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Research on the Structural Features and Influential Factors of the Spatial Network of China’s Regional Ecological Efficiency Spillover

Author

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  • Jingrong Xu

    (Institute of Industrial Economics of Hohai University, Nanjing 211100, China)

  • Dechun Huang

    (Institute of Industrial Economics of Hohai University, Nanjing 211100, China)

  • Zhengqi He

    (Institute of Industrial Economics of Hohai University, Nanjing 211100, China)

  • Yun Zhu

    (Institute of Industrial Economics of Hohai University, Nanjing 211100, China)

Abstract

A regional coordinated development strategy is an important measure that is often used to implement sustainable development in China. However, many obstacles greatly limit the realization of regional ecological coordinated sustainable development. In this paper, ecological efficiency is utilized as an important indicator of sustainable development, and the network analysis method is used to explore the spatial correlation relationship of regional ecological coordinated sustainable development. This paper calculates the ecological efficiency of each region using the Window slacks-based measure (Window-SBM) model, formulates the spatial network of regional ecological efficiency spillover through the vector auto-regressive (VAR) Granger causality model, and analyzes the spatial spillover relationship and influencing factors of regional ecological efficiency by using the social network analysis method. It is found that the spillover network of ecological efficiency in each region presents a typical core-edge structure. In addition, there is an obvious hierarchical structure among blocks with different directions and functions. Industrial structure, economic development, and geographical proximity have a positive impact on the spatial spillover of regional ecological efficiency, while environmental regulation has a negative impact. Finally, relevant policy suggestions are put forward.

