IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i12p5237-d1673205.html

Evolution and Spatial Correlation Network Analysis of the Coupling Coordination Degree of Urban Intelligent Industry and Green Industry in the Yellow River Basin

Author

Listed:
  • Xiangdong Cao

    (College of Economics, Shandong Normal University, Jinan 250358, China
    College of Economics and Management, Shandong Huayu University of Technology, Dezhou 253034, China)

  • Fuyi Ci

    (College of Economics, Shandong Normal University, Jinan 250358, China)

Abstract

This paper uses a coupling model and social network analysis to analyze the evolution and spatial correlation network characteristics of the coupling coordination level between urban intelligent industry and green industry in the Yellow River Basin from 2011 to 2021. At the same time, QAP analysis is used to explore the influence mechanism of the spatial correlation network. The results indicate the following: (1) The coupling coordination level between urban intelligent industry and green industry in the Yellow River Basin continues to improve, but no city has reached the level of extreme coordination; (2) The spatial correlation network of coupling coordination between urban intelligent industry and green industry in the Yellow River Basin has been basically formed, but the spatial synergy needs to be improved; (3) The central cities play an important role as “intermediary” in the spatial correlation network, the role of “bridge” in eastern coastal cities and western fringe cities is not obvious, and the radiation and driving effects of provincial capital cities and developed cities are not obvious; and (4) The differences in geographical distance, scientific and technological innovation, and financial services inhibit the communication and cooperation among cities, and the differences in informatization level can promote the optimization of spatial correlation network.

Suggested Citation

  • Xiangdong Cao & Fuyi Ci, 2025. "Evolution and Spatial Correlation Network Analysis of the Coupling Coordination Degree of Urban Intelligent Industry and Green Industry in the Yellow River Basin," Sustainability, MDPI, vol. 17(12), pages 1-19, June.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:12:p:5237-:d:1673205
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/12/5237/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/12/5237/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lin, Boqiang & Teng, Yuqiang, 2023. "The effect of industrial synergy and division on energy intensity: From the perspective of industrial chain," Energy, Elsevier, vol. 283(C).
    2. Wang, Jianlong & Wang, Weilong & Liu, Yong & Wu, Haitao, 2023. "Can industrial robots reduce carbon emissions? Based on the perspective of energy rebound effect and labor factor flow in China," Technology in Society, Elsevier, vol. 72(C).
    3. Stephan Heblich & Alex Trew & Yanos Zylberberg, 2021. "East-Side Story: Historical Pollution and Persistent Neighborhood Sorting," Journal of Political Economy, University of Chicago Press, vol. 129(5), pages 1508-1552.
    4. Cheng, Hao & Wu, Boyu & Jiang, Xiaokun, 2024. "Study on the spatial network structure of energy carbon emission efficiency and its driving factors in Chinese cities," Applied Energy, Elsevier, vol. 371(C).
    Full references (including those not matched with items on IDEAS)

