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Spatial Network Structure and Shift Path Prediction of Ecological Welfare Performance in Chinese Cities—Evidence from 284 Cities

Author

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  • Run Yuan

    (School of Economics, Anhui University of Finance and Economics, Bengbu 233030, China)

  • Mengjie Ren

    (College of Management Science, Chengdu University of Technology, Chengdu 610059, China)

  • Zhigang Li

    (College of Management Science, Chengdu University of Technology, Chengdu 610059, China
    Chengdu Park City Demonstration Zone Construction Research Center, Chengdu 610059, China)

Abstract

Ecological welfare performance (EWP) serves as a crucial measure for assessing the green development of a region. Exploring the spatial characteristics, network structure, and transfer paths of its specific stages is crucial for grasping an internal space’s EWP and optimizing urban ecological planning. This research employed a two-stage DEA model to assess the EWP of 284 Chinese cities from 2007 to 2022 and decompose it into an ecological–economic transition stage (L1) and an economic welfare transition stage (L2). Second, a social network analysis (SNA) was conducted to describe the EWP sub-stages’ network structure and construction mechanism. Finally, the transmission path process of EWP was revealed through Markov chains. It is found that (1) the overall trend of EWP is rising and then falling, with L2 as the critical constraint; (2) the network structure of the two stages is complex, dominated by industrial structure, urbanization, and healthcare level; and (3) ‘club integration’ constrains the transfer across EWP in the short term. Compared with L2, which has a lower probability of interstate transfer, L1 has a greater likelihood of transfer to a higher level. This paper provides suggestions for the optimal allocation of ecological resources in Chinese cities through the analysis of EWP.

Suggested Citation

  • Run Yuan & Mengjie Ren & Zhigang Li, 2024. "Spatial Network Structure and Shift Path Prediction of Ecological Welfare Performance in Chinese Cities—Evidence from 284 Cities," Sustainability, MDPI, vol. 16(13), pages 1-33, June.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:13:p:5282-:d:1419513
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    1. Yutao Han & Zhen Song, 2022. "On regional integration, fiscal income, and GDP per capita," Scottish Journal of Political Economy, Scottish Economic Society, vol. 69(5), pages 506-532, November.
    2. Dang, Hai-Anh H. & Serajuddin, Umar, 2020. "Tracking the sustainable development goals: Emerging measurement challenges and further reflections," World Development, Elsevier, vol. 127(C).
    3. Yu, Binbin, 2021. "Ecological effects of new-type urbanization in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    4. Dongjie Wu & Prasada Rao, 2017. "Urbanization and Income Inequality in China: An Empirical Investigation at Provincial Level," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(1), pages 189-214, March.
    5. Jiahong Guo & Zhongqi Yu & Zihao Ma & Duanyang Xu & Shixiong Cao, 2022. "What factors have driven urbanization in China?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(5), pages 6508-6526, May.
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