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Optimizing park and ride location selection using the novel parsimonious full consistency method: Insights from Cuenca, Ecuador 使用新颖的准完全一致法优化公园和游乐场的位置选择:厄瓜多尔昆卡的启示
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-07-27 DOI: 10.1016/j.rtbm.2024.101171

The rapid expansion of the automotive fleet in Latin America, coupled with the excessive utilization of automobiles, has resulted in significant challenges related to traffic congestion and environmental pollution. One of the mechanisms within transportation planning to mitigate excessive car use is utilizing the park and ride (P&R) system. Nevertheless, implementing multimodal hubs as a P&R system in Latin America has been relatively limited despite their prevalence in other global regions as a crucial transportation infrastructure component. Implementing a P&R system requires transportation planners with different types of expertise to study a set of criteria that are ranked in order of importance. To perform these analyses, it is necessary to use multi-criteria methods to understand which criteria are the ultimate important for their location. Our study highlights the gap in the limited implementation of P&R systems, particularly multimodal hubs, in Latin America despite their prevalence in other places such as Europe and the United States that have developed P&R systems in combination with the implementation of public transport systems. The adoption of the Full Consistency Method (FUCOM) with parsimonious preference information fills this gap by providing a flexible and adaptable approach to decision-making in dynamic and unpredictable urban environments like Cuenca in Ecuador. The findings indicate that utilizing this methodology enhances the efficiency and precision in determining the criteria for the placement of the P&R system. In conclusion, consideration of public transport accessibility serves as a foundational aspect for developing P&R system in the Latin American city under investigation. In essence, implementation of the P&R system is closely linked to optimization of public transportation system.

拉丁美洲汽车保有量的迅速增长,加上汽车的过度使用,造成了与交通拥堵和环境污染有关的重大挑战。在交通规划中,缓解过度使用汽车的机制之一是利用停车和乘车(P&R)系统。然而,尽管多式联运枢纽作为一个重要的交通基础设施组成部分在全球其他地区非常普遍,但在拉丁美洲实施多式联运枢纽作为停车换乘系统的情况却相对有限。实施泊车和转乘系统需要具备不同类型专业知识的交通规划人员研究一系列按重要性排序的标准。为了进行这些分析,有必要使用多标准方法来了解哪些标准对其选址至关重要。我们的研究凸显了拉美地区在实施便民和快速公交系统(尤其是多式联运枢纽)方面存在的差距,尽管在欧洲和美国等其他地方,便民和快速公交系统已经与公共交通系统的实施相结合。在厄瓜多尔昆卡等动态和不可预测的城市环境中,采用带有偏好信息的完全一致法(FUCOM)提供了一种灵活且适应性强的决策方法,从而填补了这一空白。研究结果表明,利用这种方法可以提高确定公共和休闲设施系统布局标准的效率和精确度。总之,对公共交通可达性的考虑是在所调查的拉美城市开发公共&回收系统的基础。从本质上讲,便民和利民系统的实施与公共交通系统的优化密切相关。
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引用次数: 0
Enhancing rural transportation services for older adults: Bridging customer-provider perspectives 加强农村老年人交通服务:沟通客户与提供者的观点
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-07-27 DOI: 10.1016/j.rtbm.2024.101175

Rural older adults reliant on transportation services represent an historically underserved demographic, yet their specific service needs remain inadequately understood. This study aims to explore important rural transportation service features for senior customers while identifying service gaps and potential misconceptions between senior customers and service providers. Utilizing data from a cross-sectional service survey in rural Wisconsin, 13 important service features were identified by both senior customers and service providers, and grouped into three categories—basic, technological, and special—via exploratory factor analysis. While consensus existed between seniors and providers on the primary importance of basic features, seniors attributed greater significance to technological aspects than service providers anticipated. Differing preferences surfaced between seniors and providers regarding special features. Statistical tests revealed the substantial importance of basic features, particularly among older females, individuals with mobility constraints, and limited leisure activity. Moreover, technological features received higher ratings from older females, younger individuals, and those with internet access. Varied attention towards special features aligned with diverse older adult needs. Service providers, regardless of their characteristics, exhibited consistent prioritization of service features. Our findings emphasize opportunities for rural transport service providers to better serve senior users by enhancing basic service provisions, embracing age-friendly technologies, and tailoring specialized services to meet distinct user requirements within local contexts.

