IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2019i1p214-d302095.html
   My bibliography  Save this article

Urban Total Factor Productivity: Does Urban Spatial Structure Matter in China?

Author

Listed:
  • Haidong Yu

    (School of Economics, Sichuan University, Chengdu 610065, China)

  • Yong Liu

    (School of Economics, Sichuan University, Chengdu 610065, China)

  • Juanjuan Zhao

    (College of Horticulture and Landscape Architecture, Southwest University, Chongqing 400715, China)

  • Gen Li

    (School of Economics, Sichuan University, Chengdu 610065, China)

Abstract

With the rapid development of urbanization in China, urban spatial form has increasingly gained research attention. In this study, the DEA (data envelopment analysis)-Malmquist index model and a panel data model are used to examine the relationship between the urban spatial form and total factor productivity (TFP) of 30 provincial cities in China. Our method of measuring urban spatial form is different from the current entropy method, but we use remote sensing GIS (Geographic Information System) technology to measure the relevant data on urban compactness and urban elongation. The average values of urban compactness and urban elongation first rise, then fall, and then rise again, and there are alternate situations of urban compact development and urban sprawl and expansion. Furthermore, there is a significant positive correlation between urban compactness and TFP. Therefore, cities with high urban compactness can promote TFP. In addition, there is a significant negative correlation between urban extension rate and TFP, indicating that an increase in urban elongation has a restraining effect on TFP. Finally, the average TFP of each city shows a fluctuating trend of rising first and then declining, which is determined mainly by technological change and efficiency change. These results are expected to provide a scientific basis for the development of urban agglomerations in China.

