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Studies of the Relationship between City Size and Urban Benefits in China Based on a Panel Data Model

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  • Wenbiao Zhang

    (Xinjiang Institute of Geography and Ecology, Chinese Academy of Sciences, Urumqi 830011, China
    University of Chinese Academy of Sciences, Beijing 100049, China)

  • Degang Yang

    (Xinjiang Institute of Geography and Ecology, Chinese Academy of Sciences, Urumqi 830011, China)

  • Jinwei Huo

    (Xinjiang Institute of Geography and Ecology, Chinese Academy of Sciences, Urumqi 830011, China)

Abstract

Policy regarding the size of cities is an important component of China’s urban policy prescription. We used a curvilinear regression model in this study to identify the optimal function and conducted curve panel data regression analysis on the panel data of the benefits of the economy, ecosystem services, and city size in China. In doing so, we obtained the regression relationship between city size and the benefits of the economy, environment, and resources of a city. Our main findings are as follows: (1) city size is not the most important factor determining a city’s benefits. However, there is a significant difference in the average city benefit between cities of various sizes; (2) city per capita GDP increase exhibited an inverted-N-shaped relationship with increasing city size, initially decreasing but subsequently increasing. The city size corresponding to the maximum value was usually higher than or close to the actual city size. Thus, it can be concluded that when a city’s population is more than 1 million, its per capita output increases; (3) a city’s resource services benefits all exhibited the trend of improving with increasing city size. This trend was particularly pronounced among cities with a population of less than 1 million; and (4) a city’s environmental services benefits exhibited an inverted-U-shaped relationship with city size, initially increasing but subsequently decreasing.

Suggested Citation

  • Wenbiao Zhang & Degang Yang & Jinwei Huo, 2016. "Studies of the Relationship between City Size and Urban Benefits in China Based on a Panel Data Model," Sustainability, MDPI, vol. 8(6), pages 1-18, June.
    • Handle: RePEc:gam:jsusta:v:8:y:2016:i:6:p:554-:d:72017
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    1. anonymous, 1995. "Does the bouncing ball lead to economic growth?," Regional Update, Federal Reserve Bank of Atlanta, issue Jul, pages 1-2,4-6.
    2. Overman, Henry G. & Ioannides, Yannis M., 2001. "Cross-Sectional Evolution of the U.S. City Size Distribution," Journal of Urban Economics, Elsevier, vol. 49(3), pages 543-566, May.
    3. Eaton, Jonathan & Eckstein, Zvi, 1997. "Cities and growth: Theory and evidence from France and Japan," Regional Science and Urban Economics, Elsevier, vol. 27(4-5), pages 443-474, August.
    4. Henderson, J. Vernon, 1986. "Efficiency of resource usage and city size," Journal of Urban Economics, Elsevier, vol. 19(1), pages 47-70, January.
    5. Roberta Capello & Roberto Camagni, 2000. "Beyond Optimal City Size: An Evaluation of Alternative Urban Growth Patterns," Urban Studies, Urban Studies Journal Limited, vol. 37(9), pages 1479-1496, August.
    6. Tolley, George S., 1974. "The welfare economics of city bigness," Journal of Urban Economics, Elsevier, vol. 1(3), pages 324-345, July.
    7. N. Rashevsky, 1943. "Contributions to the theory of human relations: VII. Outline of a mathematical theory of the sizes of cities," Psychometrika, Springer;The Psychometric Society, vol. 8(2), pages 87-90, June.
    8. Gerald A. Carlino, 1982. "Manufacturing Agglomeration Economies As Returns To Scale: A Production Function Approach," Papers in Regional Science, Wiley Blackwell, vol. 50(1), pages 95-108, January.
    9. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    10. Charles T. Stewart, Jr. & James T. Bennett, 1975. "Urban Size and Structure and Private Expenditures for Gasoline in Large Cities," Land Economics, University of Wisconsin Press, vol. 51(4), pages 365-373.
    11. Roberto Camagni & Roberta Capello & Andrea Caragliu, 2013. "One or infinite optimal city sizes? In search of an equilibrium size for cities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 51(2), pages 309-341, October.
    12. Xiao-Ping Zheng, 2007. "Measurement of Optimal City Sizes in Japan: A Surplus Function Approach," Urban Studies, Urban Studies Journal Limited, vol. 44(5-6), pages 939-951, May.
    13. Ahjond S. Garmestani & Craig R. Allen & K. Michael Bessey, 2005. "Time-series Analysis of Clusters in City Size Distributions," Urban Studies, Urban Studies Journal Limited, vol. 42(9), pages 1507-1515, August.
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