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Influences of Mixed Traffic Flow and Time Pressure on Mistake-Prone Driving Behaviors among Bus Drivers
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作者 Vu Van-Huy Hisashi Kubota 《Journal of Transportation Technologies》 2023年第3期389-410,共22页
Bus safety is a matter of great importance in many developing countries, with driving behaviors among bus drivers identified as a primary factor contributing to accidents. This concern is particularly amplified in mix... Bus safety is a matter of great importance in many developing countries, with driving behaviors among bus drivers identified as a primary factor contributing to accidents. This concern is particularly amplified in mixed traffic flow (MTF) environments with time pressure (TP). However, there is a lack of sufficient research exploring the relationships among these factors. This study consists of two papers that aim to investigate the impact of MTF environments with TP on the driving behaviors of bus drivers. While the first paper focuses on violated driving behaviors, this particular paper delves into mistake-prone driving behaviors (MDB). To collect data on MDB, as well as perceptions of MTF and TP, a questionnaire survey was implemented among bus drivers. Factor analyses were employed to create new measurements for validating MDB in MTF environments. The study utilized partial correlation and linear regression analyses with the Bayesian Model Averaging (BMA) method to explore the relationships between MDB and MTF/TP. The results revealed a modified scale for MDB. Two MTF factors and two TP factors were found to be significantly associated with MDB. A high presence of motorcycles and dangerous interactions among vehicles were not found to be associated with MDB among bus drivers. However, bus drivers who perceived motorcyclists as aggressive, considered road users’ traffic habits as unsafe, and perceived bus routes’ punctuality and organization as very strict were more likely to exhibit MDB. Moreover, the results from the three MDB predictive models demonstrated a positive impact of bus route organization on MDB among bus drivers. The study also examined various relationships between the socio-demographic characteristics of bus drivers and MDB. These findings are of practical significance in developing interventions aimed at reducing MDB among bus drivers operating in MTF environments with TP. 展开更多
关键词 bus Safety Mistake-Prone Driving behavior Mixed Traffic Time Pressure Factor Analyses Bayesian Model Averaging
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Factors Influence Hanoians’ Choice of Non-Motorized Transport Mode to Access Bus Stations
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作者 Ngo Trung Phuong Masahiko Kikuchi +1 位作者 Aya Kojima Hisashi Kubota 《Journal of Transportation Technologies》 2024年第3期372-389,共18页
Hanoi’s rapid urbanization has led to a surge in private vehicle ownership, particularly motorcycles, amidst inadequate public transportation infrastructure. Despite government efforts, many still prefer motorized tr... Hanoi’s rapid urbanization has led to a surge in private vehicle ownership, particularly motorcycles, amidst inadequate public transportation infrastructure. Despite government efforts, many still prefer motorized transport, citing mobility and safety concerns, exacerbated by insufficient pedestrian infrastructure. This study examines the motivations behind this reliance on motorized vehicles, particularly motorcycles, in Hanoi. Findings reveal safety and convenience as primary factors driving motorized transport use, especially for accessing bus stations. Economic incentives could promote non-motorized travel and public transport adoption. Policy implications highlight the importance of addressing economic factors and improving access infrastructure to manage motorized vehicle reliance and foster sustainable urban mobility in Hanoi. 展开更多
关键词 Access Mode Choice Non-Motorized Vehicles Motorized Vehicles bus User Urban Transport behavior
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公交驾驶员违规类型同交通事故间的关联分析 被引量:7
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作者 朱彤 秦丹 +2 位作者 董傲然 杜雨萌 魏雯 《交通运输系统工程与信息》 EI CSCD 北大核心 2022年第2期322-329,共8页
公交车驾驶员违规行为是引起交通事故的重要原因之一,以往文献在研究驾驶员违规行为与事故频率之间的关系时,未能深入探究违规行为类型差异及其异质性。为了进一步揭示不同违规行为的差异化影响并为行为管控措施提供依据,利用某市2019—... 公交车驾驶员违规行为是引起交通事故的重要原因之一,以往文献在研究驾驶员违规行为与事故频率之间的关系时,未能深入探究违规行为类型差异及其异质性。为了进一步揭示不同违规行为的差异化影响并为行为管控措施提供依据,利用某市2019—2020年4532起公交违规及事故数据,将驾驶员事故频率作为研究对象,将17类违规行为及人口统计学因素作为解释变量,综合考虑数据特征及异质性分析需求,构建考虑均值与方差异质性的随机参数零膨胀泊松模型。模型分析结果表明:不同类型的违规行为对于驾驶员事故频率影响存在明显区别,当驾驶员同时存在若干特定违规行为时,事故频率明显高于其他驾驶员。具体包括:未走公交专用道等行为次数越多,则该驾驶员事故频率越高;未系安全带、未礼让斑马线次数和及时更换失效驾照等行为的影响具有随机特征,其作用效果具有随机波动的属性;未礼让斑马线行为影响参数的均值和方差受到其他变量的影响,即当驾驶员未礼让斑马线次数和越线行驶次数均较多时,期望事故率愈高。 展开更多
关键词 城市交通 驾驶员事故频率 公交车驾驶员违规行为 随机参数零膨胀泊松模型 均值和方差异质性
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卡口车辆驾驶人人脸识别系统设计与实践
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作者 张森 张慧辰 尤冬海 《道路交通科学技术》 2020年第3期32-35,共4页
当前人脸识别技术取得较大进展,在公共安全领域已有广泛的应用,但在道路交通安全领域的应用较少。本文分析了驾驶人违法行为对人脸识别技术的需求,结合人脸识别技术现状,论证了卡口车辆驾驶人人脸识别系统技术路线,详细介绍了卡口车辆... 当前人脸识别技术取得较大进展,在公共安全领域已有广泛的应用,但在道路交通安全领域的应用较少。本文分析了驾驶人违法行为对人脸识别技术的需求,结合人脸识别技术现状,论证了卡口车辆驾驶人人脸识别系统技术路线,详细介绍了卡口车辆驾驶人人脸识别系统的总体架构和功能模块设计。最后,通过介绍和总结试点应用情况,验证了系统建设的可行性和必要性。 展开更多
关键词 人脸识别 卡口监测系统 驾驶人违法分析
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Passenger emergency evacuation from bus carriage:Results from realistic data and modeling simulations
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作者 Hai-Hong Xu Ren-Yong Guo 《Journal of Management Science and Engineering》 2022年第4期530-549,共20页
One of critical challenges in the development of pedestrian models is the lack of relevant data under emergency conditions.In this paper,we reveal several behavior characteristics of passenger emergency evacuation fro... One of critical challenges in the development of pedestrian models is the lack of relevant data under emergency conditions.In this paper,we reveal several behavior characteristics of passenger emergency evacuation from a burning bus carriage,by observing and analyzing a video recording,attempting to close the gap between practical observation and theoretical modeling.The analysis results show that there are considerable differences between real emergency evacuation and experimental normal evacuation with respect to the cumulative flows,flows,and time gap distributions.Additionally,the behavior of falling-down,which contributes to the formation of movable obstacles,interrupts the continuity of the evacuation process.Then,we incorporate these behavioral characteristics into a microscopic pedestrian model with a fine lattice space representation.The simulation results indicate that the escape is slowed down by the falling behavior,as well as by the luggage-carrying behavior. 展开更多
关键词 Emergency evacuation bus passenger Egress behavior Movable obstacle Microscopic pedestrian model
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