Takano K, Nagasaka A, Yoshino K
Human Factor Research Center, Central Research Institute of Electric Power Industry, Tokyo, Japan.
Sangyo Igaku. 1993 Jul;35(4):257-68. doi: 10.1539/joh1959.35.257.
It is important in establishing and improving work management and work planning to estimate the arousal level of workers during operation and monitoring tasks. This paper proposes a technique based on experimental results to estimate the arousal level during job execution. In this experiment, both a monotonous low workload task which degrades the arousal level and a high workload task which has an awakening action were alternately applied to five subjects for three hours. Skin resistance level (SRL) as an index of arousal level of the autonous nervous system was measured with subjective drowsiness and task performance, that is, signal omission probability for low workload task and both reaction time and error probability for high workload task, as indexes of arousal level of the central nervous system. The following results were obtained. (1) The results suggested that SRL as an index of arousal level of the autonous nervous system is significantly related and correlated with subjective drowsiness and signal omission probability as indexes of arousal level of the central nervous system. (2) The average reaction time and the error probability tended to increase by the application of high workload when the arousal level was degraded. The influence of degraded arousal continued for a short time and showed an unfavorable effect on task execution. The degree of this influence, however, differed between subjects. (3) SRL can be used as an index of arousal level of the autonous nervous system because the measurement is comparatively easy and is little influenced by artifacts due to body movements. (4) Using SRL at initial high workload period as the standard value, it is possible to quantify the SRL value at arbitrary time by estimating how many times the standard value goes into the SRL value. Based on this quantified value as an index of arousal level, comparison with task performance can be made. The proposed index of arousal level of the autonous nervous system showed a significant correlation with indexes of the central nervous system. This technique can be applied to various kinds of estimation on human characteristics accompanied with changes in arousal level.
在建立和改进工作管理与工作计划时,估计工人在操作和监控任务期间的唤醒水平非常重要。本文提出了一种基于实验结果的技术,用于估计工作执行期间的唤醒水平。在该实验中,将降低唤醒水平的单调低工作量任务和具有唤醒作用的高工作量任务交替应用于五名受试者,持续三个小时。测量作为自主神经系统唤醒水平指标的皮肤电阻水平(SRL),同时以主观嗜睡和任务表现作为中枢神经系统唤醒水平的指标,即低工作量任务的信号遗漏概率以及高工作量任务的反应时间和错误概率。得到了以下结果。(1)结果表明,作为自主神经系统唤醒水平指标的SRL与作为中枢神经系统唤醒水平指标的主观嗜睡和信号遗漏概率显著相关。(2)当唤醒水平降低时,高工作量任务的应用往往会使平均反应时间和错误概率增加。唤醒水平降低的影响持续时间较短,并对任务执行产生不利影响。然而,这种影响的程度在受试者之间有所不同。(3)SRL可以用作自主神经系统唤醒水平的指标,因为测量相对容易,并且受身体运动伪迹的影响较小。(4)以初始高工作量期间的SRL值作为标准值,可以通过估计标准值进入SRL值的次数来量化任意时间的SRL值。基于此量化值作为唤醒水平的指标,可以与任务表现进行比较。所提出的自主神经系统唤醒水平指标与中枢神经系统指标显示出显著相关性。该技术可应用于伴随唤醒水平变化的各种人体特征估计。