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Revolutionizing commutes: Unraveling the factors shaping Chinese consumers' acceptance of shared autonomous vehicles (SAVs) with an integrated UTAUT2 model 通勤方式的变革:利用UTAUT2综合模型揭示影响中国消费者接受共享自动驾驶汽车(SAVs)的因素
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-10-15 DOI: 10.1016/j.rtbm.2024.101224
Wenchao Cao , Yanyan Chen , Ke Wang
This study aims to systematically investigate the key factors influencing the acceptance and usage intentions of potential users towards Shared autonomous vehicles (SAVs). To achieve this, we employ an integrated and extended Unified Theory of Acceptance and Use of Technology (UTAUT2) framework to comprehensively elucidate the factors influencing the intention to use SAVs. We collected 435 survey responses from people residing in China, and structural equation modeling was utilized to confirm the theoretical model. According to the results, factors such as effort expectancy, social influence, hedonic motivation, and facilitating conditions have significant positive effects on the behavioral intention of SAVs, while perceived risk exhibits a significant negative impact. Furthermore, demographic variables (such as age, education level, and occupation) exert significant moderating effects on the model. This study expands the understanding of users' intentions in the context of SAVs, providing valuable insights for a more comprehensive understanding of the public's willingness to accept SAVs.
本研究旨在系统研究影响潜在用户对共享自动驾驶汽车(SAV)的接受和使用意愿的关键因素。为此,我们采用了一个整合和扩展的技术接受和使用统一理论(UTAUT2)框架,以全面阐明影响共享自动驾驶汽车使用意向的因素。我们收集了 435 份来自中国居民的调查问卷,并利用结构方程模型确认了理论模型。结果显示,努力期望、社会影响、享乐动机和便利条件等因素对SAV的行为意向有显著的正向影响,而感知风险则表现出显著的负向影响。此外,人口统计学变量(如年龄、教育水平和职业)对模型有显著的调节作用。本研究拓展了对SAV背景下用户意图的理解,为更全面地了解公众接受SAV的意愿提供了有价值的见解。
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引用次数: 0
Forecasting the costs of battery electric buses: A system dynamics model perspective 预测电池电动公交车的成本:系统动力学模型视角
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-10-14 DOI: 10.1016/j.rtbm.2024.101223
Alyson L.P. Rodrigues , Peter Wells , Liana Cipcigan , Sônia Regina da Cal Seixas
The high investment costs of battery electric buses (BEBs), influenced directly by battery and infrastructure costs, pose a challenge that limits their large-scale adoption. Therefore, the success of this socio-technical transition requires economic feasibility analyses to identify the optimum adoption pathway. This study presents a system dynamics model (SDM) covering adoption scenarios from 2023 to 2030. The development of the model was established through interdisciplinary workshops conducted with local researchers from Brazil for collaborative conceptualization and modeling. We provide details of the costs involved, considering purchase, operation, maintenance, and infrastructure costs. Dynamic simulations show the estimated Total Cost of Ownership (TCO) for overnight and opportunity charging over the years, allowing a better understanding of the trade-off between large and small batteries for purchasing decisions and selecting charging infrastructure to reduce total costs. Our results indicate potential transport management concerning long-term cost planning associated with various battery sizes and charging strategies.
电池电动公交车(BEBs)的投资成本高昂,直接受到电池和基础设施成本的影响,是限制其大规模应用的一个挑战。因此,这一社会技术转型的成功需要经济可行性分析,以确定最佳的采用途径。本研究提出了一个系统动力学模型(SDM),涵盖了 2023 年至 2030 年的采用情景。该模型的开发是通过与巴西当地研究人员开展跨学科研讨会,共同构思和建模而完成的。我们提供了所涉及成本的详细信息,包括购买、运行、维护和基础设施成本。动态模拟显示了多年来隔夜充电和机会充电的总拥有成本(TCO)估算,使人们能够更好地理解大型和小型电池之间的权衡,从而做出购买决策和选择充电基础设施,降低总成本。我们的研究结果表明了与各种电池尺寸和充电策略相关的长期成本规划方面的潜在运输管理。
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引用次数: 0
High-speed rail operation network and urban economic development in western China: A spatial difference-in-differences approach 中国西部高速铁路运营网络与城市经济发展:空间差分法
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-10-08 DOI: 10.1016/j.rtbm.2024.101222
Ying Lu, Wenhui Yu, Shuyue Yao
The implementation of large-scale, interconnected High-Speed Rail (HSR) projects is shifting westwards in China, raising significant concerns among governments and planners about their impact on the economic development of less developed inland cities. This study, which is based on data from western inland China from 2009 to 2021, constructs an HSR operation network (HSRON) to analyse the impact of city nodes' HSR network importance (HSRI) on urban economic development via a network analysis and continuous spatial difference-in-differences (SDID) model. The research findings indicate that (1) the HSRON in the western area has a multicentric structure with provincial capitals serving as mediator nodes; (2) the HSRON has considerable positive and spatial spillover effects on urban economies; (3) the mechanism testing identifies population agglomeration, technological innovation, and the industrial structure as the three primary channels through which the HSRON exerts its influence; and (4) heterogeneity analysis reveals that the economic benefits are more pronounced in large cities with populations exceeding 5 million, resource-based cities, and cities within a 200 km radius of central cities.
