The impact of higher speed limits on the frequency and severity of freeway crashes: Accounting for temporal shifts and unobserved heterogeneity

IF 12.5 1区 工程技术 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Nawaf Alnawmasi , Fred Mannering
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引用次数: 35

Abstract

In recent years, US States have raised their maximum interstate speed limits from 70 mi/h to 75 mi/h, 80 mi/h and even 85 mi/h. However, understanding the effect that these higher speed limits have had on the frequency and severity of crashes using traditional before and after analyses has been difficult due to possible temporal shifts in driver behavior, and potential changes in vehicle safety technology and highway safety features. Using multi-year data from before and after higher speed limits were instituted on Kansas freeways, random parameters models of crash frequency and resulting injury severity were estimated. Regarding the frequency of crashes, the findings showed that the higher speed limits did not have a significant effect in the mean number of crashes on the 253 studied roadway segments. For injury severity, model-estimation results in one- and two-vehicle crashes show that the factors affecting driver-injury severities have changed before and after the speed limit increase, but changes were also observed in the years before the speed limit increases and the years after. However, using pre-speed-limit-increase model estimation results to predict post-speed-limit-increase injury-severity distributions it was found that the aggregate effect of the changing influences of explanatory variables on average injury severities was relatively small. While the injury-severity estimation results make it difficult to attribute any temporal shifts in parameter values to the increased speed limit, there was a significant increase in the probability of rollover crashes that suggests the higher speed limits may have had some contributory effect on injury severities in single-vehicle crashes.

更高限速对高速公路撞车频率和严重程度的影响:时间变化和未观察到的异质性的解释
近年来,美国各州将州际公路的最高限速从70英里/小时提高到75英里/小时、80英里/小时甚至85英里/小时。然而,由于驾驶员行为可能发生的时间变化,以及车辆安全技术和公路安全特征的潜在变化,使用传统的前后分析方法很难理解这些更高的速度限制对碰撞频率和严重程度的影响。利用堪萨斯州高速公路实行更高速度限制前后的多年数据,估计了碰撞频率和由此造成的伤害严重程度的随机参数模型。在碰撞频率方面,研究结果表明,在253个研究路段上,更高的速度限制对平均碰撞次数没有显著影响。对于伤害严重程度,一车和两车碰撞的模型估计结果表明,影响驾驶员伤害严重程度的因素在限速提高前后都发生了变化,但在限速提高之前和之后的年份也观察到了变化。然而,利用限速前模型估计结果预测限速后的损伤严重程度分布发现,解释变量变化对平均损伤严重程度的总体影响相对较小。虽然伤害严重程度的估计结果很难将参数值的任何时间变化归因于限速的提高,但侧翻碰撞的概率显著增加,这表明更高的限速可能对单车碰撞的伤害严重程度有一定的影响。
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来源期刊
CiteScore
22.10
自引率
34.10%
发文量
35
审稿时长
24 days
期刊介绍: Analytic Methods in Accident Research is a journal that publishes articles related to the development and application of advanced statistical and econometric methods in studying vehicle crashes and other accidents. The journal aims to demonstrate how these innovative approaches can provide new insights into the factors influencing the occurrence and severity of accidents, thereby offering guidance for implementing appropriate preventive measures. While the journal primarily focuses on the analytic approach, it also accepts articles covering various aspects of transportation safety (such as road, pedestrian, air, rail, and water safety), construction safety, and other areas where human behavior, machine failures, or system failures lead to property damage or bodily harm.
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