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Ride-hailing applications in Southeast Asia: A literature review 东南亚的网约车应用:文献综述
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2023-01-01 DOI: 10.1080/15568318.2022.2032885
Saksith Chalermpong , Hironori Kato , Phathinan Thaithatkul , Apiwat Ratanawaraha , Alexis Fillone , Nguyen Hoang-Tung , Peraphan Jittrapirom

This paper provides a review of the literature on ride-hailing applications (RHA) in Southeast Asia (SEA) to enhance the understanding of RHA’s impacts on the urban transportation sector and to inform related planning and regulatory efforts in the context of developing countries. The conceptual framework is based on the stakeholder approach, which identifies three groups of stakeholders: the demand-side, the supply-side, and the public-sector stakeholders. A search on scholarly databases yielded 49 related articles. The results of the review illustrate certain similarities between RHA services in SEA with those reported from developed countries, such as the socio-economic profile of the users. However, several observations unique to the SEA context were also revealed, including (1) the dominance of motorcycles; (2) commuting as the main RHA trip purpose; (3) a higher frequency of RHA use; and (4) a significant proportion of full-time RHA drivers. The review also highlighted research gaps in the literature of RHA in SEA, particularly on how RHA can influence travelers’ behavior, its effects on the incumbent transport operators, and its environmental impacts.

摘要:本文综述了东南亚打车应用(RHA)的相关文献,以加深对RHA对城市交通部门影响的理解,并为发展中国家的相关规划和监管工作提供信息。概念框架基于利益相关者方法,该方法确定了三组利益相关者:需求方、供应方和公共部门利益相关者。在学术数据库中搜索得到49篇相关文章。审查结果表明,东南亚地区的区域医疗服务与发达国家报告的服务之间存在某些相似之处,例如用户的社会经济状况。然而,也揭示了SEA背景下的一些独特观察结果,包括:(1)摩托车的主导地位;(2)通勤是RHA出行的主要目的;(3) RHA使用频率较高;(4)相当比例的全职RHA司机。该综述还强调了东南亚地区RHA文献中的研究空白,特别是关于RHA如何影响旅行者行为、对现有运输运营商的影响以及对环境的影响。
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引用次数: 16
Empirical analysis of cycling distances in three of Europe’s most bicycle-friendly regions within an accessibility framework 在可达性框架下,对欧洲三个最适合骑自行车的地区的骑行距离进行实证分析
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2023-01-01 DOI: 10.1080/15568318.2022.2095945
Florian Schneider , Anders Fjendbo Jensen , Winnie Daamen , Serge Hoogendoorn

In this paper, we study observed cycling distances within an accessibility framework, using data from the Netherlands, the Copenhagen Metropolitan Area and the Freiburg Region. As a scope, we look at outbound trips in home-based tours which include a single destination. We relate these observed cycling distances to a rich set of explanatory variables using both quantile and ordinary least square regression models. The results provide evidence that cycling distances are similarly distributed in all three regions. Most cycling distances are rather short, with a median of only two and a mean of three kilometers. These values vary depending on the type of activity at the destination, gender and age of the traveler and the type of bicycle that has been used. Moreover, a few remarkable differences have been found between the three regions, such as substantially different effects of age and e-bike use on observed cycling distances. Noteworthy is the missing effect of urban density. The findings of this research provide urban planners with differentiated information about how far people cycle to daily-life destinations. As shown for the example of the “15 minutes city,” the outcomes can also be used to refine existing concepts of bicycle accessibility. Finally, this research offers valuable insights into three of Europe’s most developed bicycle cultures.

