A framework to include socio-demographic characteristics in potential job accessibility levels in low-car and car-free development areas in the Netherlands

IF 1.6 4区 工程技术 Q4 TRANSPORTATION Journal of Transport and Land Use Pub Date : 2024-07-10 DOI:10.5198/jtlu.2024.2275
Rutger Meester, M. B. Ulak, K. Geurs
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Abstract

Car-free development has become popular in recent years due to concerns regarding transport-related health issues in urban areas as well as a growing trend toward sustainability and environmentally friendly living. Although car-free development is regarded as progress to promote active transport modes and healthier cities, the accessibility impacts for its residents remain unclear. To address this knowledge gap, this paper proposes a job accessibility assessment framework that integrates individual and household socio-demographic characteristics into a job accessibility assessment, making it possible to account for commuting preferences of different population groups in accessibility analyses. For this purpose, a stated choice survey was conducted in existing low-car areas in the Netherlands to determine transport use and perception of public transport trip characteristics. Then, the influence of socio-demographic characteristics on trip perceptions was analyzed using a Latent Class Logit (LCL) regression model and Monte Carlo simulations. Finally, a multi-modal transport network combining walking and public transport trips was used to assess potential job accessibility levels of different population groups in a car-free development area. The proposed framework was implemented in a case study in the province of Utrecht (the Netherlands). Results show notable differences between the job accessibility levels within different population groups, reflecting distinct perceptions toward commuting trip characteristics based on socio-demographic characteristics and demonstrating the suitability of the applied approach to assess accessibility levels in car-free development areas. Compared to the sample average distribution, more than 15% lower accessibility levels were observed for starters (age 18-35) in some urban areas, indicating the aversion to longer and more expensive commuting trips. Contrarily, increased accessibility levels for families (>2 persons in household) were observed, demonstrating the acceptance to experience longer commuting travel times and additional costs. No differences were observed between accessibility levels of the sample average and senior adults (age >50).
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将社会人口特征纳入荷兰低汽车保有量和无汽车保有量发展区潜在就业可及性水平的框架
近年来,由于人们对城市地区与交通相关的健康问题的关注,以及对可持续发展和环保生活的日益追求,无车发展已成为一种流行趋势。尽管无车发展被认为是促进积极交通模式和更健康城市的进步,但其对居民无障碍环境的影响仍不明确。为了填补这一知识空白,本文提出了一个工作可达性评估框架,将个人和家庭的社会人口特征纳入工作可达性评估中,使在可达性分析中考虑不同人群的通勤偏好成为可能。为此,我们在荷兰现有的低汽车保有量地区开展了一项陈述选择调查,以确定交通使用情况和对公共交通出行特征的看法。然后,利用潜类 Logit(LCL)回归模型和蒙特卡罗模拟分析了社会人口特征对出行感知的影响。最后,结合步行和公共交通出行的多模式交通网络,评估了无车开发区内不同人群的潜在就业可达性水平。在荷兰乌得勒支省的一项案例研究中实施了所提出的框架。结果显示,不同人口群体的工作可达性水平存在明显差异,反映了基于社会人口特征的通勤出行特征的不同看法,并证明了所应用的方法适用于评估无车开发区的可达性水平。与样本平均分布相比,在一些城市地区,初入职场者(18-35 岁)的通勤便利性水平要低 15%以上,这表明他们不愿意进行更长、更昂贵的通勤。与此相反,家庭(家庭人口大于 2 人)的可达性水平却有所提高,这表明他们可以接受更长的通勤时间和更高的通勤成本。样本平均水平与老年人(年龄大于 50 岁)的可达性水平之间没有差异。
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来源期刊
CiteScore
3.40
自引率
5.30%
发文量
34
审稿时长
30 weeks
期刊介绍: The Journal of Transport and Land Usepublishes original interdisciplinary papers on the interaction of transport and land use. Domains include: engineering, planning, modeling, behavior, economics, geography, regional science, sociology, architecture and design, network science, and complex systems. Papers reporting innovative methodologies, original data, and new empirical findings are especially encouraged.
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