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A data-to-value framework for freight ITS: Insights from a living lab 货运智能交通系统的数据价值框架:来自生活实验室的启示
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-21 DOI: 10.1016/j.rtbm.2024.101214
Ratnaji Vanga , Nagasubramanian Thiyagarajan , Sarah Gelper , Yousef Maknoon , Mark B. Duinkerken , Lóránt A. Tavasszy

The emergence of Intelligent Transportation Systems (ITS) for freight transport in recent times has created interest among practitioners and researchers to extend freight ITS to support broader logistics processes, including dynamic tour scheduling, loading and unloading, warehousing, and even production. However, connecting transport data, ITS and logistics information systems require collaboration between different organizations and new business models to create business value for logistics actors. It is critical for these stakeholders to consider how their business models connect to create meaningful new data-to-information value chains. This study develops a conceptual framework to identify opportunities for logistics value creation with freight transport data. Building on the literature we construct a framework that reconciles multi-firm and firm-level business modelling. The main component is a generalized framework for Data-to-Value (DtV) chains for applications in information and communications technology. In order to support its business validity, we extend this framework with Business Model Canvases (BMCs) of the actors in the value chain. Three real-life use cases from a freight ITS community in the Netherlands are used to evaluate and illustrate the framework.

近来,货运智能运输系统(ITS)的出现引起了从业人员和研究人员的兴趣,他们希望将货运智能运输系统扩展到支持更广泛的物流流程,包括动态行程安排、装卸、仓储甚至生产。然而,连接运输数据、智能运输系统和物流信息系统需要不同组织之间的合作和新的商业模式,以便为物流参与者创造商业价值。这些利益相关者必须考虑如何将其业务模式连接起来,以创造有意义的新数据-信息价值链。本研究制定了一个概念框架,以确定利用货运数据创造物流价值的机会。在相关文献的基础上,我们构建了一个协调多企业和企业级业务建模的框架。其主要组成部分是数据价值链(DtV)的通用框架,可应用于信息和通信技术领域。为了支持其商业有效性,我们通过价值链中参与者的商业模式画布(BMC)对该框架进行了扩展。荷兰货运智能交通系统社区的三个真实使用案例用于评估和说明该框架。
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引用次数: 0
The impact of COVID-19 on freight transport: The modal shifts from road to waterway COVID-19 对货运的影响:从公路到水路的运输模式转变
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-20 DOI: 10.1016/j.rtbm.2024.101215
Qiaoya Xie , Yunqiang Wu , Rong Zhang

The COVID-19 pandemic profoundly affected freight transport. While several studies have explored the epidemic's impact on individual freight modes, a comprehensive exploration of its effects on transport modal shifts is lacking. This study addresses two inquiries: Can the pandemic catalyze freight modal shifts during its course? Additionally, how can port planners and government agencies leverage new opportunities emerging for freight transport in the post-epidemic period? Based on monthly panel data from September 2021 to August 2022 in 21 Chinese provinces, we investigate the epidemic's impact on modal shifts through difference-in-differences (DID) models, heterogeneity models, and moderating effects models. Moreover, particular emphasis is placed on spatial spillover effects, analyzed through spatial difference-in-differences (SDID) models. The findings reveal that the epidemic facilitated the modal shifts from road to waterway, but these effects are not enduring. Provinces with well-established waterway infrastructure, higher environmental consciousness, and robust policy foundations exhibit a more pronounced enhancement in modal shifts. The impact is further accentuated by lower waterway freight rates. Moreover, the epidemic manifests positive spatial spillover effects. Local outbreaks prompt freight modal shifts from road to water in neighboring provinces. The positive spillover effect primarily occurs between the affected province and its non-affected neighbors.

COVID-19 大流行对货运产生了深远影响。虽然有几项研究探讨了该流行病对个别货运模式的影响,但缺乏对其对运输模式转变的影响的全面探讨。本研究探讨了两个问题:在疫情蔓延期间,能否促进货运模式的转变?此外,港口规划者和政府机构如何利用疫情后货运出现的新机遇?基于 2021 年 9 月至 2022 年 8 月中国 21 个省份的月度面板数据,我们通过差分(DID)模型、异质性模型和调节效应模型研究了疫情对货运模式转变的影响。此外,我们还特别强调了空间溢出效应,并通过空间差分(SDID)模型进行了分析。研究结果表明,疫情促进了从公路到水路的交通模式转变,但这些效应并不是持久的。拥有完善的水路基础设施、较高的环保意识和健全的政策基础的省份在模式转换方面表现出更明显的促进作用。较低的水路运费进一步加剧了这种影响。此外,疫情还表现出积极的空间溢出效应。当地疫情的爆发促使邻近省份的货运模式从公路转向水路。积极的溢出效应主要发生在受影响省份和未受影响的邻近省份之间。
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引用次数: 0
How does high-speed rail affect intercity elderly migration? Evidence from China 高铁如何影响老年人的城际迁移?来自中国的证据
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-19 DOI: 10.1016/j.rtbm.2024.101200
Guowei Lyu , Wangyuqing Ma , Jiaoe Wang , Jingjuan Jiao

