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Agent-based model of last-mile parcel deliveries and travel demand incorporating online shopping behavior 基于代理的最后一英里包裹递送模型和包含在线购物行为的旅行需求
IF 3.8 3区 工程技术 Q1 ECONOMICS Pub Date : 2023-10-24 DOI: 10.1016/j.retrec.2023.101368
Anna S. Reiffer, Jelle Kübler, Martin Kagerbauer, Peter Vortisch

In this paper, we present an extension of the agent-based travel demand model mobiTopp with a last-mile parcel delivery module called logiTopp, in which online shopping choice is modeled explicitly. Online shopping behavior is modeled using logistic and Poisson regression models, which consider both the socio-demographic characteristics of the customer and aspects of their travel behavior. As mobiTopp is a framework that simulates travel demand over one week, we are able to capture interactions between travel behavior and online shopping that do not become apparent in single-day simulations.

The results show that the integrated choice model reflects the findings presented in the literature in that male, affluent, young professionals are most likely to (frequently) order parcels online compared to other groups of the population. Application of the agent-based model to a city in Germany shows that socio-demographic and behavioral characteristics are considered realistically within the simulation.

The model presented here is a suitable simulation tool for alternative urban last-mile delivery solutions, and the open-source and modular framework allows for transfer to other regions as the underlying choice models are consistent with literature from other spatial contexts.

The findings are of interest to transportation planners and policymakers as they contribute to the understanding of how increased e-commerce demand influences the transportation system and solutions to mitigate adverse effects.

本文对基于agent的出行需求模型mobiTopp进行了扩展,增加了最后一英里包裹递送模块logiTopp,并对在线购物选择进行了显式建模。在线购物行为使用逻辑回归模型和泊松回归模型建模,其中考虑了客户的社会人口特征和他们的旅行行为的各个方面。由于mobiTopp是一个模拟一周内旅行需求的框架,我们能够捕捉到旅行行为和在线购物之间的相互作用,这在单日模拟中是不明显的。结果表明,综合选择模型反映了文献中的发现,即与其他人群相比,男性、富裕、年轻的专业人士最有可能(经常)在网上订购包裹。基于智能体的模型在德国某城市的应用表明,该模型能够真实地考虑城市的社会人口特征和行为特征。这里提出的模型是一个适合的模拟工具,用于替代城市最后一英里交付解决方案,并且开源和模块化框架允许转移到其他地区,因为潜在的选择模型与其他空间背景的文献一致。这些发现对交通规划者和政策制定者很有意义,因为它们有助于理解日益增长的电子商务需求如何影响交通系统,以及减轻不利影响的解决方案。
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引用次数: 0
The effect of bus rapid transit on local home prices 快速公交对当地房价的影响
IF 3.8 3区 工程技术 Q1 ECONOMICS Pub Date : 2023-10-21 DOI: 10.1016/j.retrec.2023.101370
Justin Beaudoin , Justin Tyndall

Bus Rapid Transit (BRT) systems have become increasingly common in US cities. BRT stations provide a local amenity by improving transportation options for local residents, but may also represent a local nuisance due to noise or displacement of other road users. We estimate whether BRT is priced into local real estate by studying a recently opened BRT project in Vancouver, Washington. We use a difference-in-difference method with both hedonic and repeat sales estimators to test for a price effect. We estimate a 5%–7% price premium for homes located within a 20 min walk of a BRT station. Overall, BRT generated new real estate value that exceeded the project’s construction costs by a factor of six. We discuss how government could leverage future residential property value increases to fund construction of BRT projects.