依赖交通服务的农村老年人是历来得不到充分服务的人群,但他们的具体服务需求仍未得到充分了解。本研究旨在探讨农村老年人交通服务的重要特点,同时找出服务差距以及老年人和服务提供商之间可能存在的误解。利用威斯康星州农村地区横断面服务调查的数据,老年顾客和服务提供者共同确定了 13 项重要服务特征,并通过探索性因素分析将其分为基本、技术和特殊三个类别。虽然老年人和服务提供者对基本特征的首要重要性达成了共识,但老年人对技术方面的重视程度超出了服务提供者的预期。在特殊功能方面,老年人和服务提供者的偏好有所不同。统计测试表明,基本功能非常重要,尤其是在老年女性、行动不便者和休闲活动有限者中。此外,老年女性、年轻人和能上网的人对技术功能的评价较高。对特殊功能的不同关注符合老年人的不同需求。无论服务提供者的特点如何,他们对服务功能的优先排序都是一致的。我们的研究结果表明,农村交通服务提供商有机会通过加强基本服务、采用适合老年人的技术以及定制专门服务来更好地为老年用户服务,以满足当地用户的不同需求。
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引用次数: 0
Exploring the influence of socio-economic aspects on the use of electric scooters using machine learning applications: A case study in the city of Palermo 利用机器学习应用探索社会经济因素对电动滑板车使用的影响:巴勒莫市案例研究
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-07-26 DOI: 10.1016/j.rtbm.2024.101172

Most European countries have been committed to reducing their carbon footprint, combating climate change, and reducing the air pollution typical in large cities over the past decade. Among current solutions that can be adopted are the replacement of fuel-powered means of transport with electric ones, as well as the introduction of car sharing, bike sharing and electric scooters.

The post-pandemic phase was characterized by a greater propensity to use these means of transport as they were perceived as a healthier choice (for a greater possibility of implementing social distancing) and cheaper (for the diffusion of shared services). The study of modal choice depends on socio-economic structures. The present work analyses data related to socio-economic factors (work, income and other) to examine the tendency to use electric scooters in the metropolis of Palermo, Sicily, through machine learning algorithms.

The comparison of different algorithms allowed us to underline how the multilayer perceptron algorithm obtained the best classification among the minimal sequential optimization algorithms. The findings also highlight middle-income and freelancer people as being more likely to use micro-mobility than others. Contrary to what was thought, these findings revealed that micro-mobility is not just a preferred mode of transport for low-income people or students. These trends will be able to encourage continuous monitoring of the relevant factors and will be able to help political decision-makers to increase and improve the diffusion of micro-mobility and to direct marketing campaigns to the groups identified here.

在过去十年中,大多数欧洲国家一直致力于减少碳足迹、应对气候变化和减少大城市典型的空气污染。目前可以采用的解决方案包括用电动交通工具取代燃油交通工具,以及引入汽车共享、自行车共享和电动滑板车。"大流行病 "后阶段的特点是,人们更倾向于使用这些交通工具,因为人们认为它们是更健康的选择(更有可能拉近社会距离),而且更便宜(有利于共享服务的推广)。对交通方式选择的研究取决于社会经济结构。本作品分析了与社会经济因素(工作、收入及其他)相关的数据,通过机器学习算法研究了在西西里岛巴勒莫大都市使用电动滑板车的倾向。通过对不同算法的比较,我们强调了多层感知器算法如何在最小顺序优化算法中获得最佳分类。研究结果还显示,中等收入人群和自由职业者比其他人更有可能使用微型移动设备。与人们的想象相反,这些研究结果表明,微型交通并不仅仅是低收入人群或学生的首选交通方式。这些趋势将能够鼓励对相关因素进行持续监测,并能够帮助政治决策者增加和改善微型交通的普及,并将营销活动引向在此确定的群体。
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引用次数: 0
Sustainable charger location and capacity strategies supporting green transformation process at gas stations for solving range anxiety: A real case study 支持加油站绿色转型过程的可持续充电器位置和容量策略,解决续航焦虑:真实案例研究
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-07-16 DOI: 10.1016/j.rtbm.2024.101169

