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爱荷华州公路旁路对事故和事故率影响的贝叶斯评估

A Bayesian assessment of the effect of highway bypasses in Iowa on crashes and crash rate.

机构信息

Agricultural and Biosystems Engineering, Iowa State University, 209A Industrial Education II, Ames, IA 50011-3130, USA.

出版信息

J Safety Res. 2011 Aug;42(4):241-52. doi: 10.1016/j.jsr.2011.05.007. Epub 2011 Jul 22.

DOI:10.1016/j.jsr.2011.05.007
PMID:22017826
Abstract

INTRODUCTION

A common contention is that the construction of highway bypasses negatively impacts the economy of local communities by reducing pass-by traffic for businesses. However, as access to specific business' account records is limited, this impact is difficult to quantify. Another common contention is that bypasses contribute to a reduction in overall crashes in the community and in the surrounding areas. Even though a large number of bypasses have been constructed in the State of Iowa over the past several years, their actual impact in terms of traffic safety has not been quantified.

OBJECTIVES

This study seeks answers to the following questions: (a) Are bypasses in Iowa associated with a reduction in crash frequencies and crash rates on the bypassed highway? (b) Do bypasses in Iowa introduce a reduction of overall crash frequencies and rates or do they merely shift crashes from the highways through the communities to the bypasses with no significant overall reduction?

METHOD

We obtained crash information from the Iowa DOT at 19 sites on which a bypass was constructed sometime during the past 23 years. We also obtained the same information at six sites used as comparison sites on which no bypasses were constructed at least until 2005. We them employed a Bayesian approach to estimating the association between the construction of the bypass and crash rates, while also accounting for other factors.

RESULTS

The construction of bypasses in Iowa is associated with a significant increase in traffic safety both on the main road through town and on the combined main road and bypass roadway.

摘要

引言

有一种常见的观点认为,修建高速公路旁路会减少经过当地企业的过往交通,从而对社区经济产生负面影响。然而,由于获取特定企业的账户记录受到限制,这种影响难以量化。另一种常见的观点是,旁路有助于减少社区和周边地区的整体事故。尽管爱荷华州在过去几年中已经修建了大量的旁路,但它们在交通安全方面的实际影响尚未量化。

目的

本研究旨在回答以下问题:(a) 爱荷华州的旁路是否与被旁路的高速公路上的事故频率和事故率降低有关?(b) 爱荷华州的旁路是否引入了整体事故频率和率的降低,或者它们只是将事故从高速公路转移到了旁路,而没有显著降低整体事故率?

方法

我们从爱荷华州交通部获取了过去 23 年中在 19 个地点修建旁路的事故信息。我们还在 6 个地点获取了相同的信息,这些地点被用作对比地点,至少在 2005 年之前没有修建旁路。然后,我们采用贝叶斯方法来估计旁路建设与事故率之间的关联,同时考虑其他因素。

结果

爱荷华州旁路的建设与城镇主要道路和主要道路与旁路结合道路上的交通安全显著提高有关。

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