快速公交系统在美国城市中越来越普遍。快速公交车站通过改善当地居民的交通选择,提供了当地的便利设施,但也可能因噪音或其他道路使用者的位移而成为当地的公害。我们通过研究华盛顿州温哥华市最近开放的快速公交项目,估计快速公交是否已纳入当地房地产。我们使用了一种同时具有特征和重复销售估计量的差分法来测试价格效应。我们估计,距离快速公交车站步行20分钟以内的房屋价格溢价为5%-7%。总体而言,快速公交产生的新房地产价值超过了项目建设成本的六倍。我们讨论了政府如何利用未来住宅物业价值的增长来资助快速公交项目的建设。
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引用次数: 0
Long-distance rail in Europe: Comparing the forms of head-on competition across Europe 欧洲的长途铁路:欧洲各地正面竞争形式的比较
IF 3.8 3区 工程技术 Q1 ECONOMICS Pub Date : 2023-10-18 DOI: 10.1016/j.retrec.2023.101367
Paolo Beria , Vardhman Lunkar , Samuel Tolentino , Vilém Pařil , Michal Kvasnička

Europe is finally entering a season of liberalisation in the long-distance rail passenger market, which takes the form of on-track competition among public and private operators. The paper provides a broad-scope comparison of relevant European markets, belonging to liberalised and non-liberalised countries, aiming to point out the patterns in terms of supply, competition model and prices. The paper is based on a sample of heterogeneous 69 city-pairs, analysed in two fourteen days periods in 2019 (May/June and November). All available modes are observed, collecting info on companies, frequency of services, and cheapest price. The analysis starts from a schematisation of different business models, based on literature. Then, using the database, we study the country's supply structure, size, and level of intermodal and intra-modal competition through HHIs. Prices are analysed in two steps: the average prices and the price dispersion, searching for their main determinants, including but not limited to competition. Results show that a higher competition level is not always corresponding to low prices, which are instead determined by many other factors such as size of market, demand, socio-economic characteristics, subsidies, production costs, speed advantage, strength of the incumbent, etc. The competition level, instead, directly influences the quality, the supplied capacity, and the price dispersion.

欧洲终于进入了长途铁路客运市场的自由化季节,这是公共和私营运营商之间的轨道竞争。本文对自由化和非自由化国家的相关欧洲市场进行了广泛的比较,旨在指出供应、竞争模式和价格方面的模式。这篇论文基于69个异质城市对的样本,在2019年的两个14天时间段(5月/6月和11月)进行了分析。观察所有可用的模式,收集有关公司、服务频率和最便宜价格的信息。分析从基于文献的不同商业模式的示意图开始。然后,利用该数据库,我们通过HHI研究了该国的供应结构、规模以及多式联运和多式联运竞争的水平。价格分两步分析:平均价格和价格分散,寻找其主要决定因素,包括但不限于竞争。结果表明,较高的竞争水平并不总是与较低的价格相对应,而是由许多其他因素决定的,如市场规模、需求、社会经济特征、补贴、生产成本、速度优势、在位者的实力等。相反,竞争水平直接影响质量、供应能力和价格分散。
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引用次数: 0
A study on the possibility of a BUS route network with connections based on an analysis of the efficiency of the BUS route network and resistance OF BUS users to transfer 基于对公交线路网络效率和公交用户换乘阻力的分析,研究有连接的公交线路网络的可能性
IF 3.8 3区 工程技术 Q1 ECONOMICS Pub Date : 2023-10-14 DOI: 10.1016/j.retrec.2023.101357
Yu Suzuki , Satoru Hino , Takafumi Kanno , Daigo Amemiya

In this study, data envelopment analysis (DEA) was used to evaluate the efficiency of the bus route network in Akita City, Akita Prefecture, Japan. The DEA efficiency indices utilized route length (km) and overlap index (number of lines/km) as input values for the network efficiency, while the number of buses per year was used as the output value for the deployment efficiency. Operating costs (yen) were used as the input value for the revenue efficiency, and Operating costs (yen) and fare revenue (yen) were used as input and output values, respectively, for the revenue efficiency. The results of this study show that the overall network efficiency is low, indicating that complex and radial bus routes are inefficient and can be improved. Next, we surveyed the attitudes of residents of Akita City, regarding the use of bus routes. The results showed that 18.5% of the respondents did not want to transfer between bus trips, whereas 69.7% could tolerate transferring up to once. Furthermore, 2.7% of the respondents were unwilling to wait for the bus, whereas 52.4% were willing to wait within 10 min, while 38.6% were willing to wait between 10 and 20 min.

