Department of Industrial Engineering, Tsinghua University, Beijing, P.R. China.
Ergonomics. 2013;56(7):1070-85. doi: 10.1080/00140139.2013.790483. Epub 2013 May 8.
Mental workload is a major consideration for the design of emergency operation procedures (EOPs) in nuclear power plants. Continuous and objective measures are desired. This paper compares seven mental workload measurement methods (pupil size, blink rate, blink duration, heart rate variability, parasympathetic/sympathetic ratio, total power and (Goals, Operations, Methods, and Section Rules)-(Keystroke Level Model) GOMS-KLM-based workload index) with regard to sensitivity, validity and intrusiveness. Eighteen participants performed two computerised EOPs of different complexity levels, and mental workload measures were collected during the experiment. The results show that the blink rate is sensitive to both the difference in the overall task complexity and changes in peak complexity within EOPs, that the error rate is sensitive to the level of arousal and correlate to the step error rate and that blink duration increases over the task period in both low and high complexity EOPs. Cardiac measures were able to distinguish tasks with different overall complexity. The intrusiveness of the physiological instruments is acceptable. Finally, the six physiological measures were integrated using group method of data handling to predict perceived overall mental workload.
The study compared seven measures for evaluating the mental workload with emergency operation procedure in nuclear power plants. An experiment with simulated procedures was carried out, and the results show that eye response measures are useful for assessing temporal changes of workload whereas cardiac measures are useful for evaluating the overall workload.
未加标签:精神工作负荷是核电厂应急操作规程(EOP)设计的主要考虑因素。需要连续和客观的测量方法。本文比较了七种精神工作负荷测量方法(瞳孔大小、眨眼频率、眨眼持续时间、心率变异性、副交感神经/交感神经比、总功率和基于目标、操作、方法和部分规则的模型)(GOMS-KLM)基于工作量指数)的灵敏度、有效性和侵入性。18 名参与者执行了两个不同复杂程度的计算机化 EOP,并在实验过程中收集了精神工作负荷测量数据。结果表明,眨眼频率对整体任务复杂性的差异和 EOP 内峰值复杂性的变化敏感,错误率对唤醒水平敏感,并与步骤错误率相关,眨眼持续时间在低复杂和高复杂 EOP 中均随任务时间延长而增加。心脏测量能够区分具有不同整体复杂性的任务。生理仪器的侵入性是可以接受的。最后,使用数据处理的分组方法对六种生理测量进行了集成,以预测感知的整体精神工作负荷。
从业者总结:本研究比较了七种用于评估核电厂应急操作规程中精神工作负荷的测量方法。进行了模拟程序的实验,结果表明,眼动反应测量对于评估工作负荷的时间变化有用,而心脏测量对于评估整体工作负荷有用。