在本文中,我们使用来自荷兰、哥本哈根都市圈和弗莱堡地区的数据,在可达性框架内研究了观察到的骑行距离。作为一个范围,我们着眼于家庭旅游的出境游,包括一个目的地。我们使用分位数和普通最小二乘回归模型将这些观察到的循环距离与一组丰富的解释变量联系起来。结果表明,三个地区的骑行距离分布相似。大多数骑行距离都很短,中间距离只有2公里,平均距离为3公里。这些值取决于目的地的活动类型、旅行者的性别和年龄以及所使用的自行车类型。此外,在三个地区之间发现了一些显著的差异,例如年龄和电动自行车使用对观察到的骑行距离的影响存在很大差异。值得注意的是城市密度的缺失效应。这项研究的结果为城市规划者提供了关于人们骑车到日常生活目的地的差异化信息。正如“15分钟城市”的例子所示,研究结果也可以用来完善现有的自行车可达性概念。最后,这项研究为欧洲三个最发达的自行车文化提供了宝贵的见解。
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引用次数: 3
Does e-grocery shopping reduce CO2 emissions for working couples’ travel in England? 在英国,电子杂货店购物能减少工作夫妇旅行的二氧化碳排放吗?
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2023-01-01 DOI: 10.1080/15568318.2022.2074326
Benjamin Motte-Baumvol , Leslie Belton Chevallier , Olivier Bonin

This research provides new evidence about the relationship between online and in-store shopping. This article uses data for England from the UK National Travel Survey (NTS) which covers a full week and also provides information about grocery shopping practices (online and in-store). We examine the effects of online purchases on the grocery shopping practices of working couples and their related CO2 emissions. Our analysis reveals a substitution effect between in-store trips and online shopping combined with home delivery and a 37% reduction in household CO2 emissions for grocery shopping. It appears that buying groceries online combined with a home delivery system makes it possible to significantly cut emissions for grocery shopping trips, or at least to offset the effects of in-store trips by the households with the highest emissions. No rebound effect is observed for other trip motives, i.e. it is not because people make fewer trips for in-store grocery shopping that they make more trips for leisure, personal or other motives.

摘要本研究为网上购物和店内购物之间的关系提供了新的证据。本文使用了英国国家旅游调查(NTS)的数据,该调查涵盖了整整一周,还提供了有关杂货店购物实践的信息(在线和店内)。我们研究了网上购物对在职夫妇购物习惯的影响及其相关的二氧化碳排放。我们的分析揭示了店内旅行和网上购物之间的替代效应,再加上送货上门,杂货店购物的家庭二氧化碳排放量减少了37%。网上购买食品杂货与送货上门系统相结合,似乎可以显著减少食品杂货购物旅行的排放,或者至少抵消排放量最高的家庭在店内旅行的影响。其他旅行动机没有观察到反弹效应,也就是说,并不是因为人们在店内购物的次数减少,他们才有更多的休闲、个人或其他动机。
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引用次数: 4
Multi-period profitable tour problem with electric vehicles and mandatory stops 电动汽车和强制停站的多期盈利旅游问题
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2023-01-01 DOI: 10.1080/15568318.2022.2059726
David L. Cortés-Murcia , H. Murat Afsar , Caroline Prodhon

The paper deals with a new variant of the profitable tour problem with electric vehicles. In order to avoid one of the main disadvantages encountered in this type of problem, i.e. the idle time imposed by recharging the battery, we propose a version where this operation is synchronized with lunch breaks. Such a policy requires multi-period agreements with clusters of restaurants. It leads to the multi-period profitable tour problem with electric vehicles and mandatory stops. This problem arises in scenarios of tourist trip design, blood mobile collection, or street marketing activities planning when the fleet is composed of electric vehicles. A mathematical model and a Branch-and-Price algorithm are proposed. In the solution method, the subproblem is solved following two different approaches, one exact approach using elementary paths and a relaxed approach allowing ng-paths. The numerical tests on instances with up to 100 clients and 3 periods show that both approaches produce excellent quality solutions in a very reasonable amount of time.

本文研究了电动汽车盈利游问题的一个新变体。为了避免在这类问题中遇到的主要缺点之一,即充电所带来的空闲时间,我们提出了一个版本,该操作与午餐休息同步。这样的政策需要与餐厅集群签订多期协议。这导致了电动汽车和强制停车的多期盈利旅游问题。当车队由电动汽车组成时,在旅游行程设计、移动采血、街头营销活动策划等场景中会出现这个问题。提出了数学模型和分支-价格算法。在求解方法中,子问题的求解采用两种不同的方法,一种是使用基本路径的精确方法,另一种是允许ng路径的宽松方法。在多达100个客户端和3个周期的实例上进行的数值测试表明,这两种方法都能在非常合理的时间内产生高质量的解决方案。
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引用次数: 1
Exploring the social acceptance of transforming urban arterials to multimodal corridors. The case of Panepistimiou Avenue in Athens 探索将城市主干道改造为多式联运走廊的社会接受度。雅典Panepistimiou大街案
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2023-01-01 DOI: 10.1080/15568318.2022.2037793
Eleni Tzamourani , Panagiotis G. Tzouras , Stefanos Tsigdinos , Ioannis Kosmidis , Konstantinos Kepaptsoglou