Based on the results of this analysis, which was conducted by a university laboratory, suggestions were made to the local government on how to provide an efficient network. The bus routes in Akita City are operated by private operators but managed by the local government. Thus, efficient bus routes with connections can be constructed through proposals to local governments.

Inefficient bus routes were identified using DEA, and a network with transfers was examined for their improvement. When examining such a network, the attitudes of the users toward transfers must be understood; the relationship involves understanding the attitudes of the users toward inefficient bus routes using DEA. This study revealed that a large number of people could tolerate up to one transfer. The transit time is a significant factor in the acceptance.

本研究采用数据包络分析(DEA)方法对日本秋田县秋田市公交线路网络的效率进行了评价。DEA效率指数使用路线长度(km)和重叠指数(线路数/km)作为网络效率的输入值,而使用每年公交车数量作为部署效率的输出值。运营成本(日元)被用作收入效率的输入值,运营成本(日圆)和票价收入(日元)分别被用作收入效益的输入值和输出值。这项研究的结果表明,整体网络效率较低,表明复杂和放射状的公交线路效率低下,可以改进。接下来,我们调查了秋田市居民对公交线路使用的态度。结果显示,18.5%的受访者不想在公交车之间换乘,而69.7%的受访者可以容忍最多换乘一次。此外,2.7%的受访者不愿意等公交车,52.4%的受访者愿意在10分钟内等,38.6%的受访者愿意等10到20分钟。根据大学实验室进行的分析结果,向当地政府提出了如何提供高效网络的建议。秋田市的巴士路线由私人运营商运营,但由当地政府管理。因此,可以通过向地方政府提出建议来建设有连接的高效公交线路。使用DEA确定了效率低下的公交路线,并检查了具有换乘功能的网络是否得到了改进。在检查这种网络时,必须了解用户对转账的态度;该关系涉及使用DEA来理解用户对低效公交路线的态度。这项研究表明,很多人最多可以忍受一次转移。运输时间是验收的一个重要因素。
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引用次数: 0
Changes in rail rates for U.S. commodity grain shipments over time 美国商品粮食运输铁路费率随时间的变化
IF 3.8 3区 工程技术 Q1 ECONOMICS Pub Date : 2023-10-10 DOI: 10.1016/j.retrec.2023.101359
Keaton Miller, Wesley W. Wilson

The deregulation of the U.S. railroad industry has largely been considered a success, as costs and rates have fallen due to changes in the mix of traffic and industry consolidation. However, rates did not fall as quickly as costs, and since 2000 rates have been rising while many measures of cost have remained relatively stable. We investigate these changes in rail rates using a sample of agricultural shipments from 2000–2016. We provide evidence that even after controlling for changes in cost drivers such as fuel, the relationships between prices and determinants have changed over time, suggesting that railroad pricing rules have driven increases in rates faced by shippers.

美国铁路业的放松管制在很大程度上被认为是成功的,因为交通和行业整合的组合变化导致成本和费率下降。然而,利率的下降速度没有成本那么快,自2000年以来,利率一直在上升,而许多成本指标保持相对稳定。我们使用2000-2016年的农业运输样本调查了铁路费率的这些变化。我们提供的证据表明,即使在控制了燃料等成本驱动因素的变化后,价格和决定因素之间的关系也会随着时间的推移而变化,这表明铁路定价规则推动了托运人面临的费率上涨。
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引用次数: 0
Online shopping, brick-and-mortar retailers and transit ridership in the U.S. 美国的网上购物、实体零售商和公交乘客量。
IF 3.8 3区 工程技术 Q1 ECONOMICS Pub Date : 2023-10-07 DOI: 10.1016/j.retrec.2023.101358
Narendra Malalgoda , Siew Hoon Lim

With increasing trends in online shopping, brick-and-mortar retailers have experienced declines in businesses forcing them to close down completely, downsize or go online. Shopping malls and strip malls, for example, have been faced with less foot traffic in recent years, while struggling to retain and attract new businesses to operate in various locations. Similarly, public transit agencies in the U.S have seen declines in ridership. Using a bivariate probit model and consumer-level data to examine the inter-relationship between online shopping, mall visits and public transit use, this study seeks to determine if online shopping activities contribute to the declines in public transit ridership in the U.S. Our results indicate that public transit use is positively associated with mall visits; for consumers who are online shoppers, online shopping creates a negative effect on mall visits thereby reducing their public transit use. This effect, however, is small relative to the effect of car ownership.

