Case Studies on Transport Policy最新文献

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High-Speed rail and air transport competition: A game theoretical approach to a potential European case study 高速铁路和航空运输竞争:一个潜在的欧洲案例研究的博弈论方法
IF 3.3
Case Studies on Transport Policy Pub Date : 2025-09-18 DOI: 10.1016/j.cstp.2025.101614
Evgeniia Shtele , Evangelia Pantelaki , Tahseen Bashir , Francesca Pagliara
{"title":"High-Speed rail and air transport competition: A game theoretical approach to a potential European case study","authors":"Evgeniia Shtele ,&nbsp;Evangelia Pantelaki ,&nbsp;Tahseen Bashir ,&nbsp;Francesca Pagliara","doi":"10.1016/j.cstp.2025.101614","DOIUrl":"10.1016/j.cstp.2025.101614","url":null,"abstract":"<div><div>This study explores competition between High-Speed Rail (HSR) and air transport by analysing two strategically significant Eastern European corridors: Bucharest–Budapest (Northern Balkans) and Bucharest–Athens (Southern Balkans). Using a game-theoretical framework, the research integrates heterogeneous passenger value-of-time segments, modelling strategic fare and frequency decisions under realistic constraints. The total cost function incorporates a modal preference coefficient, reflecting passenger attitudes towards transport modes beyond traditional cost and time factors. Findings reveal that HSR is highly competitive on medium-distance routes like the Northern Balkans corridor due to its efficiency and scalability. Air transport maintains an advantage on longer routes, particularly where travellers value time highly. Increased total demand significantly boosts HSR profitability, while airlines experience declining profits amid intensified competition. Higher-income passengers benefit both modes, though HSR’s profitability relies more on market share than premium pricing. The analysis provides novel, policy-relevant insights, highlighting conditions for viable HSR infrastructure investments and implications for sustainability, regional integration, and resource allocation.</div></div>","PeriodicalId":46989,"journal":{"name":"Case Studies on Transport Policy","volume":"22 ","pages":"Article 101614"},"PeriodicalIF":3.3,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145219761","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Occasional drivers’ allocation using two-stage deep reinforcement learning – a case study of an e-grocery platform 偶尔使用两阶段深度强化学习的司机分配——一个电子杂货平台的案例研究
IF 3.3
Case Studies on Transport Policy Pub Date : 2025-09-16 DOI: 10.1016/j.cstp.2025.101606
Nguyen Thi Tam Thanh, Nguyen Van Hop
{"title":"Occasional drivers’ allocation using two-stage deep reinforcement learning – a case study of an e-grocery platform","authors":"Nguyen Thi Tam Thanh,&nbsp;Nguyen Van Hop","doi":"10.1016/j.cstp.2025.101606","DOIUrl":"10.1016/j.cstp.2025.101606","url":null,"abstract":"<div><div>This study addresses a stochastic crowd-shipping problem, considering multiple customer types and the uncertain availability of occasional drivers. The objective is to minimize the total delivery cost through efficient customer allocation and routing for dedicated and occasional drivers. A novel two-phase Deep Reinforcement Learning approach is introduced to efficiently handle large-scale instances. In the first stage, a Single-Layer Feed-Forward Neural Network is implemented to train and validate the estimated reward function of random sequences using an on-policy method. The customer types are classified by taking appropriate actions using a Mixed-Integer Programming solution. Then, a modified Proximal Policy Optimization algorithm updates policies over multiple epochs during training. After allocation, optimal routes for occasional drivers are determined by a Capacitated Vehicle Routing model. A case study of an online e-grocery platform illustrates the efficiency of the proposed system. Experimental results indicate that the proposed approach outperforms the previous approach by approximately 17%.</div></div>","PeriodicalId":46989,"journal":{"name":"Case Studies on Transport Policy","volume":"22 ","pages":"Article 101606"},"PeriodicalIF":3.3,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145105420","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Who is possibly excluded from the high-speed rail? Implications for transport equity in Vietnam 谁可能被排除在高铁之外?对越南交通公平的影响
IF 3.3
Case Studies on Transport Policy Pub Date : 2025-09-15 DOI: 10.1016/j.cstp.2025.101612
Thanh Thi My Truong
