Unveiling stress triggers for older drivers: Scenario development through FGI-based text mining

IF 3.8 Q2 TRANSPORTATION
Nakhyeon Choi , Junghwa Kim , Jooyong Lee
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引用次数: 0

Abstract

Older drivers are prematurely ceasing driving due to stress experienced while on the road. This study aims to explore the traffic situations that induce stress among older drivers. We collected unstructured data on stressful driving situations through Focus Group Interviews (FGI) with 8 interviewees, particularly older drivers with cardiovascular and cerebrovascular conditions. These situations were then analyzed using text mining techniques to develop detailed scenarios that reflect the real-world experiences of older drivers. The results identified five stress-inducing scenarios on highways. Our scenarios can be utilized as testing scenarios for the development of policies and technologies aimed at preventing driving cessation due to self-regulation and reducing road hazards among older drivers. Ultimately, this can enhance not only road safety and improve the well-being of older adults.
揭示老司机的压力触发器:通过基于fgi的文本挖掘进行场景开发
由于在路上经历的压力,老年司机过早地停止驾驶。本研究旨在探讨引起老年驾驶员压力的交通状况。我们通过焦点小组访谈(FGI)收集了8位受访者关于压力驾驶情况的非结构化数据,特别是有心脑血管疾病的老年司机。然后使用文本挖掘技术对这些情况进行分析,以开发反映老年驾驶员真实体验的详细场景。结果确定了高速公路上的五种压力诱发情景。我们的场景可以作为政策和技术开发的测试场景,旨在防止因自我调节而停止驾驶,并减少老年驾驶员的道路危险。最终,这不仅可以加强道路安全,还可以改善老年人的福祉。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Transportation Research Interdisciplinary Perspectives
Transportation Research Interdisciplinary Perspectives Engineering-Automotive Engineering
CiteScore
12.90
自引率
0.00%
发文量
185
审稿时长
22 weeks
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