The global increase in electric vehicle (EV) usage is evident; however, inadequate infrastructure in many regions still creates range anxiety among drivers. To address this concern, this paper presents a two-stage methodology for analyzing green transformation projects at existing gas stations towards determination of the most appropriate location and capacity decisions. The first stage of the methodology involves a state of charge tracking optimization model to enhance the process of making location decisions and the optimization model is run several times by considering different parameter values to evaluate potential locations for electric vehicle charger installation. In the second stage, a simulation model is constructed to explore capacity decisions based on various scenarios related to regional densities. Afterwards, extensively tested experiments are performed through a real case from Trabzon province of the Karadeniz Coastal Road, a geographically significant area in Turkey's Eastern Black Sea region, to obtain remarkable insights and policy recommendations. As a result, policy recommendations derived from this study emphasize the prioritization of charging station installations at high-frequency locations and tailoring the number of charging units to regional density. The significance of this study is to offer adaptable solutions for various locations, enhance practical utility and support informed decision-making in infrastructure planning by providing a proposed two-stage methodology for sustainable transportation planning.

全球电动汽车(EV)使用量的增长是显而易见的;然而,许多地区基础设施的不足仍让驾驶者对续航里程感到焦虑。为解决这一问题,本文提出了一种分两个阶段分析现有加油站绿色改造项目的方法,以确定最合适的位置和容量决策。该方法的第一阶段涉及一个充电状态跟踪优化模型,以加强选址决策过程,并通过考虑不同的参数值多次运行优化模型,以评估安装电动汽车充电器的潜在地点。在第二阶段,构建了一个仿真模型,根据与区域密度相关的各种情况探讨容量决策。随后,通过卡拉德尼兹沿海公路特拉布宗省(土耳其东部黑海地区的一个重要地理区域)的真实案例进行了广泛的测试实验,以获得重要的见解和政策建议。因此,本研究提出的政策建议强调优先在高频率地点安装充电站,并根据区域密度调整充电装置的数量。本研究的意义在于通过为可持续交通规划提供一个拟议的两阶段方法,为不同地点提供适应性强的解决方案,提高实用性并支持基础设施规划中的知情决策。
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引用次数: 0
The role of built environment in shaping reserved ride-hailing services: Insights from interpretable machine learning approach 建筑环境在塑造预约乘车服务中的作用:可解释机器学习方法的启示
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-07-16 DOI: 10.1016/j.rtbm.2024.101173

Cruising ride-hailing vehicles exacerbate traffic congestion by generating negative externalities. In contrast, reserved ride-hailing services leverage precise information regarding the departure times and origins-destinations of future trips. Platforms can use this data to dispatch and route drivers more efficiently, thereby reducing the need for cruising. Although previous research has largely concentrated on real-time ride-hailing services, the impact of the built environment on reserved ride-hailing remains unexplored with empirical data. This study integrates multi-source data from Haikou City in China and utilizes the gradient boosting decision tree model, which is an interpretable machine learning approach, to investigate potential relationships between reserved ride-hailing trip demand and the built environment. The rankings of relative importance reveal that factors such as the density of food services, education institutions, accessibility to town centers, and proximity to transportation hubs significantly influence the demand for reserved ride-hailing. Furthermore, the study demonstrates that the aforementioned factors exhibit non-linear effects on the demand for reserved ride-hailing. The findings have policy implications for local governments aiming to promote reserved ride-hailing and enhance urban mobility services.

