Transport Policy最新文献

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Preparing for an agentic era of human-machine transportation systems: Opportunities, challenges, and policy recommendations 为人机交通系统的代理时代做准备:机遇、挑战和政策建议
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-05-31 DOI: 10.1016/j.tranpol.2025.05.030
Jiangbo Yu
{"title":"Preparing for an agentic era of human-machine transportation systems: Opportunities, challenges, and policy recommendations","authors":"Jiangbo Yu","doi":"10.1016/j.tranpol.2025.05.030","DOIUrl":"10.1016/j.tranpol.2025.05.030","url":null,"abstract":"<div><div>Human-Machine Transportation Systems (HMTS) refer to transportation systems where humans and machines interact to enable mobility. The history of humans creating and utilizing machines for transportation purposes dates back from the invention of the wheel to more recent innovations such as bicycles, automobiles, traffic signals, handheld navigation devices, asphalt pavers, and computer-aided design and management tools. In recent years, technological advancements have transformed machines from passive tools into more active participants, with humans increasingly delegating complex tasks and responsibilities to them. While these advancements have revolutionized mobility, their siloed, uncoordinated implementation has also introduced critical challenges, including urban sprawl, high fatalities, environmental degradation, and worsened societal disparity.</div><div>The recent advancements in machine learning, robotics, communication, and computing technologies prompt the emergence of agentic transportation systems (ATS) to potentially address these chronic issues and transform how people access resources and opportunities. In ATS, intelligent machines serve as autonomous intermediaries, facilitating the interactions among humans and between humans and infrastructure. From this new standpoint, early-stage ATS—such as autonomous vehicles, on-demand ridesharing platforms, generative design tools, construction robots, and anomaly detection equipment—have already begun to enter society, calling for an understanding about whether the current research and practice in transportation planning and engineering are ready for ATS. A review of recent literature reveals four main categories of research: (1) co-visioning, co-planning, and co-design; (2) co-construction and co-maintenance; (3) co-control, co-operation, and co-management; and (4) co-usage and co-consumption. The review suggests a significant lack of studies on the proactive integration of agentic machines within and across individual lifecycle phases, risking severe and irreversible consequences. Accordingly, the paper proposes a framework to guide the development of ATS to be justifiable, inclusive, and adaptable (JIA) and ensure the intelligence <em>in</em> and <em>of</em> the next-generation HMTS to be genuinely human-centered and societally beneficial.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 78-97"},"PeriodicalIF":6.3,"publicationDate":"2025-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144221087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Blind tickets to solve the inefficiencies of subsidies for residents in air transport markets 盲票解决航空运输市场对居民补贴效率低下的问题
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-05-29 DOI: 10.1016/j.tranpol.2025.05.029
Juana M. Alonso, M. Pilar Socorro
{"title":"Blind tickets to solve the inefficiencies of subsidies for residents in air transport markets","authors":"Juana M. Alonso,&nbsp;M. Pilar Socorro","doi":"10.1016/j.tranpol.2025.05.029","DOIUrl":"10.1016/j.tranpol.2025.05.029","url":null,"abstract":"<div><div>Subsidies for passengers living on islands or in remote regions are common in European air transport markets. However, the literature on subsidies for resident passengers highlights their inefficiencies since they may imply increases in fares and non-residents' exclusion. This paper analyses the optimality of blind tickets - cheap surprise flight tickets without knowing the final destination - to manage those inefficiencies. This pricing strategy allows airlines to discriminate between resident and non-resident passengers by creating two different markets - one transparent and the other opaque. While resident passengers may be better off because of additional discounts, non-residents, who were excluded from the market, are now able to fly by purchasing blind tickets. We prove that, unless the proportion of residents is very low, blind tickets always imply an increase in social welfare and that this increase does not depend on passengers’ risk attitude. To illustrate this welfare improvement due to blind tickets under different market conditions, we include some numerical examples based on real data from Spain, where residents of the Canary Islands, Balearic Islands, and the autonomous cities of Ceuta and Melilla receive a 75 per cent discount on flight ticket fares.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 140-156"},"PeriodicalIF":6.3,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144240115","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Simulation based pre-implementation cost evaluation framework for integrated public transit services 基于仿真的综合公共交通服务实施前成本评估框架
