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Assessing the importance of travel habit and the built environment in shaping elderly’s mobility patterns: A case study in the Netherlands 评估旅行习惯和建筑环境在塑造老年人移动模式中的重要性:荷兰的案例研究
IF 6.1 Q1 GEOGRAPHY Pub Date : 2026-06-01 Epub Date: 2025-12-17 DOI: 10.1016/j.urbmob.2025.100176
Chao Chen , Mengru Shao , Xiaoning Gu , Tao Feng
In the context of social resource inequality among the elderly, understanding elderly’s travel behavior is of importance for enhancing mobility services. Recent attention has been investigated the built environment impacts on travel decisions, however, the influencing mechanisms and its extent on elderly’s mobility patterns are not yet well understood. In particular, how the mode choice behavior of older population is shaped by their habitual behavior remains underexplored. Using the Dutch national travel survey data, this study explored the non-linear effects of historical travel patterns and the built environment on mode choice behaviors, as well as the heterogeneity across different aged groups. We found that historical travel patterns exert a larger impact on mode choice comparing to the built environment factors. Significant threshold effects of built environment factors on mode choice (indicating non-linear impacts) are observed. Older adults tend to walk within a travel distance of 2.5 km and use bike for longer trips beyond 3.5 km. The findings are valuable for policymakers in promoting active mobility patterns for older adults through infrastructure planning.
在老年人社会资源不平等的背景下,了解老年人的出行行为对加强出行服务具有重要意义。近年来,人们对建筑环境对老年人出行决策的影响进行了研究,但对建筑环境对老年人出行模式的影响机制和影响程度尚不清楚。特别是,老年人的模式选择行为是如何被他们的习惯行为所塑造的,仍然没有得到充分的研究。利用荷兰国家旅游调查数据,本研究探讨了历史旅游模式和建成环境对模式选择行为的非线性影响,以及不同年龄组之间的异质性。研究发现,历史出行模式对出行方式选择的影响大于建筑环境因素。建筑环境因素对模式选择的阈值效应显著(表明非线性影响)。老年人倾向于在2.5公里的旅行距离内步行,在3.5公里以上的长途旅行中使用自行车。研究结果对政策制定者通过基础设施规划促进老年人积极流动模式具有重要价值。
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引用次数: 0
Insights into Ridepooling efficiency: A case study analysis using a novel operational performance measure framework 对拼车效率的洞察:使用新型运营绩效衡量框架的案例研究分析
IF 6.1 Q1 GEOGRAPHY Pub Date : 2026-06-01 Epub Date: 2025-12-06 DOI: 10.1016/j.urbmob.2025.100173
Martin Lehnert , Christian Liebchen , Martin Schiefelbusch , Peter Bruder , Dennis Harmann
The efficiency of demand responsive transport (DRT) services, such as ridepooling, has garnered significant attention across various (simulation) studies. However, a deeper look into the metrics employed to assess system performance exposes notable discrepancies in their utilization. Notably, certain indicators, such as the pooling rate, demonstrate a susceptibility to manipulation based on input parameters, potentially skewing results to give a more favorable impression of service performance. In this paper, we show that, under such circumstances, achieving a fair comparison between study outcomes and with traditional (public) transport modes becomes challenging.
In light of these challenges, this study introduces a novel operational performance indicator: Operational System Efficiency (OSE). OSE is tailored to evaluate the operational efficiency of ridepooling systems in a holistic way. In particular, it combines important operational indicators such as detour factor and empty kilometers share, which are considered in numerous analyses. Hereby, OSE is fostering a more equitable assessment of service performance. We applied this methodology and calculated the indicators provided in other studies to two real-world trip datasets from ridepooling services in Berlin and Münster, Germany, and compared the results. Distinct disparities emerge in comparison with conventional efficiency indicators. Consequently, the proposed OSE holds promise for stakeholders, including service providers, public transport companies, and regulatory authorities, as a valuable tool for determining the suitability of a ridepooling service for a given locale relative to other transport modalities, while also providing a transparent assessment of its efficiency.
