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Reconceptualising transport-related social exclusion in rural China 重新认识中国农村地区与交通相关的社会排斥现象
IF 5.7 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-06-01 DOI: 10.1016/j.jtrangeo.2024.103929
Qiyang Liu, Tianyu Ma, Zhengying Liu

In this paper, we propose a conceptual framework to elucidate transport-related social exclusion (TRSE) in rural China. Drawing from participant observations across 146 villages in Guangdong (2643 rural residents), we illuminate the multifaceted nature of TRSE in Chinese villages. In term of interregional transport challenges, rural residents are socially excluded due to inadequate transport infrastructure and services. In contrast, within the microcosm of intravillage transport, residents adeptly harness available transport resources to craft exclusionary strategies.

This emergent form of TRSE, distinct from previous paradigms, sees villagers deploying transport as an instrument to deliberately exclude the Other based on the depth and nuances of their interpersonal relationships. This exclusion manifests through unique characteristics: the nebulous contours of marginalised groups, mutual exclusion between rural residents, ethical ambivalence, and its profound resonance with traditional cultural norms. Given the intricate layers that seem to eclipse the phenomena observed in urban contexts, we underscore the imperative for a more nuanced exploration of TRSE in rural landscapes.

在本文中,我们提出了一个概念框架来阐释中国农村与交通相关的社会排斥(TRSE)。通过对广东 146 个村庄(2643 名农村居民)的参与观察,我们揭示了中国农村与交通相关的社会排斥的多面性。在区域间交通挑战方面,由于交通基础设施和服务不足,农村居民受到社会排斥。与此相反,在村内交通的微观世界中,居民善于利用现有的交通资源来制定排斥策略。
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引用次数: 0
“We have the right and we need better transportation”: Mobility, community, and connection of Latin American migrant workers in Vermont "我们有权利,我们需要更好的交通":佛蒙特州拉美移民工人的流动性、社区和联系
IF 5.7 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-06-01 DOI: 10.1016/j.jtrangeo.2024.103947

Transportation research on Latine migrant workers has increased in the past decade, revealing the difficulties that can arise for migrants who are often undocumented, isolated, and subject to unfair treatment at work. This study focuses on the transportation experiences and challenges of migrants from Latin America residing in the largely rural border state of Vermont. We conducted semi-structured interviews with Latine migrant workers to better understand their mobility and quality of life. We find that the legal landscape and resource access (including drivers' licenses, personal vehicles, and personal networks) are major contributors to rural migrant workers' mobility, which in turn contributes to quality of life. Difficulty accessing transportation was not strongly tied to financial resources, instead stemming from a lack of knowledge of transportation resources as well as legal and social contexts that prevent participants from feeling safe when leaving their homes. Driver privilege cards increased independence and mobility for many migrant workers interviewed, although some respondents shared that feelings of safety diminish the closer one gets to the U.S.-Canada border. All participants without a car and license reported paying for “raites” to get from one place to another. Our findings highlight the importance of individual transportation access for migrant workers living in a rural context. Expanding access to permissive driver's licensing laws and investing in organizations and programs that strengthen community ties and improve information dissemination (including native language options) are crucial to making mobility and community resources accessible to all migrants.

在过去十年中,有关拉美移民工人的交通研究不断增加,揭示了移民可能遇到的困难,他们往往没有证件,与世隔绝,在工作中受到不公平待遇。本研究的重点是居住在佛蒙特州主要是农村边境地区的拉美移民的交通经历和挑战。我们对拉美移民工人进行了半结构化访谈,以更好地了解他们的流动性和生活质量。我们发现,法律环境和资源获取(包括驾照、个人车辆和人际网络)是影响农村移民工人流动性的主要因素,而流动性又反过来影响生活质量。获取交通资源的困难与经济资源的关系不大,而是源于缺乏对交通资源的了解,以及法律和社会环境使参与者在离家时没有安全感。虽然一些受访者认为越靠近美加边境,安全感就越低,但对于许多受访的外来务工人员来说,驾驶员特权卡提高了他们的独立性和流动性。所有没有汽车和驾照的受访者都表示,从一个地方到另一个地方需要支付""。我们的调查结果表明,对于生活在农村地区的外来务工人员来说,个人交通出行的重要性不言而喻。扩大许可驾驶执照法的使用范围,投资于加强社区联系和改善信息传播(包括母语选择)的组织和项目,对于使所有移民都能获得流动性和社区资源至关重要。
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引用次数: 0
Empirically-derived, locally responsive travel time thresholds for optimal geographic supermarket access using national commuting data 利用全国通勤数据,根据经验推导出具有地方响应性的旅行时间阈值,以实现最佳的地理超市通达性
IF 5.7 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-06-01 DOI: 10.1016/j.jtrangeo.2024.103945

