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Distribution facilities in California: A dynamic landscape and equity considerations 加利福尼亚州的分销设施:动态景观和公平考虑
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2022-12-28 DOI: 10.5198/jtlu.2022.2130
M. Jaller, Xiuli Zhang, Xiaodong Qian
This work studies the distribution of warehouses and distribution centers (W&DCs) in California and analyzes their potential relationships with disadvantaged communities (DACs). Through aggregated spatial analyses and econometric modeling, the research compares the concentration of W&DCs in five metropolitan planning organizations (MPOs) in California. The analyses show that the weighted geometric centers of W&DCs have shifted slightly toward city central areas in all five MPOs in the last few years, contrasting to the logistics sprawl trends evidenced in previous research. In the Bay Area and Southern California, W&DCs are more prevalent in areas with higher pollution burden, according to the CalEnviroScreen (CS) score. In Southern California, the study analyzes disaggregate industrial real estate data of 49,697 property transactions (properties sold) between 1989 and 2018. On average, the size of the facilities transacted have decreased, especially for those closer to the urban center. These results are confirmed using parametric and non-parametric data analyses. During recent years, smaller and closer (to the urban core) facilities represent the largest share in the transactions, consistent with the trends in e-commerce and its associated distribution requirements. Moreover, the data show a disproportionate sitting of facilities in areas where DACs reside. The paper ends with a discussion of policy and planning recommendations.
本工作研究了加州仓库和配送中心(w&dc)的分布,并分析了它们与弱势社区(DACs)的潜在关系。通过汇总空间分析和计量经济模型,研究比较了加州五个城市规划组织(mpo)中w&dc的集中程度。分析表明,在过去的几年中,五个mpo的物流中心的加权几何中心都略微向城市中心地区转移,这与之前的研究表明的物流扩张趋势形成了对比。根据CalEnviroScreen (CS)评分,在湾区和南加州,w&dc在污染负担较高的地区更为普遍。在南加州,该研究分析了1989年至2018年间49,697笔房地产交易(出售的房产)的分类工业房地产数据。平均而言,交易设施的规模有所减少,尤其是靠近市中心的设施。使用参数和非参数数据分析证实了这些结果。近年来,更小和更靠近(城市核心)的设施在交易中占最大份额,这与电子商务的趋势及其相关的分销要求相一致。此外,数据显示,在dac居住的地区,设施的分布不成比例。论文最后讨论了政策和规划建议。
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引用次数: 0
Transit-oriented development for older people: Does using multiple public transport options improve their physical and mental health? 以交通为导向的老年人发展:使用多种公共交通选择是否能改善他们的身心健康?
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2022-12-08 DOI: 10.5198/jtlu.2022.2152
Yao Du, Guibo Sun, M. Kwan
Transit-oriented cities often use urban rail transit (e.g., metro) to lead public transport development (TOD), which might overlook other public transport options (e.g., bus) that matter for the health and wellbeing of older people. We investigate older people’s public transport use patterns and how multiple public transport options are related to the physical and mental health of older people. In the case city of Hong Kong, which is well-known for its metro-led transit-oriented development, we collected questionnaire data from 826 older people on their public transport use behaviors, route environment to normally used stops/stations, and physical and mental health. We used univariate analysis to measure explanatory factors (P<0.25). We applied multivariable linear regression models with several sensitivity analyses to test the associations among public transport use, route environment, and health outcomes, adjusting for covariates of individual factors, physical activity, and self-reported chronic disease. We found that (1) using multiple public transport options was positively associated with better physical health (p<0.001); (2) mixed metro and bus users had the highest physical activity (high level with MET-mins/week>3,000, 75%) as well as the best physical health (physical component summary (PCS) >50, 41.42%) and mental health (mental component summary (MCS) > 50, 68.28%), compared to bus-only or metro-only users; and (3) for mixed-mode users, pedestrian crowdedness was negatively associated with physical health (p < 0.01), while satisfaction in sidewalk width was positively related to mental health (p=0.038).We found that older people prefer multiple public transport options rather than the metro-dominated single-mode, and this travel preference benefits the physical and mental health of this population. Our research helps deepen the understanding of public transport use and associated health outcomes among older people and has policy implications for TOD planning concerning the aging population.
