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探索英国丁字路口不同碰撞形态导致的摩托车手受伤严重程度——有序概率模型的应用

Exploring motorcyclist injury severity resulting from various crash configurations at T-junctions in the United Kingdom--an application of the ordered probit models.

作者信息

Pai Chih-Wei, Saleh Wafaa

机构信息

Transport Research Institute, Napier University, Edinburgh, Scotland.

出版信息

Traffic Inj Prev. 2007 Mar;8(1):62-8. doi: 10.1080/15389580600991376.

DOI:10.1080/15389580600991376
PMID:17366337
Abstract

OBJECTIVES

The fact that motorcycle users tend to be more vulnerable to injuries than those using other motorized vehicles may act synergistically with the complexity of conflicting movements between vehicles and motorcycles to increase injury severity in a junction-type accident. A junction-type collision tends to be more severe than a non-junction case due to the fact that some of the injurious crashes such as angle-collision commonly occur. Existing studies have applied several statistical modeling techniques to examine influential factors on the occurrences of different crashes among motorized vehicles but surprisingly very little has empirically explored whether a particular crash type, resulting from a junction-type accident, is more injurious to motorcyclists. This article attempts to investigate whether a particular collision is more deadly to motorcyclists conditioned on crash occurrence at T-junctions in the U.K., while controlling for environment, vehicle, and demographic factors.

METHODS

The statistical modeling technique employed is the ordered probit models using the data extracted from the STATS19 accident injury database (1999-2004).

RESULTS

The modeling found determinants of injury severity among motorcyclists at T-junctions in the U.K. For example, an approach-turn/head-on collision is much more injurious to motorcyclists; and, those riding in early morning (i.e., 0000-0659) are more likely to be severely injured.

CONCLUSIONS

This study offers a guideline for future research, as well as insight into potential prevention strategies that might help moderate motorcyclist injuries.

摘要

目标

与使用其他机动车辆的人相比,摩托车使用者往往更容易受伤,这一事实可能与车辆和摩托车之间冲突运动的复杂性产生协同作用,从而增加交叉路口型事故中的伤害严重程度。由于某些伤害性碰撞(如角度碰撞)经常发生,交叉路口型碰撞往往比非交叉路口情况更严重。现有研究应用了多种统计建模技术来检验影响机动车辆不同碰撞事故发生的因素,但令人惊讶的是,很少有实证研究探讨交叉路口型事故导致的特定碰撞类型是否对摩托车手更具伤害性。本文试图调查在英国,以T型交叉路口发生的碰撞事故为条件,同时控制环境、车辆和人口因素,特定碰撞对摩托车手是否更致命。

方法

采用的统计建模技术是有序概率模型,使用从STATS19事故伤害数据库(1999 - 2004年)中提取的数据。

结果

建模发现了英国T型交叉路口摩托车手伤害严重程度的决定因素。例如,驶入转弯/正面碰撞对摩托车手的伤害要大得多;而且,在凌晨(即00:00 - 06:59)骑行的人更有可能受重伤。

结论

本研究为未来研究提供了指导方针,并深入了解了可能有助于减轻摩托车手伤害的潜在预防策略。

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