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Estimating bus dwell time: A review of the literature 估计巴士停留时间:文献回顾
IF 9.8 1区 工程技术 Q1 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1080/01441647.2021.2023692
Soroush Rashidi , Shervin Ataeian , Prakash Ranjitkar

An accurate estimation of bus dwell time (BDT) is important as it directly influences the prediction of vehicles’ arrival times at bus stops and hence, the reliability of their services. Developing an efficient method to estimate BDT has received significant attention in the literature as numerous studies have been conducted on this topic. This paper provides an overview of research works conducted in the past on bus dwell time. It covers three aspects: first methods used in the literature to estimate BDT, second factors influencing BDT and third methods used in the literature to collect data. The methods used in the literature to estimate BDT are broadly classified and discussed under three categories namely, regression-based models, probabilistic and time series models and artificial intelligence-based models along with their strengths and weaknesses. The influence of different policy measures related to characteristics of bus, passengers, time-of-day, transit, and route are discussed. The research trends reveal an increasing tendency to employ more advanced methods for data collection (using GPS, APC and AVL) and modelling (e.g. using machine learning-based methods).

公交停留时间(BDT)的准确估计非常重要,因为它直接影响到公交车站车辆到达时间的预测,从而影响到其服务的可靠性。开发一种有效的方法来估计BDT在文献中受到了极大的关注,因为已经对这个主题进行了大量的研究。本文概述了过去对公共汽车停留时间的研究工作。它包括三个方面:第一是文献中使用的估计BDT的方法,第二是影响BDT的因素,第三是文献中使用的收集数据的方法。文献中用于估计BDT的方法大致分为三类,即基于回归的模型、概率和时间序列模型以及基于人工智能的模型,以及它们的优缺点。讨论了不同的政策措施对公交、乘客、时间、交通和路线的影响。研究趋势表明,越来越多的人倾向于采用更先进的方法进行数据收集(使用GPS、APC和AVL)和建模(例如使用基于机器学习的方法)。
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引用次数: 1
Shared e-scooter rider safety behaviour and injury outcomes: a review of studies in the United States 共享电动滑板车骑手的安全行为和伤害结果:美国研究综述
IF 9.8 1区 工程技术 Q1 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2219838
Emma G. P. Sexton , Katherine J. Harmon , Rebecca L. Sanders , Nitesh R. Shah , Meg Bryson , Charles T. Brown , Christopher R. Cherry

Electric scooters (e-scooters) have proliferated throughout North American cities in the past five years, with about 60 million shared e-scooter trips taken in 2021. That growth has resulted in safety and injury prevention challenges, and much of the regulatory approach has been to limit e-scooter use through technological or behavioural interventions. The past few years have yielded a patchwork of regulations based on a diversity of published safety and injury studies, including work on injury burden (e.g. hospitalisation studies), direct observation, rider surveys, or traffic crash (e.g. police-reported crash) analysis. This review draws from disparate studies to develop systematic policy conclusions related primarily to rider safety behaviour and associated injury outcomes, particularly severe injuries. This work focuses on perceived safety, demographics of scooter riders, injury trends of riders, temporal and spatial correlates of shared e-scooter rider injuries and contributing factors like roadway design, impairment, and helmets. While this review focuses on studies that occurred in the United States, some findings transfer elsewhere. The sum of the literature points to the importance of enhanced and maintained infrastructure to improve rider behaviour, predictability, and perceived safety, and increases in driver and e-scooter user education and enforcement to reduce violations and impairment.

在过去的五年里,电动滑板车(e-scooters)在北美城市遍地开花,到2021年,共有约6000万次共享电动滑板车出行。这种增长带来了安全和伤害预防方面的挑战,许多监管方法都是通过技术或行为干预来限制电动滑板车的使用。过去几年,根据各种已发表的安全和伤害研究,包括伤害负担研究(如住院研究)、直接观察、骑手调查或交通事故(如警察报告的事故)分析,产生了各种各样的法规。本综述从不同的研究中得出系统的政策结论,主要涉及骑手安全行为和相关的伤害结果,特别是严重伤害。这项工作的重点是感知安全性、滑板车乘客的人口统计、乘客的伤害趋势、共享电动滑板车乘客受伤的时空相关性以及道路设计、损伤和头盔等影响因素。虽然这篇综述关注的是发生在美国的研究,但一些发现也适用于其他地方。这些文献的总和指出了加强和维护基础设施对改善骑手行为、可预测性和感知安全性的重要性,以及增加司机和电动滑板车用户教育和执法以减少违规和损害的重要性。
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引用次数: 2
A review of public transport transfer synchronisation at the real-time control phase 实时控制阶段公共交通换乘同步综述
IF 9.8 1区 工程技术 Q1 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1080/01441647.2022.2035014
Konstantinos Gkiotsalitis , Oded Cats , Tao Liu