{"title":"Who is possibly excluded from the high-speed rail? Implications for transport equity in Vietnam","authors":"Thanh Thi My Truong","doi":"10.1016/j.cstp.2025.101612","DOIUrl":"10.1016/j.cstp.2025.101612","url":null,"abstract":"<div><div>The development of HSR in Vietnam aims to have a major impact on social mobility within the country, as well as reduce congestion and improve traffic safety. Despite the potential for progress, the proposed HSR system raises concerns about its impact on low-income individuals and regional disparity. The high cost of tickets could prevent these populations from utilising this transport mode, limiting their access to increased mobility, and creating an inequality in travel opportunities. This paper examines the possible impact of HSR on transport equity in Vietnam using survey data collected from passengers travelling by conventional rail and intercity bus. Both binary and multinomial logit models were utilised to identify key factors influencing passengers’ choice of conventional rail and intercity bus over HSR. Results show that passengers with lower incomes and education levels are more likely to choose conventional rail and intercity buses.</div></div>","PeriodicalId":46989,"journal":{"name":"Case Studies on Transport Policy","volume":"22 ","pages":"Article 101612"},"PeriodicalIF":3.3,"publicationDate":"2025-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145105418","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Public transport governance and working conditions of bus drivers: perspectives on accessibility for all in public transport 公共交通管理和公交司机的工作条件:公共交通中所有人的可达性视角
IF 3.3
Case Studies on Transport Policy Pub Date : 2025-09-12 DOI: 10.1016/j.cstp.2025.101607
Vanessa Stjernborg , Lena Levin
{"title":"Public transport governance and working conditions of bus drivers: perspectives on accessibility for all in public transport","authors":"Vanessa Stjernborg ,&nbsp;Lena Levin","doi":"10.1016/j.cstp.2025.101607","DOIUrl":"10.1016/j.cstp.2025.101607","url":null,"abstract":"<div><div>Although many efforts have been made to eliminate barriers in public transport worldwide, research shows that public transport is still often perceived as challenging, inconvenient, and inaccessible for many people with disabilities. A growing body of research points to several issues, relating to the spatial and temporal distribution of public transport, affordability, safety, and social barriers. Social barriers include, for example, lack of adequate support from public transport staff. This paper aims to explore stakeholders’ perspectives on how the governance of public transport, and particularly the working conditions, can influence bus drivers’ behaviour, with a special focus of passengers with disabilities. Eleven representatives from different organisations in Sweden were interviewed, representing public transport authorities, national authorities, trade unions and others. All interviewees had a good understanding of the industry, particularly regarding procurement and labour conditions. They held senior positions and were involved in shaping transport conditions and making decisions that influence public procurement, working conditions and accessibility for the passengers. The results suggest that bus drivers in Sweden have faced increasingly difficult working conditions in recent years. Our interviewees link this to current public procurement practices and financially constrained contracts, which they believed can lead to increased workload and stress for drivers, and that can negatively affect the behaviour towards passengers and create accessibility barriers. Recommendations based on the findings include further recognition of the issues of creating an attractive profession, improve the working conditions, increase awareness of gender equality, competence (in procurement processes), further monitoring and evaluation.</div></div>","PeriodicalId":46989,"journal":{"name":"Case Studies on Transport Policy","volume":"22 ","pages":"Article 101607"},"PeriodicalIF":3.3,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145105417","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Combined Prioritization Methodology for Developing Cities to Replace and Decarbonize their Public Bus Networks: Case Study of Ho Chi Minh City, Vietnam 发展城市替代和脱碳公共汽车网络的综合优先排序方法:以越南胡志明市为例
IF 3.3
Case Studies on Transport Policy Pub Date : 2025-09-12 DOI: 10.1016/j.cstp.2025.101605
Crestone Witsell , Nadine Schröder , Ngoc An Nguyen , Hans-Joachim Linke , Vu Anh Tuan