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-05-26 DOI: 10.1016/j.tranpol.2025.05.002
Avani Aravind , Suvin P. Venthuruthiyil , Sabya Mishra , Candace Brakewood
{"title":"Simulation based pre-implementation cost evaluation framework for integrated public transit services","authors":"Avani Aravind ,&nbsp;Suvin P. Venthuruthiyil ,&nbsp;Sabya Mishra ,&nbsp;Candace Brakewood","doi":"10.1016/j.tranpol.2025.05.002","DOIUrl":"10.1016/j.tranpol.2025.05.002","url":null,"abstract":"<div><div>The growing demand for integrated and shared mobility services has resulted in a number of public–private partnerships, where public transit agencies and mobility companies collaborate to expand transit service coverage. Nonetheless, many collaborative efforts have failed due to financial restraints and low ridership. The failure of many of the integrated systems can be ascribed to the ineffective pre-implementation evaluation of the integrated system. The lack of a reliable performance evaluation tool capable of assessing the integrated system’s performance prior to implementation could be the case of such failures. Considering this gap, this paper proposes a support tool for decision process of multimodal integrated transport system that examines the viability of an integrated mobility service system comprised of a Fixed Route Transit (FRT) service system and on-demand services. The decision process is powered by an agent-based simulation framework that tests scenarios covering various modal integration strategies. The on-demand services could be Demand Response Transit (DRT) and Transportation Network Company (TNC) services, that particularly act as feeders for FRT to ensure first and last-mile connectivity. This study proposes four integration-strategies with ten potential integration scenarios and four non-integration scenarios, comprising a total of fourteen possible scenarios to complete a trip between any origin–destination pair. Using the agent-based simulation model, various scenarios can be constructed for origin–destination pairs, and based on the generalized system cost, the preferred integration strategy can be selected. The proposed model analyzed the generalized system cost for each scenario by incorporating three key cost components: user cost, agency cost, and external costs. The proposed method was implemented on two different networks, which are the Sioux Falls network and a real-world case study of the Morristown city network in Tennessee, United States. Simulation outcomes indicate that 69% of trips in the Sioux Falls network and 73% of trips in Morristown could be connected to the existing FRT network using feeder services as first and last-mile connectivity solutions. The results suggest that a properly evaluated integrated system could enhance the accessibility of FRT significantly. Therefore, the proposed methodology assesses the advantages of the integrated system prior to its implementation, assisting transit planners and policymakers in the efficient execution of integration strategies and enhancing user experience and mobility.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 28-49"},"PeriodicalIF":6.3,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144189350","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Integrating user values assessment with the augmented RFM model to enhance bus transit systems’ market segmentation 将用户价值评估与增强RFM模型相结合,增强公交系统的市场细分
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-05-26 DOI: 10.1016/j.tranpol.2025.05.028
Chao Yang , Wentao Dong , Quan Yuan , Rong Cao , Chengcheng Yu
{"title":"Integrating user values assessment with the augmented RFM model to enhance bus transit systems’ market segmentation","authors":"Chao Yang ,&nbsp;Wentao Dong ,&nbsp;Quan Yuan ,&nbsp;Rong Cao ,&nbsp;Chengcheng Yu","doi":"10.1016/j.tranpol.2025.05.028","DOIUrl":"10.1016/j.tranpol.2025.05.028","url":null,"abstract":"<div><div>Understanding “who deserves retention” is pivotal to save the recent bus ridership decline. Despite efforts in segmenting bus riders into various behavior statuses, which riders who need, and even deserve, intervention policies to retain are largely unknown, making it impossible to allocate limited retention resources in a precise manner. To address this critical issue, we augment traditional RFM models with retention policy-sensitivity and transit mode-preference dimensions to capture bus riders' user value index by employing the multi-category factor analysis to evaluate riders’ behavioral loyalty, intentional loyalty, consumption potential, and recent activity level with the Analytic Hierarchy Process and expert interviews. Based on the four evaluation metrics, we cluster the riders into five segments: High-potential, Possible churn, Regular, Bus-dependent, and Loyal and recommend targeted retention policies to suit the characteristics of these five segments. The proposed transit rider segmentation framework is supposed to provide references for transit operators to find the potential churners and those who need to be retained among the identified potential churners.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 50-62"},"PeriodicalIF":6.3,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144190077","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Navigating municipal dynamics: unraveling the political threads in Canadian transport decarbonization policies 导航城市动态:解开加拿大交通脱碳政策的政治线索
