How a pilot's brain copes with stress and mental load? Insights from the executive control network

被引:12
作者
Causse, Mickael [1 ,5 ]
Mouratille, Damien [1 ,2 ,3 ]
Rouillard, Yves [3 ]
El Yagoubi, Radouane [2 ]
Matton, Nadine [2 ,3 ]
Hidalgo-Munoz, Antonio [2 ,3 ,4 ]
机构
[1] ISAE SUPAERO, 10 Ave Edouard Belin, Toulouse, France
[2] Univ Toulouse, CLLE, CNRS, Toulouse, France
[3] Univ Toulouse, ENAC, Toulouse, France
[4] Univ Salamanca, Inst Neurosciencias Castilla & Leon INCYL, Salamanca, Spain
[5] ISAE SUPAERO, DCAS, 10 Ave Edouard Belin, F-31055 Toulouse, France
关键词
Mental workload; Acute stress; Aviation; fNIRS; Executive control network; ACUTE PSYCHOSOCIAL STRESS; WORKING-MEMORY; HUMAN-PERFORMANCE; SOCIAL STRESS; WORKLOAD; ARCHITECTURE; IMPAIRMENTS; ACTIVATION; ATTENTION; BEHAVIOR;
D O I
10.1016/j.bbr.2023.114698
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
In aviation, mental workload and stress are two major factors that can considerably impact a pilot's flight performance and decisions. Their consequences can be even more dramatic in single-pilot aircraft or with the forthcoming single-pilot operations where the pilot will fly alone and will not be able to be assisted in case of difficulty. An accurate and automatic monitoring of the pilot's mental state could help to prevent the potentially dangerous effects of an excess mental workload and stress. For example, some tasks could be allocated to automation or to a ground-based flight crew if a mental overload or significant stress is detected. In the current study, the brain activity of 20 private pilots was recorded with a fNIRS device during two realistic flight simulator scenarios. The mental workload was manipulated with the added difficulty of a secondary task and stress was induced by a social stressor. Our results confirmed the sensitivity of the fNIRS readings to variations in the mental workload, with increased HbO2 concentration in regions of the executive control network (ECN), in particular in the dorsolateral prefrontal cortex and in lateral parietal regions, when the difficulty of the sec-ondary task was high. The social stressor also triggered an HbO2 increase in the ECN, especially when it was combined with high mental workload. This latter result suggests that mental workload and stress together can have cumulative effects, and coping with both factors is possible at the expense of an extra recruitment of the ECN. Finally, results also revealed a time-on-task effect, with a progressive reduction of the HbO2 signal in the ECN during the flight scenario, suggesting that these regions are sensitive to short term habituation to the tasks. Overall, fNIRS efficiently indexed mental load, stress, and practice effects.
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页数:9
相关论文
共 69 条
[11]  
Carswell C Melody, 2005, Surg Innov, V12, P80, DOI 10.1177/155335060501200112
[12]   Ultra-short term HRV features as surrogates of short term HRV: a case study on mental stress detection in real life [J].
Castaldo, R. ;
Montesinos, L. ;
Melillo, P. ;
James, C. ;
Pecchia, L. .
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2019, 19 (1)
[13]   Facing successfully high mental workload and stressors: An fMRI study [J].
Causse, Mickael ;
Lepron, Evelyne ;
Mandrick, Kevin ;
Peysakhovich, Vsevolod ;
Berry, Isabelle ;
Callan, Daniel ;
Remy, Florence .
HUMAN BRAIN MAPPING, 2022, 43 (03) :1011-1031
[14]   Mental workload and neural efficiency quantified in the prefrontal cortex using fNIRS [J].
Causse, Mickael ;
Chua, Zarrin ;
Peysakhovich, Vsevolod ;
Del Campo, Natalia ;
Matton, Nadine .
SCIENTIFIC REPORTS, 2017, 7
[15]   Selective attention improves under stress: Implications for theories of social cognition [J].
Chajut, E ;
Algom, D .
JOURNAL OF PERSONALITY AND SOCIAL PSYCHOLOGY, 2003, 85 (02) :231-248
[16]  
Cohen J. W, 1988, STAT POWER ANAL BEHA
[17]   Functional near infrared spectroscopy (NIRS) signal improvement based on negative correlation between oxygenated and deoxygenated hemoglobin dynamics [J].
Cui, Xu ;
Bray, Signe ;
Reiss, Allan L. .
NEUROIMAGE, 2010, 49 (04) :3039-3046
[18]  
Dehais F., 2020, INT C APPL HUM FACT, P111
[19]   A dual-networks architecture of top-down control [J].
Dosenbach, Nico U. F. ;
Fair, Damien A. ;
Cohen, Alexander L. ;
Schlaggar, Bradley L. ;
Petersen, Steven E. .
TRENDS IN COGNITIVE SCIENCES, 2008, 12 (03) :99-105
[20]   Cortisol-induced impairments of working memory require acute sympathetic activation [J].
Elzinga, BM ;
Roelofs, K .
BEHAVIORAL NEUROSCIENCE, 2005, 119 (01) :98-103