We perform a systematic review of real-time control strategies for transfer synchronisations in public transport. In particular, we review inter-station and intra-station control measures that can be applied in near real-time, including vehicle holding, stop-skipping, speed control, short-turning, rescheduling, interlining, rerouting, and boarding limits. The topic of public transfer synchronisation at the operational phase is both a technically challenging and timely topic. It is technically challenging because finding optimal control measures is a computationally intensive problem and these measures should be computed in near real-time. It is also timely because of the emerging developments in shared mobility, Mobility-as-a-Service schemes, on-demand public transport, and vehicle automation that pose new opportunities as well as challenges in designing seamless passenger transfers. In our systematic review, we analyse the modelling approaches for real-time transfer synchronisation, including mathematical programmes, heuristics, rule-based approaches, and stochastic optimisation models. We then critically discuss the available literature and provide a future outlook, outlining six research directions.

我们对公共交通中传输同步的实时控制策略进行了系统的回顾。特别是,我们回顾了可以在近实时应用的站间和站内控制措施,包括车辆保持,跳停,速度控制,短转弯,重新调度,夹层,重新路由和上车限制。运营阶段的公共转移同步是一个具有技术挑战性和时效性的课题。这在技术上具有挑战性,因为寻找最优控制措施是一个计算密集的问题,这些措施必须在接近实时的情况下计算。由于共享出行、出行即服务计划、按需公共交通和车辆自动化的新兴发展,为设计无缝的乘客换乘带来了新的机遇和挑战,因此这也是及时的。在我们的系统综述中,我们分析了实时传输同步的建模方法,包括数学程序、启发式、基于规则的方法和随机优化模型。然后,我们批判性地讨论了现有文献,并提供了未来的展望,概述了六个研究方向。
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引用次数: 11
Is it really a stupid idea? The counterfactual check 这真的是个愚蠢的主意吗?反事实支票
IF 9.8 1区 工程技术 Q1 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2246733
Bert van Wee
Proposals for unconventional policies often receive a lot of negative reactions, from media, citizens, politicians, interest groups, etc. The counterfactual check may be a simple method to explore if such policies are really a bad idea. In a recent paper on growing support for controversial policies, we briefly discussed the idea of asking people whether the counterfactual of a controversial policy proposal would be a good idea (Van Wee et al., 2023). We gave the example of the proposal to convert a two-way street into a one-way street. I live in Amersfoort, a medium-sized city (almost 161,000 inhabitants on January 2023) in the Netherlands, in a 1930s neighbourhood (i.e. the Leusderkwartier). Some years ago, the local municipality suggested to convert that road in that neighbourhood to a one-way street for motorised traffic (not for cyclists), for reasons of safety and liveability. The road is frequently used by cyclists, including 12–18-year-old high school students. In the street where I live, many people had a poster behind their window stating the following: “keep the Leusderkwartier accessible”. I did not have such a poster. One of my neighbours asked why. I explained that I was not sure if I thought it was a bad idea. He responded telling me that I certainly must think it was a bad idea. I asked him why. He responded saying that the idea was ridiculous because we then would have to take a detour driving in “opposite direction”. I said he was right, that of course that would mean a (small) detour, but also that it would become a safer, quieter and consequently more attractive street. I asked him: suppose the street would always have been a one-way street, as the local municipality now suggested. And suppose the proposal was to make it a two-way street. Would he then think this would be a brilliant idea? I hypothesised that he and many others would show a poster behind their window with the following text: “keep the Leusderkwartier safe and