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Divergent Trajectories of Urban Development in 287 Chinese Cities

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  • Wang, Shenhao
  • Zhao, Jinhua

Abstract

The urbanization and motorization of Chinese cities follow divergent trajectories. However, how the diversity occurred, particularly within the small and medium cities, is understudied. Using panel data from 287 cities from 2001 to 2014 and a time-series clustering method, this study identified representative trajectories along which Chinese cities were urbanized and motorized. Urbanization was measured by scale, wealth, urban form, and infrastructure; motorization by automobile, taxi, bus numbers, and subway lines. Chinese cities were classified into four clusters: 23 Cluster-1 cities were the large cities with heavy rails; 41 Cluster-2 cities were the low-density wealthy cities with auto-oriented mobility; 134 Cluster-3 cities were the low-density medium-wealth cities with moderate mobility levels; and 89 Cluster-4 cities were the high-density poor cities with lowest mobility levels. Comparing to the traditional three-tier structure, exclusively based on political tiers, the four-cluster structure respects the multi-dimensional nature of cities and reflects the essential diversities among the medium and small cities. While political tiers remain critical, other features including scale, density, infrastructure, and mobility patterns are also important: scale differentiates Cluster-1 from others; low density characterizes Clusters 2 and 3; heavy rail and auto-oriented mobility respectively identify Clusters 1 and 2. We contribute to China’s urban development literature by explicitly examining the temporal dimension, analyzing both urbanization and motorization, and incorporating all the medium and small cities in China. The distinct patterns of Clusters 2, 3, and 4 are evident, and the variation within them were as important as that between them and large cities.

Suggested Citation

  • Wang, Shenhao & Zhao, Jinhua, 2018. "Divergent Trajectories of Urban Development in 287 Chinese Cities," OSF Preprints cvjnx, Center for Open Science.
  • Handle: RePEc:osf:osfxxx:cvjnx
    DOI: 10.31219/osf.io/cvjnx
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    References listed on IDEAS

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    1. Wu, Na & Zhao, Shengchuan & Zhang, Qi, 2016. "A study on the determinants of private car ownership in China: Findings from the panel data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 85(C), pages 186-195.
    2. Gregory K. Ingram, 1998. "Patterns of Metropolitan Development: What Have We Learned?," Urban Studies, Urban Studies Journal Limited, vol. 35(7), pages 1019-1035, June.
    3. Domenico Piccolo, 1990. "A Distance Measure For Classifying Arima Models," Journal of Time Series Analysis, Wiley Blackwell, vol. 11(2), pages 153-164, March.
    4. Shen, Qing & Chen, Peng & Pan, Haixiao, 2016. "Factors affecting car ownership and mode choice in rail transit-supported suburbs of a large Chinese city," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 31-44.
    5. Joyce Dargay & Dermot Gately & Martin Sommer, 2007. "Vehicle Ownership and Income Growth, Worldwide: 1960-2030," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 143-170.
    6. Cervero, Robert & Landis, John, 1997. "Twenty years of the Bay Area Rapid Transit system: Land use and development impacts," Transportation Research Part A: Policy and Practice, Elsevier, vol. 31(4), pages 309-333, July.
    7. Eric Heikkila & Ying Xu, 2014. "Seven Prototypical Chinese Cities," Urban Studies, Urban Studies Journal Limited, vol. 51(4), pages 827-847, March.
    8. Walker, Joan & Ben-Akiva, Moshe, 2002. "Generalized random utility model," Mathematical Social Sciences, Elsevier, vol. 43(3), pages 303-343, July.
    9. Baum-Snow, Nathaniel & Kahn, Matthew E., 2000. "The effects of new public projects to expand urban rail transit," Journal of Public Economics, Elsevier, vol. 77(2), pages 241-263, August.
    10. Paul Waddell, 2011. "Integrated Land Use and Transportation Planning and Modelling: Addressing Challenges in Research and Practice," Transport Reviews, Taylor & Francis Journals, vol. 31(2), pages 209-229.
    11. Rietveld, Piet, 1994. "Spatial economic impacts of transport infrastructure supply," Transportation Research Part A: Policy and Practice, Elsevier, vol. 28(4), pages 329-341, July.
    12. Zachary Paul Neal, 2006. "Culinary Deserts, Gastronomic Oases: A Classification of US Cities," Urban Studies, Urban Studies Journal Limited, vol. 43(1), pages 1-21, January.
    13. Ben-Akiva, Moshe & McFadden, Daniel & Train, Kenneth & Börsch-Supan, Axel, 2002. "Hybrid Choice Models: Progress and Challenges," Sonderforschungsbereich 504 Publications 02-29, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
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