{"title":"A Combined Prioritization Methodology for Developing Cities to Replace and Decarbonize their Public Bus Networks: Case Study of Ho Chi Minh City, Vietnam","authors":"Crestone Witsell ,&nbsp;Nadine Schröder ,&nbsp;Ngoc An Nguyen ,&nbsp;Hans-Joachim Linke ,&nbsp;Vu Anh Tuan","doi":"10.1016/j.cstp.2025.101605","DOIUrl":"10.1016/j.cstp.2025.101605","url":null,"abstract":"<div><div>The research aims to advance decarbonization of transportation by offering a prioritization scheme for replacing fossil-fueled powered buses with low-emission ones. This prioritized replacement scheme of both depot and route conversion is an optimization of a three-phased conversion strategy. It considers the financial costs associated with electric bus (e-bus) deployment and operations, as well as policy mechanisms to support the economic viability of low-emission buses (LEB). The study addresses the mobility transformations research gap of developing cities in a network wide context with the incorporation of LEB models and required policy intervention. The scope of the study includes both 12-meter and 9-meter buses, while considering different technical requirements for both bus types. The results of the study deliver a comprehensive transition roadmap with an embedded prioritization scheme outlined for both bus routes and service depots. The proposed scenario of subsidies and carbon tax policies provides a context of a plausible landscape where low-emission buses remain cost competitive with diesel buses in terms of Total Cost of Ownership (TCO). The case study results explain and illustrate how effective technical and financial measures can help Ho Chi Minh City, Vietnam achieve a trajectory toward a complete green transition of the urban bus network by 2040.</div></div>","PeriodicalId":46989,"journal":{"name":"Case Studies on Transport Policy","volume":"22 ","pages":"Article 101605"},"PeriodicalIF":3.3,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145105484","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identifying distracted driving hotspots using an event-to-crash conversion method: a case study from New Jersey 使用事件-碰撞转换方法识别分心驾驶热点:来自新泽西州的案例研究
IF 3.3
Case Studies on Transport Policy Pub Date : 2025-09-11 DOI: 10.1016/j.cstp.2025.101604
Ahmed Sajid Hasan , Deep Patel , Md Sadman Islam , Omar Al-Sheikh , Mohammad Jalayer
{"title":"Identifying distracted driving hotspots using an event-to-crash conversion method: a case study from New Jersey","authors":"Ahmed Sajid Hasan ,&nbsp;Deep Patel ,&nbsp;Md Sadman Islam ,&nbsp;Omar Al-Sheikh ,&nbsp;Mohammad Jalayer","doi":"10.1016/j.cstp.2025.101604","DOIUrl":"10.1016/j.cstp.2025.101604","url":null,"abstract":"<div><div>Identifying crash hotspots is a tool for prioritizing safety countermeasures. However, safety–critical human factors like distracted driving or speeding can often happen without leading to a crash. Hence, a matrix is needed that could translate the contributing safety–critical events into crashes. Quantifying distraction events into crashes could bridge this gap, and comprehensive observational data on drivers’ distractions could help make this quantification. This study aims to build a framework for calculating the relationship between crashes and events by collecting distraction events in selected high crash corridors in New Jersey. On-road observational data was collected to capture distracted driving behaviors using a moving test vehicle. Crashes occurring at the study routes during 2015–2019, with ’distraction’ as the only ’driver contributing factor,’ were collected. Afterward, the distraction event-to-crash ratio was calculated for each 5-mile road segment, which helped determine the study routes’ riskiest segments (hotspots). After converting crashes to events, the potential crash cost savings for various levels of reduction in distraction events (5%, 10%, 20%, and 30%) were calculated. The results revealed that US9, US1, US22, and US130 were the riskier corridors, with at least one crash from every 30,000 distraction events. It was also found that roads with signalized intersections, three-lane roads, rural interstates, minor arterials, and positive medians had the highest number of hotspots. Non-parametric tests confirmed that arterial roads and roads with signalized intersections have significantly lower event-to-crash equivalence than the other types of roads. This study will help state and local agencies identify distracted driving hotspots in their jurisdiction and enable them to allocate resources for education, enforcement, or engineering solutions more efficiently.</div></div>","PeriodicalId":46989,"journal":{"name":"Case Studies on Transport Policy","volume":"22 ","pages":"Article 101604"},"PeriodicalIF":3.3,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145049405","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ready to ride: Security and transit-related determinants of ride-hailing adoption in Latin America 准备乘车:拉丁美洲网约车采用的安全和过境相关决定因素