需求响应交通(DRT)服务的效率,如拼车,在各种(模拟)研究中引起了极大的关注。然而,更深入地研究用于评估系统性能的度量,就会发现它们的利用率存在显著差异。值得注意的是,某些指标,如池化率,显示出对基于输入参数的操纵的敏感性,可能会扭曲结果,从而给服务性能提供更有利的印象。在本文中,我们表明,在这种情况下,实现研究结果与传统(公共)交通方式之间的公平比较变得具有挑战性。鉴于这些挑战,本研究引入了一种新的运营绩效指标:运营系统效率(operational System Efficiency, OSE)。OSE旨在全面评估拼车系统的运营效率。特别是,它结合了重要的业务指标,如绕行系数和空公里份额,这是在许多分析中考虑的。因此,OSE正在促进对服务绩效的更公平的评估。我们将这一方法应用于其他研究中提供的指标,并将其计算到两个来自德国柏林和梅 nster的拼车服务的真实旅行数据集,并对结果进行比较。与传统效率指标相比,出现了明显的差距。因此,拟议的OSE为包括服务提供商、公共交通公司和监管机构在内的利益相关者带来了希望,作为一种有价值的工具,可以确定拼车服务相对于其他交通方式在特定地区的适用性,同时还提供了对其效率的透明评估。
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引用次数: 0
Designing ideal streetscapes with youth: Exploring transport values through participatory urban planning in Flanders 用年轻人设计理想街景:通过法兰德斯的参与式城市规划探索交通价值
IF 6.1 Q1 GEOGRAPHY Pub Date : 2025-12-01 Epub Date: 2025-10-15 DOI: 10.1016/j.urbmob.2025.100157
Hannah Hook , Joyce David
This research explores the transport-related values and priorities of pre-adolescents (aged 10–12) from socially vulnerable backgrounds through participatory urban planning workshops in Flanders, Belgium. Using a simple streetscape design tool, 16 individual and four group diagrams were analyzed to identify recurring themes in how pre-adolescents envision public spaces. The findings reveal a strong emphasis on slow and active mobility modes, particularly walking and cycling, alongside safety features such as green barriers and well-defined pedestrian zones, reflecting participants’ developmental needs for secure, accessible environments and their reliance on active modes. Participants consistently valued green spaces not only for safety and traffic calming but also for aesthetics and socialization, demonstrating an intuitive understanding of their multifunctional role. Social spaces, particularly benches and greenscapes, emerged as key elements supporting peer interaction and community engagement. Group designs highlighted challenges in balancing competing priorities, as participants struggled to integrate diverse elements into limited spaces, resulting in compromises that mirror real-world urban planning dilemmas. By emphasizing active mobility, safety, and inclusivity, participants’ designs align with principles of sustainable urban development. This study underscores the importance of engaging pre-adolescents in participatory processes, as their perspectives offer valuable insights for creating equitable, child-friendly environments that benefit all users. The results highlight the need for structured guidance to help youth navigate complex planning decisions and advocate for policies that incorporate their voices to shape more inclusive and sustainable cities.
