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An investigation into drivers' yielding behaviour at marked uncontrolled pedestrian crossings in Ghana 对加纳司机在有标志的无控制人行横道上让行行为的调查
IF 3.2 Q1 Social Sciences Pub Date : 2024-02-24 DOI: 10.1016/j.iatssr.2024.02.002
Eugene Sogbe

Given the dangers pedestrians are susceptible to when crossing the roadway, an investigation of motorists' yielding decisions at uncontrolled crossings should be prioritised. Some encounters between motorists and pedestrians turn into injuries or deaths due to excessive delay on the part of drivers, and pedestrians' impatience might lead them to opt for the rolling gap. Insights into drivers' yielding behaviour in developing countries are lacking. Meanwhile, developing countries contribute significantly to traffic deaths, particularly those in the African Region. Understanding drivers' yielding behaviour is necessary for effective interventions to safeguard pedestrians and encourage safe walking. Accordingly, by deploying a backward binary logit model, this study investigated drivers' yielding behaviour at marked uncontrolled pedestrian crossings through naturalistic observation. The results revealed that a small share of drivers, 258, were observed to yield to pedestrians, representing a 28% yielding rate in total. The model indicates that the chances of motorists yielding to pedestrians are enhanced by the following factors: pedestrian age, density, gender and traffic condition. Private car drivers had the lowest yielding rate of 18.2%, followed closely by public transport drivers. This research contributes to the discourse on drivers' yielding behaviour at pedestrian crossings with perspectives from a developing country. Further, it discusses policy implications for policymakers and enforcement agencies.

鉴于行人在横穿马路时很容易遇到危险,因此应优先调查机动车驾驶员在不受控制的十字路口做出让行决定的情况。由于驾驶员的过度延迟,行人的不耐烦可能会导致他们选择让行。目前还缺乏对发展中国家驾驶员让行行为的了解。同时,发展中国家,尤其是非洲地区的发展中国家,在交通事故死亡人数中占很大比例。要采取有效的干预措施来保护行人并鼓励安全步行,就必须了解司机的让行行为。因此,本研究采用后向二元 Logit 模型,通过自然观察法调查了司机在有标志的无控制人行横道上的礼让行为。结果显示,有 258 名司机礼让了行人,占司机总数的 28%。模型显示,以下因素会增加驾驶者礼让行人的机会:行人年龄、密度、性别和交通状况。私家车驾驶员的礼让率最低,仅为 18.2%,紧随其后的是公共交通驾驶员。这项研究以发展中国家的视角,对司机在行人过马路时的礼让行为进行了探讨。此外,它还讨论了对政策制定者和执法机构的政策影响。
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引用次数: 0
What is the purpose? Practitioners' perspectives of the Safe System approach to road safety in Australia 目的是什么?从业人员对澳大利亚道路安全安全系统方法的看法
IF 3.2 Q1 Social Sciences Pub Date : 2024-02-14 DOI: 10.1016/j.iatssr.2024.01.004
Michael Green, Carlyn Muir, Jennifer Oxley

The Safe System approach is a commonly adopted approach internationally to address road traffic injuries. Existing research has identified that the approach has multiple descriptions, and there have been noted difficulties associated with implementation. Practitioners have an important role in rolling out road safety interventions, and thus are a key point for translating Safe System into practice. However, there has been limited investigation of how practitioners view and understand Safe System. Of particular importance is practitioners' interpretation of Safe System's purpose and the facilitators and barriers to application. Four hundred and sixty-nine respondents completed an online survey which investigated perceptions regarding Safe System's purpose.

The results highlight that practitioners view Safe System as being multidimensional, with a range of ideas about what the overall purpose is. Safe System was perceived as both visionary and practical, with the majority of respondents reporting that it defines a broad outcome for road safety and provides direction on how to respond to road traffic injury. Additionally, two thirds of respondents identified that they applied Safe System to the last project or program they worked on and were broadly supportive of the approach. However, multiple impediments to application were identified, with these barriers effected by the practitioners' demographics, role and organisation. For practitioners, Safe System represents a complex approach that aims to reduce injury and deaths, however, effective application can only occur when barriers are reduced.