Suggested Citation

  • Haidong Yu & Yong Liu & Juanjuan Zhao & Gen Li, 2019. "Urban Total Factor Productivity: Does Urban Spatial Structure Matter in China?," Sustainability, MDPI, vol. 12(1), pages 1-18, December.
  • Handle: RePEc:gam:jsusta:v:12:y:2019:i:1:p:214-:d:302095
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/1/214/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/12/1/214/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Evert J Meijers & Martijn J Burger, 2010. "Spatial Structure and Productivity in US Metropolitan Areas," Environment and Planning A, , vol. 42(6), pages 1383-1402, June.
    2. Krüger, Jens, 2003. "The Global Trends of Total Factor Productivity: Evidence from the Nonparametric Malmquist Index Approach," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 34386, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    3. Yong Liu & Hans Peter H Arp & Xiaodong Song & Yu Song, 2017. "Research on the relationship between urban form and urban smog in China," Environment and Planning B, , vol. 44(2), pages 328-342, March.
    4. Pooran Lall & Allen Featherstone & David Norman, 2002. "Productivity Growth in the Western Hemisphere (1978–94): The Caribbean in Perspective," Journal of Productivity Analysis, Springer, vol. 17(3), pages 213-231, May.
    5. Subodh Kumar & R. Robert Russell, 2002. "Technological Change, Technological Catch-up, and Capital Deepening: Relative Contributions to Growth and Convergence," American Economic Review, American Economic Association, vol. 92(3), pages 527-548, June.
    6. Karen C. Seto & Robert K. Kaufmann, 2003. "Modeling the Drivers of Urban Land Use Change in the Pearl River Delta, China: Integrating Remote Sensing with Socioeconomic Data," Land Economics, University of Wisconsin Press, vol. 79(1), pages 106-121.
    7. Federico Martellozzo & Keith C Clarke, 2011. "Measuring Urban Sprawl, Coalescence, and Dispersal: A Case Study of Pordenone, Italy," Environment and Planning B, , vol. 38(6), pages 1085-1104, December.
    8. Bumsoo LEE & Peter GORDON, 2011. "Urban Structure: Its Role In Urban Growth, Net New Business Formation And Industrial Churn," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 33, pages 137-159.
    9. Jun Yin & Qingmei Tan, 2019. "Study on Urban Efficiency Measurement and Spatiotemporal Evolution of Cities in Northwest China Based on the DEA–Malmquist Model," Sustainability, MDPI, vol. 11(2), pages 1-13, January.
    10. Robert Cervero, 2001. "Efficient Urbanisation: Economic Performance and the Shape of the Metropolis," Urban Studies, Urban Studies Journal Limited, vol. 38(10), pages 1651-1671, September.
    11. Yu Song & Guofan Shao & Xiaodong Song & Yong Liu & Lei Pan & Hong Ye, 2017. "The Relationships between Urban Form and Urban Commuting: An Empirical Study in China," Sustainability, MDPI, vol. 9(7), pages 1-17, July.
    12. Leo Sveikauskas, 1975. "The Productivity of Cities," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 89(3), pages 393-413.
    13. Yanwei Zhang & Hualin Xie, 2019. "Interactive Relationship among Urban Expansion, Economic Development, and Population Growth since the Reform and Opening up in China: An Analysis Based on a Vector Error Correction Model," Land, MDPI, vol. 8(10), pages 1-31, October.
    14. Rajashree Kotharkar & Pankaj Bahadure & Neha Sarda, 2014. "Measuring Compact Urban Form: A Case of Nagpur City, India," Sustainability, MDPI, vol. 6(7), pages 1-27, July.
    15. Asif Reza Anik & Sanzidur Rahman & Jaba Rani Sarker, 2017. "Agricultural Productivity Growth and the Role of Capital in South Asia (1980–2013)," Sustainability, MDPI, vol. 9(3), pages 1-24, March.
    16. Niu, Shuwen & Ding, Yongxia & Niu, Yunzhu & Li, Yixin & Luo, Guanghua, 2011. "Economic growth, energy conservation and emissions reduction: A comparative analysis based on panel data for 8 Asian-Pacific countries," Energy Policy, Elsevier, vol. 39(4), pages 2121-2131, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Daming Xu & Qian Wu & Yingkun Feng & Songtao Wu, 2022. "COVID-19: Evaluation of Fever Clinic and Fever Sentinel Configuration—A Case Study of Harbin, China," Sustainability, MDPI, vol. 14(15), pages 1-22, July.
    2. Lei Jiang & Yuan Chen & Hui Zha & Bo Zhang & Yuanzheng Cui, 2022. "Quantifying the Impact of Urban Sprawl on Green Total Factor Productivity in China: Based on Satellite Observation Data and Spatial Econometric Models," Land, MDPI, vol. 11(12), pages 1-17, November.
    3. Shaohua Zhang & Tzu-Pu Chang & Li-Chuan Liao, 2020. "A Dual Challenge in China’s Sustainable Total Factor Productivity Growth," Sustainability, MDPI, vol. 12(13), pages 1-17, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wan Li & Bindong Sun & Tinglin Zhang, 2019. "Spatial structure and labour productivity: Evidence from prefectures in China," Urban Studies, Urban Studies Journal Limited, vol. 56(8), pages 1516-1532, June.