巡游的打车车辆会产生负面的外部效应,从而加剧交通拥堵。相比之下,预约打车服务利用的是有关未来出行的出发时间和出发地-目的地的精确信息。平台可以利用这些数据更有效地调度和安排司机,从而减少巡航的需要。虽然以往的研究主要集中在实时叫车服务上,但建筑环境对预约叫车服务的影响仍未通过实证数据加以探讨。本研究整合了中国海口市的多源数据,利用梯度提升决策树模型(一种可解释的机器学习方法)研究了预约乘车出行需求与建筑环境之间的潜在关系。相对重要性的排序显示,餐饮服务、教育机构、通往城镇中心的便利性以及与交通枢纽的距离等因素对预约乘车需求有显著影响。此外,研究还表明,上述因素对预约乘车需求呈现非线性影响。研究结果对地方政府推广预约出租车、提升城市交通服务具有政策指导意义。
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引用次数: 0
Exploring the drivers of experiential outcome intentions among driverless bus passengers 探索无人驾驶巴士乘客体验结果意向的驱动因素
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-07-13 DOI: 10.1016/j.rtbm.2024.101165
Hung Che Wu , Sharleen X. Chen , Tsung Pao Wu

The aim of this paper is to examine the relationships among the dimensions of bus-riding flow experience, relationship quality, and experiential outcome intentions. The data used in this study were acquired from a convenience sample of 535 passengers riding on driverless buses in Hengli Metro Station Bus Terminal of Guangzhou in China. The empirical results display that the dimensions of bus-riding flow experience (goal clarity, curiosity, positive affection, immersion, utility, and sensory challenge) and trust positively influence psychological ownership. Moreover, both trust and psychological ownership positively affect satisfaction. In addition, trust, satisfaction, and psychological ownership positively influence commitment, which in turn leads to the dimensions of experiential outcome intentions (experiential loyalty intention, experiential word-of-mouth intention, experiential riding intention, and willingness to ride on driverless buses). Finally, theoretical and practical implications based on study findings were outlined and recommendations for future research were made.

本文旨在研究乘坐公交车的人流体验、关系质量和体验结果意向之间的关系。本研究使用的数据来自于在中国广州横沥地铁站公交总站乘坐无人驾驶公交车的 535 名乘客的便利样本。实证结果表明,乘坐公交车的流动体验维度(目标明确性、好奇心、好感、沉浸感、实用性和感官挑战)和信任对心理所有权有正向影响。此外,信任和心理所有权都会对满意度产生积极影响。此外,信任、满意度和心理所有权会对承诺产生积极影响,而承诺又会导致体验结果意向(体验忠诚意向、体验口碑意向、体验乘坐意向和乘坐无人驾驶公共汽车的意愿)。最后,根据研究结果概述了理论和实践意义,并对未来研究提出了建议。
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引用次数: 0
Exploring the effects of public transport subsidies on satisfaction and ridership 探索公共交通补贴对满意度和乘客数量的影响
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-07-05 DOI: 10.1016/j.rtbm.2024.101168
Luis A. Guzman, Victor A. Cantillo-Garcia

The determinants of public transport demand are multifaceted, necessitating consideration of various factors that extend beyond the objective aspects of operation. In addition to travel time and costs, it is imperative to comprehend psychosocial factors influencing public transport usage to enhance policies geared toward fostering ridership and sustainable mobility. Empirical evidence suggests that subjective attributes, such as satisfaction and attitudes, exert a discernible influence on travel behavior and the utilization of public transport. Nevertheless, these linkages remain largely unexplored, especially within the context of large public transport networks in cities of the Global South. This paper aims to address this gap by evaluating the impact of demand-side subsidies in the form of travel vouchers on public transport ridership to understand the mediating effect of satisfaction levels according to the users’ socioeconomic characteristics. These satisfaction levels are related to overall satisfaction with transport, employment and educational opportunities, and life. To achieve this, a large-scale randomized controlled experiment was conducted in Bogotá, Colombia, involving a sample of frequent public transport users (N = 1,607). The participants were divided into a treatment group, which received the travel vouchers loaded onto their smart travel cards for four months, and a control group. Hybrid-ordered logit models were employed to estimate the average number of weekly trips undertaken before, during, and after the intervention. The result shows an increase in ridership by the treatment group, which does not solely depend on improved affordability; but is influenced by a complex interplay of socioeconomic factors and shifts in satisfaction levels. This confirmed that travel satisfaction can contribute to increased public transport demand.

