Pilot training and expertise are key aspects in aviation. A traditional way of evaluating pilot expertise is to measure performance output. However, this approach provides a narrow view of the pilot’s capacity, especially with regard to mental and emotional profile. The aim of this study is hence to investigate whether neurophysiological data can be employed as an additional objective measure to assess the expertise of pilots. In this regard, it has been demonstrated that mental effort can be used as an indirect measure of operator expertise and capacity. An increase in mental effort, for instance, can automatically result in a decrease in the remaining capacity of the operator. To better investigate this aspect, we ask two groups of Italian Air Force pilots, experienced (Experts) and unexperienced (Novices), to undergo unusual attitude recovery flight training simulations. Their behavioral (unusual attitude recovery time), subjective (mental effort demand perception) and neurophysiological data (Electroencephalogram, EEG; Electrocardiogram, ECG) are collected during the entire flight simulations. Although the two groups do not exhibit differences in terms of unusual attitude recovery time and mental effort demand perception, the EEG-based mental effort index shows how Novices request significantly higher mental effort during unusual conditions.

Air force pilot expertise assessment with regard to mental effort requested during unusual attitude recovery flight training simulations / Borghini, Gianluca; Aricò, Pietro; Di Flumeri, Gianluca; Ronca, Vincenzo; Giorgi, Andrea; Sciaraffa, Nicolina; Conca, Claudio; Stefani, Simone; Verde, Paola; Landolfi, Angelo; Isabella, Roberto; Babiloni, Fabio. - In: SAFETY. - ISSN 2313-576X. - 8:2(2022), pp. 1-17. [10.3390/safety8020038]

Air force pilot expertise assessment with regard to mental effort requested during unusual attitude recovery flight training simulations

Borghini, Gianluca;Aricò, Pietro;Di Flumeri, Gianluca;Ronca, Vincenzo;Giorgi, Andrea;Sciaraffa, Nicolina;Verde, Paola;Landolfi, Angelo;Babiloni, Fabio
2022

Abstract

Pilot training and expertise are key aspects in aviation. A traditional way of evaluating pilot expertise is to measure performance output. However, this approach provides a narrow view of the pilot’s capacity, especially with regard to mental and emotional profile. The aim of this study is hence to investigate whether neurophysiological data can be employed as an additional objective measure to assess the expertise of pilots. In this regard, it has been demonstrated that mental effort can be used as an indirect measure of operator expertise and capacity. An increase in mental effort, for instance, can automatically result in a decrease in the remaining capacity of the operator. To better investigate this aspect, we ask two groups of Italian Air Force pilots, experienced (Experts) and unexperienced (Novices), to undergo unusual attitude recovery flight training simulations. Their behavioral (unusual attitude recovery time), subjective (mental effort demand perception) and neurophysiological data (Electroencephalogram, EEG; Electrocardiogram, ECG) are collected during the entire flight simulations. Although the two groups do not exhibit differences in terms of unusual attitude recovery time and mental effort demand perception, the EEG-based mental effort index shows how Novices request significantly higher mental effort during unusual conditions.
2022
mental effort; EEG; ECG; pilots; expertise; GFP; HRV; flight simulation; human factor; training; unusual attitude recovery
01 Pubblicazione su rivista::01a Articolo in rivista
Air force pilot expertise assessment with regard to mental effort requested during unusual attitude recovery flight training simulations / Borghini, Gianluca; Aricò, Pietro; Di Flumeri, Gianluca; Ronca, Vincenzo; Giorgi, Andrea; Sciaraffa, Nicolina; Conca, Claudio; Stefani, Simone; Verde, Paola; Landolfi, Angelo; Isabella, Roberto; Babiloni, Fabio. - In: SAFETY. - ISSN 2313-576X. - 8:2(2022), pp. 1-17. [10.3390/safety8020038]
File allegati a questo prodotto
File Dimensione Formato  
Borghini_Air-force_2022.pdf

accesso aperto

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Creative commons
Dimensione 2.78 MB
Formato Adobe PDF
2.78 MB Adobe PDF

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1638489
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 6
  • ???jsp.display-item.citation.isi??? 5
social impact