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-05-23 DOI: 10.1016/j.tranpol.2025.05.023
Mischa Young , Georges A. Tanguay , Adriane MacDonald , Ying Zhou , Angelina Giordano
{"title":"Navigating municipal dynamics: unraveling the political threads in Canadian transport decarbonization policies","authors":"Mischa Young ,&nbsp;Georges A. Tanguay ,&nbsp;Adriane MacDonald ,&nbsp;Ying Zhou ,&nbsp;Angelina Giordano","doi":"10.1016/j.tranpol.2025.05.023","DOIUrl":"10.1016/j.tranpol.2025.05.023","url":null,"abstract":"<div><div>Transportation is one of the most emissions-intensive sectors and crucial in the fight against climate change. Reducing emissions requires understanding the factors influencing sustainable transportation. While prior research has examined political identity's role in shaping preferences for low-carbon transport, broader voting patterns remain underexplored. This study analyzes municipal climate actions alongside 2021 Canadian federal election results to assess four policy levers designed to shift transportation behaviours. Four key findings emerge: 1) left-leaning and larger municipalities favor voluntary actions to support fuel and modal shifts; 2) levers involving price signals or mandates are less frequently implemented across political ideologies and population sizes; 3) policies targeting fuel and modal shifts correlate positively with population size; and 4) the political spectrum is associated with modal shift policies but not fuel shift policies. These insights highlight the impact of political inclination and population size on adopting sustainable transportation policies. Municipal regulators should consider these factors in their planning efforts. The findings also suggest that strategies involving price signals or mandates may face resistance, highlighting the need for a more nuanced approach. Future research should investigate why these strategies are unpopular and explore ways to broaden the toolkit available to transportation planners.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 128-139"},"PeriodicalIF":6.3,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144230794","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Beyond face Validity: Assessment of a participatory value evaluation for an institutionalized transport conflict 超越表面有效性:制度性交通冲突参与性价值评估的评估
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-05-22 DOI: 10.1016/j.tranpol.2025.05.024
Annamarie de Ruijter , Charlotte Tuit , Niek Mouter
{"title":"Beyond face Validity: Assessment of a participatory value evaluation for an institutionalized transport conflict","authors":"Annamarie de Ruijter ,&nbsp;Charlotte Tuit ,&nbsp;Niek Mouter","doi":"10.1016/j.tranpol.2025.05.024","DOIUrl":"10.1016/j.tranpol.2025.05.024","url":null,"abstract":"<div><div>The importance of public participation in transport planning continues to increase. Participatory Value Evaluation (PVE) is a relatively new instrument to involve citizens in transport planning. In a PVE, citizens are put into the shoes of a policymaker and see which polices are considered, the impacts of the policies and the constraint that the policymaker faces. Subsequently, citizens are asked to advise the policymaker on which policy options should be chosen and why.</div><div>So far PVE has been successfully applied in contexts in which citizens and stakeholders broadly agreed on the pursued policy goals. It is, however, unclear whether PVE is equally valuable in contexts in which stakeholders have conflicting interests. This paper investigates whether deploying PVE in an institutionalized transport conflict results in similar benefits and costs as in contexts where stakeholders pursue the same goals. We studied a PVE application in which 2466 participants provided recommendations to the government about decision-making regarding Schiphol Airport, the Netherlands. Stakeholders were involved in many phases of and decisions on the PVE design process. The aim of this research was twofold. First, to establish whether the benefits of applying PVE in an institutionalized transport conflict outweigh the costs. Second, to develop an instrument to assess the face validity of PVE as experienced by participants.</div><div>We find that PVE can provide similar benefits in the context of an institutionalized conflict compared to cases in which such a conflict was absent. Citizens participated who normally do not participate and the PVE produced useful outcomes for decision-making. However, a notable difference is that the design phase of the PVE involved several feedback rounds which made it much more time-intensive than other cases. Hence, the benefit that PVE requires low time investment of civil servants that emerged in other studies was not applicable when applying PVE to an institutionalized transport conflict setting. Furthermore, stakeholders could not agree on various design choices of the PVE. To satisfy the diverging requests of stakeholders a very lengthy PVE was constructed. As a result, the satisfaction among participants about its face validity was relatively low.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 114-127"},"PeriodicalIF":6.3,"publicationDate":"2025-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144230795","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Development impact of airport capacity expansion with city-airport expressway connection in Asia's emerging economies: Evidence on nighttime light intensity from Ha Noi 亚洲新兴经济体机场容量扩张与城市-机场高速公路连接的发展影响:来自河内的夜间光强度证据