公共交通需求的决定因素是多方面的,需要考虑运营客观方面以外的各种因素。除了旅行时间和成本之外,还必须了解影响公共交通使用的社会心理因素,以加强旨在促进乘客数量和可持续流动性的政策。经验证据表明,满意度和态度等主观属性对出行行为和公共交通的使用有着明显的影响。然而,这些联系在很大程度上仍未得到探讨,尤其是在全球南部城市的大型公共交通网络中。本文旨在填补这一空白,通过评估以旅行券形式提供的需求方补贴对公共交通乘客数量的影响,了解用户的社会经济特征对满意度的中介作用。这些满意度与对交通、就业和教育机会以及生活的总体满意度相关。为此,我们在哥伦比亚波哥大进行了一项大规模随机对照实验,抽样调查了经常乘坐公共交通的人群(N = 1,607)。参与者被分为治疗组和对照组,治疗组在四个月的时间里在智能旅行卡上加载旅行券。采用混合有序对数模型估算干预前、干预期间和干预后每周平均出行次数。结果表明,治疗组乘客数量的增加并不完全取决于经济承受能力的提高,而是受到了社会经济因素和满意度变化等复杂因素的影响。这证实了出行满意度有助于增加公共交通需求。
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引用次数: 0
Efficiency of maritime container terminals in the Baltic Sea region using data envelopment analysis slack-based model 使用基于数据包络分析的松弛模型分析波罗的海地区海运集装箱码头的效率
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-07-04 DOI: 10.1016/j.rtbm.2024.101166
Aleksandra Bartosiewicz, Adam Kucharski, Piotr Miszczyński

The article aims at assessing the efficiency of 46 Baltic maritime container terminals using a Data Envelopment Analysis Slack-Based Model (DEA-SBM) of three inputs (quay length, terminal equipment, depth at the quay) and two outputs (throughput, short-sea shipping connections) and thus verifying two hypotheses regarding obtained efficiency. To facilitate analysis, the Baltic Sea was divided into three subregions: Southern, Central, and Northern. The study addresses a research gap by providing up-to-date information on the Baltic Sea Region (BSR). Industry reports often focus on individual port performance, neglecting the efficiency of their terminals. The findings indicate that Baltic terminals with an annual turnover exceeding 150 thousand TEU are more efficient than their smaller counterparts. However, no significant difference in efficiency was observed among terminals in different subregions of the Baltic Sea. The above statement implies that all maritime container terminals in the Baltic Sea have benefited equally from the recent restrictions imposed on Russia. However, a closer examination of the DEA-SBM efficiency and benchmark results provides a new perspective that may influence the decisions of container terminal operators in the BSR.

文章旨在使用基于数据包络分析的松弛模型(DEA-SBM)评估波罗的海 46 个海运集装箱码头的效率,该模型包含三个输入(码头长度、码头设备、码头深度)和两个输出(吞吐量、短途海运连接),从而验证了有关效率的两个假设。为便于分析,波罗的海被划分为三个次区域:南部、中部和北部。本研究通过提供波罗的海地区 (BSR) 的最新信息,填补了研究空白。行业报告通常只关注单个港口的表现,而忽视了其码头的效率。研究结果表明,年营业额超过 15 万标准箱的波罗的海码头比规模较小的码头效率更高。不过,波罗的海不同次区域的码头在效率上没有明显差异。上述说法意味着波罗的海的所有海运集装箱码头都同样受益于最近对俄罗斯实施的限制措施。然而,对 DEA-SBM 效率和基准结果的仔细研究提供了一个新的视角,可能会影响波罗的海沿岸国家集装箱码头运营商的决策。
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引用次数: 0
Impact of Restricted Public Transport Since COVID-19 on Women in Rural India: A Qualitative Study 自 COVID-19 以来限制公共交通对印度农村妇女的影响:定性研究
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-07-02 DOI: 10.1016/j.rtbm.2024.101167
Rakhi Tripathi

Purpose

Railways are crucial as public transport in rural India in connecting the villages with cities. Since COVID-19, most of the trains in rural India have not stopped at small railway stations, which has impacted the mobility of the villagers. This study is conducted in Piprai, a village in North India, to explore the impact of non-halting trains since COVID-19 on young girls in rural India.