liveable”. He responded that he would not know if he would support the counterfactual change, and that this conversation made him think. Another example. In 2022, I was at an OECD (Organisation for Economic Co-operation and Development) Round Table meeting in Paris. One of the participants told me about the, in his opinion, ridiculous idea of converting the Route Periferique, an urban motorway surrounding central Paris, into a park with a cycle lane. I asked him why he thought that was a ridiculous idea. He indicated that the traffic intensities show that we need the Route Periferique. I asked him: suppose the Route Periferique would have been a park with a cycle lane for decades or even a century, would he support the idea of now converting it into an urban motorway, comparable to the current situation? A long silence occurred, followed by “I do not know”. I also asked him: what would he think would happen if Paris
非常规政策的提案经常会收到来自媒体、公民、政客、利益集团等的大量负面反应。反事实核查可能是一种简单的方法,可以用来探索这些政策是否真的是个坏主意。在最近一篇关于越来越多的人支持有争议的政策的论文中,我们简要讨论了询问人们对有争议政策提案的反事实是否是个好主意的想法(Van Wee et al.,2023)。我们举了一个将双向街道改为单向街道的例子。我住在荷兰的一个中等城市Amersfoort(2023年1月有近16.1万居民),位于20世纪30年代的一个街区(即Leusderkwartier)。几年前,出于安全和宜居的考虑,当地市政当局建议将该社区的这条道路改为机动交通的单行道(不适合骑自行车的人)。这条路经常被骑自行车的人使用,其中包括12-18岁的高中生。在我居住的街道上,许多人在窗户后面贴了一张海报,上面写着:“让Leusderkwartier无障碍通行”。我没有这样的海报。我的一个邻居问我为什么。我解释说,我不确定自己是否认为这是个坏主意。他回答说,我肯定认为这是个坏主意。我问他为什么。他回应说,这个想法很荒谬,因为那样我们就必须绕道行驶,朝着“相反的方向”行驶。我说他是对的,这当然意味着要绕行一小段路,但也意味着它会成为一条更安全、更安静、更具吸引力的街道。我问他:假设这条街一直是单行道,就像当地市政当局现在建议的那样。假设这个提议是把它变成一条双向的街道。他会认为这是个绝妙的主意吗?我假设他和其他许多人会在窗户后面展示一张海报,上面写着:“确保Leusderkwartier的安全和宜居”。他回应说,他不知道自己是否会支持反事实的改变,这次谈话让他思考。另一个例子。2022年,我参加了在巴黎举行的经合组织圆桌会议。其中一位参与者告诉我,在他看来,将环绕巴黎市中心的城市高速公路Periferique改造成一个有自行车道的公园是一个荒谬的想法。我问他为什么认为这是一个荒谬的想法。他表示,交通强度表明我们需要Periferique路线。我问他:假设Periferique路几十年甚至一个世纪以来都是一个有自行车道的公园,他会支持现在将其改建为城市高速公路的想法吗?沉默了很长时间,接着是“我不知道”。我还问他:如果巴黎,他会怎么想
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引用次数: 0
What predicts motorcycle ownership, mode choice, and use for utilitarian travel? A literature review 是什么预测了摩托车的拥有、模式选择和实用出行的用途?文献综述
IF 9.8 1区 工程技术 Q1 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2205177
Bing-yu Chiu , Erick Guerra

This literature review is the first to explore the predictors of the ownership, mode choice, and use of private motorcycles for utilitarian travel. Existing literature reviews on motorcycles only focused on the adverse impacts of motorcycle transport. A total of 45 articles in English published up to 2022 from quantitative and qualitative studies were reviewed to identify socioeconomic and built environment predictors of motorcycle travel which can be affected by planning or policy interventions. Motorcycle ownership level of a country is explained by average income, population density, and urbanisation level; that of a province or city by average income; and that of a household by the numbers of adults and workers, car ownership level, income as well as the population density and road density at the residential location. The choice of individuals to use a motorcycle rather than other modes is predicted by income and age as well as the advantages of time and cost savings of motorcycles over other modes. The amount of motorcycle use of households or individuals is associated with the number of household members, car ownership level, the age of the principal user, and income. Supply of public transport should focus on areas prone to widespread motorcycle ownership to both slow down the growth in motorcycle ownership and pre-empt that in car ownership as both types of motorised vehicles bring environmental and public health harms. More research is needed for further understanding of the relationships between motorcycle travel, the built environment, and public transport supply.

