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A comparative study of rail-pedestrian trespassing crash injury severity between highway-rail grade crossings and non-crossings

机译:铁路-铁路平交道口与非平交道口铁路人行横道冲撞伤亡严重程度的比较研究

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Rail-trespassing crashes that involve various levels of injuries to pedestrians are under-researched. Rail trespassing could occur at crossings where pedestrians are present at the wrong time and at non-crossings where pedestrians are not legally allowed to be present. This paper presents a comparative study examining rail-trespassing crashes in two contexts: highway-rail grade crossings vs. non-crossings. How pre-crash trespassing behaviors and other factors (e.g., crash time, locations, and socio-demographics) differ between grade crossings and non-crossings are explored. The analysis relies on a ten-year (2006-2015) database of rail-pedestrian trespassing crash records extracted from a Federal Railroad Administration safety database. Of these 7157 rail-pedestrian trespassing crashes, 6236 (87%) occurred at non-crossings, while 921 (13%) occurred at grade crossings. About 60% of the crashes were fatal at both crossings and non-crossings. The most prevalent pre-crash trespassing behavior is running or walking, 63% at grade crossings and 44% at non-crossings. Lying or sleeping account for 29% of non-crossing crashes, whereas they are 3.6% at grade crossings. A unique aspect of the study is that a diverse set of variables based on geographic variations across counties along with crash or injury data are modeled. Considering the data structure and heterogeneity that may exist due to unobserved factors, the multilevel mixed-effect ordered logistic regressions models are estimated. The results show that the correlates of injury severity differ across highway-rail grade crossings and non-crossings. For example, lying or sleeping on or near tracks contributed to higher chances of fatal injury in both contexts, however, they were relatively more injurious at grade crossings. The analytical results can provide guidance on railway safety improvement plans.
机译:对涉及行人各种程度伤害的铁路侵入事故的研究仍在研究中。在错误时间有行人通行的过路处和在法律上不允许行人通行的不行人过路处,可能会发生铁路侵入。本文提出了一项比较研究,研究了两种情况下的铁路越轨事故:公路-铁路平交道口与非平交道口。探究了平交道口与非平交道口在碰撞前的侵入行为和其他因素(例如碰撞时间,位置和社会人口统计学)如何不同。该分析基于从联邦铁路管理局安全数据库中提取的十年(2006-2015年)的铁路行人闯入事故记录。在这7157起铁路行人过路事故中,有6236起(87%)发生在非人行横道处,而有921起(13%)发生在平交路口。约60%的撞车事故在交叉口和非交叉口均致命。撞车前最常见的闯入行为是跑步或步行,平交道口为63%,非平交道口为44%。说谎或睡觉占非交叉路口撞车事故的29%,而在交叉路口撞车事故占3.6%。该研究的独特之处在于,基于各县的地理差异以及碰撞或伤害数据对变量进行了建模。考虑到由于不可观测因素可能存在的数据结构和异质性,估计了多级混合效应有序逻辑回归模型。结果表明,在公路-铁路平交道口和非平交道口,伤害严重程度的相关性有所不同。例如,在这两种情况下,躺在或睡在铁轨上或附近的铁轨上,造成致命伤害的可能性更高,但是,它们对平交路口的伤害相对更大。分析结果可以为铁路安全改进计划提供指导。

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