Transport Policy最新文献

筛选
英文 中文
Examining the determinants of microtransit use and ridesharing based on trip microdata 基于出行微数据研究微交通使用和拼车的决定因素
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-07-21 DOI: 10.1016/j.tranpol.2025.07.006
Subid Ghimire, Eleni Bardaka
{"title":"Examining the determinants of microtransit use and ridesharing based on trip microdata","authors":"Subid Ghimire,&nbsp;Eleni Bardaka","doi":"10.1016/j.tranpol.2025.07.006","DOIUrl":"10.1016/j.tranpol.2025.07.006","url":null,"abstract":"<div><div>Microtransit is a technology-driven public transportation service that accommodates on-demand trip requests and dynamically adjusts its routing based on real-time origin–destination patterns. It provides shared rides with flexible pick-up and drop-off locations and incorporates trip scheduling and fare payment in a smartphone application. Although many jurisdictions in North America have initiated microtransit pilots in recent years, our understanding of these systems remains limited due to the lack of empirical research. This study identifies a methodological framework to investigate the neighborhood sociodemographic, built environment, and other spatial and temporal attributes associated with higher public microtransit use based on trip microdata. As microtransit demand tends to be sparse, resulting in excess zeros in the dependent variable, hurdle negative binomial models are selected as a suitable approach for explaining microtransit passenger pick-ups and drop-offs at a small spatiotemporal resolution. This research also empirically explores the factors significantly influencing ridesharing in public microtransit. Although microtransit vehicles are designed to serve multiple passengers simultaneously, a substantial portion of microtransit trips is single-passenger in practice. A binary logit model is estimated to identify how system-level and local microtransit demand, trip characteristics, and the built environment contribute to the probability of a microtransit trip being shared with another booking. The microtransit system with the highest ridership in North Carolina, operating in the City of Wilson—a community with a large transit-dependent population—serves as our empirical example. Our findings indicate that neighborhoods with lower-income, carless, African American, and younger populations generate greater demand for microtransit. We also find that a larger female population is associated with more microtransit trips, potentially because women are less likely to have a driver’s license or access to personal vehicles, especially in vehicle-deficit households. On average, the likelihood of ridesharing increases for longer trips and when the service experiences high demand but decreases for trips that require a wheelchair-accessible vehicle. Urban areas and local employment and commercial centers are associated with more trips as well as a higher probability of ridesharing.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"172 ","pages":"Article 103725"},"PeriodicalIF":6.3,"publicationDate":"2025-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145010548","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
Does location of entrance/exit matter? Reexamining built environment factors of commuter ridership using high-quality LBS data 出入口的位置重要吗?使用高质量LBS数据重新检查通勤乘客的建成环境因素
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-07-21 DOI: 10.1016/j.tranpol.2025.07.031
Congxiao Yan , Yueer Gao , Xingyu Liang , Xianlong Chen , Zhengtao Qin , Quan Yuan
{"title":"Does location of entrance/exit matter? Reexamining built environment factors of commuter ridership using high-quality LBS data","authors":"Congxiao Yan ,&nbsp;Yueer Gao ,&nbsp;Xingyu Liang ,&nbsp;Xianlong Chen ,&nbsp;Zhengtao Qin ,&nbsp;Quan Yuan","doi":"10.1016/j.tranpol.2025.07.031","DOIUrl":"10.1016/j.tranpol.2025.07.031","url":null,"abstract":"<div><div>Previous studies have primarily concentrated on metro ridership and its built environment, while often neglecting the role of entrances or exits in each metro station. This oversight can be attributed to the difficulties of applying large-scale spatial data with sufficient precision to accurately identify ridership associated with single entrances or exits. In this study, we used a new type of Location Based Services (LBS) data, the commuter Origin-Destination (OD) data, to calculate Entrance/Exit Ridership (EER) in Xiamen, China. Using the Ordinary Least Squares (OLS) model, and the Random Forest (RF) model with the Shapley Additive exPlanations (SHAP), we explored how EER and the Proportion of Entrance/Exit Ridership (PEER) are subject to the built environment factors at the global level and the station level. The results indicated that more travelers are distributed in some regions of the island and some business parks, but these stations also demonstrate wide heterogeneity in terms of PEER. The density category variable shows a high positive correlation with EER, and shopping POI and intersection have a negative correlation with EER. Compared with EER, PEER is more relevant to more variables, especially the variables related to entrance/exit characteristics. According to the RF model, the influence of built environment variables on the EER and PEER also shows nonlinear and threshold effects. Our findings show that planners should consider the location and number of entrances/exits combined with built environment, in addition to the distribution of working and resident population. This study aims to improve passenger experience through enhanced travel convenience and comfort, providing a foundation for evidence-based policy development and urban design strategies in transit-oriented development.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"173 ","pages":"Article 103750"},"PeriodicalIF":6.3,"publicationDate":"2025-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145049750","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
Top-down versus bottom-up: How green finance drives sustainable development in cold chain logistics? 自上而下与自下而上:绿色金融如何推动冷链物流可持续发展?
