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Differences in rural and urban driver-injury severities in accidents involving large-trucks: An exploratory analysis

机译:涉及大卡车事故的城乡驾驶员伤害严重性差异:探索性分析

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This study explores the differences between urban and rural driver injuries (both passenger-vehicle and large-truck driver injuries) in accidents that involve large trucks (in excess of 10,000 pounds). Using 4 years of California accident data, and considering four driver-injury severity categories (no injury, complaint of pain, visible injury, and severe/fatal injury), a multinomial logit analysis of the data was conducted. Significant differences with respect to various risk factors including driver, vehicle, environmental, road geometry and traffic characteristics were found to exist between urban and rural models. For example, in rural accidents involving tractor-trailer combinations, the probability of drivers' injuries being severe/fatal increased about 26% relative to accidents involving single-unit trucks. In urban areas, this same probability increased nearly 700%. In accidents where alcohol or drug use was identified as being the primary cause of the accident, the probability of severe/fatal injury increased roughly 250% percent in rural areas and nearly 800% in urban areas. While many of the same variables were found to be significant in both rural and urban models (although often with quite different impact), there were 13 variables that significantly influenced driver-injury severity in rural but not urban areas, and 17 variables that significantly influenced driver-injury severity in urban but not rural areas. We speculate that the significant differences between rural and urban injury severities may be at least partially attributable to the different perceptual, cognitive and response demands placed on drivers in rural versus urban areas.
机译:这项研究探讨了涉及大型卡车(超过10,000磅)的事故中城乡驾驶员伤害(乘用车和大型卡车驾驶员伤害)之间的差异。使用4年的加利福尼亚事故数据,并考虑四个驾驶员伤害严重性类别(无伤害,疼痛主诉,可见伤害和严重/致命伤害),对数据进行了多项logit分析。发现城乡模型之间存在着各种风险因素的重大差异,包括驾驶员,车辆,环境,道路几何形状和交通特性。例如,在涉及拖拉机与挂车组合的农村事故中,驾驶员受伤/重伤的可能性相对于涉及单体卡车的事故增加了约26%。在城市地区,这种可能性增加了近700%。在以酒精或毒品为​​主要事故原因的事故中,严重/致命伤害的可能性在农村地区增加了约250%,在城市地区增加了近800%。尽管在农村和城市模型中发现许多相同的变量都具有显着意义(尽管通常具有不同的影响),但在农村地区而非城市地区,有13个变量对驾驶员伤害严重性有重大影响,而在农村地区则有17个变量具有显着影响在城市但不是农村地区,驾驶员受伤的严重程度。我们推测,城乡伤害严重程度之间的显着差异至少可以部分归因于农村和城市地区驾驶员对感知,认知和反应的要求不同。

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