IF 3.3
Case Studies on Transport Policy Pub Date : 2025-09-11 DOI: 10.1016/j.cstp.2025.101608
Daniel Oviedo , Orlando Sabogal-Cardona , Lynn Scholl
{"title":"Ready to ride: Security and transit-related determinants of ride-hailing adoption in Latin America","authors":"Daniel Oviedo ,&nbsp;Orlando Sabogal-Cardona ,&nbsp;Lynn Scholl","doi":"10.1016/j.cstp.2025.101608","DOIUrl":"10.1016/j.cstp.2025.101608","url":null,"abstract":"<div><div>Previous research on ride-hailing has focused on the effects that the built environment, demographic variables, and personal attitudes have on the frequency of ride-hailing use, finding that adopters are mainly young and highly educated people with increased levels of technology embracement. Despite that some scholars have shown that the convenience of ride-hailing such as their flexibility and major geographical coverage has led to users to prefer services provided by Transportation Network Companies (TNCs) over public transportation for some trips, there is a lack of research on how perceptions of public transit systems and TNCs can induce ride-hailing usage. In this article we extend the understanding of ride-hailing phenomena by proposing that structural gaps in public transit are key explanatory variables in the uptake and willingness to pay for ride-hailing trips. Building on an international survey in Mexico City, Bogotá, and Medellín, we develop a Structural Equation Model (SEM) incorporating latent variables expressing perceptions people have about features of ride-hailing and vulnerabilities in public transit. Results show that these variables are relevant. We also confirm that educational attainment and income are instrumental for ride-hailing trips, and that technology embracement is the most important variable to distinguish among levels of adoption. Findings inform public policy by focusing on the negative experiences of using public transit and how this could be generating more ride-hailing trips. TNCs are an attractive transport alternative that can fill gaps in public transit systems but that are also benefiting from structural problems in the transit systems.</div></div>","PeriodicalId":46989,"journal":{"name":"Case Studies on Transport Policy","volume":"22 ","pages":"Article 101608"},"PeriodicalIF":3.3,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145105419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Subsidy policy design for high-speed rail express 高速铁路快运补贴政策设计
IF 3.3
Case Studies on Transport Policy Pub Date : 2025-09-11 DOI: 10.1016/j.cstp.2025.101609
Zongsheng Sun , Bin Shuai
{"title":"Subsidy policy design for high-speed rail express","authors":"Zongsheng Sun ,&nbsp;Bin Shuai","doi":"10.1016/j.cstp.2025.101609","DOIUrl":"10.1016/j.cstp.2025.101609","url":null,"abstract":"<div><div>The growing demand for high-value cargo transportation and the development of high-speed rail networks have made high speed rail express (HSRE) feasible. Although high-speed rail offers lower carbon emissions, its higher operational costs necessitate government subsidies to balance corporate profitability and social benefits. To address the policy design of subsidies for HSRE, we first employed the Hotelling model to characterize logistics enterprises’ mode choice behavior, thereby determining the demand for both high-speed rail and road. Subsequently, a social welfare maximization model was developed incorporating producer surplus, consumer surplus, government expenditure, and environmental impact, deriving optimal subsidy values under different pricing scenarios. Finally, a case validation analysis was conducted using the HSRE service between Kunming and Chengdu in China. The research reveals that the subsidy value is proportional to the price difference between the two transport modes under fixed-prices scenario—the greater the disparity, the higher the required subsidy. While under equilibrium-prices scenario, the optimal subsidy value depends not only on intermodal cost differentials and carbon pricing but also on cargo time value, transport efficiency, terminal handling capacity, and transfer costs. These findings provide new insights for HSRE subsidy policies design.</div></div>","PeriodicalId":46989,"journal":{"name":"Case Studies on Transport Policy","volume":"22 ","pages":"Article 101609"},"PeriodicalIF":3.3,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145060664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Manufacturing differences of mobility: The division of food-delivery modes on food-delivery platform in China 流动性的制造差异:中国外卖平台上外卖模式的划分
IF 3.3
