Li Haojie, Graham Daniel J, Liu Pan
School of Transportation, Southeast University, China; Jiangsu Province Collaborative Innovation Center of Modern Urban Traffic Technologies, China.
Centre for Transport Studies, Imperial College, London, UK.
Accid Anal Prev. 2017 Feb;99(Pt A):90-101. doi: 10.1016/j.aap.2016.11.016. Epub 2016 Nov 24.
This paper evaluates the effects of the London Cycle Superhighways (CS) on cycle collisions. A total of 45 CS segments and 375 control segments are observed for a period of 8 years in London. Variables such as road characteristics, crash history and socio-economic information are included in the data set. Traffic characteristics including traffic volume, cycle volume and traffic speed are obtained from Department for Transport. We first estimate the safety effects on the CS routes using Empirical Bayes methods. Then propensity score matching methods are also applied for comparison. The introduction of cycle superhighways caused cycling traffic volumes to increase dramatically along CS routes with no significant impacts on collision rates. Our models find that the increase in traffic was associated with a rise in annual total cycle collisions of around 2.6 per km (38% in percentage). However, when we re-estimate the effects based on cycle collision rates rather than levels, our results also show that the CS routes are not more dangerous or safer than the control roads. Among the four CS routes, CS3 performs the best in protecting cyclists with a large proportion of segregated lanes whilst the cyclists have to share the lanes with motorists on other routes. It is recommended that consistent safety designs should be applied on all CS routes for a safer cycling environment.
本文评估了伦敦自行车高速公路(CS)对自行车碰撞事故的影响。在伦敦对总共45个CS路段和375个对照路段进行了为期8年的观测。数据集中包含道路特征、碰撞历史和社会经济信息等变量。交通特征,包括交通量、自行车流量和交通速度,是从运输部获取的。我们首先使用经验贝叶斯方法估计CS路线上的安全影响。然后也应用倾向得分匹配方法进行比较。自行车高速公路的引入使得沿CS路线的自行车交通量大幅增加,而对碰撞率没有显著影响。我们的模型发现,交通量的增加与每公里每年自行车碰撞总数增加约2.6起(百分比为38%)有关。然而,当我们基于自行车碰撞率而非碰撞水平重新估计影响时,我们的结果还表明,CS路线并不比对照道路更危险或更安全。在四条CS路线中,CS3在保护骑自行车者方面表现最佳,其有很大比例的隔离车道,而在其他路线上骑自行车者必须与驾车者共用车道。建议在所有CS路线上采用一致的安全设计,以营造更安全的骑行环境。