The rapid aging of the population poses significant challenges for social structures and economic development, with migration emerging as a key strategy for elderly individuals to enhance their social networks, quality of life, and overall well-being. This study delves into the role of high-speed rail (HSR) in facilitating intercity migration among the elderly in China, a country experiencing a pronounced demographic shift with a burgeoning aging population. By employing a Poisson regression model on unbalanced panel data from 2008 to 2017, this paper assesses the aggregate and heterogeneous effects of HSR on elderly migration, considering various migration purposes and the mediating effects of younger generation migration. The study uncovers that elderly migration is predominantly towards economically vibrant cities, with HSR significantly influencing migration patterns by improving accessibility and connectivity. The analysis reveals that the elderly migration along with their family is more influenced by accessibility improvements, while the elderly migration for work is more responsive to enhanced connectivity provided by HSR. Furthermore, the migration of younger generations moderates the positive impact of HSR on elderly migration, particularly for family and work-related migration, but not for healthcare-related migration. The insights from this study emphasize the importance of policies that encourage inter-generational migration, allowing younger and elderly family members to move together, which can help maintain family unity and reduce the social and economic pressures on cities that receive migrants. Moreover, the study advises cautious development of HSR in less prosperous areas to avoid exacerbating population loss and regional decline.

人口的快速老龄化给社会结构和经济发展带来了巨大挑战,而人口迁移则成为老年人增强社交网络、提高生活质量和整体福祉的重要策略。中国正经历着明显的人口结构转型,老龄化人口急剧增加,本研究探讨了高铁在促进中国老年人城际迁移中的作用。通过对 2008 年至 2017 年的非平衡面板数据采用泊松回归模型,本文评估了高铁对老年人迁移的总体效应和异质性效应,同时考虑了各种迁移目的以及年轻一代迁移的中介效应。研究发现,老年人主要向经济活跃的城市迁移,高铁通过改善可达性和连通性对迁移模式产生了显著影响。分析表明,老年人举家迁徙受交通便利性改善的影响更大,而老年人因工作迁徙对高铁提供的更强连接性的反应更大。此外,年轻一代的迁移也会缓和高铁对老年人迁移的积极影响,尤其是与家庭和工作相关的迁移,但与医疗保健相关的迁移则不然。本研究的启示强调了鼓励代际迁移的政策的重要性,即允许年轻家庭成员和老年家庭成员一起迁移,这有助于维护家庭团结,减轻移民城市的社会和经济压力。此外,本研究还建议在欠发达地区谨慎发展高铁,以避免加剧人口流失和地区衰退。
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引用次数: 0
Does transportation infrastructure contribute to urban entrepreneurship? Evidence from the high-speed railway in China 交通基础设施是否有助于城市创业?来自中国高速铁路的证据
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-18 DOI: 10.1016/j.rtbm.2024.101216
Xinlei Qian , Weiyong Zou , Minghao Sun , Yu Cheng

High-speed railways have a profound impact on entrepreneurship. Adopted China's city panel data, we use a time-varying DID model to estimate the influence of the high-speed railways on urban entrepreneurship and study its mechanism. The analysis results reveal that high-speed railways have improved the entrepreneurial vitality of cities. The mechanism test suggests that high-speed railway promotes entrepreneurship activities by accelerating human capital flow, strengthening producer services agglomeration, and promoting market integration. A range of robustness tests including a parallel trend test, placebo test, and PSM-DID model are used to ensure the reliability of the empirical results. Heterogeneity analysis and spatial analysis are used to deepen the research. Heterogeneity analysis reveals that high-speed railway construction is likely to motivate entrepreneurship in eastern cities, big cities, and cities with high-level business environments. The spatial analysis results show that the opening of the high-speed railways promotes the entrepreneurial level of surrounding cities. The research results help to evaluate the economic benefits of high-speed railway network expansion, and provide decision-making references for stimulating urban entrepreneurship.