随着网上购物趋势的加剧,实体零售商的业务也出现了下滑,迫使他们完全关闭、缩小规模或上线。例如,近年来,购物中心和脱衣舞购物中心面临着人流减少的问题,同时也在努力留住和吸引新的企业在不同的地点运营。同样,美国公共交通机构的乘客量也有所下降。使用双变量probit模型和消费者层面的数据来检验在线购物、购物中心访问和公共交通使用之间的相互关系,本研究试图确定在线购物活动是否会导致美国公共交通乘客量的下降。我们的结果表明,公共交通使用与购物中心访问呈正相关;对于网上购物的消费者来说,网上购物会对购物中心的访问产生负面影响,从而减少他们对公共交通的使用。然而,相对于拥有汽车的影响,这种影响是很小的。
{"title":"Online shopping, brick-and-mortar retailers and transit ridership in the U.S.","authors":"Narendra Malalgoda ,&nbsp;Siew Hoon Lim","doi":"10.1016/j.retrec.2023.101358","DOIUrl":"https://doi.org/10.1016/j.retrec.2023.101358","url":null,"abstract":"<div><p>With increasing trends in online shopping, brick-and-mortar retailers have experienced declines in businesses forcing them to close down completely, downsize or go online. Shopping malls and strip malls, for example, have been faced with less foot traffic in recent years, while struggling to retain and attract new businesses to operate in various locations. Similarly, public transit agencies in the U.S have seen declines in ridership. Using a bivariate probit model and consumer-level data to examine the inter-relationship between online shopping, mall visits and public transit use, this study seeks to determine if online shopping activities contribute to the declines in public transit ridership in the U.S. Our results indicate that public transit use is positively associated with mall visits; for consumers who are online shoppers, online shopping creates a negative effect on mall visits thereby reducing their public transit use. This effect, however, is small relative to the effect of car ownership.</p></div>","PeriodicalId":47810,"journal":{"name":"Research in Transportation Economics","volume":"102 ","pages":"Article 101358"},"PeriodicalIF":3.8,"publicationDate":"2023-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50188562","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficiency benchmarking and its determinants in high-speed railways: Reference for China 高速铁路效率基准及其决定因素:对中国的借鉴
IF 3.8 3区 工程技术 Q1 ECONOMICS Pub Date : 2023-10-03 DOI: 10.1016/j.retrec.2023.101355
Yueqi Zong , Jianhong Wu , Kemei Yu , Xutao Yang

The high-speed railway (HSR) performance has drawn considerable attention from international scholars and policymakers. One heatedly-discussed topic is measuring HSR efficiency and its important determinants, particularly HSR organizational structures. The main contribution of our research is the adoption of the multi-stage Network Data Envelopment Analysis (DEA) and Tobit Model, which provides a rational and coherent method to address this issue.

We select the dataset from main HSR countries during the period of 2009–2018, and rank the efficiency of HSRs of different countries. Subsequently we examine the relationship between HSR efficiency and characteristic determinants, along with geographical and economic indicators that may influence the model.

The results have revealed the HSR productivity difference do exist among countries. Overall, Asia's HSR systems demonstrate higher efficiency compared to those in Europe; while China's HSR efficiency ranks medium in the HSR multi-stages chain but higher in the service stage. Furthermore, the determinants of organizational structure can significantly effect on the effectiveness of HSR systems under a certain transport density threshold. In conclusion, regulators and operators should endeavor to increase traffic by meeting the demand to improve system efficiency. For China, focusing on vertical integration should be the key aspect of future HSR reform.