安全系统方法是国际上普遍采用的一种解决道路交通伤害问题的方法。现有的研究发现,该方法有多种描述,在实施过程中也存在一些困难。从业人员在推广道路安全干预措施方面发挥着重要作用,因此是将安全系统转化为实践的关键点。然而,对从业人员如何看待和理解 "安全系统 "的调查还很有限。其中尤为重要的是从业人员对安全系统的目的以及应用的促进因素和障碍的解释。四百六十九名受访者完成了一项在线调查,调查内容是对安全系统目的的看法。调查结果显示,从业人员认为安全系统是多层面的,他们对安全系统的总体目的有不同的看法。大多数受访者认为,"安全系统 "界定了道路安全的广泛成果,并为如何应对道路交通伤害指明了方向。此外,三分之二的受访者表示,他们在上一个项目或计划中应用了 "安全系统",并对这一方法表示广泛支持。然而,受访者也发现了应用安全系统的多种障碍,这些障碍受到从业人员的人口统计、角色和组织结构的影响。对从业人员而言,安全系统是一种旨在减少伤亡的复杂方法,但只有减少障碍,才能有效应用。
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引用次数: 0
A bibliometric analysis of motorcycle studies in Asia: From 1971 to 2022 亚洲摩托车研究文献计量分析:从 1971 年到 2022 年
IF 3.2 Q1 Social Sciences Pub Date : 2024-02-02 DOI: 10.1016/j.iatssr.2024.01.005
Dedy Firmansyah , Muhammad Zudhy Irawan , Mukhammad Rizka Fahmi Amrozi , Bhargab Maitra , Taqia Rahman , Nur Oktaviani Widiastuti

Despite having the highest accident risk of all motorized vehicles, motorcycles are rapidly gaining popularity in Asian countries because of their affordability and flexibility. In response to this trend, many studies in Asian countries have examined the prevalence of motorcycles and assessed their impacts. In order to identify significant studies on motorcycles, this study conducts a bibliometric analysis of motorcycle studies in Asian countries. The data were gathered from Scopus and Web of Science databases over the entire publication period from 1971 to 2022. This study uses VOS-viewer and Biblioshiny to highlight important indicators, including source, authorship, country, institution, citation, co-citation analysis topic classifications, and keyword occurrences. A total of 2529 articles from journals and conferences were examined. The results reveal that published studies of motorcycles in Asian countries increased by an average of 22% after their initial appearance in 1971. Motorcycling studies in Asia have evolved from focusing on safety (1971–2000) to broader themes including emissions (2001−2012), the built environment's impact on energy (2013–2019), and recently towards advanced technology and urban sustainability (2020−2022). IATSS Research is ranked seventh with the most motorcycle articles. China, including Taiwan, has the most articles and citations among Asian countries. Based on the publication themes, the 51 years of motorcycle studies in Asia can be categorized into five clusters: accidents and human factors, traffic and policy, air pollution, motorcycle engineering and performance, and roads and technological innovation. Finally, eco-friendly fuels for motorcycles, diversity of motorcyclist behaviors in Asia, and technology-based driving safety are significant topics for future studies.