中国大规模互联互通高铁(HSR)项目的实施正在向西部转移,这引起了政府和规划者对其对欠发达内陆城市经济发展影响的极大关注。本研究基于 2009 年至 2021 年中国西部内陆城市的数据,构建了高铁运营网络(HSRON),通过网络分析和连续空间差分(SDID)模型,分析城市节点的高铁网络重要性(HSRI)对城市经济发展的影响。研究结果表明:(1) 西部地区的高铁网络具有以省会城市为中介节点的多中心结构;(2) 西部地区的高铁网络对城市经济具有显著的正向空间溢出效应;(3)通过机制检验发现,人口集聚、技术创新和产业结构是高铁影响的三个主要渠道;(4)异质性分析表明,在人口超过 500 万的大城市、资源型城市和中心城市 200 公里半径范围内的城市,高铁的经济效益更为显著。
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引用次数: 0
Exploring industry acceptance of maritime autonomous surface ships: A grounded theory approach 探索业界对海上自主水面舰艇的接受程度:基础理论方法
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-10-07 DOI: 10.1016/j.rtbm.2024.101221
Li Yiteng, Zhu Ling
In recent years, the development of Maritime Autonomous Surface Ships (MASS) has gained unprecedented momentum. However, little attention has been paid to acquiring a comprehensive understanding of the shipping industry's attitude and perceptions toward accepting and commercializing them. This study aims to fill this research gap by developing a substantive theoretical framework to analyze and understand the industry's acceptance of MASS. Utilizing the classic grounded theory method, we conducted semi-structured interviews with senior or top managers in the shipping industry. Our proposed theoretical framework integrates two main categories and eight core categories, collectively encompassing 21 distinct factors influencing the adoption of MASS. By revealing the complex interactions between these factors, the framework offers significant policy implications and practical strategies for stakeholders. This study provides valuable insights into the factors that influence the industry's decision to adopt and operate MASS, enhancing the understanding of technology acceptance in the shipping industry.
近年来,海上自主水面舰艇(MASS)的发展势头空前。然而,人们很少注意全面了解航运业对接受和商业化自主水面舰艇的态度和看法。本研究旨在通过建立一个实质性的理论框架来分析和理解航运业对 MASS 的接受程度,从而填补这一研究空白。利用经典的基础理论方法,我们对航运业的高级或高层管理人员进行了半结构化访谈。我们提出的理论框架整合了两个主要类别和八个核心类别,共包含 21 个影响采用 MASS 的不同因素。通过揭示这些因素之间复杂的相互作用,该框架为利益相关者提供了重要的政策影响和实用策略。本研究对影响航运业决定采用和运营 MASS 的因素提供了有价值的见解,加深了人们对航运业技术接受程度的理解。
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引用次数: 0
Subway systems and tourism: An overview and implications 地铁系统与旅游业:概述及影响
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-26 DOI: 10.1016/j.rtbm.2024.101205
Jianqiang Cui , John D. Nelson , Mark Beecroft , Dong Lin
Subway systems have long been a principal form of urban public transport. Subway systems affect urban development in many aspects such as land use, travel behaviour, and service industries including tourism. Tourism nowadays makes a significant contribution to economic success and yields social benefits for cities and countries. Transport can have a considerable impact on tourists' experiences at destinations. In many cities, tourists comprise a considerable proportion of public transport users, especially during holiday periods, and subways, as a speedy, convenient, accessible, affordable, and comfortable travel choice, are used by many tourists. With an increasing number of cities with subway development (existing and planned), growing numbers of domestic and international tourist trips, and global interests in growing the tourism industry, it is time to investigate the relationship between subways and tourism to identify their contribution to tourism at destinations. This international overview explores tourism facilities and subway stations and networks, tourism-related architecture and design of subway stations, subway-related travel behaviour and perceptions of tourists, and subways and sustainable tourism. It confirms the close spatial relationship between subways and tourism facilities, the subway station's role as a new heritage frontier, the subway as the preferred transport mode of many tourists, and the opportunities and challenges that subways present to sustainable tourism. This overview is significant in that it bridges subway systems and tourism in a comprehensive way. It provides important implications for subway-related transport policies and practices, as well as suggestions for future research.