摘要:这篇文献综述首次探讨了私人摩托车在实用出行中的所有权、模式选择和使用的预测因素。现有关于摩托车的文献综述仅集中于摩托车运输的不利影响。截至2022年,共有45篇英文文章发表在定量和定性研究中,以确定摩托车旅行的社会经济和建筑环境预测因素,这些因素可能受到规划或政策干预的影响。一个国家的摩托车拥有水平由平均收入、人口密度和城市化水平来解释;一个省或市的平均收入;一个家庭的人口密度由成年人和工人的数量、汽车拥有水平、收入以及居住地点的人口密度和道路密度决定。个人使用摩托车而不是其他模式的选择是根据收入和年龄以及摩托车相对于其他模式节省时间和成本的优势来预测的。家庭或个人的摩托车使用量与家庭成员数量、汽车拥有水平、主要使用者的年龄和收入有关。公共交通的供应应集中在摩托车保有量大的地区,以减缓摩托车保有量的增长,并先发制人,因为这两种类型的机动车辆都会对环境和公众健康造成危害。需要更多的研究来进一步了解摩托车出行、建筑环境和公共交通供应之间的关系。
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引用次数: 1
Review of road user mobility impacts and criteria for prioritising highway-rail grade crossings for grade separation 检讨道路使用者移动性的影响,以及优先兴建高铁平交道口的标准
IF 9.8 1区 工程技术 Q1 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1080/01441647.2022.2038716
Maryam Ghaffari Dolama , Jonathan D. Regehr

Road users experience mobility impacts when a train occupies a highway-rail grade (level) crossing. Research has shown that the cost of reduced mobility exceeds safety costs, yet there is little consistency in the integration of mobility-related criteria into approaches for prioritising crossings for grade separation. A synthesis of findings from a review of literature and practice demonstrated the importance of mobility impacts at blocked crossings, identified and compared mobility-related decision criteria and actionable thresholds used within prioritisation approaches to rank crossings for grade separation, and revealed methods to quantify and monetise delay at blocked crossings. The review identified the need for the joint application of traffic microsimulation and intelligent transportation systems to quantify road user delay at blocked crossings. Such work should consider network-level effects, account for the severe consequences of delay for certain road users (e.g. emergency responders), and develop methods for monetising delay impacts associated with different road users. Moreover, a knowledge gap persists in establishing the interrelationship between road user delay at blocked crossings, risky behaviour, and safety impacts. Finally, further work is required to establish and calibrate thresholds for mobility-related criteria within prioritisation approaches used to rank crossings for all types of improvements, including grade separation.

当火车占据公路-铁路平面(水平)交叉口时,道路使用者会受到流动性的影响。研究表明,减少流动性的成本超过了安全成本,但在将流动性相关标准纳入分级交叉口优先顺序的方法中,几乎没有一致性。对文献和实践审查结果的综合证明了阻塞交叉口的流动性影响的重要性,确定并比较了与流动性相关的决策标准和分级交叉口优先方法中使用的可操作阈值,并揭示了量化阻塞交叉口延误并将其货币化的方法。审查确定了联合应用交通微观模拟和智能交通系统的必要性,以量化道路使用者在堵塞路口的延误。此类工作应考虑网络层面的影响,考虑延误对某些道路使用者(如应急响应人员)的严重后果,并制定将与不同道路使用者相关的延误影响货币化的方法。此外,在确定道路使用者在堵塞路口的延误、危险行为和安全影响之间的相互关系方面,知识差距依然存在。最后,还需要进一步的工作来建立和校准优先级方法中与流动性相关的标准的阈值,该方法用于对所有类型的改进(包括分级)的交叉口进行排名。
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引用次数: 0
Integrated people-and-goods transportation systems: from a literature review to a general framework for future research 综合人货运输系统:从文献综述到未来研究的一般框架
IF 9.8 1区 工程技术 Q1 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2189322
Rong Cheng , Yu Jiang , Otto Anker Nielsen