尽管摩托车在所有机动车辆中事故风险最高,但由于其经济实惠和灵活性,摩托车在亚洲国家迅速普及。为了应对这一趋势,亚洲国家的许多研究都对摩托车的普及率进行了调查,并对其影响进行了评估。为了确定有关摩托车的重要研究,本研究对亚洲国家的摩托车研究进行了文献计量分析。数据收集自 Scopus 和 Web of Science 数据库,时间跨度为 1971 年至 2022 年。本研究使用 VOS-viewer 和 Biblioshiny 来突出重要指标,包括来源、作者、国家、机构、引文、共引分析主题分类和关键词出现率。共研究了 2529 篇来自期刊和会议的文章。结果显示,亚洲国家发表的摩托车研究文章在 1971 年首次出现后平均增加了 22%。亚洲的摩托车研究已从关注安全性(1971-2000 年)发展到更广泛的主题,包括排放(2001-2012 年)、建筑环境对能源的影响(2013-2019 年),以及最近的先进技术和城市可持续性(2020-2022 年)。IATSS研究》以最多的摩托车文章排名第七。在亚洲国家中,中国(包括台湾)的文章和引用次数最多。根据发表主题,亚洲 51 年来的摩托车研究可分为五大类:事故与人为因素、交通与政策、空气污染、摩托车工程与性能,以及道路与技术创新。最后,摩托车的环保燃料、亚洲摩托车驾驶员行为的多样性以及基于技术的驾驶安全是未来研究的重要课题。
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引用次数: 0
A comparative study of road traffic violation between Thai and Japanese teenagers 泰国和日本青少年道路交通违规比较研究
IF 3.2 Q1 Social Sciences Pub Date : 2024-01-26 DOI: 10.1016/j.iatssr.2024.01.001
Napattharakorn Katanararoj , Kasem Choocharukul , Kishi Kunihiro

A study was conducted to analyze the factors affecting violation behavior among road users in Thailand and Japan in order to determine appropriate policies and recommendations. The study used the theory of planned behavior (TPB) to evaluate road user behavior and attitude. Questionnaires were distributed in Bangkok, Thailand and Sapporo, resulting in 477 valid responses in Thailand and 201 in Japan. The data was analyzed using structural equation modeling (SEM). Results showed that notice failure and bicycle stunt were the most impactful factors for the bicycle model in Japan, while instrumental attitude and conformity tendency were significant for the pedestrian model. In Thailand, traffic errors and motorcycle stunts were the most impactful factors for the motorcycle model, while instrumental attitude, descriptive norm, and conformity tendency were significant for the pedestrian model. The study suggests promoting awareness of violation and accidents, teaching proper motorcycle riding techniques, and creating safe environments to prevent accidents. It also recommends cultivating consciousness in individuals behavior and emphasizing the importance of traffic rules to parents and companions.

本研究分析了影响泰国和日本道路使用者违规行为的因素,以确定适当的政策和建议。研究采用了计划行为理论(TPB)来评估道路使用者的行为和态度。研究人员在泰国曼谷和日本札幌发放了调查问卷,共收到 477 份有效答卷和 201 份有效答卷。数据采用结构方程模型(SEM)进行分析。结果表明,在日本,通知失败和自行车特技是对自行车模式影响最大的因素,而工具态度和服从倾向对行人模式影响显著。在泰国,交通失误和摩托车特技是对摩托车模型影响最大的因素,而工具态度、描述性规范和服从倾向对行人模型的影响显著。研究建议提高对违规和事故的认识,传授正确的摩托车骑行技巧,创造安全的环境以防止事故发生。研究还建议培养个人行为意识,并向父母和同伴强调交通规则的重要性。
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引用次数: 0
An optimisation model to locate level crossings in railway lines at mines to minimise the total weighted-walked distance 一个优化模型,用于确定矿区铁路线平交道口的位置,使加权步行总距离最小化
IF 3.2 Q1 Social Sciences Pub Date : 2024-01-24 DOI: 10.1016/j.iatssr.2024.01.003
Alcides Santander-Mercado, René Amaya-Mier, Laura Castaño-Campo, Maria Jubiz-Diaz