This study introduces a novel method for assessing spatial access to supermarkets in the United States, addressing limitations of the US Department of Agriculture Food Access Research Atlas definition. Our method eliminates the food desert poverty requirement and derives empirical time-based thresholds that reflect a nuanced urban/rural spectrum and regional differences in normative drive times. Using these thresholds, we identify more than 66 million individuals experiencing suboptimal food access, distributed across 30,011 census tracts. Travel time thresholds ranged from 2.93 to 7.17 min (sd = 1.09) in urban blocks, 5.86 to 19.21 min (sd = 1.93) in suburban blocks, 2.68 to 12.98 min (sd = 1.81) in large rural blocks, and 9.74 to 28.13 min (sd = 3.39) in small rural blocks. The shortest thresholds were found in urban centers around New York City, Chicago, and Los Angeles, while the longest were in sparsely populated regions of Northern California, the Southwest, and the Great Plains. Our approach represents a significant methodological advancement in food access research and can be applied to measure variation in geographical access to other community resources and services.

本研究介绍了一种评估美国超市空间可达性的新方法,解决了美国农业部食品可达性研究图集定义的局限性。我们的方法摒弃了食物荒漠的贫困要求,并得出了基于时间的经验阈值,这些阈值反映了细微的城乡差别和正常驾车时间的地区差异。利用这些阈值,我们确定了 6600 多万人的食物获取条件不理想,他们分布在 30011 个人口普查区。城市街区的行车时间阈值介于 2.93 到 7.17 分钟(sd = 1.09)之间,郊区街区介于 5.86 到 19.21 分钟(sd = 1.93)之间,大型农村街区介于 2.68 到 12.98 分钟(sd = 1.81)之间,小型农村街区介于 9.74 到 28.13 分钟(sd = 3.39)之间。阈值最短的地区是纽约市、芝加哥和洛杉矶周围的城市中心,而阈值最长的地区是加利福尼亚州北部、西南部和大平原等人口稀少的地区。我们的方法代表了食物获取研究在方法论上的重大进步,并可用于测量获取其他社区资源和服务的地域差异。
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引用次数: 0
Modeling choice determinants for bicycle-bus integration in developing countries: Case study in Fortaleza, Brazil 发展中国家自行车公交一体化的选择决定因素建模:巴西福塔雷萨案例研究
IF 5.7 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-06-01 DOI: 10.1016/j.jtrangeo.2024.103919
Matheus Fontenelle Siqueira, Carlos Felipe Grangeiro Loureiro, Francisco Moraes de Oliveira Neto

In the context of first/last mile, the bicycle-transit intermodality could lessen accessibility problems of stations and stops, reducing the need for feeder services. Although extensively addressed in developed countries, bicycle-transit is less studied in Global South metropolises, where distinct usage patterns are observed. Thus, this research aimed to model the choice behavior of the low-income population for bicycle-transit integration in Fortaleza - Brazil, a large Latin American city with a deployed bike-sharing system focused mainly on bike-bus integration. A Stated Preference (SP) survey was conducted addressing socioeconomic and trip characteristics, as well as policy variables such as bicycle parking and cycleways/lanes. SP data allowed the estimation of nested and mixed logit models representing choice behavior, and sample segmentation was used to identify heterogeneity among different groups of individuals. The results show that investing in bicycle infrastructure could stimulate bike-bus integration in Fortaleza; however, their relative importance depends on the analyzed individual strata. Findings also indicate the influence of public and road safety issues, as well as gender, income, and trip characteristics such as purpose and access distance.