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-07-21 DOI: 10.1016/j.tranpol.2025.07.030
Beifei Yuan, Fengming Tao, Zhaokun Guo, Jiaqi Ren, Ziwei Zhu, Chuhan Zhou
{"title":"Top-down versus bottom-up: How green finance drives sustainable development in cold chain logistics?","authors":"Beifei Yuan,&nbsp;Fengming Tao,&nbsp;Zhaokun Guo,&nbsp;Jiaqi Ren,&nbsp;Ziwei Zhu,&nbsp;Chuhan Zhou","doi":"10.1016/j.tranpol.2025.07.030","DOIUrl":"10.1016/j.tranpol.2025.07.030","url":null,"abstract":"<div><div>The rapid advancement of cold chain logistics has underscored the importance of sustainability, positioning green finance as a crucial catalyst for its sustainable development, a theme extensively discussed among scholars and policymakers. However, empirical examinations into the specific impacts of green finance on this sector remain limited. This study utilizes panel data from 30 provinces in China (2010–2022) to analyze the effects of green finance on the sustainable development of cold chain logistics and the underlying mechanisms involved. The findings reveal that (1) The sustainable development of cold chain logistics in China has progressively improved over the years, albeit with notable disparities persisting across provinces. Moreover, green finance plays a crucial role in advancing the sustainability of cold chain logistics. (2) It further promotes this sustainability by fostering green technological innovation. Public environmental awareness exerts a positive moderating effect on the impact of green finance, while governmental environmental regulations have not achieved the expected outcomes. (3) The positive impact of green finance on the sustainable development of cold chain logistics is particularly pronounced in the eastern region and areas exhibiting higher economic development, highlighting significant regional heterogeneity. These insights provide innovative strategies for achieving sustainable development in cold chain logistics in China and provide critical perspectives for other nations pursuing similar sustainability objectives.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"173 ","pages":"Article 103749"},"PeriodicalIF":6.3,"publicationDate":"2025-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145118196","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
Traveler perceived service quality and satisfaction with public transport: The influence of digital competence and environmental attitudes 旅客感知的公共交通服务质量和满意度:数字能力和环境态度的影响
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-07-20 DOI: 10.1016/j.tranpol.2025.07.022
Jonas Nilsson , Johan Jansson , Kimberly Nicholas , Chunli Zhao
{"title":"Traveler perceived service quality and satisfaction with public transport: The influence of digital competence and environmental attitudes","authors":"Jonas Nilsson ,&nbsp;Johan Jansson ,&nbsp;Kimberly Nicholas ,&nbsp;Chunli Zhao","doi":"10.1016/j.tranpol.2025.07.022","DOIUrl":"10.1016/j.tranpol.2025.07.022","url":null,"abstract":"<div><div>As public transport is becoming more reliant on digitalizing services, by for example using apps to sell tickets and provide information, it is important for policy to study how this influences customer perceived service quality and satisfaction. In addition, as public transport is viewed as a more environmentally benign form of transportation it also becomes important to monitor how environmental attitudes influence traveler satisfaction. Using the theoretical underpinnings of utilitarian and experience quality we surveyed 4200 public transport travelers in Sweden focusing on digital competence and environmental attitudes. Using structural equation modelling we find that both digital competence and environmental attitudes influence perceived quality and customer satisfaction so that travelers who 1) are able to deal with digital tools like smart-phone applications in public transport, and 2) have strong environmental attitudes, perceive the quality of the public transport service to be better. We suggest that policymakers could increase public transport ridership and quality perceptions by more clearly communicating the environmental benefits of public transport and educate travelers on the digital tools they provide to help provide their services.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"172 ","pages":"Article 103741"},"PeriodicalIF":6.3,"publicationDate":"2025-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145010555","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
Extending UTAUT2 for elderly high-speed rail adoption: Incorporating novel health and transportation independence moderators in an urban-rural comparative analysis 扩展老年人高铁采用UTAUT2:在城乡比较分析中纳入新的健康和交通独立性调节因子
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-07-19 DOI: 10.1016/j.tranpol.2025.07.029
Natcha Limpasirisuwan , Thanapong Champahom , Adisorn Dangbut , Fareeda Watcharamaisakul , Sajjakaj Jomnonkwao , Vatanavongs Ratanavaraha