以交通为导向的城市通常使用城市轨道交通(如地铁)来领导公共交通发展(TOD),这可能会忽视对老年人健康和福祉至关重要的其他公共交通选择(如公交车)。我们调查了老年人的公共交通使用模式,以及多种公共交通选择如何与老年人的身心健康相关。以香港为例,我们收集了826名老年人的公共交通使用行为、前往正常使用站点的路线环境以及身心健康的问卷数据。我们使用单变量分析来衡量解释因素(P3000,75%),以及最佳身体健康(身体成分汇总(PCS)>50,41.42%)和心理健康(心理成分汇总(MCS)>50,68.28%),与仅乘坐公交车或地铁的用户相比;(3)对于混合模式用户,行人拥挤与身体健康呈负相关(p<0.01),而人行道宽度满意度与心理健康呈正相关(p=0.038)。我们的研究有助于加深对老年人公共交通使用和相关健康结果的理解,并对老龄化人口的TOD规划具有政策意义。
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引用次数: 0
Factors influencing subjective walkability: Results from built environment audit data 影响主观步行性的因素:来自建筑环境审计数据的结果
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2022-11-14 DOI: 10.5198/jtlu.2022.2234
Lancelot Rodrigue, Julie Daley, L. Ravensbergen, Kevin Manaugh, Rania Wasfi, Gregory P Butler, A. El-geneidy
Subjective walkability is a measure of the perceived friendliness of walking in an area. Though subjective walkability is less commonly assessed than objective measurements, the latter often fail to reflect the experience of walking. This study aims to better understand subjective walkability and how it varies between travel and leisure walking by investigating its relationship with the built environment and land-use characteristics. Data is collected from 848 street segments in Montreal, Canada, using the MAPS-mini audit tool, external measurements including Walkscore as well as synthetic subjective walkability scores. Mixed effect multilevel models are then generated using travel and leisure subjective walkability scores as dependent variables and built environment features as independent variables. Statistically significant positive predictors of perceived walkability differ between walking for travel and walking for leisure. Walkscore is found to have a weak but significant effect on perceived walkability for travel but no effect at all for leisure. Based on this research, a multi-scalar approach both at the street and neighborhood level making use of a combination of objective and subjective walkability measures should be employed to study predictors of walking behavior. Lastly, distinctions of walking behaviors based on trip purpose should be integrated in future research.
主观可步行性是衡量在一个地区行走时感觉到的友好程度。尽管主观步行能力的评估不如客观测量,但客观测量往往无法反映步行体验。本研究旨在通过调查主观步行能力与建筑环境和土地利用特征的关系,更好地了解主观步行能力以及主观步行能力在旅行和休闲步行之间的变化。使用MAPS小型审计工具、包括步行得分在内的外部测量以及综合主观步行能力得分,从加拿大蒙特利尔的848个街道路段收集数据。然后,使用旅行和休闲主观可步行性得分作为因变量,并将建筑环境特征作为自变量,生成混合效应多级模型。旅行步行和休闲步行对感知步行能力的统计显著正预测因素不同。Walkscore被发现对旅行的可步行性有微弱但显著的影响,但对休闲完全没有影响。基于这项研究,应该在街道和社区层面采用多标量方法,结合客观和主观的步行能力测量来研究步行行为的预测因素。最后,基于旅行目的的步行行为差异应纳入未来的研究。
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引用次数: 3
Is informal transport flexible? 非正式交通是否灵活?
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2022-11-02 DOI: 10.5198/jtlu.2022.2213
Tamara Kerzhner
Informal transport is often described as flexible, reactive, demand responsive, niche-filling, and in-tune with passenger needs. This paper proposes expanded definitions of flexibility in the operations of informal transport networks and presents a theoretical framing for understanding the growth and change in the locations of routes and terminals. Based on surveys and interviews of transport workers and regulators in four African cities, it argues that individually competing vehicles encounter coordination failures that limit their incentives for searching out niche services. Meanwhile, in cities with localized, route-based associations, organizations of multiple vehicles are able to take on the initiative and risk of developing new service locations and responding to passenger demand. This is done through a complex, gradual process that includes temporary subsidies to drivers and operators, testing and measuring potential demand, and advertising the new route. The key mechanism is in competition not between individual drivers, who manage internal competition carefully with a variety of mechanisms to distribute income opportunities fairly, but between firms and associations over territorial coverage. This not only opens potential for engaging transport associations in planning and policymaking, but also reveals limitations to the coverage and equity of access offered by existing networks and incentive structures.