Urban communities should now build in specific measures, addressing multimodality and fair distribution of public space. The transformation of arterials into multimodal corridors can be a key strategy that will shape new futures. The social acceptance of “push” measure that aim to modify road space allocation have never been examined following quantitative research methods. This study aspires to fill this gap now, as it is inspired by the great debate opened in Athens, Greece about “pop-up” interventions implemented in Panepistimiou Avenue. To explore the social acceptance factors, a rating experiment is designed by developing hypothetical scenarios, which are evaluated by different road users, daily car drivers, motorcycle riders, public transport (PT) users, cyclists, and walkers. A 5-point Likert Scale is utilized, and the collected observations are processed using ordinal logistic regression methods. The main findings suggest that the majority of the participants opted for solutions that ensured a rather equal or balanced space distribution, regardless of their preferred transport mode. Car users were willing to exchange their space, and consequently experience higher travel times for the greater benefit of the city, while public transport users, daily cyclists and walkers recognize the importance to maintain a good level of service for car users too. A surprising finding from this study case is that any increase in a pedestrian area, which is already sufficiently wide, influences negatively social acceptance, while the installation of a cycle lane reports considerably high probability to be accepted from all user groups.

摘要城市社区现在应该采取具体措施,解决公共空间的多模式和公平分配问题。将主干道转变为多式联运走廊可能是塑造新未来的关键战略。社会对旨在改变道路空间分配的“推动”措施的接受程度从未按照定量研究方法进行过检验。这项研究现在渴望填补这一空白,因为它受到了希腊雅典关于在帕内皮斯蒂米乌大道实施“弹出式”干预措施的大辩论的启发。为了探索社会接受因素,通过开发假设场景设计了一个评级实验,由不同的道路使用者、日常汽车司机、摩托车骑手、公共交通(PT)使用者、骑自行车的人和步行者进行评估。使用5点Likert量表,并使用有序逻辑回归方法处理收集的观察结果。主要调查结果表明,大多数参与者选择了确保空间分布相当平等或平衡的解决方案,无论他们喜欢什么运输方式。汽车用户愿意交换他们的空间,从而体验更高的出行时间,为城市带来更大的利益,而公共交通用户、日常骑自行车的人和步行者也认识到为汽车用户保持良好服务水平的重要性。该研究案例中的一个令人惊讶的发现是,已经足够宽的步行区的任何增加都会对社会接受度产生负面影响,而自行车道的安装报告称,被所有用户群体接受的可能性相当高。
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引用次数: 6
Public acceptance of electric roadways: The case of Los Angeles, California 公众对电动道路的接受:以加利福尼亚州洛杉矶为例
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2023-01-01 DOI: 10.1080/15568318.2021.1983675
Theodora Konstantinou , Christos Gkartzonikas , Konstantina Gkritza

Dynamic charging has the potential to overcome the barriers to electric vehicle (EV) adoption by converting road segments into powered lanes (electric roadways or ERs). This paper focuses on examining public acceptance by determining the factors that affect the short-term and long-term intention to purchase an EV and drive on ERs; identifying the clusters of the technology acceptance; and assessing the value of travel time savings (VTTS) for driving on ERs, in general, and for different clusters. A survey was conducted in Los Angeles, California and distributed online, gathering 600 responses. The results showed that respondents’ innovativeness, lifestyle and environmental consciousness significantly affect the intention to drive on ERs in the short- and long-run. Public acceptance, in general, seems to be related to charging patterns, safety of commute route, and safety concerns for ERs, among other factors, and depends on the implementation time of the technology. Higher VTTS were found for electrified lanes exclusive for EVs on interstate and arterial roads. People who were classified as positive toward ERs had higher VTTS for ERs followed by those who were neutral and those who were concerned about ERs. This paper can help policymakers and transport operators devise strategies to accelerate EV adoption by appropriately implementing the ER technology.

