Quantifying the Benefits of Mindful Driving Training in Safety and Sustainability

Rebecca Dollahite, Michael E. Duffy, B. Park
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Abstract

While automobiles are essential for enabling the daily lives of many Americans and businesses, they have caused significant public health concerns, including over 31,785 fatalities in 2022 from traffic crashes and generating 27% of the United States’ greenhouse gas emissions in 2020. It has been shown that mindful driving training reduces aggressive driving behaviors, which is expected to reduce crashes, fuel consumption, and greenhouse gas emissions.In this research, we work with the University of Virginia (UVA)'s Facilities Management (FM) group which monitors over 280 vehicles through GPS tracking software. The FM group started mindful driving training in March 2021 and has since completed training for nearly half of drivers. We started collecting and analyzing these vehicles' performance data, including harsh braking, hard acceleration, speed violation, seatbelt violation, fuel consumption, and idling time. We quantified the impacts of mindful driving using before and after analysis. The safety impact was assessed using delta changes in harsh braking, speed violation, seatbelt violation, and number of relative crashes and the sustainability impact was based on the changes in hard acceleration, fuel economy, and idling time. Our analyses showed that mindful driving training greatly improves sustainability with reduced fuel consumption and safety with reduced occurrences of safetyrelated violations.
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量化正念驾驶训练在安全和可持续发展方面的效益
虽然汽车对许多美国人和企业的日常生活至关重要,但它们也引起了重大的公共卫生问题,包括2022年超过31785人死于交通事故,并在2020年产生了美国27%的温室气体排放量。研究表明,正念驾驶训练可以减少攻击性驾驶行为,从而有望减少撞车事故、燃料消耗和温室气体排放。在这项研究中,我们与弗吉尼亚大学(UVA)的设施管理(FM)小组合作,该小组通过GPS跟踪软件监控280多辆汽车。FM集团于2021年3月开始进行正念驾驶培训,迄今已完成近一半驾驶员的培训。我们开始收集和分析这些车辆的性能数据,包括急刹车、硬加速、超速、安全带违规、燃油消耗和空转时间。我们使用前后分析量化了正念驾驶的影响。安全性影响的评估采用了急刹车、超速、安全带违规和相对碰撞次数的增量变化,可持续性影响的评估基于硬加速、燃油经济性和空转时间的变化。我们的分析表明,有意识的驾驶训练大大提高了可持续性,减少了燃料消耗和安全性,减少了与安全相关的违规事件的发生。
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