本研究通过在比利时法兰德斯的参与式城市规划研讨会,探讨了来自社会弱势背景的学龄前青少年(10-12岁)的交通相关价值观和优先事项。使用简单的街景设计工具,分析了16个个体和4个组图,以确定青少年如何设想公共空间的反复出现的主题。研究结果显示,人们非常重视慢速和主动的出行方式,尤其是步行和骑自行车,同时还注重绿色屏障和明确的步行区等安全特征,这反映了参与者对安全、无障碍环境的发展需求,以及他们对主动模式的依赖。参与者一直重视绿色空间,不仅因为安全和交通平静,还因为美观和社交,展示了对其多功能作用的直观理解。社交空间,尤其是长凳和绿色景观,成为支持同伴互动和社区参与的关键元素。小组设计突出了平衡竞争优先级的挑战,因为参与者努力将不同的元素整合到有限的空间中,从而导致妥协,反映了现实世界的城市规划困境。通过强调主动移动性、安全性和包容性,参与者的设计符合可持续城市发展的原则。这项研究强调了让学龄前儿童参与参与进程的重要性,因为他们的观点为创造公平、儿童友好的环境提供了宝贵的见解,使所有用户受益。研究结果表明,有必要提供结构化指导,帮助青年应对复杂的规划决策,并倡导将他们的声音纳入政策,以塑造更具包容性和可持续性的城市。
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引用次数: 0
A systematic review of regression models for street vitality 街道活力回归模型的系统回顾
IF 6.1 Q1 GEOGRAPHY Pub Date : 2025-12-01 Epub Date: 2025-11-19 DOI: 10.1016/j.urbmob.2025.100158
Anastasiia Galaktionova , Aura-Luciana Istrate , Páraic Carroll
Street vitality represents complex phenomena, influenced by multiple interacting factors, but increasingly considered as a mark of successful built environments. Despite the proliferating vitality modelling in urban areas over the past decade, there has been a lack of critical assessment of results’ replicability, particularly concerning whether there are consistent predicting factors and determinants. This systematic review focuses on regression-based studies of street vitality, aiming to comparatively assess the models used, the factors most frequently employed, and their implications. From 62 articles, 155 regression models were extracted, featuring 16 proxies for vitality and 536 significant independent variables. The most robust were the spatial regression models, which successfully predicted 72% of vitality proxies on average. The identified proxies capture the presence of people, user-generated content, street view perceptions, mobility metrics, and other built environment metrics. While the significance of functional diversity and road density as independent variables is reinforced, the relationship between street vitality proxies and other factors is not always consistent, potentially due to contextual and cultural dissimilarities, besides variations in the factors’ measurement or data quality. The emphasis on physical aspects and the high goodness-of-fit observed in certain models may inadvertently diminish the importance of temporal or tactical interventions. Having certain variables serve as both dependent and independent variables in separate models underscores an ambiguity surrounding the vitality notion, while the extent to which different proxies reflect the actual street vitality remains unanswered.
街道活力是一种复杂的现象,受到多种相互作用因素的影响,但越来越多地被视为成功建筑环境的标志。尽管在过去十年中,城市地区的活力模型越来越多,但缺乏对结果可复制性的批判性评估,特别是关于是否存在一致的预测因素和决定因素。本文系统回顾了基于回归的街道活力研究,旨在比较评估所使用的模型、最常用的因素及其影响。从62篇文章中提取了155个回归模型,其中包含16个活力代理和536个显著自变量。最稳健的是空间回归模型,平均成功预测了72%的活力指标。已识别的代理捕获人的存在、用户生成的内容、街景感知、移动性指标和其他建筑环境指标。虽然功能多样性和道路密度作为自变量的重要性得到了加强,但街道活力代理与其他因素之间的关系并不总是一致的,这可能是由于环境和文化的差异,以及因素的测量或数据质量的差异。对物理方面的强调和在某些模型中观察到的高拟合优度可能无意中降低了时间或战术干预的重要性。在不同的模型中,某些变量既是因变量又是自变量,强调了围绕活力概念的模糊性,而不同的代理在多大程度上反映了实际的街道活力仍然没有答案。
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引用次数: 0
From district to street: A multi-scale analysis of spatial justice through the 15-minute city framework in Beyoğlu, Istanbul 从地区到街道:通过伊斯坦布尔Beyoğlu 15分钟城市框架对空间正义的多尺度分析
IF 6.1 Q1 GEOGRAPHY Pub Date : 2025-12-01 Epub Date: 2025-11-06 DOI: 10.1016/j.urbmob.2025.100163
Zehra Özcelik, Cenk Hamamcioglu
This study examines the 15-minute city approach from an accessibility perspective; it discusses the most important parameters of accessibility at the point where they intersect with spatial justice. The hypothesis is that if the principles underlying the 15-minute city approach, such as proximity, service distribution, diversity, and density, align with the foundational components of spatial justice, then the implementation of a 15-minute city framework can contribute to designing more equitable and mobility enhancing urban environments. To test this, the study identifies shared indicators between the two frameworks and investigates how they manifest in the context of a dense in Istanbul. Adopting a multi-method approach, the research integrates three complementary techniques: (1) GIS-based network analyses to assess proximity and density of key services; (2) a household survey to evaluate perceived accessibility; and (3) street-level physical space observations to assess the inclusiveness and adequacy of the built environment on a micro scale. The case study is conducted in Beyoğlu, a historically layered and spatially fragmented district, allowing for the examination of both structural and experiential components of access. The results indicate that, although spatial proximity and service density vary significantly across neighborhoods, there are still gaps between objective accessibility and daily experiences. The results demonstrate that the 15-minute city approach can promote spatial justice when proximity is supported by socially responsive infrastructure, inclusive design, and attention to affordability and governance. By synthesizing the principles of spatial justice with the 15-minute city approach and testing them empirically in Beyoğlu, the study contributes a conceptual framework and practical guidance for context-sensitive, equity-oriented urban policy.