The location of level crossings for pedestrian circulation is a safety issue due to potential human losses and material damage. This problem has become a concern in urban and industrial environments due to the characteristics of rail systems and unsafe pedestrian behaviour. Research reveals that psychological and infrastructural factors influence pedestrians' decision-making when crossing railroad lines. One of these is the convenience that leads pedestrians to cross at the nearest point. However, investigations to date only study the impact of location on the risk and severity of crashes and pedestrian rule violations. The current research is quasi-experimental, i.e., no optimisation tool has been developed to determine which crossing points pedestrians should follow. Therefore, this research develops a mathematical model for locating level crossings at railways to minimise the total weighted-walked distance. A genetic algorithm was proposed for solving the model, especially for large-size problems. The algorithm parameters were calibrated using the design of experiments and ten instances based on the characteristics of the area under study. The obtained results provide (1) the location of the level crossings and (2) the route pedestrians should follow for each origin-destination pair based on the facilities adjacent to the rail lines. A sensitivity analysis was performed using the ten instances to determine how the location of the level crossings changes with modifications in the facilities' location. Results showed that the model provides alternative solutions according to the problem's size. This study delivers a methodology for practitioners and stakeholders of transportation systems.

由于潜在的人员伤亡和物质损失,行人通行平交道口的选址是一个安全问题。由于铁路系统的特点和行人的不安全行为,这一问题已成为城市和工业环境中的一个令人担忧的问题。研究表明,心理和基础设施因素会影响行人在穿越铁路线时的决策。其中一个因素是便利性,它导致行人在最近的地点穿越铁路。然而,迄今为止的调查只研究了位置对撞车风险和严重程度以及行人违规行为的影响。目前的研究是准实验性的,也就是说,还没有开发出优化工具来确定行人应遵循哪个过街点。因此,本研究开发了一个数学模型,用于确定铁路平交道口的位置,以最大限度地减少总加权步行距离。研究提出了一种遗传算法来解决该模型,尤其是大型问题。根据研究区域的特点,利用实验设计和十个实例对算法参数进行了校准。得到的结果提供了:(1) 平交路口的位置;(2) 根据铁路线附近的设施,行人在每个起点和终点之间应遵循的路线。利用十个实例进行了敏感性分析,以确定平交道口的位置如何随设施位置的变化而变化。结果表明,该模型可根据问题的大小提供替代解决方案。这项研究为交通系统的从业人员和利益相关者提供了一种方法。
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引用次数: 0
Prevalence of and intent behind motorcyclists' violations at railway crossings in Indonesia: Modeling behavior and learning lessons from a developing country 印度尼西亚摩托车手在铁路道口违规的普遍性及其背后的意图:发展中国家的行为模式与经验教训
IF 3.2 Q1 Social Sciences Pub Date : 2024-01-22 DOI: 10.1016/j.iatssr.2024.01.002
Santi Velantia, Ari Widyanti, Titah Yudhistira

Objective

Indonesia experiences a high number of motorcycle accidents at railway crossings (RLXs). The purpose of this study is to observe motorcyclists' behavior and intent to cross the railway in a dangerous or illegal way and the factors influencing these decisions.

Method

Two hundred and fifty-nine people (mean age = 24.2 years, SD = 7.2 years, 146 males, 113 females) voluntarily participated in this study by filling in an online questionnaire. This questionnaire gathered demographic data and used constructs adapted from the extended Theory of Planned Behavior, asking respondents about their behavior at RLXs when the barrier is open, when it is half closed and when it is fully closed. A five-point Likert scale was used to measure the response of the questionnaire. Data were analyzed using descriptive analysis for demographic data, inferential statistics, and structural equation modeling (SEM) for the construct items of the model. Field observation was also conducted to measure the violation rate at RLXs at both busy and non-busy times, which were then compared.

Result

The results show that factors influencing RLX violation based on the extended Theory of Planned Behavior model are attitude, past behavior, and traffic environments. Demographic factors, occupation, RLX characteristics, and crossing frequency were related to self-reported violations and intentions to violate. Based on our observations and questionnaire, it was found that when accident risk was higher, the observed violation rate decreased significantly, as did intention to violate and previous risky crossing behavior.

Conclusion

violations at railway crossings are influenced by individual and environmental factors as well as perceived risk.

