Public and private transportation in Chinese cities: impacts of population size, city wealth, urban typology, the built environment, and fuel price

Xiangwen Fu, D. Mauzerall, A. Ramaswami
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Abstract

The development of urban transportation is affected by city population size, wealth, urban typology, the built environment, and fuel price, and has significant implications for urban sustainability. We analyze data of 297 Chinese cities between 2017 and 2019 using both simple regressions to examine the relationships between metrics of public and private transportation and city size, and multiple regressions to examine the impacts of the above urban factors on public transit use and private vehicle number. Both public transit use and private vehicle number scale super-linearly with population and sub-linearly with gross regional product. We find that the impacts of population size, city wealth, the built environment, and fuel price on transportation vary across city groups (industrial, mixed-economy, and commercial cities). We find that the relationships between urban transportation metrics and their factors extracted from intra-city variations over time are different from those derived from pooling data of multiple cities over time, indicating the importance of choosing appropriate analyses to inform local policymaking. A key finding is that to reduce private vehicle ownership, enhancing land use diversity, increasing rail transit, and expanding taxi fleets are more effective than increasing density in already dense Chinese cities. Our findings improve understanding of the drivers of public and private transportation in urban China which are needed to promote sustainable growth of Chinese cities.
中国城市公共和私人交通:人口规模、城市财富、城市类型、建筑环境和燃料价格的影响
城市交通的发展受到城市人口规模、财富、城市类型、建筑环境和燃料价格的影响,并对城市的可持续性产生重大影响。我们分析了2017年至2019年297个中国城市的数据,采用简单回归分析了公共交通和私人交通指标与城市规模之间的关系,采用多元回归分析了上述城市因素对公共交通使用和私人车辆数量的影响。公共交通使用和私家车数量与人口呈超线性关系,与地区生产总值呈次线性关系。我们发现,人口规模、城市财富、建筑环境和燃料价格对交通的影响在不同的城市群(工业城市、混合经济城市和商业城市)中有所不同。我们发现,从城市内部变化中提取的城市交通指标及其因素之间的关系与从多个城市的长期汇总数据中得出的关系不同,这表明选择适当的分析来为当地政策制定提供信息的重要性。一个重要的发现是,在已经人口密集的中国城市,减少私家车拥有量、增强土地利用多样性、增加轨道交通和扩大出租车车队比增加密度更有效。我们的研究结果提高了对中国城市公共和私人交通驱动因素的理解,这是促进中国城市可持续发展所必需的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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