高速铁路对创业有着深远的影响。我们采用中国城市面板数据,利用时变 DID 模型估计了高速铁路对城市创业的影响,并研究了其作用机制。分析结果表明,高速铁路提高了城市的创业活力。机理检验表明,高速铁路通过加速人力资本流动、加强生产者服务集聚和促进市场一体化来促进创业活动。为了确保实证结果的可靠性,我们使用了一系列稳健性检验,包括平行趋势检验、安慰剂检验和 PSM-DID 模型。异质性分析和空间分析用于深化研究。异质性分析表明,高速铁路建设可能会激励东部城市、大城市和商业环境较好的城市的创业。空间分析结果表明,高速铁路的开通促进了周边城市创业水平的提高。研究结果有助于评估高速铁路网扩张的经济效益,为激发城市创业精神提供决策参考。
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引用次数: 0
Beyond satisfaction: How environmental attitudes shapes customer preferences for Turkish domestic air passengers 超越满意度:环境态度如何影响土耳其国内航空乘客的客户偏好
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-13 DOI: 10.1016/j.rtbm.2024.101203
Volkan Yavas , Ayla Ozhan Dedeoglu

Despite its substantial customer value in enhancing mobility and connectivity, air transportation prompts concerns regarding sustainability across social, economic, and environmental dimensions. Recognizing the sustainability challenges in Turkey's domestic air travel market and emphasizing the importance of assessing passenger perspectives to ensure regulatory effectiveness, this study investigates how environmental attitudes, perceived value, and satisfaction influence customer preferences. Results from the structural path model analysis highlight the significant impact of emotional value, reliability, comfort, and customer value on air travel satisfaction, affecting both current and future preferences. Gender moderates the influence of safety on satisfaction, with women perceiving it as more critical. While Turkish domestic air passengers express significant environmental concerns, these concerns do not always translate directly into their travel preferences.

尽管航空运输在提高流动性和连通性方面具有巨大的客户价值,但它在社会、经济和环境等方面的可持续性也引起了人们的关注。本研究认识到土耳其国内航空旅行市场所面临的可持续发展挑战,并强调了评估乘客观点以确保监管有效性的重要性,研究了环境态度、感知价值和满意度如何影响客户偏好。结构路径模型分析的结果表明,情感价值、可靠性、舒适性和客户价值对航空旅行满意度有显著影响,并影响当前和未来的偏好。性别调节了安全对满意度的影响,女性认为安全更为重要。虽然土耳其国内航空乘客对环境问题表示了极大的关注,但这些关注并不总是直接转化为他们的旅行偏好。
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引用次数: 0
The agglomeration patterns of different lodging segments around a transportation hub 交通枢纽周边不同住宿区的集聚模式
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-11 DOI: 10.1016/j.rtbm.2024.101199
Bingjie Niu , Zhibin Lin , Ping Yin

This study aims to analyze the spatial distribution and temporal evolution of the lodging industry around a major transportation hub, focusing on the agglomeration patterns of different types of lodging establishments, namely budget hotels, economy hotels, upscale hotels, and peer-to-peer accommodations. The study takes the high-speed rail (HSR) station in Beijing, China, specifically the Beijingnan Station, as the empirical setting. The findings reveal a gradual increase in the degree of agglomeration in the lodging industry since the opening of the HSR station, with the distribution center shifting closer to the station every year. The distribution pattern surrounding the station follows a six-ring structure, where budget hotels are located in the innermost ring, followed by economy hotels in the second ring, and upscale hotels in the outermost ring. Notably, peer-to-peer accommodations exhibit a dispersed and sporadic distribution pattern, which sets them apart from other types of lodging establishments.

本研究旨在分析一个主要交通枢纽周边住宿业的空间分布和时间演变,重点关注不同类型住宿设施(即经济型酒店、经济型酒店、高档酒店和点对点住宿设施)的集聚模式。研究以中国北京的高铁站(特别是北京南站)为实证背景。研究结果表明,自高铁站开通以来,住宿业的集聚程度逐渐提高,集散中心逐年向高铁站靠近。车站周边的分布模式呈六环结构,经济型酒店位于最内环,经济型酒店位于第二环,高档酒店位于最外环。值得注意的是,"点对点 "住宿设施呈现出分散和零星的分布模式,这使其有别于其他类型的住宿设施。
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引用次数: 0
Technological trends in mountain logistics: A patent analysis 山区物流的技术趋势:专利分析
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-11 DOI: 10.1016/j.rtbm.2024.101202
Mehari Beyene Teshome , Matteo Podrecca , Guido Orzes