高速铁路(HSR)的性能引起了国际学者和政策制定者的极大关注。一个热门话题是衡量高铁效率及其重要决定因素,特别是高铁组织结构。我们研究的主要贡献是采用了多阶段网络数据包络分析(DEA)和Tobit模型,为解决这一问题提供了一种合理而连贯的方法。我们选择了2009-2018年期间主要高铁国家的数据集,并对不同国家的高铁效率进行了排名。随后,我们研究了高铁效率与特征决定因素之间的关系,以及可能影响该模型的地理和经济指标。研究结果表明,高铁生产率在各国之间确实存在差异。总体而言,与欧洲相比,亚洲的高铁系统表现出更高的效率;而中国的高铁效率在高铁多阶段链中排名中等,但在服务阶段排名较高。此外,在一定的运输密度阈值下,组织结构的决定因素会对高铁系统的有效性产生显著影响。总之,监管机构和运营商应该努力通过满足提高系统效率的需求来增加流量。对中国来说,关注垂直一体化应该是未来高铁改革的关键。
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引用次数: 0
Dynamic network relationship between transportation and urban economy: A case study of China's high-speed rail as a new transportation technology 交通与城市经济的动态网络关系——以中国高速铁路为例
IF 3.8 3区 工程技术 Q1 ECONOMICS Pub Date : 2023-09-30 DOI: 10.1016/j.retrec.2023.101360
Mingzhen Li, Hongchang Li, Kun Wang, Shuohua Shen

High-speed rail (HSR) stands as one of the most significant transportation technological advancements in the global railway industry over the past half-century, attracting considerable scholarly attention regarding its impact on urban economies. However, researches remain rare as to the dynamic evolution of the HSR netwok and the economic network, as well as their relationship. Our research tackles this issue by employing social network analysis (SNA) and a complex gravity model to construct China's HSR network and economic network. Furthermore, we apply the quadratic assignment procedure (QAP) and nonlinear Granger causality test to analyze the relationship between the two networks. Results reveal a significant correlation between China's HSR and economic network from 2008 to 2020, exhibiting heterogeneity in nonlinear causal relationships across different spatial scales. Notably, the strength of the relationship between the HSR netwok and the economic network follows an inverted “U” shape. This correlation is more pronounced within smaller administrative boundaries than inter-administrative regions. Additionally, the HSR netwok and the economic network in China's central and western regions tend to foster mutually reinforcing patterns of evolution. These findings shed light on the interactive processes between HSR development and economic growth in China, providing a foundation for policy formulation in emerging economies seeking to develop a new transportation technology and promote synergistic economic growth.

在过去的半个世纪里,高铁是全球铁路行业最重要的运输技术进步之一,其对城市经济的影响引起了学术界的广泛关注。然而,关于高铁网络与经济网络的动态演变及其相互关系的研究仍然很少。我们的研究通过社会网络分析(SNA)和一个复杂的引力模型来构建中国的高铁网络和经济网络来解决这个问题。此外,我们应用二次分配程序(QAP)和非线性Granger因果关系检验来分析两个网络之间的关系。结果显示,2008年至2020年,中国高铁与经济网络之间存在显著相关性,在不同空间尺度上表现出非线性因果关系的异质性。值得注意的是,高铁网络与经济网络之间的关系强度呈倒U型。这种相关性在较小的行政边界内比行政区域间更为明显。此外,高铁网络和中国中西部地区的经济网络往往形成相辅相成的演变模式。这些发现揭示了中国高铁发展与经济增长之间的互动过程,为新兴经济体寻求开发新的交通技术和促进协同经济增长的政策制定提供了基础。
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引用次数: 0
Carrier-provided freight data for improved sustainable urban mobility planning 承运人为改进可持续城市交通规划提供货运数据
IF 3.8 3区 工程技术 Q1 ECONOMICS Pub Date : 2023-09-22 DOI: 10.1016/j.retrec.2023.101352
Johanne Lægran , Kelly Pitera , Trude Tørset