非正规交通通常被描述为灵活、反应性强、需求响应性强、小众性强,并符合乘客需求。本文提出了非正式交通网络运营灵活性的扩展定义,并为理解路线和终点站位置的增长和变化提供了一个理论框架。根据对四个非洲城市的运输工人和监管机构的调查和采访,它认为,单独竞争的车辆会遇到协调故障,这限制了他们寻找利基服务的动机。同时,在具有本地化、基于路线的协会的城市中,多辆车的组织能够承担开发新服务地点和响应乘客需求的主动性和风险。这是通过一个复杂而渐进的过程来实现的,包括对司机和运营商的临时补贴、测试和衡量潜在需求,以及为新路线做广告。关键机制不是个体司机之间的竞争,他们通过各种机制谨慎管理内部竞争,公平分配收入机会,而是企业和协会之间的竞争。这不仅为交通协会参与规划和政策制定开辟了潜力,还揭示了现有网络和激励结构在覆盖范围和公平准入方面的局限性。
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引用次数: 1
Active transportation policy and practice in the city of Oulu from 1998 to 2016—A mixed methods study 1998 - 2016年奥卢市主动交通政策与实践——混合方法研究
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2022-11-02 DOI: 10.5198/jtlu.2022.2034
Mikko Kärmeniemi, Tiina Lankila, E. Rönkkö, Kari Nykänen, Heli Koivumaa-Honkanen, R. Korpelainen
Land use and transportation policies have been recognized globally as major sources of physical inactivity, but there has been a gap between research and policy implementation. Our objective for this research was to produce an integrated view of community planning policies and the association between urban form characteristics and transportation mode choices in the city of Oulu from 1998 to 2016.Our findings showed that increasing density and diversity of the urban form, emphasizing active transportation, and developing the city center were highlighted in the community and transportation planning policies. In practice, urban form development focused on the inner city, but in the outer urban area and urban fringe, sprawl and car dependency increased. Overall, the active transportation mode share decreased by 2 percentage points during the follow-up, but increases in density, mix and access networks were associated with increased walking and cycling compared to car use.In conclusion, no consensus was established in Oulu to limit the dominance of private motor vehicles. Decreased active transportation mode share might have been due to inadequately assessed functional mix outside the inner city, increased urban sprawl and building more capacity for cars. In the future, stronger political leadership, increased density, better access to nearby services combined with investments in public transportation will be required to meet the policy goals.
土地使用和运输政策已被全球公认为身体不活动的主要来源,但在研究和政策实施之间存在差距。本研究的目的是对1998年至2016年奥卢市的社区规划政策以及城市形态特征与交通方式选择之间的关系产生一个综合的看法。我们的研究结果表明,城市形态的密度和多样性不断增加,强调积极的交通,社区和交通规划政策都强调了发展市中心。在实践中,城市形态发展主要集中在内城,但在外城区和城市边缘,蔓延和汽车依赖增加。总体而言,在随访期间,活跃的交通方式份额下降了2个百分点,但与汽车使用相比,密度、混合和接入网络的增加与步行和骑自行车的增加有关。总之,在奥卢没有就限制私人机动车辆的主导地位达成共识。主动交通方式份额的下降可能是由于对内城以外的功能组合评估不足、城市扩张加剧以及汽车产能的增加。未来,需要更强有力的政治领导、更高的密度、更好地获得附近的服务,再加上对公共交通的投资,才能实现政策目标。
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引用次数: 0
Beyond bans: A political economy of used vehicle dependency in Africa 禁令之外:非洲二手车依赖的政治经济
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2022-10-25 DOI: 10.5198/jtlu.2022.2202
Festival Godwin Boateng, J. Klopp
African countries serve as used vehicle dumping sites for advanced capitalist countries, undermining global and local goals to move toward safe and low-emissions transport. Africa’s used vehicle dependency is commonly explained in terms of push-pull factors linked to demand for new cars and stringent environmental policies in wealthier countries that make available used vehicles for export, the limited purchasing power for less-polluting new safer vehicles, and weak regulation of vehicle emissions in Africa, all of which sustain used vehicle import on the continent. Drawing on the Ghanaian case, we present an enhanced explanation that brings in the role of historical underinvestment in public transport and larger processes that channel public resources toward car-oriented transport and land use, marginalizing other modes of transport used by the majority. Using historically informed political economy analyses and drawing on interviews and grey literature including media and institutional sources, this paper makes two contributions. First, it advances used vehicle research by moving beyond the push-pull approach to incorporate the historical institutional drivers of used vehicle and automobile consumption generally in Africa. Second, it provides insight into why used vehicle import bans on their own are unlikely to lead to sustained environmental and public health benefits and instead recommends more holistic policies for shifting toward cleaner, safer and affordable public transport in Africa. Transport and land-use planning reforms and investment prioritizing public transit including minibus recapitalization programs, as well as mixed land use and transit-oriented development can help reduce used vehicle dependency and the harms it brings.