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-05-22 DOI: 10.1016/j.tranpol.2025.05.025
Ho Canh Vinh , Nguyen Hoang Tung , Jin Murakami , Hironori Kato
{"title":"Development impact of airport capacity expansion with city-airport expressway connection in Asia's emerging economies: Evidence on nighttime light intensity from Ha Noi","authors":"Ho Canh Vinh ,&nbsp;Nguyen Hoang Tung ,&nbsp;Jin Murakami ,&nbsp;Hironori Kato","doi":"10.1016/j.tranpol.2025.05.025","DOIUrl":"10.1016/j.tranpol.2025.05.025","url":null,"abstract":"<div><div>Major cities in Asia's emerging economies continue to deliver megaprojects for airport capacity expansion, including city-airport ground transportation connection, to meet growing air travel demand, support dynamic supply chain reconfiguration, and promote wider urban economic development. Nevertheless, there is little evidence about whether and how such megaprojects can transform cities for airport-linked development in Asia's emerging economies. This study examines the development impact of new terminal construction with city-aiport expressway connection projects by analyzing changes in nighttime light intensity (NTL) along the new ground transportation corridor in Ha Noi, Viet Nam. In this microgeographic impact analysis, NTL is assumed to indicate the degree of urban economic activity or development. A spatial-temporal dataset was organized on a 500-m grid-cell scale as the unit of analysis covering a 12-km distance buffer area from the new city-airport ground transportation corridor for 2012–2020. Based on a quasi-experimental design framework, difference-in-differences (DID) estimation techniques were applied to pursue causal inference. The results of the DID model analysis present that the impact of new terminal construction with city-airport expressway connection projects on NTL is significantly positive near the new ground transportation corridor. An additional analysis further reveals that the NTL impact tends to be greater near the city center, significant regardless of residential density, and significant in already well-developed locations. These empirical findings highlight the importance of city-airport expressway connection along with strategic land reform programs and land-use rezoning practices in distributing and amplifying the catalytic effects of airport capacity expansion citywide in Asia's emerging economies.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 63-77"},"PeriodicalIF":6.3,"publicationDate":"2025-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144221077","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Impacts of transport infrastructure on agricultural total factor productivity in Asian countries 交通基础设施对亚洲国家农业全要素生产率的影响
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-05-22 DOI: 10.1016/j.tranpol.2025.05.022
Muhammad Abbas Khan , Guohua Ni , Teng Man , Shah Saud
{"title":"Impacts of transport infrastructure on agricultural total factor productivity in Asian countries","authors":"Muhammad Abbas Khan ,&nbsp;Guohua Ni ,&nbsp;Teng Man ,&nbsp;Shah Saud","doi":"10.1016/j.tranpol.2025.05.022","DOIUrl":"10.1016/j.tranpol.2025.05.022","url":null,"abstract":"<div><div>Efficient and accessible transportation infrastructure is essential for agricultural growth, especially in areas where food security and rural livelihoods rely significantly on effective supply chain operations. This study investigates the relationship between transport infrastructure and agricultural factor productivity, focusing on how infrastructure quality and accessibility influence agricultural efficiency. Using a comprehensive dataset of 44 Asian economies from 1990 to 2022, we analyze the impact of investments in rural roads, highways, and railways on agricultural productivity. The findings suggest that transport infrastructure improves agricultural efficiency by reducing logistics costs, enhancing market access, and minimizing post-harvest losses. Furthermore, results show that intellectual capital facilitates the effectiveness of infrastructure investments and enhances labor and capital efficiency. The outcomes show that developed economies invest more in transport infrastructure, while developing economies are still progressing, highlighting the need for targeted investments in underserved rural areas to reduce regional disparities and improve supply chain efficiency. The study concludes by identifying limitations and suggesting avenues for future research, including integrating emerging technologies such as digital logistics platforms and smart infrastructure in agricultural systems.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 18-27"},"PeriodicalIF":6.3,"publicationDate":"2025-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144177479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