本研究从可达性的角度考察了15分钟城市方法;它讨论了最重要的可达性参数,在它们与空间正义相交的地方。假设是,如果15分钟城市方法的基本原则,如邻近性、服务分布、多样性和密度,与空间正义的基本组成部分保持一致,那么15分钟城市框架的实施可以有助于设计更公平和流动性增强的城市环境。为了验证这一点,该研究确定了两个框架之间的共同指标,并调查了它们如何在伊斯坦布尔密集的背景下表现出来。该研究采用多方法方法,整合了三种互补技术:(1)基于gis的网络分析,评估关键服务的接近度和密度;(2)通过入户调查评价可达性感知;(3)街道物理空间观测,在微观尺度上评估建筑环境的包容性和充分性。案例研究在Beyoğlu进行,这是一个历史分层和空间碎片化的区域,允许对通道的结构和体验成分进行检查。结果表明,尽管不同街区的空间接近性和服务密度差异显著,但客观可达性与日常体验之间仍存在差距。结果表明,当邻近性得到社会响应性基础设施、包容性设计以及对可负担性和治理的关注的支持时,15分钟城市方法可以促进空间正义。通过将空间正义原则与15分钟城市方法相结合,并在Beyoğlu上进行实证测试,该研究为环境敏感、以公平为导向的城市政策提供了概念框架和实践指导。
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引用次数: 0
Sustainable Urban Mobility in Qatar: Transforming Doha’s Built Environment through Transit-Oriented Development (TOD) 卡塔尔的可持续城市交通:通过交通导向发展(TOD)改造多哈的建筑环境
IF 6.1 Q1 GEOGRAPHY Pub Date : 2025-12-01 Epub Date: 2025-11-08 DOI: 10.1016/j.urbmob.2025.100152
Raffaello Furlan , Reem Awwaad
Automobile dependence has long shaped mobility patterns across urban and suburban landscapes, resulting in congestion, social fragmentation, and economic inefficiencies. In response to climate change, rising greenhouse gas emissions, and volatile oil prices, cities worldwide are turning to public transit as a sustainable alternative. Transit-Oriented Developments (TODs) are increasingly recognized as a policy tool to reshape mobility, urban form, and urban livability.
Middle Eastern cities, historically reliant on private vehicles, are now making significant investments in transit infrastructure. Doha, the capital of Qatar, has undergone rapid economic and demographic expansion over the past two decades, largely driven by the hydrocarbon sector. To manage urban growth and enhance mobility, the city is implementing an integrated public transport system including the Doha Metro, Lusail LRT, and Bus Rapid Transit (BRT).
This study investigates three interrelated dimensions: (1) the integration of transit infrastructure with land use as part of Doha’s urban transformation, (2) the development trajectory of the Lusail LRT system, and (3) the policy relevance and livability impacts of TODs in Doha. The methodology combines spatial analysis of land use and transit networks with policy review and stakeholder perspectives, allowing for qualitative assessment of TOD opportunities, challenges, and impacts on urban quality of life.
The findings reveal that TODs can inform policy interventions aimed at reducing car dependence, enhancing accessibility, promoting mixed-use development, and fostering walkable, socially cohesive communities. Furthermore, they provide a transferable framework for developing socio-culturally contextualized TOD strategies in rapidly urbanizing, car-dependent settings. These insights extend beyond Doha, offering guidance for other Gulf cities seeking to balance modernization with sustainable and culturally sensitive urban development.