在 "第一/最后一英里 "方面,自行车交通联运可以减少车站和停靠站的可达性问题,从而减少对接驳服务的需求。虽然自行车交通问题在发达国家得到了广泛关注,但在全球南部的大都市,对自行车交通的研究却较少,因为在这些大都市,自行车交通的使用模式截然不同。因此,本研究旨在模拟巴西福塔雷萨低收入人群对自行车交通一体化的选择行为,这是一个已部署自行车共享系统的拉美大城市,主要侧重于自行车与公交车的一体化。针对社会经济和出行特征以及政策变量(如自行车停车位和自行车道/自行车道)进行了陈述偏好(SP)调查。通过陈述偏好数据,可以估算出代表选择行为的嵌套和混合对数模型,并利用样本细分来识别不同群体间的异质性。结果表明,投资自行车基础设施可以促进福塔莱萨的自行车-公共汽车一体化;但是,其相对重要性取决于所分析的个人群体。研究结果还显示了公共和道路安全问题以及性别、收入和出行特征(如出行目的和出行距离)的影响。
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引用次数: 0
Optimizing shared bike systems for economic gain: Integrating land use and retail 优化共享单车系统,提高经济效益:整合土地使用和零售
IF 6.1 2区 工程技术 Q1 Social Sciences Pub Date : 2024-06-01 DOI: 10.1016/j.jtrangeo.2024.103920
Madiha Bencekri , Yee Van Fan , Doyun Lee , Minje Choi , Seungjae Lee

This study explores the optimization of shared-bike station locations, emphasizing the cycling role in low-carbon mobility and local economic revitalization. A unique aspect of this research is the incorporation of the retail activity index in determining station locations, land-use mix, transit proximity, and population and employment densities. A novel weighting method, combining the multi-criteria decision method “Criteria Importance Through Inter-criteria Correlation (CRITIC)” with Ensemble-based predictive algorithms (Random Forest, XGBoost, Gradient Boosting), was developed to evaluate these factors. Using a geographic information system-based spatial model, this study conducted a suitability analysis by applying these weights to assess and propose bike station sites. The findings from the Seoul case indicate a balanced land-use mix, a low number of transactions linked to cyclists, and a significant gap in multimodal transport integration. The weighting results revealed a high priority for transit proximity and retail activity in station placement. Suitability scores across districts revealed significant variability, suggesting the need for greater integration of cycling policies into urban planning. High-scoring districts, such as Gangnam-gu and Seocho-gu, offer insights for improvements in less suitable areas. This study advocates expanded cycling planning, focusing on enhancing access to public transit and retail areas.

本研究探讨了共享单车站点位置的优化,强调了自行车在低碳交通和地方经济振兴中的作用。本研究的一个独特之处在于,在确定站点位置、土地使用组合、公交邻近度以及人口和就业密度时,纳入了零售活动指数。为评估这些因素,我们开发了一种新颖的加权方法,该方法结合了多标准决策方法 "标准重要性与标准间相关性(CRITIC)"和基于集合的预测算法(随机森林、XGBoost、梯度提升)。本研究使用基于地理信息系统的空间模型,通过应用这些权重来评估和建议自行车站点选址,从而进行适宜性分析。首尔案例的研究结果表明,首尔的土地使用结构比较均衡,与自行车相关的交易数量较少,在多式联运一体化方面存在很大差距。加权结果显示,在站点选址方面,交通便利性和零售活动具有很高的优先性。各区的适宜性得分差异很大,表明需要将自行车政策进一步纳入城市规划。江南区和瑞草区等得分较高的地区为改善不那么合适的地区提供了启示。本研究提倡扩大自行车规划,重点是加强与公共交通和零售区的联系。
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引用次数: 0
Non-linear effects of children's daily travel distance on their travel mode choice considering different destinations 考虑到不同目的地,儿童每日出行距离对其出行方式选择的非线性影响
IF 6.1 2区 工程技术 Q1 Social Sciences Pub Date : 2024-06-01 DOI: 10.1016/j.jtrangeo.2024.103921
Yi Long , Yibin Ao , Haimei Li , Homa Bahmani , Mingyang Li

The scientific layout of child-friendly facilities in the community is of great significance to children's daily activities and healthy growth, which is also a vital concern of the United Nations. However, there is little evidence to prove the intrinsic mechanism of children's daily travel behavior and daily travel destinations. Therefore, this study takes 118 communities in Shuangliu District, Chengdu, as an example and uses a eXtreme Gradient Boosting (XGBoost) model to explore the non-linear effects and threshold effects of children's daily travel distance on their travel mode choices by considering different destinations of children's daily travel in the communities. We found that children's daily travel distances and destinations are vital for their travel mode choice, especially the most significant effect of travel distance. For different children's daily travel destinations, travel distance has a more substantial threshold effect on children's non-walking travel mode choice. Therefore, to scientifically and rationally distribute child-friendly facilities in the community, which may help children's healthy development, a child-friendly city should be planned, constructed, or renewed through the internal logical relationship between children's daily travel destinations, travel distances, and travel mode choices should be considered comprehensively.