长期以来,地铁系统一直是城市公共交通的主要形式。地铁系统在许多方面影响着城市的发展,如土地使用、旅行行为和包括旅游业在内的服务业。如今,旅游业为城市和国家的经济成就做出了重大贡献,并产生了社会效益。交通对游客在旅游目的地的体验有相当大的影响。在许多城市,游客在公共交通用户中占有相当大的比例,尤其是在节假日期间,地铁作为一种快捷、方便、无障碍、经济实惠且舒适的出行方式,受到许多游客的青睐。随着越来越多的城市开发地铁(现有的和规划中的),国内和国际游客数量不断增长,以及全球对旅游业发展的关注,现在是研究地铁与旅游业之间关系的时候了,以确定地铁对旅游目的地旅游业的贡献。本国际综述探讨了旅游设施与地铁站和地铁网络、与旅游相关的地铁站建筑和设计、与地铁相关的旅游行为和游客认知,以及地铁与可持续旅游业。综述确认了地铁与旅游设施之间密切的空间关系、地铁站作为新遗产前沿的作用、地铁作为许多游客首选的交通方式,以及地铁为可持续旅游业带来的机遇和挑战。这一概述的重要意义在于,它以一种全面的方式将地铁系统与旅游业联系在一起。它为与地铁相关的交通政策和实践提供了重要启示,并为未来研究提出了建议。
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引用次数: 0
Factors affecting public support for the development of urban consolidation center: The case of hanoi city, Vietnam 影响公众支持城市综合中心发展的因素:越南河内市案例
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-26 DOI: 10.1016/j.rtbm.2024.101220
Nguyen Thi Binh, Trinh Thi Thu Huong
Urban consolidation centres (UCCs) have become an integral part of the city logistics system. This study aims to identify factors influencing public support for the implementation of UCC in Hanoi City, Vietnam. In essence, the authors assess whether UCC are perceived as essential elements contributing to the sustainable development of the city logistics system of Hanoi. To accomplish such objectives, the study employed a data sample from an extensive empirical survey, including142 representatives from freight transport companies and logistics services providers, traffic management authorities, and research institutions in transportation and logistics fields. The key findings indicate that anticipated positive effects on transport organization significantly enhance public support for the development of UCC in Hanoi. However, the study suggests that concerns regarding the impact of UCCs on urban road safety do not appear to significantly influence public support. Interestingly, the study also reveals that barriers to UCC implementation have minimal influence on public support for UCC development. In summary, this study represents an initial step towards establishing a decision support system for city logistics measures, with a specific focus on the UCC initiative in Vietnam.
城市物流中心(UCC)已成为城市物流系统不可或缺的一部分。本研究旨在确定影响公众支持在越南河内市实施 UCC 的因素。从本质上讲,作者评估了 UCC 是否被视为有助于河内市城市物流系统可持续发展的基本要素。为实现上述目标,研究采用了广泛的实证调查数据样本,包括来自货运公司和物流服务提供商、交通管理部门以及运输和物流领域研究机构的 142 名代表。主要研究结果表明,预期对运输组织产生的积极影响极大地增强了公众对河内 UCC 发展的支持。然而,研究表明,公众对 UCC 对城市道路安全影响的担忧似乎并未对公众支持产生重大影响。有趣的是,研究还显示,实施 UCC 的障碍对公众支持 UCC 发展的影响微乎其微。总之,本研究是建立城市物流措施决策支持系统的第一步,重点关注越南的 UCC 计划。
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引用次数: 0
Using coopetition to increase asset utilization and market coverage of dry ports 利用合作竞争提高陆港的资产利用率和市场覆盖率
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-24 DOI: 10.1016/j.rtbm.2024.101219
Alena Khaslavskaya , Jason Monios , Violeta Roso
Successful dry port operation requires a collaborative effort among the various stakeholders, including seaport authorities and seaport terminal operators, dry port operators, transport providers and shippers. Although these stakeholders operate independently and pursue their own objectives, collectively their activities can influence the overall network. The purpose of this research is to explore how such stakeholder activities affect the network, particularly through the lens of coopetition, which is an overlooked type of cooperation in the research on dry ports. Coopetition is a process whereby stakeholders collaborate horizontally with competitors in order to increase opportunities for all. The research in this paper is based on a case study methodology and identifies six coopetition activities which together address two objectives: improving resource utilization and navigating market dynamics. Resource utilization is improved by obtaining economies of scale and allowing short-term planning by rail asset sharing, as well as reducing costs by balancing flows and optimising empty container logistics. The overall market dynamics are improved by increasing awareness through joint marketing and lobbying, increasing volume in the network and system flexibility by optimising train schedules, and increasing capacity and quality of railway infrastructure via joint lobbying for infrastructure investment. Rail operators were found to be the stakeholder group most active in coopetition, while shippers faced internal management barriers to working with competitors.