长期以来,对汽车的依赖塑造了城市和郊区的交通模式,导致拥堵、社会分裂和经济效率低下。为了应对气候变化、温室气体排放增加和油价波动,世界各地的城市都将公共交通作为一种可持续的选择。交通导向发展(TODs)越来越被认为是重塑流动性、城市形态和城市宜居性的政策工具。中东城市历来依赖私家车,现在正在大力投资交通基础设施。卡塔尔首都多哈在过去20年里经历了经济和人口的快速扩张,这在很大程度上是由油气行业推动的。为了管理城市增长和提高流动性,该市正在实施综合公共交通系统,包括多哈地铁、卢塞尔轻轨和快速公交(BRT)。本研究探讨了三个相互关联的维度:(1)作为多哈城市转型一部分的交通基础设施与土地利用的整合;(2)Lusail轻轨系统的发展轨迹;(3)多哈TODs的政策相关性和宜居性影响。该方法将土地利用和交通网络的空间分析与政策审查和利益相关者的观点相结合,从而对TOD的机遇、挑战和对城市生活质量的影响进行定性评估。研究结果表明,TODs可以为政策干预提供信息,旨在减少对汽车的依赖,提高可达性,促进混合用途开发,并培育适合步行的社会凝聚力社区。此外,它们为在快速城市化、依赖汽车的环境中制定社会文化背景下的TOD战略提供了一个可转移的框架。这些见解不仅适用于多哈,也为其他寻求在现代化与可持续和文化敏感的城市发展之间取得平衡的海湾城市提供了指导。
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引用次数: 0
Accessibility routing model for the safe navigation of vulnerable road users in urban environments 城市环境中弱势道路使用者安全导航的可达性路径模型
IF 6.1 Q1 GEOGRAPHY Pub Date : 2025-12-01 Epub Date: 2025-11-13 DOI: 10.1016/j.urbmob.2025.100164
Konstantinos Kaselouris, Xenia Karekla, Anastasia Koupani, Konstantinos Gkiotsalitis
Ensuring equitable access to urban environments is essential for inclusive cities. This study presents the development of an Accessibility Routing Model that improves navigation for physically able, mobility impaired, and visually impaired pedestrians. Unlike previous research that focused on footway width and slope to evaluate accessibility, this study, through an optimisation model, integrates key accessibility criteria, such as footway width, footway slope, kerb design, tactile paving, and the presence of obstacles. Based on extensive audits conducted in the municipality of Penteli (Athens), data were collected from over 400 locations, and accessibility maps were produced for each user group. The routing algorithm calculates the shortest accessible path or, if necessary, an alternative path with minimal violations of accessibility standards. A mobile application was developed to deliver real-time route suggestions tailored to users’ abilities. The paper highlights gaps in urban design and emphasizes the urgent need for improvements to foster independence and social inclusion for vulnerable road users. Keywords: accessibility mapping; accessibility routing model; navigation; inclusivity; mobility impaired pedestrians; visually impaired pedestrians.