The effect of high-speed railway connections on economic development in China's peripheral cities: A perspective of innovation capacity 高铁连接对中国周边城市经济发展的影响:创新能力的视角
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-05-19 DOI: 10.1016/j.tranpol.2025.05.018
Shuang Lyu, Tieshan Sun, Xiangyu Sun
{"title":"The effect of high-speed railway connections on economic development in China's peripheral cities: A perspective of innovation capacity","authors":"Shuang Lyu,&nbsp;Tieshan Sun,&nbsp;Xiangyu Sun","doi":"10.1016/j.tranpol.2025.05.018","DOIUrl":"10.1016/j.tranpol.2025.05.018","url":null,"abstract":"<div><div>The impact of high-speed railway (HSR) on the development of peripheral cities is a two-way process, yet research on this topic remains limited and yields mixed results. This paper develops a spatial general equilibrium model that incorporates labor mobility costs and regional productivity heterogeneity to analyze the relationship between HSR and the economic development of peripheral cities. By utilizing a dataset on China's HSR construction from 2003 to 2019, this study investigates the impact of HSR on peripheral cities through the perspective of innovation capacity. A difference-in-differences model is employed to explore the heterogeneous effects of HSR on these cities. The findings reveal that, on average, HSR construction does not significantly affect the economic development of peripheral cities. However, when accounting for differences in innovation capacity, peripheral cities with stronger innovation capacity are better positioned to leverage the positive effects of HSR connections. Analyzing the city-pair level data, we find that peripheral cities with higher innovation capacity experience fewer labor outflows. Our findings contribute to the existing literature on the impact of HSR connections on the economic development of peripheral cities and offer insights for local governments in making informed decisions about HSR construction and the enhancement of local innovation capacity.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 1-17"},"PeriodicalIF":6.3,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144169753","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Urban and regional Air Mobility (URAM) and relocation decisions in the United States: Insights from a machine learning-supported path analysis 美国城市和区域空中交通(URAM)和搬迁决策:来自机器学习支持的路径分析的见解
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-05-19 DOI: 10.1016/j.tranpol.2025.05.021
Ningzhe Xu , Javier Pena-Bastidas , Chenxuan Yang , Jun Liu , Trayce Hockstad , Steven Jones
{"title":"Urban and regional Air Mobility (URAM) and relocation decisions in the United States: Insights from a machine learning-supported path analysis","authors":"Ningzhe Xu ,&nbsp;Javier Pena-Bastidas ,&nbsp;Chenxuan Yang ,&nbsp;Jun Liu ,&nbsp;Trayce Hockstad ,&nbsp;Steven Jones","doi":"10.1016/j.tranpol.2025.05.021","DOIUrl":"10.1016/j.tranpol.2025.05.021","url":null,"abstract":"<div><div>Urban and Regional Air Mobility (URAM) uses electric vertical takeoff and landing (eVTOL) aircraft to offer efficient, sustainable transportation within and between urban and regional areas. While existing studies have primarily focused on public interest and willingness to adopt URAM, its potential implications for residential and workplace relocation decisions remain underexplored. By substantially reducing travel times, URAM may disrupt conventional location constraints for daily commuters. This study surveys over 1000 individuals across the United States to assess perceptions of URAM and its influence on relocation decisions. A combination of path analysis and machine learning techniques—including Naïve Bayes, K-Nearest Neighbors, Random Forest, Support Vector Machine, and Neural Networks—is employed to explore the associations among sociodemographic factors, travel behavior, URAM perceptions, and relocation decisions. Results indicate that higher income and employment in technical occupations are positively associated with URAM interest, while older age, larger household sizes, and carpooling habits are negatively associated. Educational attainment, income, and commuting preferences also shape the extent to which URAM is considered as an alternative to relocation. Path analysis reveals intricate indirect effects, some of which amplify or reverse direct influences on relocation behavior. The insights from this study suggest that, for example, URAM planning should account for access disparities for rural residents and older populations, support mobility for high-tech workers, and anticipate land use changes around future vertiport hubs.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"170 ","pages":"Pages 92-109"},"PeriodicalIF":6.3,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144116784","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
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