Investigating the predictive validity of subjective and objective measures for general aviation pilots’ risk propensity

IF 5.4 1区 工程技术 Q1 ENGINEERING, INDUSTRIAL Safety Science Pub Date : 2025-06-01 Epub Date: 2025-02-16 DOI:10.1016/j.ssci.2025.106818
Yassmin Ebrahim , Brett Molesworth , Oleksandra Molloy
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Abstract

Pilots’ propensity to engage in risk can affect flight safety. Predictors of risk traditionally rely on subjective psychometric scales, with varying predictive validity. The aim of the current study is to investigate the efficacy of both subjective and objective measures (e.g., Electroencephalography – EEG) in predicting general aviation pilots’ risk propensity in a high-risk Go/No-Go flight task. A total of 16 pilots completed a battery of scales, along with a high-risk flight on a computer-based flight simulator while wearing an EEG. The results of a series of one-tailed Mann-Whitney U tests revealed pilots who declined (No-Go) the flight had a narrower EEG theta asymmetry in the Rostral brain region between their right and left-brain hemispheres compared to the accepted (Go) pilots. Differences were also noted between pilot groups on the psychometric scales of Locus of Control, and the Total Score and Disinhibition factors on the Sensation Seeking Scale. Pilots who also declined (No-Go) the flight, had a shorter deliberation time when making this decision. The neurobiological data from the EEG support the use of certain psychometric scales in predicting pilots’ risk propensity. These findings have implications on pilots training and selection.
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探讨通用航空飞行员风险倾向主客观指标的预测效度
飞行员冒险的倾向会影响飞行安全。传统的风险预测依赖于主观的心理测量量表,其预测效度各不相同。本研究的目的是探讨主观和客观测量(如脑电图- EEG)在预测通用航空飞行员在高风险飞行任务中的风险倾向方面的有效性。共有16名飞行员戴着脑电图仪,在电脑飞行模拟器上完成了一组测量,并进行了一次高风险飞行。一系列单尾曼-惠特尼U测试的结果显示,与接受飞行(Go)的飞行员相比,拒绝飞行(No-Go)的飞行员在左右脑半球之间的吻侧脑区域的脑电图θ波不对称更窄。控制点的心理测量量表、感觉寻求量表的总分和去抑制因子在两组间也存在差异。同样拒绝(No-Go)飞行的飞行员在做出这一决定时的考虑时间更短。脑电图的神经生物学数据支持使用某些心理测量量表来预测飞行员的风险倾向。这些发现对飞行员的培训和选拔具有启示意义。
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来源期刊
Safety Science
Safety Science 管理科学-工程:工业
CiteScore
13.00
自引率
9.80%
发文量
335
审稿时长
53 days
期刊介绍: Safety Science is multidisciplinary. Its contributors and its audience range from social scientists to engineers. The journal covers the physics and engineering of safety; its social, policy and organizational aspects; the assessment, management and communication of risks; the effectiveness of control and management techniques for safety; standardization, legislation, inspection, insurance, costing aspects, human behavior and safety and the like. Papers addressing the interfaces between technology, people and organizations are especially welcome.
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