目的印度尼西亚在铁路道口(RLX)发生了大量摩托车事故。本研究旨在观察摩托车驾驶员以危险或非法方式穿越铁路的行为和意图,以及影响这些决定的因素。方法259 人(平均年龄 = 24.2 岁,SD = 7.2 岁,男性 146 人,女性 113 人)通过填写在线问卷自愿参与了本研究。该问卷收集了人口统计学数据,并使用了从扩展的计划行为理论中改编的结构,询问受访者在隔离栏打开、半关闭和完全关闭时的行为。问卷采用李克特五点量表进行测量。数据分析采用了人口统计学数据的描述性分析、推理统计和结构方程模型(SEM)来分析模型的构造项。结果表明,根据扩展的计划行为理论模型,影响违反 RLX 的因素包括态度、以往行为和交通环境。人口统计因素、职业、RLX 特征和穿越频率与自我报告的违规行为和违规意图有关。根据我们的观察和问卷调查发现,当事故风险较高时,观察到的违规率会显著下降,违规意图和以往的危险道口行为也会显著下降。
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引用次数: 0
Capacity drop at the bus stop on multilane divided urban roads under mixed traffic conditions 混合交通条件下多线分隔城市道路公交车站的容量下降
IF 3.2 Q1 Social Sciences Pub Date : 2024-01-11 DOI: 10.1016/j.iatssr.2023.12.005
Sruthi Sekhar Pallela, Arpan Mehar

Time headway characteristics are of great importance for planning and design of roadway. The present study determines time headway distribution pattern of vehicular stream at various urban roads and evaluate drop in capacity of roadway section having curb-side bus stops. Field data for present study was collected at 8 different locations on four-lane and six-lane divided sections in the cities of Warangal and Hyderabad in India. The mean time headway of heterogeneous vehicles fitted to various headway distributions for estimating capacity of road section. The factors affecting the capacity have been identified as bus frequency, dwell time, and the average roadway width lost. Percentage reduction in capacity (PRC) is determined to develop regression model. Further, speed-flow diagrams were developed using field observed traffic flow data for determining parameters free-speed, critical speed, and roadway capacity on selected section. After comparing capacity values obtained from two methods, the study determined avg. time headway of vehicular stream under the traffic flow at capacity and free flow conditions. The study also finds capacity value of bus stop section using methodology provided in Indo-HCM (2017). The PRC values estimated based on Indo-HCM guidelines are found to be significantly higher than those estimated by the proposed PRC model. It is due to the Indo-HCM guideline considering only one parameter i.e. bus frequency. The study finds, in addition to bus frequency the dwell time, roadway width lost, and presence of an extra lane also influences the drop in capacity of bus stop section on multilane divided urban roads.

时间车流特征对于道路的规划和设计非常重要。本研究确定了不同城市道路的车流时间分配模式,并评估了设有路边公交站点的路段的通行能力下降情况。本研究在印度瓦兰加尔市和海德拉巴市的 8 个不同地点收集了四车道和六车道分隔路段的实地数据。异质车辆的平均时间车距与各种车距分布相匹配,用于估算路段的通行能力。影响通行能力的因素包括公交车频率、停留时间和平均路面宽度损失。通过确定通行能力降低百分比(PRC)来建立回归模型。此外,还利用实地观察到的交通流量数据绘制了速度-流量图,以确定选定路段的自由速度、临界速度和道路通行能力参数。在比较了两种方法得出的通行能力值后,研究确定了在通行能力和自由流条件下交通流的平均车流时间。研究还采用 Indo-HCM (2017) 中提供的方法确定了公交车站路段的通行能力值。根据 Indo-HCM 指南估算的通行能力值明显高于拟议通行能力模型的估算值。这是因为 Indo-HCM 指南只考虑了一个参数,即巴士频率。研究发现,除公交车频率外,停留时间、路面宽度损失和额外车道的存在也会影响多车道分隔城市道路上公交车站路段的通行能力下降。
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引用次数: 0
Developing rear-end and side-swipe conflict prediction models for urban signalized intersections under disordered traffic conditions 开发无序交通条件下城市信号灯交叉口追尾和侧擦冲突预测模型
IF 3.2 Q1 Social Sciences Pub Date : 2023-12-21 DOI: 10.1016/j.iatssr.2023.12.004
A. Shahana , Perumal Vedagiri

