Modeling reaction time and accidents rate of drivers

Hayder Alkhafaji, S. Sarsam
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Abstract

The huge number of accidents makes the study of accidents causation one of the priorities in the design of roads, location of traffic signs, specifying the permitted ages for driving, improving license procedure and to provide local data to predicate the behavior. The characteristics of drivers affect results in roads. Drivers' data, vision test and reaction time of the drivers taken, head cover and spectacle considered in the drivers' abilities and accidents background involvements in the questionnaire form. Drivers' reaction time and drivers' accidents rate (accidents+1/experience) through the years of driving experience are modeled. The results revealed the negative impact of head cover and/or spectacle on vision abilities, while it didn’t show obvious effect on accidents rate The best reaction time is 0.5708 (sec) for age group (29-39) years, while the worst reaction time is 0.6974 for age (>=51) years. The maximum accident rate is 0.482 for age group (18-28) and decreases with age increase to a minimum accidents rate of 0.0808 for age group >=51.
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模拟驾驶员的反应时间和事故率
大量的事故使得事故原因的研究成为道路设计、交通标志的设置、规定允许驾驶年龄、改进驾驶执照程序和提供本地数据来预测行为的重点之一。司机的特点影响着道路上的结果。驾驶人数据、所取驾驶人视力测试及反应时间、头罩及眼镜在驾驶人能力及事故背景参与问卷中考虑。通过多年驾驶经验对驾驶员的反应时间和事故率(事故+1/经验)进行建模。结果显示,头罩和(或)眼镜对视力有负面影响,但对事故发生率无明显影响。29-39岁年龄组最佳反应时间为0.5708(秒),51岁年龄组最差反应时间为0.6974(秒)。18 ~ 28岁年龄组事故率最高为0.482,随着年龄的增长事故率逐渐降低,>=51年龄组事故率最低为0.0808。
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