摘要动态充电有可能通过将路段转换为电动车道(电动道路或ER)来克服电动汽车采用的障碍。本文通过确定影响购买电动汽车和驾驶电动汽车的短期和长期意愿的因素,重点考察公众的接受度;识别技术接受的集群;以及评估在ER上行驶以及不同集群的旅行时间节省(VTTS)的价值。一项调查在加利福尼亚州洛杉矶进行,并在网上发布,共收集了600份回复。结果表明,受访者的创新能力、生活方式和环境意识在短期和长期内显著影响驾驶ER的意愿。一般来说,公众的接受程度似乎与充电模式、通勤路线的安全性和紧急停车场的安全问题等因素有关,并取决于该技术的实施时间。在州际公路和主干道上,电动汽车专用的电动车道的VTTS更高。被归类为对ERs呈阳性的人对ERs的VTTS较高,其次是中性和关心ERs的人。本文可以帮助决策者和交通运营商制定策略,通过适当实施ER技术来加快电动汽车的采用。
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引用次数: 6
What influences the substitution of ride-sourcing for public transit and taxi services in Toronto? An exploratory structural equation model-based study 是什么影响了多伦多公共交通和出租车服务的代步采购?基于模型的探索性结构方程研究
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2023-01-01 DOI: 10.1080/15568318.2021.1978018
Patrick Loa , Sk. Md. Mashrur , Khandker Nurul Habib

The continued growth and utilization of ride-sourcing services have reshaped traditional perceptions of urban mobility. As the popularity of this relatively novel mode of travel has continued to grow, there has been a greater focus on the effect that the adoption and use of ride-sourcing have on the utilization of more traditional modes of transportation. With a few notable exceptions, prior studies on the topic often rely on descriptive statistics to understand the modes that are replaced by ride-sourcing for specific trips. This study utilizes structural equation models to investigate the factors influencing the decision to choose public transit and taxi as their so-called substitute alternative mode for a recent ride-sourcing trip, using data from a web-based survey of Toronto residents. The results indicate that socio-economic and trip-related attributes influence the selection of the substitute alternative mode, and to a lesser extent, attitudes toward ride-sourcing services. In particular, students, persons from lower-income households, and transit pass owners were found to be more likely to substitute ride-sourcing for public transit, while older respondents and persons from wealthier households were more likely to select taxi instead. The study outcomes shed light on the types of transit trips that are more likely to be replaced in favor of ride-sourcing services and the attributes of individuals who are more likely to make this replacement. This information can inform policies that aim to reduce the substitution of ride-sourcing for public transit, which can worsen both congestion and emissions.

打车服务的持续增长和利用重塑了人们对城市交通的传统观念。随着这种相对新颖的出行方式越来越受欢迎,人们越来越关注拼车服务的采用和使用对传统交通方式的影响。除了少数值得注意的例外,之前关于这一主题的研究通常依赖于描述性统计来理解特定行程中被乘车外包所取代的模式。本研究利用结构方程模型,利用基于网络的对多伦多居民的调查数据,调查了影响公共交通和出租车作为最近乘车外包旅行的所谓替代模式的决定因素。结果表明,社会经济和出行相关属性影响了替代替代模式的选择,并在较小程度上影响了乘车外包服务的态度。特别是,学生、低收入家庭的人和公交通行证持有者更有可能用打车来替代公共交通,而年长的受访者和富裕家庭的人更有可能选择出租车。研究结果揭示了更有可能被打车服务取代的交通出行类型,以及更有可能被取代的个人属性。这些信息可以为旨在减少乘车替代公共交通的政策提供信息,这可能会加剧拥堵和排放。
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引用次数: 8
Users’ behavioral intention and their behavior: before-and-after study of “keep left” markings on shared footpaths 使用者的行为意向与行为——共享步道“左行”标线研究前后
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2023-01-01 DOI: 10.1080/15568318.2021.2015494
Maohao Che , Yiik Diew Wong , Kit Meng Lum , Maria Cecilia Rojas Lopez