非洲国家是先进资本主义国家的二手车倾倒地,破坏了全球和地方实现安全低排放运输的目标。非洲对二手车的依赖通常用推挽因素来解释,推挽因素与新车需求有关,富裕国家提供二手车出口的严格环境政策,污染较低的新型安全汽车的购买力有限,以及非洲对汽车排放的监管不力,所有这些都维持了欧洲大陆的二手车进口。根据加纳的案例,我们提出了一个强化的解释,即历史上对公共交通投资不足的作用,以及将公共资源引导到以汽车为导向的交通和土地使用的更大过程,将大多数人使用的其他交通方式边缘化。本文运用历史知情的政治经济学分析,借鉴采访和灰色文献,包括媒体和制度来源,做出了两个贡献。首先,它超越了推拉法,将非洲二手车和汽车消费的历史制度驱动因素纳入其中,从而推进了二手车研究。其次,它深入了解了为什么二手车进口禁令本身不太可能带来持续的环境和公共健康效益,并建议采取更全面的政策,在非洲转向更清洁、更安全和负担得起的公共交通。交通和土地利用规划改革以及优先投资公共交通,包括小型公共汽车资本重组计划,以及混合土地利用和以交通为导向的发展,都有助于减少对二手车的依赖及其带来的危害。
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引用次数: 2
Interactive mapping for public transit planning: Comparing accessibility and travel-time framings 公共交通规划的交互式制图:比较可达性和旅行时间框架
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2022-10-11 DOI: 10.5198/jtlu.2022.1760
Anson F. Stewart, P. Zegras
As transport planners increasingly frame project impacts in accessibility terms, it is worth considering how this foundational land-use transport interaction concept can shape stakeholder attitudes. In this paper, we test whether framing the benefits of public transit projects in terms of increased accessibility better fosters enthusiasm among advocates, as compared to framing benefits in terms of travel-time savings. We test two versions of an interactive mapping tool in small workshops examining upgraded bus services. One version shows isochrones and accessibility indicators, and the other shows paths and travel time indicators. Results from pre- and post-surveys suggest that framing impacts in accessibility terms may encourage broader thinking and stronger dialog than framing impacts in time-savings terms. In particular, the accessibility version seems to mitigate skepticism and car users’ predispositions against upgrading bus service. An unexpected result is that many workshop participants report decreased overall enthusiasm for the bus upgrades after using either version of the tool. This disappointment may stem from an unrealistic baseline, which assumes perfect schedule adherence not aligned with lived experiences. Future research should consider tools that help stakeholders understand and deliberate about actual service and network-level reliability, and testing such tools with wider audiences.
