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Impact of traffic congestion on road accidents: A spatial analysis of the M25 motorway in England

机译:交通拥堵对道路交通事故的影响:英格兰M25高速公路的空间分析

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摘要

Traffic congestion and road accidents are two external costs of transport and the reduction of their impacts is often one of the primary objectives for transport policy makers. The relationship between traffic congestion and road accidents however is not apparent and less studied. It is speculated that there may be an inverse relationship between traffic congestion and road accidents, and as such this poses a potential dilemma for transport policy makers. This study aims to explore the impact of traffic congestion on the frequency of road accidents using a spatial analysis approach, while controlling for other relevant factors that may affect road accidents. The M25 London orbital motorway, divided into 70 segments, was chosen to conduct this study and relevant data on road accidents, traffic and road characteristics were collected. A robust technique has been developed to map M25 accidents onto its segments. Since existing studies have often used a proxy to measure the level of congestion, this study has employed a precise congestion measurement. A series of Poisson based non-spatial (such as Poisson-lognormal and Poisson-gamma) and spatial (Poisson-lognormal with conditional autoregressive priors) models have been used to account for the effects of both heterogeneity and spatial correlation.rnThe results suggest that traffic congestion has little or no impact on the frequency of road accidents on the M25 motorway. All other relevant factors have provided results consistent with existing studies.
机译:交通拥堵和道路交通事故是交通运输的两个外部成本,减轻其影响通常是交通运输决策者的主要目标之一。然而,交通拥堵与​​道路交通事故之间的关系并不明显,研究也很少。据推测,交通拥堵与​​道路交通事故之间可能存在反比关系,因此,这给运输决策者带来了潜在的困境。本研究旨在使用空间分析方法探讨交通拥堵对道路事故发生频率的影响,同时控制可能影响道路事故的其他相关因素。选择伦敦M25高速公路高速公路(分为70个部分)进行这项研究,并收集了有关道路事故,交通和道路特征的相关数据。已经开发了一种强大的技术来将M25事故映射到其各个部分。由于现有研究经常使用代理来测量拥塞程度,因此本研究采用了精确的拥塞度量。一系列基于泊松的非空间模型(例如泊松对数正态和泊松伽玛)和空间模型(具有条件自回归先验的泊松对数正态)已用于解释异质性和空间相关性的影响。交通拥堵对M25高速公路的道路交通事故发生频率影响很小或没有影响。所有其他相关因素都提供了与现有研究一致的结果。

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  • 来源
    《Accident Analysis and Prevention》 |2009年第4期|798-808|共11页
  • 作者单位

    Department of Civil and Building Engineering, Loughborough University, Loughborough, Leicestershire LE11 3TU, United Kingdom;

    Department of Civil and Building Engineering, Loughborough University, Loughborough, Leicestershire LE11 3TU, United Kingdom;

    Department of Civil and Building Engineering, Loughborough University, Loughborough, Leicestershire LE11 3TU, United Kingdom;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    GIS; traffic congestion; road accidents; spatial modeling; M25 motorway;

    机译:地理信息系统交通拥堵;道路交通事故;空间建模;M25高速公路;

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