在社区中科学布局儿童友好型设施,对儿童的日常活动和健康成长具有重要意义,这也是联合国极为关注的问题。然而,儿童日常出行行为和日常出行目的地的内在机理却鲜有证据证明。因此,本研究以成都市双流区的 118 个社区为例,采用极端梯度提升(XGBoost)模型,通过考虑社区内儿童日常出行的不同目的地,探讨儿童日常出行距离对其出行方式选择的非线性效应和阈值效应。我们发现,儿童的日常出行距离和目的地对他们的出行方式选择至关重要,尤其是出行距离的影响最为显著。对于不同儿童的日常出行目的地,出行距离对儿童非步行出行方式选择的门槛效应更为显著。因此,为了科学合理地在社区内分布有助于儿童健康成长的儿童友好型设施,应通过综合考虑儿童日常出行目的地、出行距离和出行方式选择之间的内在逻辑关系,规划、建设或更新儿童友好型城市。
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引用次数: 0
Investigation of private and public bikes usage patterns considering GPS trajectory based cycling features 基于 GPS 骑行轨迹特征的私人和公共自行车使用模式调查
IF 6.1 2区 工程技术 Q1 Social Sciences Pub Date : 2024-06-01 DOI: 10.1016/j.jtrangeo.2024.103904
Jaehoon Chung , Enjian Yao , Joonho Ko , Ok Stella Namkung

Understanding bike usage patterns is essential for increasing bike demand, evaluating the effectiveness of bike facilities, and improving the quality of the bike system. This study aims to identify factors that influence bike usage for zone-based departure and arrival trips. It also seeks to address knowledge gaps by comparing private and dock-based public bikes, as well as use on weekdays and weekends. This study employed GPS trajectory data from 12,106 private bikes and 29,776 dock-based public bikes over one week in Seoul, South Korea. The dataset comprises zone-based physical characteristics and cycling patterns for 19,153 census zones. To tackle the problem of excessive zero values for bike demand in many zones, zero-inflated negative binomial models were employed for analysis. The findings suggested that realized detours, arising from natural barriers and a lack of infrastructure, are associated with a reduction in arrival trips on weekends but an increase in departure trips on weekdays. Behavioral detours, linked to route preferences, tended to decrease usage of public bikes on weekdays. Departure and arrival trips increased in districts with a higher level of mixed land use and larger commercial areas on weekdays. Moreover, bicyclists tended to prefer districts with longer separated bikeways, while bike usage was likely to decrease in districts with a high floating population and vehicle lanes. These findings provide valuable insights into cycling usage patterns and associated factors, encouraging more extensive use of bikes.

了解自行车的使用模式对于增加自行车需求、评估自行车设施的有效性以及提高自行车系统的质量至关重要。本研究旨在确定影响分区出发和到达行程中自行车使用的因素。它还试图通过比较私人自行车和基于停靠点的公共自行车,以及工作日和周末的使用情况来填补知识空白。本研究采用了韩国首尔一周内 12,106 辆私人自行车和 29,776 辆停靠式公共自行车的 GPS 轨迹数据。数据集包括 19153 个普查区的分区物理特征和骑行模式。为了解决许多地区自行车需求零值过高的问题,采用了零膨胀负二项模型进行分析。研究结果表明,由于自然障碍和基础设施的缺乏而造成的绕行与周末到达出行次数的减少有关,但与工作日出发出行次数的增加有关。而与路线偏好有关的行为性绕行往往会减少公共自行车在工作日的使用。在土地混合使用程度较高、商业面积较大的地区,工作日的出发和到达人次都有所增加。此外,骑车人倾向于选择有较长的分隔自行车道的地区,而在流动人口较多和有汽车专用道的地区,自行车的使用率可能会下降。这些发现为了解自行车使用模式和相关因素提供了宝贵的见解,鼓励人们更广泛地使用自行车。
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引用次数: 0
Examining the correlation of household electric vehicle ownership: Insights for emerging mobility and planning 研究家庭电动汽车拥有量的相关性:对新兴交通和规划的启示
IF 5.7 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-06-01 DOI: 10.1016/j.jtrangeo.2024.103937