{"title":"Extending UTAUT2 for elderly high-speed rail adoption: Incorporating novel health and transportation independence moderators in an urban-rural comparative analysis","authors":"Natcha Limpasirisuwan ,&nbsp;Thanapong Champahom ,&nbsp;Adisorn Dangbut ,&nbsp;Fareeda Watcharamaisakul ,&nbsp;Sajjakaj Jomnonkwao ,&nbsp;Vatanavongs Ratanavaraha","doi":"10.1016/j.tranpol.2025.07.029","DOIUrl":"10.1016/j.tranpol.2025.07.029","url":null,"abstract":"<div><div>This study extends the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2) by incorporating health status and transportation independence as novel moderators to examine high-speed rail adoption intentions among elderly populations in Thailand. Using structural equation modeling on survey data from 2936 elderly respondents (1470 urban and 1493 rural), this study investigated the determinants of adoption intentions and their variations across geographical contexts. Results reveal that social influence, facilitating conditions, and effort expectancy are the strongest predictors of behavioral intention in both urban and rural settings, while performance expectancy and price value showed non-significant effects, challenging conventional UTAUT2 assumptions. The extended model explains 65.0 % of variance in urban contexts versus 51.5 % in rural contexts. Health status demonstrates significant moderating effects on multiple relationships, particularly in urban settings, while transportation independence shows minimal moderation. Age moderates several relationships primarily in urban contexts, whereas gender shows no significant moderating effects. Hedonic motivation significantly influences rural but not urban adoption intentions. These findings challenge universal assumptions about technology acceptance and highlight the importance of context-specific approaches for elderly transportation technology adoption. The study contributes to theory by validating an elderly-specific UTAUT2 extension and provides practical implications for developing targeted strategies to enhance high-speed rail adoption across diverse elderly populations.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 933-959"},"PeriodicalIF":6.3,"publicationDate":"2025-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144694481","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 air mobility for airport access: Mode choice preferences and pricing considerations 机场的城市空中交通:模式选择偏好和定价考虑
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-07-19 DOI: 10.1016/j.tranpol.2025.07.027
Filippos Adamidis , Chiara Caterina Ditta , Hao Wu , Maria Nadia Postorino , Constantinos Antoniou
{"title":"Urban air mobility for airport access: Mode choice preferences and pricing considerations","authors":"Filippos Adamidis ,&nbsp;Chiara Caterina Ditta ,&nbsp;Hao Wu ,&nbsp;Maria Nadia Postorino ,&nbsp;Constantinos Antoniou","doi":"10.1016/j.tranpol.2025.07.027","DOIUrl":"10.1016/j.tranpol.2025.07.027","url":null,"abstract":"<div><div>The increasing use of commercial aviation in the last decades has urged us to reconsider landside airport accessibility to meet the evolving demand. At the same time, the third (vertical) dimension in urban and suburban areas – i.e. the lower airspace up to 500 m above the ground – has yet to be substantially exploited for transportation. Soon, technological advances in electric vertical take-off and landing (eVTOL) aircraft could enable the commercial use of Urban Air Mobility (UAM) for airport access. Through a case study in Bavaria, Germany, and Austria, this research aims to investigate the potential users’ willingness to pay for a novel UAM AirShuttle service, which could connect the airport of Munich with important points in its catchment area, and to analyse their transportation mode choices when accessing the airport. A stated preference mode choice survey was disseminated through an online panel during March 2023 in the catchment area of the airport to assess the current travel behaviour of the population, including the ownership of mobility instruments, the current state of airport accessibility and the satisfaction of the respondents (<em>N=</em>218) with the currently available modes. Furthermore, the survey investigated directly how much the respondents were willing to pay to use the AirShuttle and their sociodemographic background. The results were evaluated using descriptive statistical analyses and discrete choice modelling. The findings reveal that most respondents were satisfied with the current access modes and found their pricing reasonable. On the other hand, their willingness to pay for UAM services was lower than expected. This study yields important implications for the industrial stakeholders of UAM and for policymakers; by analysing the results, it was concluded that the expectations of the industry and potential customers regarding UAM pricing in the short term could be different and that its benefits and implications for society should be carefully weighed by policymakers.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 1025-1040"},"PeriodicalIF":6.3,"publicationDate":"2025-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144722934","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