确保公平利用城市环境对包容性城市至关重要。本研究提出了一种无障碍路径模型的开发,该模型可以改善身体健全、行动不便和视力受损的行人的导航。与以往的研究不同,本研究通过一个优化模型,整合了关键的可达性标准,如人行道宽度、人行道坡度、路边设计、触觉铺装和障碍物的存在。根据在Penteli市(雅典)进行的广泛审计,从400多个地点收集了数据,并为每个用户组制作了可访问性地图。路由算法计算最短的可访问路径,或者,如果有必要,计算与可访问性标准冲突最小的替代路径。开发了一款移动应用程序,根据用户的能力提供实时路线建议。该报告强调了城市设计中的差距,并强调迫切需要进行改进,以促进弱势道路使用者的独立性和社会包容性。关键词:可达性映射;可访问路由模型;导航;包容性;行动不便的行人;视障行人。
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引用次数: 0
Digital and socioeconomic inequalities in perceived mobility restrictions for activity participation: Captive users in Madrid 数字和社会经济不平等对活动参与的流动性限制:马德里的专属用户
IF 6.1 Q1 GEOGRAPHY Pub Date : 2025-12-01 Epub Date: 2025-08-04 DOI: 10.1016/j.urbmob.2025.100142
Segundo Paico-Saavedra , Alberto Rojas-Rivero , Raúl F. Elizondo-Candanedo , Aldo Arranz-López , Julio A. Soria-Lara
Although COVID-19′s impact on mobility has been widely studied—often highlighting the disproportionate burden on vulnerable groups—two aspects remain understudied: the need for a multidimensional approach to vulnerability, and the role of perceived rather than observed mobility restrictions in shaping access during crises. This study addresses this gap by investigating how structural vulnerabilities (e.g., transport mobility, digital access, and socioeconomic) shaped the ability to engage in work and educational activities during the COVID-19 pandemic in the Madrid Region. A survey of captive public transport users was conducted, and Principal Component Analysis (PCA) was used to identify key dimensions of vulnerability. These dimensions -related to socioeconomic status, digital access, household characteristics, and commuting conditions- were then included in an ordinal logistic regression to assess their influence on perceived mobility difficulty. The results reveal a complex and layered geography of vulnerability. Individuals with limited teleworking capacity, digital exclusion, and economic precarity were significantly more likely to report mobility restrictions, especially in suburban and peripheral areas with fewer transport alternatives. In contrast, those with greater digital access, financial resilience, or private mobility options reported fewer barriers. The findings emphasize that transport-related disadvantages cannot be understood without digital and social inequalities. Policy implications include the need to integrate digital accessibility into transport equity frameworks, improve service provision in structurally dependent areas, and recognize informal household-level mobility strategies as assets.
尽管人们对COVID-19对流动性的影响进行了广泛研究,往往强调弱势群体承受的不成比例的负担,但有两个方面仍未得到充分研究:对脆弱性采取多维方法的必要性,以及在危机期间,感知而非观察到的流动性限制在影响准入方面的作用。本研究通过调查2019冠状病毒病大流行期间马德里地区的结构性脆弱性(如交通机动性、数字接入和社会经济)如何影响参与工作和教育活动的能力,解决了这一差距。通过对受困公共交通用户的调查,采用主成分分析(PCA)确定脆弱性的关键维度。这些维度与社会经济地位、数字接入、家庭特征和通勤条件有关,然后被纳入有序逻辑回归,以评估它们对感知移动困难的影响。研究结果揭示了一个复杂的、分层的脆弱性地理。远程办公能力有限、数字排斥和经济不稳定的个人更有可能报告行动受限,特别是在交通选择较少的郊区和外围地区。相比之下,那些拥有更多数字接入、财务弹性或私人交通选择的人报告的障碍更少。研究结果强调,如果没有数字和社会不平等,就无法理解与交通有关的不利因素。政策影响包括需要将数字无障碍纳入交通公平框架,改善结构依赖地区的服务提供,并将非正式的家庭一级移动战略视为资产。
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引用次数: 0
Exploring the future of Mobility as a Service (MaaS): A co-design approach to scenario planning in European cities 探索移动即服务(MaaS)的未来:欧洲城市场景规划的协同设计方法
IF 2.7 Q1 GEOGRAPHY Pub Date : 2025-12-01 Epub Date: 2025-06-17 DOI: 10.1016/j.urbmob.2025.100133
Valeria Caiati , Soora Rasouli , Helber López
This article contributes to the discourse on Mobility as a Service (MaaS) by presenting four plausible scenarios for its development in Europe up to 2030. Unlike previous scenario studies, which often relied on desk research or focused on narrow contexts, this study employs a co-design methodology that involved interdisciplinary experts from both public and private sectors across Europe. Their perspectives are integrated throughout the process, from identifying key uncertainties to building the scenario narratives. This approach supports a comprehensive understanding of the challenges and opportunities shaping MaaS futures. The four resulting scenarios (i.e. Mobility Walled Garden, Open Data Power in Standby, Everyone on Their Own, and Open Ecosystem) reflect how different configurations of market competition and API openness shape the trajectory of MaaS. While open standards and interoperability emerge as key enablers, their impact depends on the presence of supportive governance and institutional coordination. Imbalances, such as strong data frameworks without market diversity, or open competition with fragmented and poorly coordinated services, can weaken long-term system resilience. The scenario framework offers a structured lens for anticipating these tensions and guiding strategic decisions in MaaS development.