While there is a global shift to electric vehicles (EVs), few studies have comprehensively quantified the relative contribution of individuals' demographic characteristics, alternative transportation choices, and built environment (BE) attributes to EV ownership. Applying extreme gradient boosting decision trees to the 2020 regional household travel data in Wuhan, this study estimate the respective effects of these factors on EV ownership. The results emphasize the contribution of the BE and alternative travel options in predicting EV ownership and reveal a nonlinear relationship between variables. The distance to the city center, density and charging station facilities are identified as key factors influencing EV ownership. The study revealed a positive correlation between household ownership of conventional cars and EVs, indicating a tendency for households possessing conventional cars to acquire extra EVs, thereby transitioning into multi-car households. The findings also suggest that, in addition to the emissions reduction benefits, planners should be concerned about the potential urban issues that may result from vehicle electrification. The study provides empirical evidence for urban planners to inform policy interventions aimed at guiding the sustainable development of emerging mobility modes.

虽然全球都在向电动汽车(EV)转变,但很少有研究全面量化个人人口特征、替代交通选择和建筑环境(BE)属性对电动汽车拥有率的相对贡献。本研究将极端梯度提升决策树应用于 2020 年武汉地区家庭出行数据,估算了这些因素对电动汽车拥有率的影响。研究结果表明,环境属性和替代出行方式在预测电动汽车保有量方面发挥了重要作用,并揭示了变量之间的非线性关系。与市中心的距离、密度和充电站设施被认为是影响电动汽车拥有率的关键因素。研究显示,传统汽车家庭与电动汽车家庭之间存在正相关关系,这表明拥有传统汽车的家庭倾向于购买额外的电动汽车,从而过渡到多汽车家庭。研究结果还表明,除了减排效益外,规划者还应关注汽车电气化可能带来的潜在城市问题。这项研究为城市规划者提供了经验证据,为旨在引导新兴交通模式可持续发展的政策干预提供了依据。
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引用次数: 0
Could free-floating bikeshare weed out station-based bikeshare? Analyzing the relationship between two bikeshare systems from bivariate flow clustering 自由浮动的自行车共享能否淘汰站点式自行车共享?从双变量流量聚类分析两种共享单车系统之间的关系
IF 5.7 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-06-01 DOI: 10.1016/j.jtrangeo.2024.103941

Against the backdrop of the strong market expansion of free-floating bikeshare systems (FFBS), the future of government-funded station-based bikeshare system (SBBS) is a matter of controversy. Merely relying on point density analysis proves to be inadequate in reflecting the flow characteristic, this paper employs a flow clustering analysis to investigate the relationship between SBBS and FFBS. To recognize both bikeshare flow clusters with inhomogeneous density and shape in less time, we propose a two-step network-constrained bivariate flow clustering method that organically combines multiplex-network community detection and bivariate flow clustering method. The performance and applicability of the method in flow clustering detection is exemplified by the SBBS and FFBS systems in Nanjing. The results indicate that though FFBS outnumbers SBBS in terms of bikes, there are still specific flow clusters where SBBS performs better. Spatiotemporal patterns of flow clusters reveal that about one-third of flow clusters dominated by FFBS move from the metro station to the business district during the morning peak, while more SBBS-dominated flow clusters (55.4%) move from the residence to the metro station. Conversely, during the evening peak, flow clusters are observed in the opposite direction. Nevertheless, if the difference in bike numbers is significant, SBBS will be at a disadvantage. It is necessary for SBBS to prioritize resource allocation towards target groups and advantageous areas to prevent decentralized development. Our findings contribute to a more profound comprehension of the interplay between SBBS and FFBS, thereby offering more informed recommendations for strategically aligning the functions of bikeshare systems.