    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. Bailey, Roy E. & Hatton, Timothy J. & Inwood, Kris, 2016. "Atmospheric Pollution and Child Health in Late Nineteenth Century Britain," IZA Discussion Papers 10428, IZA Network @ LISER.
    2. Carozzi, Felipe & Roth, Sefi, 2023. "Dirty density: Air quality and the density of American cities," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    3. Mangum, Kyle & Molloy, Raven, 2021. "Migration and Housing special issue: Introduction from Editors Kyle Mangum and Raven Molloy," Journal of Housing Economics, Elsevier, vol. 53(C).
    4. Louise Rondel & Laura Henneke, 2025. "Walking the (Infrastructural) Line: Mobile and Embodied Explorations of Infrastructures and Their Impact on the Urban Landscape," Sociological Research Online, , vol. 30(1), pages 325-338, March.
    5. Ahlam I. Almusharraf, 2025. "Automation and Its Influence on Sustainable Development: Economic, Social, and Environmental Dimensions," Sustainability, MDPI, vol. 17(4), pages 1-22, February.
    6. Jerch, Rhiannon L. & Phaneuf, Daniel J., 2024. "Cities and water quality," Regional Science and Urban Economics, Elsevier, vol. 107(C).
    7. Clay, Karen & Hernandez-Cortes, Danae & Jha, Akshaya & Lewis, Joshua & Miller, Noah & Severnini, Edson, 2025. "The Social Lifecycle Impacts of Power Plant Siting in the Historical United States," IZA Discussion Papers 18052, IZA Network @ LISER.
    8. Wang, Weilong & Xiao, Deheng & Wang, Jianlong & Wu, Haitao, 2024. "The cost of pollution in the digital era: Impediments of air pollution on enterprise digital transformation," Energy Economics, Elsevier, vol. 134(C).
    9. Manal Elhaj & Jihen Bousrih & Hind Alofaysan, 2024. "Can Technological Advancement Empower the Future of Renewable Energy? A Panel Autoregressive Distributed Lag Approach," Energies, MDPI, vol. 17(20), pages 1-18, October.
    10. Liu, Ziheng, 2025. "CO2-driven crop comparative advantage and planting decision: Evidence from US cropland," Food Policy, Elsevier, vol. 130(C).
    11. Jasper N. Meya, 2018. "Environmental Inequality and Economic Valuation," Working Papers V-416-18, University of Oldenburg, Department of Economics, revised Dec 2018.
    12. Vaclovas Miskinis & Arvydas Galinis & Inga Konstantinaviciute & Viktorija Bobinaite & Jarek Niewierowicz & Eimantas Neniskis & Egidijus Norvaisa & Dalius Tarvydas, 2025. "Key Determinants of Energy Intensity and Greenhouse Gas Emission Savings in Commercial and Public Services in the Baltic States," Energies, MDPI, vol. 18(3), pages 1-26, February.
    13. Yang, Jingjing & Liang, Weiming, 2026. "Bridging labor rights and energy efficiency: The role of social security contributions," Energy Economics, Elsevier, vol. 155(C).
    14. Yan, Junna & Su, Bin, 2026. "Energy efficiency impacts from the supply-side structural changes: A multi-principle research of China," Applied Energy, Elsevier, vol. 411(C).
    15. Teng, Yuqiang & Lin, Boqiang, 2024. "The energy-saving effect of industrial chain synergistic division: Evidence from China's industrial chain," Energy Policy, Elsevier, vol. 185(C).
    16. Rouwendal, Jan & Levkovich, Or & Buitelaar, Edwin & Claassens, Jip, 2025. "Vintage effects in commercial real estate and the dynamics of the built environment," Regional Science and Urban Economics, Elsevier, vol. 114(C).
    17. Ran Gu & Zenghua He, 2023. "Can Environmental Regulation Improve Labor Allocation Efficiency? Evidence from China’s New Environmental Protection Law," Sustainability, MDPI, vol. 15(7), pages 1-15, March.
    18. Qiao Fan & Na Liang & Zihan Zhang, 2025. "A Novel Approach to Evaluating Industrial Spatial Structure Upgrading: Evidence from 284 Cities and 96 Sub-Industries in China (1978–2022)," Mathematics, MDPI, vol. 13(8), pages 1-29, April.
    19. Bracht, Felix & Verhoeven, Dennis, 2025. "Air pollution and innovation," Journal of Environmental Economics and Management, Elsevier, vol. 130(C).
    20. Zhao, Shuang & Zhang, Liqun & Peng, Lin & Zhou, Haiyan & Hu, Feng, 2024. "Enterprise pollution reduction through digital transformation? Evidence from Chinese manufacturing enterprises," Technology in Society, Elsevier, vol. 77(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:17:y:2025:i:12:p:5237-:d:1673205. 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 The email address of this maintainer does not seem to be valid anymore. Please ask MDPI Indexing Manager to update the entry or send us the correct address (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.