本文通过提出到2030年欧洲移动即服务(MaaS)发展的四种合理情景,为“移动即服务”(MaaS)的论述做出了贡献。与以往的情景研究不同,这些研究通常依赖于案头研究或专注于狭窄的背景,这项研究采用了一种共同设计方法,涉及来自欧洲公共和私营部门的跨学科专家。他们的观点贯穿整个过程,从确定关键的不确定性到构建场景叙述。这种方法有助于全面理解影响MaaS未来的挑战和机遇。由此产生的四种场景(即移动围墙花园、开放数据力量待机、每个人都自己做、开放生态系统)反映了不同的市场竞争配置和API开放如何塑造MaaS的发展轨迹。虽然开放标准和互操作性作为关键的推动因素出现,但它们的影响取决于支持性治理和机构协调的存在。不平衡,如缺乏市场多样性的强大数据框架,或与分散和协调不良的服务进行公开竞争,可能会削弱系统的长期弹性。场景框架为在MaaS开发中预测这些紧张关系和指导战略决策提供了一个结构化的视角。
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引用次数: 0
Digital Trojan horse – urban tools in a non-urban environment. How to inform tourist travel decisions by means of a multi-service mobile app 数字特洛伊木马——非城市环境中的城市工具。如何通过一个多服务的移动应用程序告知游客旅游决策
IF 6.1 Q1 GEOGRAPHY Pub Date : 2025-12-01 Epub Date: 2025-09-26 DOI: 10.1016/j.urbmob.2025.100148
Bartosz Bursa , Felix Mölk , Gottfried Tappeiner , Sebastian Vicoli , Alessa Heeß , Markus Mailer
This study examines the impact of a multi-service mobile app on tourist decision-making across three key stages: destination selection, long-distance travel, and local mobility at the destination. Utilizing discrete choice experiments (DCEs) with 266 survey participants, the study evaluates the effects of an app that integrates information and booking interface for transportation, attractions, and local facilities. The results highlight that while the impact of the app is generally low, its added value becomes more substantial in complex and time-sensitive stages of travel, such as on-site mobility. The app’s availability increases the market share of destinations by up to 4.5 percentage points and increases the attractiveness of rail travel by 27 % under specific scenarios. The willingness to pay for the app is in the range of 7-12 € per night for destination choice, 10–20 € for mode choice for long-distance travel to destination, and 1-1.28 € per trip for local trips at the destination, indicating that it is commercially viable to develop and maintain. Despite these benefits, the app's effectiveness is contingent on user awareness and integration with high-quality local transport services. The study introduces the app as a "digital Trojan horse," leveraging its functionalities to unobtrusively promote sustainable travel options. This research underscores the need for collaborative app development across destinations and suggests further investigation into large-scale deployment and heterogeneity in user preferences.
本研究考察了多服务移动应用程序在三个关键阶段对游客决策的影响:目的地选择、长途旅行和目的地的当地流动性。该研究利用离散选择实验(DCEs)对266名调查参与者进行了调查,评估了一款集成了交通、景点和当地设施信息和预订界面的应用程序的效果。研究结果表明,虽然该应用的影响通常较低,但在复杂和时间敏感的旅行阶段,如现场移动,其附加价值变得更加重要。该应用程序的可用性将目的地的市场份额提高了4.5个百分点,并在特定情况下将铁路旅行的吸引力提高了27%。对于目的地选择的付费意愿在每晚7-12€之间,对于目的地的长途旅行的模式选择在每晚10-20€之间,对于目的地的本地旅行的模式选择在每晚1-1.28€之间,这表明开发和维护在商业上是可行的。尽管有这些好处,但应用程序的有效性取决于用户的意识以及与高质量当地交通服务的整合。该研究将该应用程序称为“数字特洛伊木马”,利用其功能低调地推广可持续旅游选择。这项研究强调了跨目的地协作应用程序开发的必要性,并建议进一步调查大规模部署和用户偏好的异质性。
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引用次数: 0
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Journal of Urban Mobility
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