Suggested Citation

  • Jingrong Xu & Dechun Huang & Zhengqi He & Yun Zhu, 2020. "Research on the Structural Features and Influential Factors of the Spatial Network of China’s Regional Ecological Efficiency Spillover," Sustainability, MDPI, vol. 12(8), pages 1-22, April.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:8:p:3137-:d:345157
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    1. Emilie Caldeira & Martial Foucault & Gregoire Rota-Graziosi, 2015. "Decentralization in Africa and the nature of local governments’ competition: evidence from Benin," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 22(6), pages 1048-1076, December.
    2. Luis Orea & Alan Wall, 2017. "A Parametric Approach to Estimating Eco-Efficiency," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(3), pages 901-907, September.
    3. Wang, Zhao-Hua & Zeng, Hua-Lin & Wei, Yi-Ming & Zhang, Yi-Xiang, 2012. "Regional total factor energy efficiency: An empirical analysis of industrial sector in China," Applied Energy, Elsevier, vol. 97(C), pages 115-123.
    4. Picazo-Tadeo, Andrés J. & Beltrán-Esteve, Mercedes & Gómez-Limón, José A., 2012. "Assessing eco-efficiency with directional distance functions," European Journal of Operational Research, Elsevier, vol. 220(3), pages 798-809.
    5. Zhao, Zhe & Bai, Yuping & Wang, Guofeng & Chen, Jiancheng & Yu, Jiangli & Liu, Wei, 2018. "Land eco-efficiency for new-type urbanization in the Beijing-Tianjin-Hebei Region," Technological Forecasting and Social Change, Elsevier, vol. 137(C), pages 19-26.
    6. Emilie Caldeira & Martial Foucault & Gregoire Rota-Graziosi, 2015. "Decentralization in Africa and the nature of local governments’ competition: evidence from Benin," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 22(6), pages 1048-1076, December.
    7. Sole-Olle, Albert, 2006. "Expenditure spillovers and fiscal interactions: Empirical evidence from local governments in Spain," Journal of Urban Economics, Elsevier, vol. 59(1), pages 32-53, January.
    8. David R. Agrawal, 2015. "The Tax Gradient: Spatial Aspects of Fiscal Competition," American Economic Journal: Economic Policy, American Economic Association, vol. 7(2), pages 1-29, May.
    9. Devereux, M.P. & Lockwood, B. & Redoano, M., 2007. "Horizontal and vertical indirect tax competition: Theory and some evidence from the USA," Journal of Public Economics, Elsevier, vol. 91(3-4), pages 451-479, April.
    10. Yang, Min & Li, Yongjun & Chen, Ya & Liang, Liang, 2014. "An equilibrium efficiency frontier data envelopment analysis approach for evaluating decision-making units with fixed-sum outputs," European Journal of Operational Research, Elsevier, vol. 239(2), pages 479-489.
    11. Besley, Timothy & Case, Anne, 1995. "Incumbent Behavior: Vote-Seeking, Tax-Setting, and Yardstick Competition," American Economic Review, American Economic Association, vol. 85(1), pages 25-45, March.
    12. Tao Liu & Jixia Li & Juan Chen & Shaolei Yang, 2019. "Urban Ecological Efficiency and Its Influencing Factors—A Case Study in Henan Province, China," Sustainability, MDPI, vol. 11(18), pages 1-20, September.
    13. Alfons Oude Lansink & Alan Wall, 2014. "Frontier models for evaluating environmental efficiency: an overview," Economics and Business Letters, Oviedo University Press, vol. 3(1), pages 43-50.
    14. Min Zhou & Teng Wang & Liang Yan & Xiong-Biao Xie, 2018. "Has Economic Competition Improved China’s Provincial Energy Ecological Efficiency under Fiscal Decentralization?," Sustainability, MDPI, vol. 10(7), pages 1-20, July.
    15. Xinbao Tian & Jiguang Wang, 2018. "Research on Spatial Correlation in Regional Innovation Spillover in China Based on Patents," Sustainability, MDPI, vol. 10(9), pages 1-14, August.
    16. Feng Wang & Mengnan Gao & Juan Liu & Wenna Fan, 2018. "The Spatial Network Structure of China’s Regional Carbon Emissions and Its Network Effect," Energies, MDPI, vol. 11(10), pages 1-14, October.
    17. Junsong Wang & Xinyue Ye & Yehua Dennis Wei, 2019. "Effects of Agglomeration, Environmental Regulations, and Technology on Pollutant Emissions in China: Integrating Spatial, Social, and Economic Network Analyses," Sustainability, MDPI, vol. 11(2), pages 1-20, January.
    18. Delu Wang & Kaidi Wan & Jingyuan Yang, 2019. "Ecological efficiency of coal cities in China: evaluation and influence factors," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 95(1), pages 363-379, January.
    19. Liu, Bing & Huang, Songshan (Sam) & Fu, Hui, 2017. "An application of network analysis on tourist attractions: The case of Xinjiang, China," Tourism Management, Elsevier, vol. 58(C), pages 132-141.
    20. Xiangxiang Sun & Lawrence Loh, 2019. "Sustainability Governance in China: An Analysis of Regional Ecological Efficiency," Sustainability, MDPI, vol. 11(7), pages 1-16, April.
    21. Environment and Development Division, 2010. "Eco-efficiency Indicators: Measuring Resource-use Efficiency and the Impact of Economic Activities on the Environment," Working Papers id:2684, eSocialSciences.
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    Cited by:

    1. Xidong Zhang & Juan Zhang & Chengbo Yang, 2023. "Spatio-Temporal Evolution of Agricultural Carbon Emissions in China, 2000–2020," Sustainability, MDPI, vol. 15(4), pages 1-21, February.
    2. Xiangyu Hua & Haiping Lv & Xiangrong Jin, 2021. "Research on High-Quality Development Efficiency and Total Factor Productivity of Regional Economies in China," Sustainability, MDPI, vol. 13(15), pages 1-22, July.
    3. Suwan Lu & Guobin Fang & Mingtao Zhao, 2023. "Towards Inclusive Growth: Perspective of Regional Spatial Correlation Network in China," Sustainability, MDPI, vol. 15(7), pages 1-19, March.

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