在自由浮动式自行车共享系统(FFBS)市场强劲扩张的背景下,政府投资的站点式自行车共享系统(SBBS)的未来发展备受争议。事实证明,仅仅依靠点密度分析不足以反映人流特征,因此本文采用人流聚类分析来研究站点式共享单车系统与自由浮动式共享单车系统之间的关系。为了在更短的时间内识别密度和形状都不均匀的共享单车流量聚类,我们提出了一种两步网络约束双变量流量聚类方法,该方法将多路网络群落检测和双变量流量聚类方法有机地结合在一起。该方法在流量聚类检测中的性能和适用性以南京的 SBBS 和 FFBS 系统为例。结果表明,虽然 FFBS 的单车数量超过了 SBBS,但在一些特定的流量聚类中,SBBS 的表现仍然更好。流量集群的时空模式显示,在早高峰期间,约有三分之一的流量集群由 FFBS 主导,从地铁站流向商业区,而更多的流量集群(55.4%)由 SBBS 主导,从住宅区流向地铁站。相反,在晚高峰期间,观察到的人流集群方向正好相反。尽管如此,如果自行车数量相差悬殊,SBBS 将处于劣势。因此,SBBS 有必要将资源优先分配给目标群体和优势区域,以防止分散发展。我们的研究结果有助于人们更深刻地理解 SBBS 和 FFBS 之间的相互作用,从而为战略性地调整共享单车系统的功能提供更明智的建议。
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引用次数: 0
Analyzing shared mobility markets in Europe: A comparative analysis of shared mobility schemes across 311 European cities 分析欧洲的共享交通市场:对欧洲 311 个城市共享交通计划的比较分析
IF 5.7 2区 工程技术 Q1 Social Sciences Pub Date : 2024-06-01 DOI: 10.1016/j.jtrangeo.2024.103918
Elnert Coenegrachts, Thierry Vanelslander, Ann Verhetsel, Joris Beckers

The progression of shared mobility across Europe is remarkable. While station-based car and bike sharing have a more extended history, particularly in major European (capital) cities, recent advancements in modal types and operational models have significantly transformed the shared mobility landscape. Rapid expansion by private organisations has broadened access to shared mobility services across Europe. However, not all European cities are considered potentially viable markets due to local factors such as stringent regulatory frameworks and unfavourable economic conditions. The composition of the local offerings influences how citizens use these services, impacting travel behaviour and the local transport networks differently. Therefore, understanding the availability of various shared mobility schemes across Europe is essential for comprehending the market structure, its development, the providers' decision drivers, and the potential consequences for local transportation systems.

First, this paper presents data on various segments and features of the shared mobility market across European cities with more than 100.000 inhabitants. Second, two cluster approaches, i.e. k-means and latent class clustering analysis (LCCA), are conducted to structure this European market. Third, the contextual characteristics, such as socio-demographics, the built environment and the geography, are compared among the clusters using Dunn testing.

The results depict that the market is very fragmented, ranging from cities with a minimal offer (i.e. one type of modality available) to cities with a very competitive market consisting of numerous modalities and operators.

As expected, the most comprehensive offer of shared mobility is found in cities with the highest economic potential, measured by GDP per capita and population size. However, these cities tend to impose stricter regulations and invest in public schemes, especially for bike and car sharing, affecting the share of private operators. This may explain why private scooter sharing companies are willing to operate in smaller cities that initially seem to lack the economic conditions to accommodate a profitable sharing scheme. In cities where scooters are absent, mainly in Dutch cities, free-floating moped- and bike-sharing schemes have acted as a surrogate. Still, the comprehensiveness of the offer in these cities is considerable, suggesting that even with strict regulatory frameworks, other factors like infrastructure can create an attractive environment for operators. Overall, shared mobility is well-developed in European cities, meaning that many people are already aware of or have access to some form of shared mobility. This provides opportunities for other less-developed modalities, such as cargo bicycles, to further expand and offer specific use cases for car replacement. Therefore, future research could follow up on market developments to understand how various segments evolve an