Transportation and logistics in mountain regions are difficult due to the harsh weather conditions and complex terrain. It is crucial to have specialized expertise and advanced technologies to tackle such challenges. However, the field has unexplored domains, and available solutions are not holistically charted, necessitating a nuanced understanding of the innovation landscape and growth trajectories. This study aims to undertake a patent analysis on mountain transportation and logistics to unveil emerging trends, map technological advancements, and contribute to enhancing transportation systems. Relevant patent documents were extracted from the Derwent Innovation Index database through a keyword search combined with specific International Patent Classification categories. From these documents, technological fields were identified and grouped using the Latent Dirichlet Allocation technique, resulting in 12 clusters. Among them, seat and suspension control systems, intelligent vehicle control systems, electrical systems and electric vehicles, bicycle frame design, and safety devices are likely to attract notable interest in the future. The findings contribute to the academic discourse and hold practical implications for industry and policy stakeholders, offering a nuanced understanding of technological trends crucial for addressing transportation challenges in mountain terrains.

由于恶劣的天气条件和复杂的地形,山区的运输和物流十分困难。要应对这些挑战,必须具备专业知识和先进技术。然而,这一领域还有一些尚未开发的领域,现有的解决方案也没有全面的规划,因此有必要对创新格局和发展轨迹进行细致的了解。本研究旨在对山区运输和物流进行专利分析,以揭示新兴趋势、绘制技术进步图,并为改善运输系统做出贡献。通过关键词搜索并结合特定的国际专利分类类别,从德文特创新索引数据库中提取了相关专利文件。从这些文件中,利用潜在德里希勒分配技术确定了技术领域并进行了分组,最终形成了 12 个群组。其中,座椅和悬挂控制系统、智能汽车控制系统、电气系统和电动汽车、自行车车架设计以及安全装置在未来可能会引起显著关注。研究结果有助于学术讨论,并对行业和政策利益相关者具有实际意义,为应对山区交通挑战提供了对技术趋势的细致理解。
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引用次数: 0
Exploring heavy-duty truck operational characteristics through On-Board Diagnostics (OBD) data 通过车载诊断系统(OBD)数据探索重型卡车的运行特性
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-11 DOI: 10.1016/j.rtbm.2024.101204
Hongli Wang , Qing Liu , Bowen Bai , Junfang Wang , Han Xiao , Huan Liu , Jindong Liang , Zhenhong Lin , Dongquan He , Hang Yin

Road traffic is a significant source of carbon emissions in China, and a thorough understanding of vehicle operating characteristics is crucial for reducing these emissions. This paper presents an integrative approach to analyze the operation of heavy-duty trucks (HDTs) by fusing On-Board Diagnostic (OBD) data. The operational intricacies of HDTs, including load statuses, origin-destination (OD) trip characteristics, and the frequency of HDTs start-stop pairs, were analyzed. We used OBD data from 3792 HDTs in China over whole year of 2022 and employed novel big data mining methods for dwell detection, load identification, and OD trip information calculation. The findings reveal that for cargo trucks, dump trucks, and tractor trucks at the OD trip level, their respective empty-loaded driving rates stand at 33.01 %, 33.58 %, and 31.71 %. The average OD travel distances for these vehicle categories are 110 km, 95 km, and 195 km, while the average travel velocities are 23 km/h, 16 km/h, and 40 km/h, respectively. Additionally, the average number of start-stop pairs for these categories is 2.8, 3.9, and 4.9, and the average dwell duration is 1.2 h, 1.6 h, and 2.1 h, respectively. This study demonstrates the great potential of optimizing load management and trip planning, and provides a reference for improving the economic efficiency and reducing emissions of HDTs in China.

道路交通是中国碳排放的重要来源,全面了解车辆的运行特性对于减少碳排放至关重要。本文介绍了一种通过融合车载诊断系统(OBD)数据来分析重型卡车(HDT)运行情况的综合方法。本文分析了重型卡车(HDT)错综复杂的运行状况,包括负载状态、起点-终点(OD)行程特征以及重型卡车起停对的频率。我们使用了 2022 年全年中国 3792 辆 HDT 的 OBD 数据,并采用新型大数据挖掘方法进行了停留检测、负载识别和 OD 行程信息计算。研究结果表明,在OD行程层面,货运卡车、自卸卡车和牵引卡车的空载行驶率分别为33.01%、33.58%和31.71%。这些车辆类别的平均 OD 行驶距离分别为 110 公里、95 公里和 195 公里,平均行驶速度分别为 23 公里/小时、16 公里/小时和 40 公里/小时。此外,这些类别车辆的平均起停对数分别为 2.8、3.9 和 4.9,平均停留时间分别为 1.2 小时、1.6 小时和 2.1 小时。这项研究证明了优化负荷管理和行程规划的巨大潜力,为提高中国高密度公交车的经济效益和减少排放提供了参考。
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引用次数: 0
Towards sustainable last-mile logistics? Investigating the role of cooperation, regulation, and innovation in scenarios for 2035 实现可持续的最后一英里物流?研究合作、监管和创新在 2035 年情景方案中的作用
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-06 DOI: 10.1016/j.rtbm.2024.101198
Paul Plazier , Ward Rauws , Robin Neef , Paul Buijs