The promotion of urban mobility by integrating people-and-goods transportation has attracted increasing attention in recent years. Within this framework, diversified forms such as co-modality, freight on transit, and crowdshipping have been proposed, piloted or implemented. The success of the implementation and market penetration depends on not only the novelties of the concept but also the planning and operational efficiency. Thus, a comprehensive review focusing on the operation of integrated people-and-goods transportation systems and associated critical decisions and subproblems is performed. Different practical forms in which people and goods are transported in an integrated manner are identified. The critical decisions associated with each form and subproblem are discussed, along with corresponding models and solution approaches. Notably, because integrated transportation systems are in the early exploration stage at present, new forms are expected to emerge. Therefore, this paper proposes a general framework to realise the planning and operation of new forms in the future. The decisions and subproblems identified from existing forms are fed to the proposed general framework to identify two key research opportunities: to improve or extend existing research and to conduct pioneering research to fill the gaps in the frameworks for operating potential forms of integrated people-and-goods transportation.

摘要近年来,通过人与物的交通一体化来促进城市流动性越来越受到关注。在此框架内,提出、试行或实施了多种形式,如多式联运、过境货运和众包运输。实施和市场渗透的成功不仅取决于概念的新颖性,还取决于规划和运营效率。因此,对人员和货物综合运输系统的运行以及相关的关键决策和子问题进行了全面审查。确定了以综合方式运输人员和货物的不同实际形式。讨论了与每个形式和子问题相关的关键决策,以及相应的模型和解决方法。值得注意的是,由于综合交通系统目前处于早期探索阶段,预计会出现新的形式。因此,本文提出了一个总体框架,以实现未来新形式的规划和运营。从现有形式中确定的决策和子问题被纳入拟议的总体框架,以确定两个关键的研究机会:改进或扩展现有研究,以及进行开创性研究,以填补运营潜在形式的人员和货物综合运输框架中的空白。
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引用次数: 2
A survey of the opportunities and challenges of supervised machine learning in maritime risk analysis 监督式机器学习在海事风险分析中的机遇与挑战
IF 9.8 1区 工程技术 Q1 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1080/01441647.2022.2036864
Andrew Rawson , Mario Brito

Identifying and assessing the likelihood and consequences of maritime accidents has been a key focus of research within the maritime industry. However, conventional methods utilised for maritime risk assessment have been dominated by a few methodologies each of which have recognised weaknesses. Given the growing attention that supervised machine learning and big data applications for safety assessments have been receiving in other disciplines, a comprehensive review of the academic literature on this topic in the maritime domain has been conducted. The review encapsulates the prediction of accident occurrence, accident severity, ship detentions and ship collision risk. In particular, the purpose, methods, datasets and features of such studies are compared to better understand how such an approach can be applied in practice and its relative merits. Several key challenges within these themes are also identified, such as the availability and representativeness of the datasets and methodological challenges associated with transparency, model development and results evaluation. Whilst focused within the maritime domain, many of these findings are equally relevant to other transportation topics. This work, therefore, highlights both novel applications for applying these techniques to maritime safety and key challenges that warrant further research in order to strengthen this methodological approach.

识别和评估海上事故的可能性和后果一直是海事行业研究的一个重点。然而,用于海上风险评估的传统方法一直被少数几种方法所主导,每种方法都有公认的弱点。鉴于监督机器学习和大数据应用于安全评估在其他学科中受到越来越多的关注,我们对海事领域这一主题的学术文献进行了全面的回顾。该综述概述了事故发生、事故严重程度、船舶滞留和船舶碰撞风险的预测。特别是对这些研究的目的、方法、数据集和特征进行比较,以便更好地了解这种方法如何在实践中应用及其相对优点。还确定了这些主题中的几个关键挑战,例如数据集的可用性和代表性,以及与透明度、模型开发和结果评估相关的方法挑战。虽然主要集中在海事领域,但这些发现中的许多与其他运输主题同样相关。因此,这项工作强调了将这些技术应用于海上安全的新应用,以及需要进一步研究以加强这种方法方法的关键挑战。
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引用次数: 21
Characterising the flexibility of electric vehicle charging strategies: a systematic review and assessment 表征电动汽车充电策略的灵活性:一个系统的审查和评估
IF 9.8 1区 工程技术 Q1 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2217519
Julia B. Gutiérrez-Lopez , Dominik Möst

