Sensor-based Stress Level Monitoring: An Exploratory Study

Jiaxin Li, Robyn Soh, Ji-Eun Kim
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Abstract

Stress is a common concern in modern workplaces. However, traditional stress measurements such as selfreported questionnaires have limited application in real-world settings. In this exploratory study, we collected physiological signals via a wristband and an eye tracker from five participants while they were executing a stress-inducing task. Our mixed-effect model revealed that several physiological responses, including electrodermal activity, skin temperature, and average pupil diameter, can be used as indicators of perceived stress levels. Our findings suggest the potential of using physiological sensors to monitor individuals’ perceived stress in real-world scenarios and thus facilitate workplace stress management and intervention.
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基于传感器的应力水平监测:探索性研究
压力是现代工作场所常见的问题。然而,传统的压力测量,如自我报告问卷,在现实环境中的应用有限。在这项探索性研究中,我们通过腕带和眼动仪收集了五名参与者在执行压力诱发任务时的生理信号。我们的混合效应模型揭示了几种生理反应,包括皮肤电活动、皮肤温度和平均瞳孔直径,可以作为感知压力水平的指标。我们的研究结果表明,使用生理传感器来监测个人在现实世界中的感知压力,从而促进工作场所压力管理和干预的潜力。
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