Design/methodology/approach

The study adopts a qualitative research design to explore the impact of non-halting trains since COVID-19 on young girls in rural India. Qualitative data was collected from three sources. Two physical participatory workshops were conducted in Piprai in March 2021 and October 2022 with 10 and 12 participants, respectively. A WhatsApp group was formed with six girls for continuous feedback and discussions. A social activist from the same area was the point of contact and was interviewed to understand the overall condition of women in the village.

Findings

The results provide valuable insights into how the lack of public transportation since COVID-19 has affected young girls in rural India. Women's mobility has been limited, which has led to a halt in higher studies, being unable to visit hospitals regularly and meeting relatives, especially parents in different cities. Furthermore, the above reasons have led to anxiety and mental disturbance.

Originality/value

This study is among the first to explore the impact of lack of transportation since COVID-19 on women in rural India. This is the first time any such study has been conducted in the remote area of Bundelkhand, UP, India.

目的 铁路是印度农村地区连接村庄与城市的重要公共交通工具。自 COVID-19 以来,印度农村地区的大多数列车都没有在小火车站停靠,这影响了村民的出行。本研究在印度北部的一个村庄 Piprai 进行,旨在探讨自 COVID-19 以来不停靠的火车对印度农村地区年轻女孩的影响。定性数据从三个来源收集。分别于 2021 年 3 月和 2022 年 10 月在皮普莱(Piprai)举办了两场实体参与式研讨会,分别有 10 名和 12 名参与者。建立了一个有六名女孩参加的 WhatsApp 群组,以便持续进行反馈和讨论。研究结果为了解自 COVID-19 以来公共交通的缺乏对印度农村地区年轻女孩的影响提供了宝贵的见解。妇女的流动性受到限制,导致她们无法继续深造,无法定期去医院看病,也无法与亲戚见面,尤其是与在不同城市的父母见面。此外,上述原因还导致了焦虑和精神障碍。 原创性/价值 本研究是自 COVID-19 以来首次探讨交通不便对印度农村妇女影响的研究之一。这也是首次在印度 UP 邦德尔坎德邦的偏远地区开展此类研究。
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引用次数: 0
Electric bike sharing: Price sensitivity and pricing preferences 共享电动自行车:价格敏感性和定价偏好
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-06-27 DOI: 10.1016/j.rtbm.2024.101163
Tomasz Bieliński , Tomasz Czuba , Łukasz Dopierała , Maciej Tarkowski

In order to attract the highest possible number of users, municipal authorities and operators of bike sharing systems (BSS) often set very low prices for their services. This frequently results in non-profitability or dependency on public funding. Furthermore, low prices may discourage customers who are concerned regarding the quality of services. In our study, we investigate the impact of socio-demographic characteristics and travel habits on price sensitivity for an e-bike sharing system. We use Van Westendorp's price sensitivity meter (PSM) and the general linear model (GLM) to determine differences in optimal prices for various users and types of BSS. We find that optimal prices may be higher than the ones fixed by authorities and that discounts for female and younger users may result in higher demand for BSS. Moreover, car users are willing to pay less for a BSS than people who never use a car.

为了吸引尽可能多的用户,市政当局和共享单车系统(BSS)运营商往往将服务价格定得很低。这往往会造成非营利性或对公共资金的依赖。此外,低廉的价格可能会让担心服务质量的用户望而却步。在我们的研究中,我们调查了社会人口特征和出行习惯对电动自行车共享系统价格敏感性的影响。我们使用 Van Westendorp 的价格敏感度表(PSM)和一般线性模型(GLM)来确定不同用户和不同类型共享单车系统的最优价格差异。我们发现,最佳价格可能高于当局确定的价格,女性和年轻用户的折扣可能会导致对 BSS 的更高需求。此外,与从不使用汽车的人相比,使用汽车的人愿意支付更少的费用。
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引用次数: 0
期刊
Research in Transportation Business and Management
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