Case Studies on Transport Policy Pub Date : 2025-09-07 DOI: 10.1016/j.cstp.2025.101603
Tianqi Chen , Shangyi Zhou , Weilin Xu
{"title":"Manufacturing differences of mobility: The division of food-delivery modes on food-delivery platform in China","authors":"Tianqi Chen ,&nbsp;Shangyi Zhou ,&nbsp;Weilin Xu","doi":"10.1016/j.cstp.2025.101603","DOIUrl":"10.1016/j.cstp.2025.101603","url":null,"abstract":"<div><div>Food-delivery riders have become an important part of urban transportation. The dangerous road behaviour of riders challenges traffic laws and presents a complex problem for labour protection. Therefore, it is necessary to develop a deeper understanding of how the mobility of food-delivery riders is shaped by power and inequality. This article claims that mobility issues should be central to understanding food-delivery labour, as existing research generally overlooks mobility theory. Chinese food-delivery giant Meituan’s management practice of dividing riders into different food-delivery modes provides a case study for examining how platforms create differences in mobility and intervene in riders’ labour practices. Between March 2023 and April 2024, the first author worked as a rider and conducted in-depth interviews with 20 riders in Beijing. This article first introduces the core differences between Meituan’s different food-delivery modes. Drawing on motility theory as an analytical framework, the study further finds that the division of food-delivery modes is based on the dominant power of food-delivery platforms over order allocation. Riders tend to choose the food-delivery mode with a higher order volume but lower unit prices and more management requirements to obtain more order resources. Consequently, the platform reduces labour costs by dividing food-delivery modes, while riders need to strengthen their mobility skills to meet the high mobility requirements of the mode they chose. For transport policy, more consideration needs to be given to improving riders’ access to mobility through transportation infrastructure and law enforcement to prevent riders from violating traffic rules as their preferred option for enhancing mobility.</div></div>","PeriodicalId":46989,"journal":{"name":"Case Studies on Transport Policy","volume":"22 ","pages":"Article 101603"},"PeriodicalIF":3.3,"publicationDate":"2025-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145049404","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Keeping her in her Place: Women loco-pilots negotiating masculine spatialities in Indian Railways 让她安分守己:印度铁路上的女飞行员与男性空间谈判
IF 3.3
Case Studies on Transport Policy Pub Date : 2025-09-06 DOI: 10.1016/j.cstp.2025.101602
Arundhathi
{"title":"Keeping her in her Place: Women loco-pilots negotiating masculine spatialities in Indian Railways","authors":"Arundhathi","doi":"10.1016/j.cstp.2025.101602","DOIUrl":"10.1016/j.cstp.2025.101602","url":null,"abstract":"<div><div>Indian Railways are known to be one of the world’s largest railway networks (<span><span>Kerr 2011</span></span>). Train drivers, or loco-pilots, are among the most significant workers who keep this network running. In the Indian Railways, women started entering the loco-piloting profession in the 1980 s. As many women continued to join over the decades, one of the biggest challenges they faced was adapting to infrastructures that were originally designed for male workers. Even now, be it the control room, the engine cab, or even the resting rooms and toilets, hardly any spaces crucial to the loco-pilot’s work envision women as the primary users. As a result, women’s experiences of these masculine spaces involve constant negotiation with authorities, as well as social biases, to be able to drive trains and move ahead. This gets further complicated with the extremely mobile nature of the job, wherein women are constantly expected to move through different areas, thus bringing into question how the spatiality of mobility influences and gets influenced by gender. Using data gathered through non-participant observation, in-depth interviews, and secondary literature, this paper seeks to document and present women loco-pilots’ experiences of their work spaces, in order to throw light on the gendered relationship between spatiality and mobility in the context of transport workers’ lives.</div></div>","PeriodicalId":46989,"journal":{"name":"Case Studies on Transport Policy","volume":"22 ","pages":"Article 101602"},"PeriodicalIF":3.3,"publicationDate":"2025-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145026440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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