Drivers’ perception of highway work zone risks

Q1 Engineering
Fadi Shahin , Wafa Elias , Tomer Toledo
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引用次数: 0

Abstract

Highway work zones lead to an increase in crash risk. The goal of this research is to study drivers’ risk perception to mitigate these risks. A questionnaire was used to study drivers’ risk perception on typical highway work zone attributes (e.g., geometric changes, temporary traffic countermeasures, excessive speed). The results were compared with crash modification factors. A factor analysis was conducted to find the underlying latent variables behind these risk perceptions. Moreover, the connection between drivers’ personal characteristics and their risk perception was studied using linear regression. Lastly, to study the association between drivers’ risk perception and their driving speed, the questionnaire results were incorporated into a controlled experiment in a driving simulator that studied highway work zones effect on speed. A linear mixed-effects model was used to capture this association. The results reveal the most dangerous highway work zone attributes and the best mitigation ones perceived by drivers. Participants that drove more frequently through work zones drove at a higher speed in the driving simulator and the higher the perceived risk by the drivers the lower their speed. Male drivers have a lower perceived risk. These results can aid decision-makers in choosing safer highway work zone layout operations considering drivers’ risk perception. Also, increasing the awareness of highway work zone risks will lead to safer work zones.

驾驶员对高速公路工作区域风险的认知
高速公路工作区域导致事故风险增加。本研究的目的是研究驾驶员的风险感知,以减轻这些风险。采用问卷调查的方法,研究驾驶员对典型高速公路工作区域属性(几何变化、临时交通对策、超速)的风险感知。结果与碰撞修正因子进行了比较。我们进行了因子分析,以发现这些风险认知背后的潜在变量。此外,利用线性回归分析了驾驶员个人特征与风险感知之间的关系。最后,为了研究驾驶员风险感知与驾驶速度的关系,将问卷调查结果纳入驾驶模拟器的对照实验,研究高速公路工作区域对驾驶速度的影响。一个线性混合效应模型被用来捕捉这种关联。结果揭示了驾驶员感知到的最危险的公路工作区域属性和最佳缓解属性。在驾驶模拟器中,开车更频繁穿过工作区域的参与者以更高的速度开车,司机感知到的风险越高,他们的速度越低。男性司机的感知风险较低。这些结果可以帮助决策者在考虑驾驶员风险感知的情况下选择更安全的公路工作区布局作业。此外,提高对高速公路工作区域风险的认识将导致更安全的工作区域。
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 Engineering
Transportation Engineering Engineering-Automotive Engineering
CiteScore
8.10
自引率
0.00%
发文量
46
审稿时长
90 days
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