随着交通规划者越来越多地将项目影响纳入可达性框架,值得考虑的是,这种基础的土地利用交通互动概念如何影响利益相关者的态度。在本文中,我们测试了在增加可达性方面构建公共交通项目的好处是否比在节省旅行时间方面构建好处更能激发倡导者的热情。我们在检查升级后的巴士服务的小作坊中测试了两个版本的交互式地图工具。一个版本显示等时线和可达性指标,另一个版本显示路径和旅行时间指标。前后调查的结果表明,与节省时间的框架影响相比,可访问性方面的框架影响可能会鼓励更广泛的思考和更强有力的对话。特别是,无障碍版本似乎减轻了怀疑和汽车用户对升级公共汽车服务的倾向。一个意想不到的结果是,许多研讨会参与者报告说,在使用了该工具的任何一个版本之后,对总线升级的总体热情有所下降。这种失望可能源于一个不切实际的基线,它假设完美的时间表遵守与生活经验不一致。未来的研究应该考虑帮助利益相关者理解和考虑实际服务和网络级可靠性的工具,并在更广泛的受众中测试这些工具。
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引用次数: 0
Subway expansion, job accessibility improvements, and home value appreciation in four global cities: Considering both local and network effects 四个全球城市的地铁扩建、工作可达性改善和房屋价值增值:考虑地方和网络效应
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2022-10-06 DOI: 10.5198/jtlu.2022.2146
Adriano Borges Costa, Camila Ramos, Siqi Zheng
We explore the potential of incorporating accessibility analysis in addressing the impact of subway expansions on the real estate market. We first demonstrate that by using increases in accessibility to jobs as a continuous treatment variable, rather than adopting a binary station dummy approach, we achieve better goodness-of-fit in a quasi-experimental econometric analysis. Furthermore, accessibility measures allow the exploration of impacts beyond the local effects around new subway stations, shedding light on a network impact that has been largely overlooked to date. To increase the external validity of our findings, we apply the same analysis to the cities of Santiago (Chile), Sao Paulo (Brazil), Singapore, and Barcelona (Spain). and then explore the emergent patterns. We argue that the integration of urban economics and transportation analysis via the use of accessibility measures constitutes an innovation in the empirical approach commonly adopted in the literature. The use of such measures in causal empirical studies on transportation impacts can yield more robust and comprehensive results and capture nuanced spatial heterogeneity effects.
我们探讨了将可达性分析纳入解决地铁扩建对房地产市场影响的潜力。我们首先证明,通过使用工作可及性的增加作为连续处理变量,而不是采用二元站虚拟方法,我们在准实验计量经济学分析中获得了更好的拟合优度。此外,可达性措施允许探索新地铁站周围的局部影响之外的影响,从而揭示迄今为止在很大程度上被忽视的网络影响。为了提高研究结果的外部有效性,我们对圣地亚哥(智利)、圣保罗(巴西)、新加坡和巴塞罗那(西班牙)等城市进行了相同的分析。然后探索涌现模式。我们认为,通过使用可达性措施将城市经济学和交通分析结合起来,是文献中普遍采用的经验方法的创新。在交通影响的因果实证研究中使用这些措施可以产生更可靠和全面的结果,并捕捉细微的空间异质性效应。
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引用次数: 1
City parks and slow streets: A utility-based access and equity analysis 城市公园和慢街:基于效用的访问和公平分析
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2022-09-26 DOI: 10.5198/jtlu.2022.2009
Gregory S. Macfarlane, Carole Turley Voulgaris, Teresa Tapia
During the spring and summer of 2020, cities across the world responded to the global COVID-19 pandemic by converting roadway facilities into open pedestrian spaces. These conversions improved access to public open space, but measuring the variation in that improvement among different populations requires clear definitions of access and methods for measuring it. In this study, we evaluate the change in a utility-based park accessibility measure resulting from street conversions in Alameda County, California. Our utility-based accessibility measure is constructed from a park activity location choice model we estimate using mobile device data – supplied by StreetLight Data, Inc. – representing trips to parks in that county. The estimated model reveals heterogeneity in inferred affinity for park attributes among different sociodemographic groups. We find, for example, that neighborhoods with more lower-income residents and those with more residents of color show a greater preference for park proximty while neighborhods with higher incomes and those with more white residents show a greater preference for park size and amenities. We then apply this model to examine the accessibility benefits resulting from COVID-19 street conversions to create a set of small park-like open spaces; we find that this has been a pro-social policy in that Black, Hispanic, and low-income households receive a disproportionate share of the policy benefits, relative to the population distribution.
