Universidad Tecnológica de Bolívar, Department of Industrial Engineering, Cartagena, Colombia; Pontificia Universidad Javeriana, Department of Industrial Engineering, Carrera 7 # 40-62, Bogotá, Colombia; Universidad Pontificia de Comillas, Instituto de Investigacion Tecnológica (IIT), ICAI Engineering School, c/Alberto Aguilera 25, 28250 Madrid, Spain.
Pontificia Universidad Javeriana, Department of Industrial Engineering, Carrera 7 # 40-62, Bogotá, Colombia.
Accid Anal Prev. 2023 Oct;191:107222. doi: 10.1016/j.aap.2023.107222. Epub 2023 Jul 27.
The global motorcycle market has grown significantly, with over 770 million vehicles estimated to be in use worldwide. Motorcycle-related road traffic deaths in low and middle-income countries (LMICs) like Colombia are concerning, comprising 30% of all reported fatalities. Cartagena has an average of 70 motorcycle-related deaths annually between 2019 and 2022, making it a high-risk area for motorcyclists.
The study aimed to identify factors associated with motorcyclist safety at unsignalized three-legged and four-legged intersections in Cartagena by observing the behavior of the motorcyclists and the analysis of the potential traffic conflicts. The observational analysis focused on the access of motorcyclists from a secondary road to a main road since it is the behavior offered by the most significant road interaction and the potential risk of traffic conflicts due to crossing.
The observational process was consolidated at ten three-legged intersections and seven four-legged intersections. Thirty-six hours of videos were collected considering different time slots and weekdays randomly distributed during September 2019 and March 2020. The selection of the intersections included different vehicular flows and road safety conditions. The variables considered in the study were: interaction with other road users, motorcyclist behavior, vehicle handling, potential distractors, and safety elements. The study used the Swedish Traffic Conflict Technique to analyze conflict analysis, incorporating the Post Encroachment Time (PET) measurement. The analysis was developed with descriptive and inferential statistical techniques. The collected variables were analyzed individually (frequency analysis), and contrasts were conducted with the PET values. The study evaluated associations between motorcycles and other motorized road actors at intersections about behaviors and crossroads.
In the Records, 10,281 motorcycle accesses at three and four-Legged Intersections were interactions with other road users, where 2417 and 1903 resulted in potential traffic conflicts, respectively. Average potential conflicts per hour were 115 and 127 at three and four-legged intersections. At the two intersections, the average PET values in motorcycles were between 2.09 and 2.10 s, while in the other motorized road users, it averaged around 2.67 to 2.71 s. In the road conditions, it was identified that intersections with a traffic flow of<10,000 vehicles/day and poor visibility to the left of the intersection lead to more unsafe conditions for motorcyclists. Motorcycle taxi drivers were the user group most frequently involved in traffic conflicts. Actions on the part of motorcyclists, such as risky behaviors, not using helmets, not using turn signals, and not waiting patiently for access, showed a relationship with the potential for traffic conflicts. Finally, turns to the left, particularly the indirect turn to the left on the opposite road, showed a greater risk of traffic conflicts.
The study found that motorcycles exhibit more severe traffic conflicts than motorized vehicles at intersections. Infrastructure conditions significantly impact the risk of intersection conflicts. Individual behaviors such as not stopping at intersections and driving recklessly increased the risk of traffic conflicts. The study recommends improving infrastructure such as visibility and signaling and implementing separators to reduce travel speed and traffic conflicts for motorcycles.
全球摩托车市场显著增长,全球估计有超过 7.7 亿辆摩托车在使用。哥伦比亚等中低收入国家(LMICs)与摩托车相关的道路交通死亡人数令人担忧,占所有报告死亡人数的 30%。卡塔赫纳在 2019 年至 2022 年间,每年平均有 70 名与摩托车相关的死亡,这使其成为摩托车手的高风险地区。
本研究旨在通过观察摩托车手在卡塔赫纳无信号三岔路口和四岔路口的行为,并分析潜在的交通冲突,确定与摩托车手安全相关的因素。观察分析的重点是从次要道路进入主要道路的摩托车手的行为,因为这是最显著的道路交互提供的行为,并且由于交叉而存在潜在的交通冲突风险。
在十个三岔路口和七个四岔路口进行了观测过程。在 2019 年 9 月至 2020 年 3 月期间,随机分布在不同的时间插槽和工作日,收集了 36 小时的视频。选择的路口包括不同的车辆流量和道路安全条件。研究中考虑的变量包括:与其他道路使用者的交互、摩托车手行为、车辆操控、潜在干扰因素和安全要素。该研究使用瑞典交通冲突技术来分析冲突分析,纳入了后侵入时间(Post Encroachment Time,PET)测量。分析采用描述性和推断性统计技术进行。收集的变量进行了单独分析(频率分析),并对 PET 值进行了对比。该研究评估了在交叉口关于行为和十字路口的摩托车和其他机动化道路参与者之间的关联。
在记录中,在三腿和四腿交叉口有 10281 次摩托车进入路口,与其他道路使用者的交互,其中 2417 次和 1903 次分别导致潜在的交通冲突。每小时潜在冲突的平均数量为 115 次和 127 次,分别在三腿和四腿交叉口。在两个路口,摩托车的平均潜在冲突时间在 2.09 到 2.10 秒之间,而其他机动化道路使用者的平均时间约为 2.67 到 2.71 秒。在道路条件方面,发现交通流量<10000 辆/天和交叉口左侧能见度差的路口导致摩托车手的不安全条件更多。摩托车出租车司机是最常涉及交通冲突的用户群体。摩托车手的行为,如危险行为、不戴头盔、不使用转向灯和不耐烦等待进入,与潜在的交通冲突有关。最后,向左转弯,特别是在对面道路上的间接向左转弯,显示出更大的交通冲突风险。
本研究发现,与其他机动化车辆相比,摩托车在交叉口的交通冲突更为严重。基础设施条件对交叉口冲突风险有显著影响。个人行为,如不停车和鲁莽驾驶,增加了交通冲突的风险。研究建议改善基础设施,如提高可视性和信号指示,并实施分隔物,以降低摩托车的行驶速度和交通冲突。