    2. Lu, Yuhai & Gong, Mincheng & Lu, Linzhuo & Wang, Yaqin & Wang, Yang, 2024. "Urban polycentrism and total-factor energy efficiency: An analysis based on the night light data," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    3. Peng Ji & Lilin Yuan, 2023. "Whether polycentric spatial structure is conducive to regional coordinated development: A study on urban agglomerations in China," Growth and Change, Wiley Blackwell, vol. 54(4), pages 940-961, December.
    4. Ma Salinas-Jiménez & Javier Salinas-Jiménez, 2011. "Corruption and total factor productivity: level or growth effects?," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 10(2), pages 109-128, August.
    5. Krasnopjorovs, Olegs, 2013. "Latvijas ekonomikas izaugsmi noteicošie faktori [Factors of Economic Growth in Latvia]," MPRA Paper 47550, University Library of Munich, Germany.
    6. Marcel Timmer & Bart Los, 2005. "Localized Innovation and Productivity Growth in Asia: An Intertemporal DEA Approach," Journal of Productivity Analysis, Springer, vol. 23(1), pages 47-64, January.
    7. Eiji Yamamura & Inyong Shin, 2009. "Effects of Income Inequality on Growth through Efficiency Improvement and Capital Accumulation," International Economic Journal, Taylor & Francis Journals, vol. 23(2), pages 237-258.
    8. Yamamura, Eiji & Shin, Inyong, 2007. "Dynamics of agglomeration economies and regional industrial structure: The case of the assembly industry of the Greater Tokyo Region, 1960-2000," Structural Change and Economic Dynamics, Elsevier, vol. 18(4), pages 483-499, December.
    9. Paolo VENERI & David BURGALASSI, 2011. "Spatial Structure and Productivity in Italian NUTS-3 Regions," Working Papers 364, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    10. Jerry Zhirong Zhao & Shengnan Lou & Camila Fonseca & Richard Feiock & Ruowen Shen, 2021. "Explaining transit expenses in US urbanised areas: Urban scale, spatial form and fiscal capacity," Urban Studies, Urban Studies Journal Limited, vol. 58(2), pages 280-296, February.
    11. Ant Afonso & Miguel St. Aubyn, 2013. "Public and private inputs in aggregate production and growth: a cross-country efficiency approach," Applied Economics, Taylor & Francis Journals, vol. 45(32), pages 4487-4502, November.
    12. Ran Guo & Hong Leng & Qing Yuan & Shiyi Song, 2022. "Impact of Urban Form on CO 2 Emissions under Different Socioeconomic Factors: Evidence from 132 Small and Medium-Sized Cities in China," Land, MDPI, vol. 11(5), pages 1-20, May.
    13. Eiji Yamamura & Inyong Shin, 2012. "Heterogeneity, Trust, Human Capital and Productivity Growth: Decomposition Analysis," Journal of Economics and Econometrics, Economics and Econometrics Society, vol. 55(2), pages 51-77.
    14. Carmen L�pez Pueyo & M� Jes�s Manceb�n Torrubia, 2009. "Sources of productivity growth and convergence in ict industries: an intertemporal non-parametric frontier approach?," Documentos de Trabajo dt2009-04, Facultad de Ciencias Económicas y Empresariales, Universidad de Zaragoza.
    15. Chen, Zhao & Lu, Ming & Ni, Pengtu, 2016. "Urbanization and Rural Development in the People’s Republic of China," ADBI Working Papers 596, Asian Development Bank Institute.
    16. López-Pueyo, Carmen & Mancebón, María-Jesús, 2010. "Innovation, accumulation and assimilation: Three sources of productivity growth in ICT industries," Journal of Policy Modeling, Elsevier, vol. 32(2), pages 268-285, March.
    17. Kerstin Enflo & Per Hjertstrand, 2009. "Relative Sources of European Regional Productivity Convergence: A Bootstrap Frontier Approach," Regional Studies, Taylor & Francis Journals, vol. 43(5), pages 643-659.
    18. Chau, Nancy H. & Qin, Yu & Zhang, Weiwen, 2015. "Networked Leaders in the Shadow of the Market – A Chinese Experiment in Allocating Land Conversion Rights," Working Papers 250022, Cornell University, Department of Applied Economics and Management.
    19. Epure, Mircea & Kerstens, Kristiaan & Prior, Diego, 2011. "Technology-based total factor productivity and benchmarking: New proposals and an application," Omega, Elsevier, vol. 39(6), pages 608-619, December.
    20. Kevin S. Nell & Maria M. De Mello, 2019. "The interdependence between the saving rate and technology across regimes: evidence from South Africa," Empirical Economics, Springer, vol. 56(1), pages 269-300, January.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:12:y:2019:i:1:p:214-:d:302095. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.