在2020年春夏期间,世界各地的城市通过将道路设施转变为开放的行人空间来应对全球COVID-19大流行。这些转变改善了进入公共开放空间的机会,但衡量这种改善在不同人群中的差异需要明确的机会定义和衡量方法。在本研究中,我们评估了加利福尼亚州阿拉米达县街道改造导致的基于公用事业的公园可达性指标的变化。我们基于效用的可达性度量是基于一个公园活动地点选择模型构建的,我们使用移动设备数据(由StreetLight data, Inc.提供)来估算该县的公园行程。估计模型揭示了不同社会人口群体对公园属性的推断亲和力的异质性。例如,我们发现,低收入居民较多的社区和有色人种居民较多的社区更倾向于公园附近,而收入较高的社区和白人居民较多的社区更倾向于公园的大小和便利设施。然后,我们应用该模型来检查COVID-19街道转换带来的可达性效益,以创建一组小型公园般的开放空间;我们发现,这是一项亲社会政策,因为相对于人口分布,黑人、西班牙裔和低收入家庭获得了不成比例的政策利益份额。
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引用次数: 4
Is private-schooling problematic for transportation? Evidence from Southeast Queensland, Australia 私立学校教育对交通有问题吗?来自澳大利亚昆士兰东南部的证据
IF 1.9 4区 工程技术 Q4 TRANSPORTATION Pub Date : 2022-09-14 DOI: 10.5198/jtlu.2022.1874
Yiping Yan, M. Burke, Abraham Leung, J. Mcbroom
School travel behaviors are associated with children’s health and well-being, traffic congestion, and sustainability. Australia has seen a steady rise in the number of car-passenger trips made by children to school, and a decline in walking-to-school. Australia differs from most nations in that it has one of the highest rates of private schooling in the world at around 34%, supported by high levels of Commonwealth Government funding. Little is known about the effects this has on travel behavior and whether it is a factor in Australia’s high rates of chauffeuring. This paper looks at journeys-toschool in South-East Queensland. Two research questions were posed: i) how do students in private and public schools travel to school, including mode shares and median trip-distances by mode?; and ii) is there any relationship between school type and mode choice, when controlling for key demographic and land use variables? Advanced geo-spatial matching allocated all trips made to schools in the 2017-2019 South East Queensland Travel Survey to either public or private schools. The resulting dataset included 2600 public school students’ trips to school and 1117 private school students’ trips to school. The public and private schools’ commuting travel behavior was then examined. Private motor vehicle is the most frequently chosen mode for travelling to school across the two groups (72.3% for public and 74.6% for private). The proportion of students walking/biking to school is 2.3 times greater for public than for private schools (16.8% versus 7.3%) even though those two groups share the same median trip distance value in active travel. For all other travel modes (automobile, public transportation and school bus), median trip distances are greater for private school students than private school students. Multinomial logistic regression modelling suggests that private school students are less likely to walk/cycle to school than public school students when controlling for key demographics and schools’ urban form characteristics. Private schools appear to disproportionately contribute to traffic congestion. Australia should consider amending its school policy frameworks to help address these concerns.
学校出行行为与儿童的健康和福祉、交通拥堵和可持续性有关。澳大利亚儿童乘车上学的次数稳步上升,步行上学的人数下降。澳大利亚与大多数国家的不同之处在于,它是世界上私立教育率最高的国家之一,约为34%,得到了英联邦政府的高水平资助。人们对这对旅行行为的影响以及这是否是澳大利亚高司机率的一个因素知之甚少。这篇论文着眼于昆士兰东南部的上学之旅。提出了两个研究问题:一)私立和公立学校的学生如何上学,包括模式份额和按模式划分的中位旅行距离?;以及ii)在控制关键的人口和土地利用变量时,学校类型和模式选择之间是否存在任何关系?在2017-2019年昆士兰东南部旅游调查中,先进的地理空间匹配将所有前往学校的旅行分配给公立或私立学校。由此产生的数据集包括2600名公立学校学生的上学旅行和1117名私立学校学生的放学旅行。然后对公立和私立学校的通勤出行行为进行了调查。在这两个群体中,私家车是最常选择的上学方式(72.3%的公共交通工具和74.6%的私人交通工具)。公立学校的学生步行/骑自行车上学的比例是私立学校的2.3倍(16.8%对7.3%),尽管这两个群体在积极旅行中的旅行距离中值相同。对于所有其他出行方式(汽车、公共交通和校车),私立学校学生的平均出行距离大于私立学校学生。多元逻辑回归模型表明,在控制关键人口统计和学校的城市形态特征时,私立学校的学生比公立学校的学生步行/骑自行车上学的可能性更小。私立学校似乎不成比例地造成了交通拥堵。澳大利亚应考虑修改其学校政策框架,以帮助解决这些问题。
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引用次数: 1
期刊
Journal of Transport and Land Use
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