The intention-behavior relationship is examined in a keep-left experiment involving interactions of pedestrians and cyclists on a shared footpath in Singapore as a case study. Data collection entailed before-and-after on-site perception surveys and naturalistic observations from field-recorded video footages. The perception surveys involved 120 pedestrians and 119 cyclists in the before period, and 59 pedestrians and 60 cyclists in the after period. Movement profiles were captured for 303 pedestrians, 148 cyclists, and 90 pedestrian-cyclist interactions for the before period, and 262, 174, and 76, respectively for the after period. The findings suggest that the “keep left” markings on the footpath are generally effective in improving users’ behavioral intention in keeping left. However, whereas cyclists did change their behavior, pedestrians did not do so which is rationalized as being due to their previously formed habit. The findings reveal a weak intention-behavior relationship for pedestrians’ habitual behavior. As consistent with the unchanged pedestrians’ behavior, no distinct changes in the pedestrian-cyclist interaction patterns were observed after the “keep left” treatment. There was no significant change in the perceived conflict level and the safety level as well.

摘要以新加坡一条共享人行道上行人和骑自行车的人的互动为例,研究了意向-行为关系。数据收集需要在现场感知调查前后进行,并从现场录制的视频片段中进行自然主义观察。认知调查前一阶段涉及120名行人和119名骑自行车的人,后一阶段涉及59名行人和60名骑自行车者。在前一段时间内,分别为303名行人、148名骑自行车的人和90名行人与自行车的互动,以及在后一段时间分别为262、174和76。研究结果表明,人行道上的“保持左侧”标记通常能有效提高使用者保持左侧的行为意向。然而,尽管骑自行车的人确实改变了他们的行为,但行人没有这样做,这被合理化为是因为他们以前养成的习惯。研究结果表明,行人习惯行为的意向-行为关系较弱。与不变的行人行为一致,“保持左侧”处理后,行人与自行车的互动模式没有明显变化。感知到的冲突水平和安全水平也没有显著变化。
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引用次数: 1
Urban traffic congestion in twelve large metropolitan cities: A thematic analysis of local news contents, 2009–2018 12个大城市的城市交通拥堵:地方新闻内容的主题分析,2009-2018
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2023-01-01 DOI: 10.1080/15568318.2022.2076633
Zhiran Huang , Becky P.Y. Loo

The urban population are increasingly suffering from rising transport costs, worsening air quality, longer commuting time, and traffic congestion. Although much scholarly attention has focused on modeling urban traffic congestion, news contents about traffic jam have rarely been examined systematically. This study selects 12 large metropolitan cities across Asia (Beijing, Bengaluru, Hong Kong, Jakarta, Kuala Lumpur, Manila, and Singapore), Oceania (Auckland and Sydney), Europe (London) and North America (Los Angeles and Toronto) for an in-depth content analysis. More than 40,000 pieces of congestion-related articles in the 2009–2018 period have been identified in the local news media of these cities. We apply techniques of text analytics to analyze underlying themes in relation to sustainable transport and congestion-mitigation measures. Also, a sentiment analysis is conducted to examine the level of frustration expressed. Results show that traffic congestion is no longer perceived to be primarily an economic issue. Concerns over the environmental impacts of traffic congestion were increasingly discussed. Based on the content analysis, cities in Asia mentioned a lot about congestion-related PM2.5 pollution and climate change was a recurrent theme among non-Asian cities. Economic cost related to traffic congestion has received much more attention in high-income cities. With regard to congestion mitigation measures, terms related to promoting public and active transport was the most popular, followed by restriction and regulation measures, and then intelligent transport system (ITS) or smart mobility adoption. It is noteworthy that road capacity expansion has attracted the lowest coverage. Generally, high-density cities discussed more about public and active transport in alleviating traffic jams; and police enforcement was seen as important in tackling traffic congestion across all cities. In relation to the sentiment, there is a positive association between the overall traffic congestion level and the congestion frustration level expressed in local news.

