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超越表现:任务需求、努力和个体差异在初始飞行员中的作用。

Beyond performance: the role of task demand, effort, and individual differences in ab initio pilots.

机构信息

Faubert Lab, Université de Montréal, Montréal, QC, Canada.

Mila-Québec AI Institute, Montréal, QC, Canada.

出版信息

Sci Rep. 2023 Aug 28;13(1):14035. doi: 10.1038/s41598-023-41427-4.

Abstract

Aviation safety depends on the skill and expertise of pilots to meet the task demands of flying an aircraft in an effective and efficient manner. During flight training, students may respond differently to imposed task demands based on individual differences in capacity, physiological arousal, and effort. To ensure that pilots achieve a common desired level of expertise, training programs should account for individual differences to optimize pilot performance. This study investigates the relationship between task performance and physiological correlates of effort in ab initio pilots. Twenty-four participants conducted a flight simulator task with three difficulty levels and were asked to rate their perceived demand and effort using the NASA TLX. We recorded heart rate, EEG brain activity, and pupil size to assess changes in the participants' mental and physiological states across different task demands. We found that, despite group-level correlations between performance error and physiological responses, individual differences in physiological responses to task demands reflected different levels of participant effort and task efficiency. These findings suggest that physiological monitoring of student pilots might provide beneficial insights to flight instructors to optimize pilot training at the individual level.

摘要

航空安全取决于飞行员的技能和专业知识,以有效地满足驾驶飞机的任务要求。在飞行训练中,学生可能会根据能力、生理唤醒和努力的个体差异,对强加的任务要求做出不同的反应。为了确保飞行员达到共同期望的专业水平,培训计划应考虑个体差异,以优化飞行员的表现。本研究调查了新手飞行员任务表现与努力的生理相关性之间的关系。二十四名参与者进行了三次难度级别的飞行模拟器任务,并使用 NASA TLX 对他们的感知需求和努力进行了评分。我们记录了心率、脑电活动和瞳孔大小,以评估参与者在不同任务需求下的心理和生理状态的变化。我们发现,尽管在表现错误和生理反应之间存在组级相关性,但对任务需求的生理反应的个体差异反映了参与者努力程度和任务效率的不同水平。这些发现表明,对学员飞行员的生理监测可能为飞行教官提供有益的见解,以优化个体层面的飞行员培训。

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