Port ship congestion and Port-oriented cities air pollution: the role of machine learning models in transportation environmental governance 港口船舶拥堵与港口城市空气污染:机器学习模型在交通环境治理中的作用
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-07-18 DOI: 10.1016/j.tranpol.2025.07.023
Miao Su , Jiankun Li , Woohyoung Kim
{"title":"Port ship congestion and Port-oriented cities air pollution: the role of machine learning models in transportation environmental governance","authors":"Miao Su ,&nbsp;Jiankun Li ,&nbsp;Woohyoung Kim","doi":"10.1016/j.tranpol.2025.07.023","DOIUrl":"10.1016/j.tranpol.2025.07.023","url":null,"abstract":"<div><div>Port-oriented cities worldwide are facing significant challenges due to port congestion and environmental concerns. However, research quantifying the relationship between port congestion and air pollution in port towns is limited. This study used deep learning predictive models to examine the influence of port congestion on particulate matter (PM) levels within port-oriented cities. The study centered on Shanghai, a major Chinese port city, analyzing 30,590 records over six years (January 1, 2017, to December 30, 2022) on PM concentrations, meteorological conditions, and port congestion. This study evaluated three deep learning models (LSTM, BILSTM, and CNN-LSTM) for long-term time series forecasting using two datasets: one with air pollutants and meteorological data, and another adding port congestion data. Performance was assessed using MAE, MSE, and RMSE metrics. The results show that the CNN-LSTM models exhibit the best prediction performance and all models improve when port congestion data is included. This indicates that air pollution in port-oriented cities is influenced by port congestion dynamics. Specifically, This study elucidates the intricate relationship between port congestion and air pollution in port-oriented cities through machine learning modeling. These findings offer significant decision-making assistance for shipping businesses and policymakers regarding port-oriented cities strategic planning and environmental risk management.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 896-915"},"PeriodicalIF":6.3,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144678867","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
Passengers’ vertiport choices for integrated urban air mobility and airline services 乘客对综合城市空中交通和航空服务的垂直选择
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-07-18 DOI: 10.1016/j.tranpol.2025.07.028
Ying Zhao , Yan Hu , Tao Feng , Anming Zhang
{"title":"Passengers’ vertiport choices for integrated urban air mobility and airline services","authors":"Ying Zhao ,&nbsp;Yan Hu ,&nbsp;Tao Feng ,&nbsp;Anming Zhang","doi":"10.1016/j.tranpol.2025.07.028","DOIUrl":"10.1016/j.tranpol.2025.07.028","url":null,"abstract":"<div><div>Vertiports are essential hubs for Urban Air Mobility (UAM) airport shuttles, however, passenger choice behavior in vertiports remains underexplored. In this paper, we conducted a stated choice experiment in Beijing and applied a mixed logit model with interaction effects to examine passengers’ heterogeneous choice preferences in the context of synchronized UAM and airline services. Results show passengers generally prefer small, nearby vertiports, integrated with public transport, and equipped with multiple facilities and services. Preferences vary notably among middle-income groups (100,000–200,000 CNY/year), and passengers with helicopter experience prefer less proximate vertiports due to noise and privacy concerns. Elasticity analyses underscore the critical influence of access distance, providing valuable insights for policymakers and UAM service providers in infrastructure planning and development.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 960-969"},"PeriodicalIF":6.3,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144703056","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
Every Stop Counts: Evaluating the impact of a new penalty amendment for non-yielding drivers on reducing road traffic injuries and deaths in Taiwan 每一站都有价值:评估对不让步司机的新处罚修正案对减少台湾道路交通伤亡的影响
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-07-18 DOI: 10.1016/j.tranpol.2025.07.021
Cheng-Kai Hsu , Bonnie S. Wang , Hsuan Lo , Chin-Wei Chen