成功的陆港运营需要各相关方的共同努力,包括海港当局和海港码头运营商、陆港运营商、运输提供商和托运人。虽然这些利益相关者独立运作并追求各自的目标,但他们的集体活动会影响整个网络。本研究的目的是探讨这些利益相关者的活动是如何影响网络的,尤其是通过合作竞争的视角,而合作竞争是陆港研究中被忽视的一种合作类型。合作竞争是利益相关者与竞争对手进行横向合作以增加各方机会的过程。本文的研究以案例研究方法为基础,确定了六种合作竞争活动,它们共同实现了两个目标:提高资源利用率和驾驭市场动态。通过铁路资产共享获得规模经济效益并进行短期规划,以及通过平衡流量和优化空箱物流降低成本,从而提高资源利用率。通过联合营销和游说来提高知名度,通过优化列车时刻表来增加铁路网的运量和系统灵活性,以及通过联合游说促进基础设施投资来提高铁路基础设施的能力和质量,从而改善整体市场动态。研究发现,铁路运营商是最积极开展合作竞争的利益相关者群体,而托运人在与竞争对手合作时则面临内部管理障碍。
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引用次数: 0
Social acceptability of shared autonomous vehicles. From avoiders to innovators in Hannover (Germany) 共享自动驾驶汽车的社会接受度。汉诺威(德国)从规避者到创新者
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-23 DOI: 10.1016/j.rtbm.2024.101195
Leen De Paepe , Frank Witlox
Shared autonomous vehicles (SAVs) can facilitate socially sustainable transport. Pilot projects with SAVs are steadily increasing, but it remains unclear which individuals accept SAVs and why. This research investigates the ‘social acceptability’ of SAVs through an online survey that accompanied an automated shuttle pilot on a university campus in Hannover, Germany (September–November 2022). A total of 140 respondents completed all the 41 social acceptability statements, which were evaluated using an exploratory factor analysis to identify five factors defining social acceptability: ‘social acceptability’, ‘effort expectancy’, ‘self-efficacy’, ‘safety expectancy’, and ‘performance expectancy’. A subsequent cluster analysis based on these factors suggests four social acceptability groups: ‘avoiders’, ‘resisters’, ‘self-doubters’, and ‘innovators’, though generally there is a high social acceptability towards SAVs. Significant differences between groups based on gender are identified, but not based on age, residential area, education, work, or income. By identifying the factors contributing to social acceptability and distinguishing how different groups might react to SAVs, a better understanding of social acceptability is obtained that will help prepare authorities and providers for the arrival and implementation of SAVs.
共享自动驾驶汽车(SAVs)可促进社会可持续交通。共享自动驾驶汽车的试点项目正在稳步增加,但目前仍不清楚哪些人接受共享自动驾驶汽车及其原因。本研究通过一项在线调查,对共享自动驾驶汽车的 "社会可接受性 "进行了研究,该调查与德国汉诺威一所大学校园内的自动驾驶班车试点项目(2022 年 9 月至 11 月)同时进行。共有 140 名受访者完成了全部 41 项社会接受度陈述,通过探索性因素分析对这些陈述进行了评估,确定了定义社会接受度的五个因素:"社会接受度"、"努力预期"、"自我效能"、"安全预期 "和 "性能预期"。随后根据这些因素进行的聚类分析显示出四个社会接受度群体:"回避者"、"抵制者"、"自我怀疑者 "和 "创新者",但总体而言,社会对 SAV 的接受度较高。基于性别的群体间差异显著,但基于年龄、居住地区、教育程度、工作或收入的群体间差异不显著。通过确定导致社会接受度的因素并区分不同群体可能对 SAV 做出的反应,可以更好地了解社会接受度,这将有助于当局和供应商为 SAV 的到来和实施做好准备。
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引用次数: 0
A multiscale walkability assessment approach creating walkable streets: A case study of high-density city, Macau 多尺度步行能力评估方法创造步行街:澳门高密度城市案例研究
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-22 DOI: 10.1016/j.rtbm.2024.101217
Lanlan Zhou, Chun-Ming Hsieh
Walkability contributes to public health and urban livability. However, the development of walkability evaluation methods and tools is generally still in the exploratory stage. Therefore, this study explores a new multiscale evaluation method to evaluate the walkability of urban streets. Urban functional facilities and streetscapes were analyzed using geographic information system (GIS) and fully convolutional network (FCN) models. The street-scale walkability framework was categorized into three dimensions, accessibility, comfort, and safety, to discuss the walkability results of different urban locations. The results show that urban functional facilities make Macau spatially different in terms of regional walkability, and demographic and social indicators result in significant social inequalities. By analyzing the streetscape elements, the levels of accessibility, comfort, and safety in the historic urban area of Macau are lower than those of the typical walking circles in the cross-border port residential area and the Old Town.
