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Analysis of Factors Affecting the Severity of Traffic Accidents at Urban Intersections

机译:影响城市交叉路口交通事故严重程度的因素分析

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In order to explore the influencing factors of the severity of traffic accidents at intersections, a lot of journal review has been made. This paper categorizes accidents into serious accidents and non-serious accidents. Considering the interaction between different variables, the logistic regression model is established to discuss the factors from four aspects: people, vehicles, roads, and the environment. The factors including sex of the driver, age band of driver, journey purpose of the driver, vehicle type, vehicle location, age of the vehicle, number of vehicles, road class, road type, junction detail, junction control, pedestrian crossing control, speed limit, and light conditions. The results show that model provides a good fit for data, all the factors except vehicle location and age of vehicle have a significant influence on the severity of the accident. Finally, according to the model fitting results, the corresponding measures to reduce intersection accident damage and improve safety are proposed.
机译:为了探讨交叉路口交通事故严重程度的影响因素,已经进行了许多日记审查。本文将事故分为严重事故和非严重事故。考虑到不同变量之间的相互作用,建立了逻辑回归模型,以讨论四个方面的因素:人,车辆,道路和环境。包括驾驶员性别,司机年龄频段,驾驶员的旅程目的,车辆类型,车辆的年龄,车辆数量,道路类,道路型,交叉路口,交叉路口控制,行人交叉控制等因素限速和光线条件。结果表明,型号提供了良好的数据,除了车辆位置和车辆年龄以外的所有因素对事故的严重程度有重大影响。最后,根据模型拟合结果,提出了减少交叉口事故损坏和提高安全性的相应措施。

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