摘要城市人口正日益受到交通成本上升、空气质量恶化、通勤时间延长和交通拥堵的影响。尽管学术界的注意力集中在城市交通拥堵的建模上,但关于交通拥堵的新闻内容很少得到系统的研究。本研究选取亚洲12个大城市(北京、班加罗尔、香港、雅加达、吉隆坡、马尼拉和新加坡)、大洋洲(奥克兰和悉尼)、欧洲(伦敦)和北美(洛杉矶和多伦多)进行深入的内容分析。这些城市的当地新闻媒体已经发现了2009-2018年期间超过40000篇与拥堵有关的文章。我们应用文本分析技术来分析与可持续交通和缓解拥堵措施相关的潜在主题。此外,还进行了情绪分析,以检查所表达的沮丧程度。结果表明,交通拥堵不再被视为主要的经济问题。人们越来越多地讨论交通拥堵对环境的影响。根据内容分析,亚洲城市提到了很多与拥堵相关的PM2.5污染,而气候变化是非亚洲城市中反复出现的主题。在高收入城市,与交通拥堵相关的经济成本受到了更多的关注。关于缓解拥堵措施,与促进公共和积极交通有关的术语最受欢迎,其次是限制和监管措施,然后是智能交通系统或智能出行。值得注意的是,道路通行能力的扩大所吸引的覆盖率最低。一般来说,高密度城市在缓解交通堵塞方面更多地讨论了公共和主动交通;警察执法被视为解决所有城市交通拥堵问题的重要手段。就情绪而言,整体交通拥堵水平与当地新闻中表达的拥堵挫败感水平之间存在正相关。图形摘要
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引用次数: 5
The sustainability of the gig economy food delivery system (Deliveroo, UberEATS and Just-Eat): Histories and futures of rebound, lock-in and path dependency 零工经济外卖系统(Deliveroo、UberEATS和Just-Eat)的可持续性:反弹、锁定和路径依赖的历史和未来
IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES Pub Date : 2023-01-01 DOI: 10.1080/15568318.2022.2066583
Carolynne Lord , Oliver Bates , Adrian Friday , Fraser McLeod , Tom Cherrett , Antonio Martinez-Sykora , Andy Oakey

Online food delivery has transformed the last-mile of food and grocery delivery, with unnoticed yet often significant impacts upon the transport and logistics network. This new model of food delivery is not just increasing congestion in urban centers though, it is also changing the contours and qualities of those doing delivery—namely through gig economy work. This new system of food consumption and provision is rapidly gaining traction, but assessments around its current and future sustainability tend to hold separate the notions of social, environmental and economic sustainability—with few to date working to understand how these can interact, influence and be in conflict with one another. This paper seeks to work with this broader understanding of sustainability, whilst also foregrounding the perspectives of gig economy couriers who are often marginalized in such assessments of the online food delivery system. We make use of systems thinking and Campbell’s conflict model of sustainability to do this. In assessing the online food delivery in this way, we seek to not only provide a counternarrative to some of these previous assessments, but to also challenge those proposing the use of gig economy couriers as an environmentally sustainable logistics intervention in other areas of last-mile logistics to consider how this might impact the broader sustainability of their system, now and in the future.

摘要在线食品配送已经改变了食品和杂货配送的最后一英里,对运输和物流网络产生了未被注意但往往意义重大的影响。然而,这种新的送餐模式不仅加剧了城市中心的拥堵,还改变了送餐人员的轮廓和素质,即通过零工经济工作。这种新的食品消费和供应系统正在迅速获得吸引力,但围绕其当前和未来可持续性的评估往往将社会、环境和经济可持续性的概念分开——迄今为止,很少有人致力于了解这些概念如何相互影响、影响和冲突。本文试图利用对可持续性的更广泛理解,同时也突出了零工经济快递员的观点,他们在对在线送餐系统的评估中往往被边缘化。我们利用系统思维和坎贝尔的可持续性冲突模型来做到这一点。在以这种方式评估在线送餐时,我们不仅试图为之前的一些评估提供一个相反的说法,还试图挑战那些提议在最后一英里物流的其他领域使用零工经济快递作为环境可持续物流干预的人,以考虑这可能会如何影响他们系统的更广泛可持续性,现在和将来。
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引用次数: 10
期刊
International Journal of Sustainable Transportation
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