适宜步行有助于提高公众健康和城市宜居性。然而,步行能力评价方法和工具的开发总体上仍处于探索阶段。因此,本研究探索了一种新的多尺度评价方法来评估城市街道的步行宜居性。研究使用地理信息系统(GIS)和全卷积网络(FCN)模型对城市功能设施和街道景观进行了分析。街道尺度步行性框架分为三个维度,即可达性、舒适性和安全性,以讨论不同城市地点的步行性结果。结果显示,城市功能设施使澳门在区域步行宜居性方面存在空间差异,而人口和社会指标则导致了显著的社会不平等。通过分析街景元素,澳门历史城区的可达性、舒适性和安全性水平低于跨境口岸住宅区和旧城区的典型步行圈。
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引用次数: 0
Social and technological factors influencing consumer satisfaction with electric vehicles: An assimilation-contrast effect perspective 影响消费者对电动汽车满意度的社会和技术因素:同化对比效应视角
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-21 DOI: 10.1016/j.rtbm.2024.101218
Xun Zhu , Ye Ma , Juan Li , Ning Li

Enhancing consumer satisfaction with electric vehicles, a key driver of sustainable transportation, is crucial for their widespread adoption. This study analyzes feedback from 362 early electric vehicle users, examining how the relationship between consumer expectations and actual experiences influences satisfaction through technological trust and “Mianzi” perception. We employ complex assimilation and contrast effect models to interpret the psychological mechanisms underpinning consumer satisfaction with electric vehicles. Our research identifies a significant cognitive chain in both technological trust and “Mianzi” perception, affecting consumer satisfaction. We also differentiate the roles of economic and relational compensation in satisfaction regulation. In technological trust, economic compensation can cause cognitive imbalance, while relational compensation strengthens technological trust by enhancing emotional and competence trust. Regarding “Mianzi” perception, economic compensation may trigger the Veblen effect, hindering early adoption, whereas relational compensation significantly enhances satisfaction by strengthening the emotional bond between users and vehicles. These findings enhance our understanding of the mechanisms driving consumer satisfaction with electric vehicles and offer strategic insights for manufacturers and policymakers. By refining marketing strategies and policy measures, stakeholders can more effectively promote electric vehicle adoption and advance sustainable transportation.

电动汽车是可持续交通的重要推动力,提高消费者对电动汽车的满意度对于电动汽车的广泛应用至关重要。本研究分析了 362 位早期电动汽车用户的反馈,探讨了消费者期望与实际体验之间的关系如何通过技术信任和 "碾子 "感知影响满意度。我们采用复杂的同化和对比效应模型来解释消费者对电动汽车满意度的心理机制。我们的研究发现,在技术信任和 "碾子 "感知中存在一个重要的认知链,影响着消费者的满意度。我们还区分了经济补偿和关系补偿在满意度调节中的作用。在技术信任中,经济补偿会导致认知失衡,而关系补偿则通过增强情感和能力信任来加强技术信任。在 "碾子 "感知方面,经济补偿可能会引发维布伦效应,阻碍早期采用,而关系补偿则通过加强用户与车辆之间的情感纽带来显著提高满意度。这些发现加深了我们对电动汽车消费者满意度驱动机制的理解,并为制造商和政策制定者提供了战略启示。通过完善营销策略和政策措施,利益相关者可以更有效地促进电动汽车的采用,推动可持续交通的发展。
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引用次数: 0
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Research in Transportation Business and Management
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