共享交通在欧洲的发展令人瞩目。虽然以车站为基础的汽车和自行车共享已有较长的历史,特别是在欧洲主要城市(首都),但最近在模式类型和运营模式上的进步已大大改变了共享交通的格局。私营机构的快速扩张扩大了全欧洲共享交通服务的使用范围。然而,由于严格的监管框架和不利的经济条件等当地因素,并非所有欧洲城市都被视为潜在的可行市场。当地产品的构成会影响市民如何使用这些服务,从而对出行行为和当地交通网络产生不同的影响。因此,了解欧洲各地各种共享交通方案的可用性对于理解市场结构、其发展、提供者的决策驱动因素以及对当地交通系统的潜在影响至关重要。其次,本文采用了两种聚类方法,即 k-means 和潜类聚类分析(LCCA),来构建这一欧洲市场。结果表明,该市场非常分散,有的城市只提供最低限度的服务(即只提供一种模式),有的城市市场竞争非常激烈,由众多模式和运营商组成。正如预期的那样,在经济潜力最高的城市(以人均国内生产总值和人口规模衡量),共享交通服务最为全面。然而,这些城市往往实施更严格的法规,并投资于公共计划,尤其是自行车和汽车共享计划,从而影响了私人运营商的份额。这也许可以解释为什么私人共享滑板车公司愿意在较小的城市运营,因为这些城市最初似乎缺乏经济条件,无法容纳有利可图的共享计划。在没有共享滑板车的城市,主要是荷兰城市,自由浮动的轻便摩托车和自行车共享计划起到了替代作用。不过,这些城市提供的共享服务还是相当全面的,这表明即使有严格的监管框架,基础设施等其他因素也能为运营商创造有吸引力的环境。总体而言,共享交通在欧洲城市发展良好,这意味着许多人已经知道或有机会使用某种形式的共享交通。这为其他欠发达模式(如货运自行车)提供了进一步发展的机会,并为汽车替代品提供了特定的使用案例。因此,未来的研究可以跟进市场发展,以了解各个细分市场如何演变,并更深入地研究不同政策框架的作用。
{"title":"Analyzing shared mobility markets in Europe: A comparative analysis of shared mobility schemes across 311 European cities","authors":"Elnert Coenegrachts,&nbsp;Thierry Vanelslander,&nbsp;Ann Verhetsel,&nbsp;Joris Beckers","doi":"10.1016/j.jtrangeo.2024.103918","DOIUrl":"https://doi.org/10.1016/j.jtrangeo.2024.103918","url":null,"abstract":"<div><p>The progression of shared mobility across Europe is remarkable. While station-based car and bike sharing have a more extended history, particularly in major European (capital) cities, recent advancements in modal types and operational models have significantly transformed the shared mobility landscape. Rapid expansion by private organisations has broadened access to shared mobility services across Europe. However, not all European cities are considered potentially viable markets due to local factors such as stringent regulatory frameworks and unfavourable economic conditions. The composition of the local offerings influences how citizens use these services, impacting travel behaviour and the local transport networks differently. Therefore, understanding the availability of various shared mobility schemes across Europe is essential for comprehending the market structure, its development, the providers' decision drivers, and the potential consequences for local transportation systems.</p><p>First, this paper presents data on various segments and features of the shared mobility market across European cities with more than 100.000 inhabitants. Second, two cluster approaches, i.e. k-means and latent class clustering analysis (LCCA), are conducted to structure this European market. Third, the contextual characteristics, such as socio-demographics, the built environment and the geography, are compared among the clusters using Dunn testing.</p><p>The results depict that the market is very fragmented, ranging from cities with a minimal offer (i.e. one type of modality available) to cities with a very competitive market consisting of numerous modalities and operators.</p><p>As expected, the most comprehensive offer of shared mobility is found in cities with the highest economic potential, measured by GDP per capita and population size. However, these cities tend to impose stricter regulations and invest in public schemes, especially for bike and car sharing, affecting the share of private operators. This may explain why private scooter sharing companies are willing to operate in smaller cities that initially seem to lack the economic conditions to accommodate a profitable sharing scheme. In cities where scooters are absent, mainly in Dutch cities, free-floating moped- and bike-sharing schemes have acted as a surrogate. Still, the comprehensiveness of the offer in these cities is considerable, suggesting that even with strict regulatory frameworks, other factors like infrastructure can create an attractive environment for operators. Overall, shared mobility is well-developed in European cities, meaning that many people are already aware of or have access to some form of shared mobility. This provides opportunities for other less-developed modalities, such as cargo bicycles, to further expand and offer specific use cases for car replacement. Therefore, future research could follow up on market developments to understand how various segments evolve an","PeriodicalId":48413,"journal":{"name":"Journal of Transport Geography","volume":null,"pages":null},"PeriodicalIF":5.7,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0966692324001273/pdfft?md5=0f221509c5431e72e7f51f621b53df59&pid=1-s2.0-S0966692324001273-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141434649","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Journal of Transport Geography
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