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生理参数对精神工作负荷变化的响应。

Physiological Parameter Response to Variation of Mental Workload.

机构信息

University of Nottingham, Nottingham, United Kingdom.

Airbus Group Innovations UK, Newport, United Kingdom.

出版信息

Hum Factors. 2018 Feb;60(1):31-56. doi: 10.1177/0018720817733101. Epub 2017 Sep 30.

Abstract

OBJECTIVE

To examine the relationship between experienced mental workload and physiological response by noninvasive monitoring of physiological parameters.

BACKGROUND

Previous studies have examined how individual physiological measures respond to changes in mental demand and subjective reports of workload. This study explores the response of multiple physiological parameters and quantifies their added value when estimating the level of demand.

METHOD

The study presented was conducted in laboratory conditions and required participants to perform a visual-motor task that imposed varying levels of demand. The data collected consisted of physiological measurements (heart interbeat intervals, breathing rate, pupil diameter, facial thermography), subjective ratings of workload (Instantaneous Self-Assessment Workload Scale [ISA] and NASA-Task Load Index), and the performance.

RESULTS

Facial thermography and pupil diameter were demonstrated to be good candidates for noninvasive workload measurements: For seven out of 10 participants, pupil diameter showed a strong correlation ( R values between .61 and .79 at a significance value of .01) with mean ISA normalized values. Facial thermography measures added on average 47.7% to the amount of variability in task performance explained by a regression model. As with the ISA ratings, the relationship between the physiological measures and performance showed strong interparticipant differences, with some individuals demonstrating a much stronger relationship between workload and performance measures than others.

CONCLUSION

The results presented in this paper demonstrate that physiological and pupil diameter can be used for noninvasive real-time measurement of workload.

APPLICATION

The methods presented in this article, with current technological capabilities, are better suited for workplaces where the person is seated, offering the possibility of being applied to pilots and air traffic controllers.

摘要

目的

通过对生理参数的非侵入性监测,研究经历的心理工作量与生理反应之间的关系。

背景

先前的研究已经研究了个体生理指标如何响应心理需求的变化和对工作负荷的主观报告。本研究探讨了多个生理参数的反应,并量化了它们在估计需求水平时的附加价值。

方法

本研究在实验室条件下进行,要求参与者执行一项视觉运动任务,该任务施加不同水平的需求。收集的数据包括生理测量(心跳间隔、呼吸率、瞳孔直径、面部热成像)、工作负荷的主观评价(即时自我评估工作负荷量表[ISA]和 NASA 任务负荷指数)和表现。

结果

面部热成像和瞳孔直径被证明是无创工作量测量的良好候选者:对于十分之七的参与者,瞳孔直径与平均 ISA 归一化值表现出很强的相关性(在显著值为 0.01 时,R 值在 0.61 到 0.79 之间)。面部热成像测量平均增加了任务表现可解释的变异性的 47.7%。与 ISA 评分一样,生理测量与表现之间的关系表现出强烈的个体间差异,一些人在工作负荷和表现测量之间表现出比其他人更强的关系。

结论

本文提出的结果表明,生理和瞳孔直径可用于非侵入性实时测量工作量。

应用

本文提出的方法,结合当前的技术能力,更适合于人员坐姿的工作场所,有可能应用于飞行员和空中交通管制员。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/13c8/5777546/5a8bf3ebc45e/10.1177_0018720817733101-fig1.jpg

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