustical. Soc. Am. 124, 3841–3849 (2008). https://doi.org/10.1121/1.2998779
Rosen, S.: Temporal information in speech: acoustic, auditory and linguistic aspects. Philos. Trans. Roy. Soc. Lond. Series B Biol. Sci. 336, 367–373 (1992). https://doi.org/10.1098/rstb.1992.0070
Van Benthem, K., Herdman, C.M., Tolton, R.G., Barr, A.: Working memory, age, and experience influences on simulated critical incidents for general aviation pilots. Presentation at the 22nd Annual Meeting of the Canadian Society for Brain, Behaviour and Cognitive Science, University of Waterloo, Ontario, 7–9 June 2012 (2012)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this paper
Cite this paper
Ziccardi, A., Van Benthem, K., Herdman, C.M. (2020). A Language-Oriented Analysis of Situation Awareness in Pilots in High-Fidelity Flight Simulation. In: Stephanidis, C., Antona, M., Ntoa, S. (eds) HCI International 2020 – Late Breaking Posters. HCII 2020. Communications in Computer and Information Science, vol 1294. Springer, Cham. https://doi.org/10.1007/978-3-030-60703-6_82
Download citation
DOI: https://doi.org/10.1007/978-3-030-60703-6_82
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-60702-9
Online ISBN: 978-3-030-60703-6
eBook Packages: Computer ScienceComputer Science (R0)