Studying Personalized Just-in-time Auditory Breathing Guides and Potential Safety Implications during Simulated Driving

Sebastian Zepf, Neska El Haouij, Jinmo Lee, Asma Ghandeharioun, Javier Hernández, Rosalind W. Picard
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引用次数: 13

Abstract

Driving can occupy a considerable part of our daily lives and is often associated with high levels of stress. Motivated by the effectiveness of controlled breathing, this work studies the potential use of breathing interventions while driving to help manage stress. In particular, we implemented and evaluated a closed-loop system that monitored the breathing rate of drivers in real-time and delivered either a conscious or an unconscious personalized acoustic breathing guide whenever needed. In a study with 24 participants, we observed that conscious interventions more effectively reduced the breathing rate but also increased the number of driving mistakes. We observed that prior driving experience as well as personality are significantly associated with the effect of the interventions, which highlights the importance of considering user profiles for in-car stress management interventions.
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在模拟驾驶过程中研究个性化的即时听觉呼吸指南和潜在的安全影响
开车在我们的日常生活中占据了相当大的一部分,而且常常与高水平的压力联系在一起。受控制呼吸有效性的激励,这项工作研究了驾驶时呼吸干预的潜在用途,以帮助管理压力。特别是,我们实施并评估了一个闭环系统,该系统实时监测驾驶员的呼吸频率,并在需要时提供有意识或无意识的个性化声学呼吸指南。在一项有24名参与者的研究中,我们观察到有意识的干预更有效地降低了呼吸频率,但也增加了驾驶失误的数量。我们观察到,先前的驾驶经验以及个性与干预的效果显着相关,这突出了在车内压力管理干预中考虑用户特征的重要性。
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