A Traffic Conflict Technique is a proactive approach that identifies observable critical vehicle interactions (conflict) that could have led to a crash. This paper develops conflict-based safety performance functions (SPFs) to predict the number of traffic conflicts at the signal cycle level in mixed traffic conditions with poor lane discipline (disordered traffic conditions). 9586 vehicle trajectories were extracted from traffic video data collected from 4 signalized intersections in India. Critically interacting vehicle pairs were estimated using Time to Collision (TTC). The conventional surrogate measure is modified into a 2-dimensional surrogate approach which captures the conflicts by incorporating the vehicle dimension, heading direction, position, speed, and acceleration in the longitudinal and lateral direction between vehicles. Rear-end and side-swipe conflicts are identified at varying threshold values to incorporate severity. Rear-end conflict SPFs show that higher conflict occurrence is expected during signal cycles with more traffic volume, higher vehicle arrival speed, more right-turning traffic, and a lower platoon ratio. At severe threshold (TTC ≤ 1 s), one 1 m/s increase in speed of vehicle increases the expected number of rear-end conflicts by 6%. Furthermore, SPFs show that severe side-swipe conflicts are expected during signal cycles with more lane-changing maneuvers and right-turning vehicles. For TTC ≤ 1 s, one unit increase in the number of lane changes would increase the expected number of sides-wipe conflicts by 7.9%. The finding of this study can be most beneficially used for arriving at policy measures and improving the safety of signalized intersections in disordered traffic conditions.

交通冲突技术是一种前瞻性方法,可识别可能导致撞车的可观察到的关键车辆相互作用(冲突)。本文开发了基于冲突的安全性能函数 (SPF),用于预测在车道规则不佳的混合交通条件下(无序交通条件)信号周期级别的交通冲突数量。从印度 4 个信号灯路口收集的交通视频数据中提取了 9586 个车辆轨迹。使用碰撞时间(TTC)估算了关键交互车辆对。传统的代用措施被修改为二维代用方法,该方法通过纳入车辆尺寸、方向、位置、速度以及车辆间纵向和横向的加速度来捕捉冲突。根据不同的阈值来确定追尾和侧擦冲突的严重程度。后端冲突 SPF 显示,在交通流量较大、车辆到达速度较高、右转车流较多且排比较低的信号周期内,预计冲突发生率较高。在严重阈值(TTC ≤ 1 秒)下,车速每增加 1 米/秒,预计追尾冲突次数就会增加 6%。此外,SPF 显示,在有更多变道操作和右转车辆的信号周期内,预计会发生严重的侧擦冲突。在 TTC ≤ 1 秒的情况下,变道次数每增加一个单位,侧擦冲突的预期次数就会增加 7.9%。本研究的结果可用于制定政策措施和提高无序交通条件下信号交叉口的安全性,具有极大的益处。
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引用次数: 0
Risk assessment of pedestrian red-light violation behavior using surrogate safety measures: Influence of human, road, vehicle, and environmental factors 基于替代安全措施的行人红灯违规行为风险评估:人、路、车、环境因素的影响
IF 3.2 Q1 Social Sciences Pub Date : 2023-12-01 DOI: 10.1016/j.iatssr.2023.11.003
Abbas Sheykhfard , Farshidreza Haghighi , Shahrbanoo Kavianpour , Subasish Das , Parsa Soleyman Farahani , Grigorios Fountas

Pedestrian red-light violation is one of the crucial causes of pedestrian crashes at urban intersections, which cause considerable injuries and casualties to this vulnerable road group of road users. The objective of this study is to evaluate the risk of pedestrian-vehicle collisions by clustering the pedestrians' red-light violations using surrogate safety measures. The present study utilized surveillance camera footage to collect data on pedestrians' red-light violations at two urban intersections in Babol City. Based on critical thresholds of post-encroachment time (PET), Time to Collision (TTC), and Gap Time (GT), three different risk levels of red-light violations were identified through the use of a K-means algorithm. Moreover, structural equation models were developed for each of the risk levels considering variables that are associated with four major components: human, environment, road, and vehicle. Lastly, policy insights into amending pedestrian behavior and promoting traffic safety culture were proposed, with an overarching emphasis on the human factor, due to its identified greater influence on the propensity for red-light violations.