Urban freight transport is expected to increase in volume and share of motorized traffic in cities. Simultaneously, stakeholders responsible for urban development lack access to detailed data on urban freight transport. Private freight actors, i.e., carriers, collect data as part of their operations, which could potentially meet the data needs within public planning. This paper explores the possibilities of exploiting such data for improved urban mobility planning through semi-structured interviews with carriers and planners. The results show that carriers are willing to share delivery data under certain conditions and even mention benefits for their own operations if such sharing leads to more informed freight planning. Furthermore, sample data provided by carriers was explored and largely proved to contain core information on carrier movements to meet the needs of the planners. However, data on vehicles and routing was lacking. As a next step, it is suggested that a public authority initiate the collection and use of carrier-provided data to maintain trust amongst stakeholders. Additionally, efficient ways of collecting and interpreting the data must be developed to obtain consistent, useable, high-quality data for sustainable urban mobility planning.

预计城市货运量和城市机动交通份额将增加。与此同时,负责城市发展的利益攸关方无法获得有关城市货运的详细数据。私人货运行为者,即承运人,在其运营中收集数据,这可能满足公共规划中的数据需求。本文通过对运营商和规划者的半结构化访谈,探讨了利用这些数据改进城市交通规划的可能性。研究结果表明,承运人愿意在某些条件下共享交付数据,如果这种共享能带来更明智的货运规划,甚至会提及对其自身运营的好处。此外,对承运人提供的样本数据进行了探索,并在很大程度上证明,这些数据包含了有关承运人移动的核心信息,以满足规划者的需求。然而,缺乏关于车辆和路线的数据。下一步,建议公共当局开始收集和使用运营商提供的数据,以保持利益相关者之间的信任。此外,必须开发有效的数据收集和解释方法,以获得一致、可用、高质量的数据,用于可持续的城市流动规划。
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引用次数: 0
Pathways to integrating paratransit and formal public transport: Case studies from Tshwane, South Africa 将辅助交通和正式公共交通整合的途径:南非茨瓦内的案例研究
IF 3.8 3区 工程技术 Q1 ECONOMICS Pub Date : 2023-09-16 DOI: 10.1016/j.retrec.2023.101356
Lesedi Mokoma, Christoffel Venter

At its core public transport integration is about the collaboration of actors. Collaboration is elusive and difficult to achieve, especially in developing countries where insufficient regulation and dispersed, quasi-formal public transport operations are common. Asymmetries in information and objectives between paratransit and formal sector actors create barriers and may prevent synergies from emerging. A simplified framework for assessing the collaboration of actors during the implementation of integrated public transport projects is proposed. The position of the framework is that it is critical to identify actors’ objectives and barriers to collaboration, and then to action decisions to remove these barriers and achieve objectives at every step of the STO (Strategic Tactical Operational) decision-making process to maintain structural and horizontal consistency. The framework is tested ex-post on two public transport integration projects in Tshwane, South Africa: the Gautrain regional rapid rail and A Re Yeng Bus Rapid Transit (BRT), both of which are supported by paratransit feeders. The case study shows how collaboration is achieved when all the key actors' objectives and barriers are understood, planned for and implemented across the STO levels and how failure to do so can lead to failed integration outcomes. The framework may be useful to authorities pursuing collaboration with paratransit for the purposes of implementing integrated public transport in the Global South.

公共交通一体化的核心是参与者的合作。合作难以捉摸,难以实现,尤其是在发展中国家,监管不足和分散的准正规公共交通运营很常见。辅助翻译和正式部门行为者之间信息和目标的不对称造成了障碍,并可能阻碍协同作用的出现。提出了一个简化的框架,用于评估在实施综合公共交通项目期间行为者的合作。该框架的立场是,关键是要确定行动者的目标和合作障碍,然后采取行动决策,消除这些障碍,并在战略战术行动决策过程的每一步实现目标,以保持结构和水平的一致性。该框架在南非茨瓦内的两个公共交通一体化项目上进行了事后测试:高铁区域快速铁路和阿再阳快速公交(BRT),这两个项目都由副输电线支持。案例研究表明,当所有关键参与者的目标和障碍在STO层面上得到理解、规划和实施时,如何实现合作,以及不这样做会如何导致整合失败。该框架可能有助于当局与paratransit合作,在全球南方实施综合公共交通。
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引用次数: 0
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Research in Transportation Economics
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