{"title":"Every Stop Counts: Evaluating the impact of a new penalty amendment for non-yielding drivers on reducing road traffic injuries and deaths in Taiwan","authors":"Cheng-Kai Hsu ,&nbsp;Bonnie S. Wang ,&nbsp;Hsuan Lo ,&nbsp;Chin-Wei Chen","doi":"10.1016/j.tranpol.2025.07.021","DOIUrl":"10.1016/j.tranpol.2025.07.021","url":null,"abstract":"<div><div>Pedestrian safety remains a critical concern worldwide, particularly in motorcycle-dominant settings such as Taiwan, where failure to yield the right-of-way to pedestrians is a prevalent issue. In response to growing public concerns over pedestrian safety, the Taiwan government implemented stricter monetary penalties for drivers failing to yield to pedestrians on June 30, 2023, representing a major legislative change aimed at deterring unsafe driving behavior, improving compliance with traffic laws, and fostering a more pedestrian-friendly road culture. This study evaluates whether this major legislative change has achieved its intended goals by examining its impact on the frequency and severity of road traffic incidents. Using a quasi-experimental study design, we found that the policy led to a gradual decline in incident frequency but an immediate reduction in crash severity. Its effect on incident frequency was particularly pronounced for pedestrian-involved crashes, with injury risks decreasing by approximately 11% for both car-to-pedestrian (RR = 0.89; 95% CI: 0.86, 0.92) and motorcycle-to-pedestrian crashes (RR = 0.89; 95% CI: 0.86, 0.91). In contrast, the likelihood of fatal outcomes dropped more sharply, with a 40% reduction observed across all crashes (RR = 0.60; 95 % CI: 0.42, 0.85). Our findings suggest that drivers may have quickly adapted their driving patterns to comply with the policy, reducing fatalities among crashes that did occur, while the slower decline in incident frequency likely reflects the time needed for broader behavioral changes, such as improved yielding, attentiveness, and rule adherence, to become routine. Notably, the policy's impact on reducing severity was stronger under low-visibility road conditions such as poorly lit settings, underscoring its particular effectiveness in mitigating risks in challenging driving scenarios. The findings underscore the importance of targeted legislative actions, such as stricter penalties, as an effective approach to promoting yielding behavior and enhancing pedestrian safety.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 1041-1049"},"PeriodicalIF":6.3,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144722935","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
Buy or lease the battery? Understanding consumers’ non-compensatory and heterogeneous preferences for electric bicycle business models 买电池还是租电池?了解消费者对电动自行车商业模式的非补偿性和异质性偏好
IF 6.3 2区 工程技术
Transport Policy Pub Date : 2025-07-18 DOI: 10.1016/j.tranpol.2025.07.014
Jiang Ning , Jingxu Chen , Xize Liu , Xuewu Chen , Boning Yu
{"title":"Buy or lease the battery? Understanding consumers’ non-compensatory and heterogeneous preferences for electric bicycle business models","authors":"Jiang Ning ,&nbsp;Jingxu Chen ,&nbsp;Xize Liu ,&nbsp;Xuewu Chen ,&nbsp;Boning Yu","doi":"10.1016/j.tranpol.2025.07.014","DOIUrl":"10.1016/j.tranpol.2025.07.014","url":null,"abstract":"<div><div>The rapid growth of the electric bicycle (e-bike) market has sparked the emergence of innovative business models, notably the battery-leasing model (BLM) as an alternative to the conventional buying model (CBM). Although BLM holds promise for meeting diverse consumer demands, its viability hinges on unclear preferences between competing business models. This study investigates consumers’ heterogeneous preferences between CBM and BLM using stated choice experiments conducted in China, focusing on their non-compensatory behaviors. First, the latent class model identifies two distinct consumer groups: the CBM-preference subgroup (70.9 %) and the BLM-preference subgroup (29.1 %), with the latter exhibiting higher awareness of BLM and valuing its benefits. Subsequently, the latent class model with attribute cut-offs further reveals non-compensatory behavior. Overall sample attribute thresholds (i.e., cut-offs) reveal that 47.6 % of respondents require BLM purchase costs at least 20 % below CBM’s, while only 27.4 % accept 50 % higher operating costs than CBM. However, the attribute cut-offs differ significantly between the groups: the BLM-preference subgroup require a smaller average purchase cost discount than the CBM-preference subgroup (500 CNY vs. 800 CNY) and tolerate a larger annual operating cost increase (360 CNY vs. 120 CNY). When these cut-off values are exceeded, the probability of consumers choosing BLM decreases significantly, particularly among the CBM-preference subgroup. Additionally, the BLM-preference subgroup shows less concern about the cut-off for the distance to a battery swapping station. These findings enable operators to evaluate BLM’s viability from a consumer perspective and offer valuable insights into the sustainable development of innovative business models.</div></div>","PeriodicalId":48378,"journal":{"name":"Transport Policy","volume":"171 ","pages":"Pages 1064-1075"},"PeriodicalIF":6.3,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144723906","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
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信