行人闯红灯是造成城市十字路口行人交通事故的重要原因之一,对道路使用者这一弱势道路群体造成了相当大的伤害和伤亡。本研究的目的是利用替代安全措施对行人的红灯违规行为进行聚类,以评估行人与车辆碰撞的风险。本研究利用监控录像来收集巴博勒市两个城市十字路口行人违反红灯的数据。基于入侵后时间(PET)、碰撞时间(TTC)和间隙时间(GT)的临界阈值,利用K-means算法识别出三种不同的红灯违规风险等级。此外,考虑到与四个主要组成部分相关的变量:人、环境、道路和车辆,为每个风险级别开发了结构方程模型。最后,提出了改变行人行为和促进交通安全文化的政策见解,并强调了人为因素,因为人为因素对红灯违规倾向的影响更大。
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引用次数: 0
Receptiveness angle: A new surrogate safety measure for monitoring traffic safety 接受角度:监测交通安全的新替代安全措施
IF 3.2 Q1 Social Sciences Pub Date : 2023-12-01 DOI: 10.1016/j.iatssr.2023.11.004
Narayana Raju , Shriniwas Arkatkar , Said Easa

This paper presents a framework for monitoring highway traffic-stream measures using quality trajectory data of mixed (heterogeneous) traffic. The framework includes a new measure that reflects the attentiveness of the follower driver, called receptiveness angle, in the vehicle-following process. This measure is integrated with the traditional measures (distance gap between the leader and follower vehicles and their speeds) to model the probabilistic rear-end collision interactions between the two vehicles. To verify the proposed framework, two road sections in India with mixed traffic conditions, located along the same road, were used. One section has no construction activity (base section) and the other has construction activity. The verification consisted of two tasks. First, to trace the movements of the vehicles, trajectory data over the study sections were developed for three traffic-flow levels, where two flow levels between the two sections were comparable. Second, the trajectory data were used to verify the proposed framework which was evaluated for the traffic streams of the two sections at the three traffic-flow levels. The results showed that smaller vehicles in the traffic stream exhibited a higher receptiveness angle (paid less attention) compared to other vehicle classes. Interestingly, the study revealed variations in safety among the three traffic-flow levels. It was observed that the traffic stream was safer at stop-and-go conditions than at other flow conditions. Furthermore, due to the pre-cautioning measures for the construction section, vehicles in this section were more attentive than those in the base section.

本文提出了一个利用混合(异构)交通的高质量轨迹数据来监控高速公路交通流测量的框架。该框架包括一种新的测量方法,可反映跟车驾驶员在跟车过程中的注意力,称为 "接受角"。这种测量方法与传统测量方法(前车和后车之间的距离差距及其速度)相结合,对两辆车之间的可能追尾碰撞相互作用进行建模。为了验证所提出的框架,我们使用了印度的两个混合交通路段,它们位于同一条道路上。其中一个路段没有施工活动(基本路段),另一个路段有施工活动。验证包括两项任务。首先,为了追踪车辆的运动轨迹,在三个交通流量水平下开发了研究路段的轨迹数据,其中两个路段之间的两个流量水平具有可比性。其次,使用轨迹数据来验证所提出的框架,该框架针对三个交通流量水平下两个路段的交通流进行了评估。结果显示,与其他车辆类别相比,交通流中的小型车辆表现出更高的接受角(关注度较低)。有趣的是,研究还发现了三个交通流量等级在安全方面的差异。据观察,在走走停停的条件下,车流比其他车流条件下更安全。此外,由于施工路段采取了预先警示措施,该路段的车辆比基本路段的车辆更加注意安全。
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