Last-mile logistics is of crucial importance to city life, but negative externalities require a transition to more sustainable modes of operation. Enhancing the capacity for informed decision-making is key in this multi-actor context with interdependent stakeholder views shaped by long-term contextual dynamics. This paper presents six scenarios representing potential futures of last-mile logistics based on the views of 26 logistics stakeholders with various roles in last-mile logistics using a Disaggregative Policy Delphi approach. They offer insight into the interdependencies between stakeholders and key enablers and barriers in the transition. Results suggest that actions of local authorities strongly influence the level and direction of technological innovation and cooperation. This stresses the importance for local authorities to build the capacity required to play a meaningful role in the transition, for example, by facilitating ongoing dialogue that may help actors to navigate their different preferences and negative impacts on quality of urban public space, and to identify joint courses of action towards more sustainable last-mile logistics.

最后一英里物流对城市生活至关重要,但负面的外部效应要求向更具可持续性的运营模式过渡。在这种多因素背景下,利益相关者的观点相互依存,并受长期环境动态的影响,因此提高知情决策的能力是关键所在。本文根据 26 个在最后一英里物流中扮演不同角色的物流利益相关者的观点,采用分解政策德尔菲法,提出了代表最后一英里物流潜在未来的六种情景。这些方案有助于深入了解利益相关者之间的相互依存关系,以及转型过程中的关键推动因素和障碍。结果表明,地方政府的行动对技术创新与合作的水平和方向有很大影响。这就强调了地方当局建设必要能力的重要性,以便在转型过程中发挥有意义的作用,例如,通过促进持续对话,帮助各参与方把握各自不同的偏好和对城市公共空间质量的负面影响,并确定联合行动方案,以实现更可持续的最后一英里物流。
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引用次数: 0
A modal share scenario evaluation framework including electric vehicles 包括电动汽车在内的模式共享情景评估框架
IF 4.1 2区 工程技术 Q2 BUSINESS Pub Date : 2024-09-05 DOI: 10.1016/j.rtbm.2024.101201
Dimitrios Rizopoulos, Domokos Esztergár-Kiss

When urban residents predominantly rely on private vehicles for their daily commutes, the urban ecosystem experiences substantial negative repercussions, including increased road congestion and significant negative environmental impact. This reality underscores the importance of evaluating and adapting modal share as a key objective in the planning of transportation systems. To provide accurate data-driven decision-making support, a modeling framework is proposed and utilized to analyze modal share change objectives, based on a real-world transportation demand dataset and the long-term mobility strategy from Budapest, Hungary. With the Modal Share Evaluation (MSE) algorithm supported by the Daily Activity Chain Optimization (DACO) framework, several variables, such as travel time, distance, and CO2 emissions, can be estimated for several future hypothetical scenarios. The data for the baseline scenario are derived from a historical dataset on travel patterns from the city, and respective estimations are made for future scenarios while considering five transport modes. The results indicate that a different prioritization of the adoption of transport modes for Budapest may result in various effects on the travelers' activity chains. The proposed MSE algorithm aims to be the first step towards a reproducible disaggregate-level framework that supports decision-makers in estimating how modal share change objectives affect travelers and the urban environment, which will help in creating future transportation policies.

当城市居民主要依靠私家车进行日常通勤时,城市生态系统就会受到严重的负面影响,包括道路拥堵加剧和对环境造成重大负面影响。这一现实凸显了评估和调整交通方式的重要性,并将其作为交通系统规划的关键目标。为了提供准确的数据驱动决策支持,我们提出了一个建模框架,并根据现实世界中的交通需求数据集和匈牙利布达佩斯的长期交通战略,利用该框架对模型份额变化目标进行分析。在日常活动链优化(DACO)框架的支持下,通过模态共享评估(MSE)算法,可以对未来几种假设情景下的旅行时间、距离和二氧化碳排放量等多个变量进行估算。基线方案的数据来自城市出行模式的历史数据集,在考虑五种交通方式的同时,对未来方案进行了相应的估算。结果表明,布达佩斯采用不同优先级的交通方式可能会对旅客的活动链产生不同的影响。所提出的 MSE 算法旨在向可重复的分类框架迈出第一步,该框架可支持决策者估算交通模式份额变化目标如何影响旅客和城市环境,这将有助于制定未来的交通政策。
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引用次数: 0
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