The increasing uptake of electric vehicles (EVs) has raised concerns about the impact a large fleet could have on electricity markets and distribution grids alike. Charging strategies have emerged as a means to provide flexibility, especially to electricity distribution grids, by controlling the EV charging process. This paper presents a typification of charging strategies and introduces a conceptual framework for appraising their flexibility in distribution grids. This is underpinned by data collected through an aggregative systematic literature review. The framework is derived from an exploratory qualitative content analysis of the sampled data and encompasses four flexibility dimensions: time, duration, quantity, and location of charging. Structural elements of a charging strategy are also explored, complementing the framework. Finally, the paper also presents a quantitative data analysis assessing the level of flexibility provided by each charging strategy. Results show that flexibility dimensions are not equally exploited, direct control strategies do not strictly outperform other control alternatives and innovative charging structures are yet to thrive for flexibility supply to increase. These findings contribute to better-informed, evidence-based policy interventions.

电动汽车的日益普及引发了人们对大型车队可能对电力市场和配电网产生影响的担忧。充电策略已经成为一种通过控制电动汽车充电过程来提供灵活性的手段,尤其是对配电网。本文介绍了充电策略的典型化,并介绍了评估其在配电网中灵活性的概念框架。这是由通过综合系统文献综述收集的数据支持的。该框架源于对采样数据的探索性定性内容分析,包括四个灵活性维度:充电时间、持续时间、数量和地点。还探讨了收费战略的结构要素,以补充该框架。最后,本文还进行了定量数据分析,评估了每种充电策略所提供的灵活性水平。结果表明,灵活性维度没有得到同等利用,直接控制策略并没有严格优于其他控制替代方案,创新的充电结构尚未蓬勃发展,以增加灵活性供应。这些发现有助于更好地进行知情、循证的政策干预。
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引用次数: 0
To share or not to share, by whom is the question. Acceptability and acceptance of shared transport services by vulnerable groups 分享还是不分享,这是谁的问题。弱势群体对共享交通服务的接受程度
IF 9.8 1区 工程技术 Q1 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1080/01441647.2023.2185314
Leen De Paepe , Veronique Van Acker , Frank Witlox

It is believed that shared transport services (STSs) can reduce transport poverty and social exclusion. This paper proposes a definition of “social acceptability” and “social acceptance” and examines whether vulnerable groups accept STSs. The notions “acceptability” and “acceptance” were distinguished and four necessary conditions, especially for vulnerable groups, or the 4As were identified: “availability”, “accessibility”, “affordability”, and “attractability”. In the context of STSs, “social acceptability” is defined as the degree to which an individual intends to use a STS before experiencing it in everyday travel based on the expected availability, accessibility, affordability, and attractability of the service, while “social acceptance” also incorporates the use of a STS after experiencing it in everyday travel based on a minimum level of perceived availability, accessibility, affordability, and attractability. This paper further reviews the scientific literature in transport research regarding the “acceptability” or “acceptance” of STSs by vulnerable groups. While several studies include socio-economic and demographic variables (e.g. age, gender) to explain the “acceptability” of STSs, only a few studies specifically focus on vulnerable groups. More research on the “social acceptance” of STSs, especially shared scooters, ride-sharing, and apps and Mobility as a Service (MaaS), by vulnerable groups is needed.

摘要人们认为,共享交通服务可以减少交通贫困和社会排斥。本文提出了“社会可接受性”和“社会接受性”的定义,并考察了弱势群体是否接受STSs。区分了“可接受性”和“接受性”的概念,并确定了四个必要条件,特别是对弱势群体或4A而言:“可用性”、“可获得性”、《可负担性》和“可吸引性”。在STS的背景下,“社会可接受性”被定义为个人在日常旅行中体验STS之前,基于服务的预期可用性、可及性、可负担性和吸引力,打算使用STS的程度,而“社会接受”也包括在日常旅行中体验STS后,基于感知的可用性、可及性、可负担性和吸引力的最低水平使用STS。本文进一步回顾了运输研究中关于弱势群体对STSs的“可接受性”或“接受性”的科学文献。虽然一些研究包括社会经济和人口统计学变量(如年龄、性别)来解释STSs的“可接受性”,但只有少数研究专门关注弱势群体。需要对弱势群体对STS的“社会接受度”进行更多研究,尤其是共享滑板车、拼车、应用程序和移动即服务(MaaS)。
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引用次数: 1
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Transport Reviews
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