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The Spatio-Temporal Evolution and Influence Mechanisms of Intercity Cooperation Networks from the Perspective of Sustainable Regional Development: A Case Study of the Pearl River–Xijiang Economic Belt, China

Author

Listed:
  • Ruochen Shi

    (College of Tourism & Landscape Architecture, Guilin University of Technology, Guilin 541004, China)

  • Changsheng Sun

    (College of Tourism & Landscape Architecture, Guilin University of Technology, Guilin 541004, China
    College of Architecture and Urban Planning, Tongji University, Shanghai 200092, China)

  • Chunying Zhang

    (College of Tourism & Landscape Architecture, Guilin University of Technology, Guilin 541004, China)

  • Zhenwei Peng

    (College of Architecture and Urban Planning, Tongji University, Shanghai 200092, China)

Abstract

Intercity cooperation networks are critical for addressing regional imbalances and advancing sustainable regional development, yet existing studies typically focus on specific functional domains, rather than the overall intercity cooperation network. To bridge this gap, this study examines the intercity cooperation network in the Pearl River–Xijiang Economic Belt (21 cities, 2014–2023), analyzing its spatio-temporal evolution and influence mechanisms through Social Network Analysis (SNA) and partial least squares structural equation modeling (PLS-SEM). The results reveal the following: (1) the network has undergone three policy-driven development stages: initial–accelerated–steady; (2) a spatial pattern of “east—dominant, west—weak” has emerged, shaped by the radiating influence of core cities; and (3) institutional proximity and cooperation investment are key drivers of network formation, while geographical and organizational proximity exhibit negative impacts. These findings underscore the need for related regional development strategies to foster a more vital and open cooperation network. Overall, this study deepens the understanding of intercity cooperation by revealing its macro-level patterns and influence mechanisms, and provides practical implications for policymakers committed to promoting sustainable regional development.

Suggested Citation

  • Ruochen Shi & Changsheng Sun & Chunying Zhang & Zhenwei Peng, 2025. "The Spatio-Temporal Evolution and Influence Mechanisms of Intercity Cooperation Networks from the Perspective of Sustainable Regional Development: A Case Study of the Pearl River–Xijiang Economic Belt, China," Sustainability, MDPI, vol. 17(10), pages 1-19, May.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:10:p:4709-:d:1660229
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    1. Daniele Mascia & Francesca Pallotti & Federica Angeli, 2017. "Don’t stand so close to me: competitive pressures, proximity and inter-organizational collaboration," Regional Studies, Taylor & Francis Journals, vol. 51(9), pages 1348-1361, September.
    2. Duncan J. Watts & Steven H. Strogatz, 1998. "Collective dynamics of ‘small-world’ networks," Nature, Nature, vol. 393(6684), pages 440-442, June.
    3. Chen Huang & Hongtao Yi & Tao Chen & Xiaolin Xu & Shiying Chen, 2022. "Networked environmental governance: formal and informal collaborative networks in local China," Policy Studies, Taylor & Francis Journals, vol. 43(3), pages 403-421, May.
    4. Ostrom, Vincent & Tiebout, Charles M. & Warren, Robert, 1961. "The Organization of Government in Metropolitan Areas: A Theoretical Inquiry," American Political Science Review, Cambridge University Press, vol. 55(4), pages 831-842, December.
    5. Kaihuang Zhang & Qinglan Qian & Yijing Zhao, 2020. "Evolution of Guangzhou Biomedical Industry Innovation Network Structure and Its Proximity Mechanism," Sustainability, MDPI, vol. 12(6), pages 1-20, March.
    6. Zhan Cao & Ben Derudder & Zhenwei Peng, 2019. "Interaction between different forms of proximity in inter‐organizational scientific collaboration: The case of medical sciences research network in the Yangtze River Delta region," Papers in Regional Science, Wiley Blackwell, vol. 98(5), pages 1903-1924, October.
    7. Yao Liu & Jiannan Wu & Hongtao Yi & Jing Wen, 2021. "Under what conditions do governments collaborate? A qualitative comparative analysis of air pollution control in China," Public Management Review, Taylor & Francis Journals, vol. 23(11), pages 1664-1682, November.
    8. Renjie Zhang & Hsingwei Tai & Kuo-Tai Cheng & Zhengxu Cao & Huizhong Dong & Junjie Hou, 2021. "Analysis on Evolution Characteristics and Dynamic Mechanism of Urban Green Innovation Network: A Case Study of Yangtze River Economic Belt," Sustainability, MDPI, vol. 14(1), pages 1-19, December.
    9. Lee Fleming & Koen Frenken, 2007. "The Evolution Of Inventor Networks In The Silicon Valley And Boston Regions," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 10(01), pages 53-71.
    10. Pierre-Alexandre Balland, 2012. "Proximity and the Evolution of Collaboration Networks: Evidence from Research and Development Projects within the Global Navigation Satellite System (GNSS) Industry," Regional Studies, Taylor & Francis Journals, vol. 46(6), pages 741-756, September.
    11. Christopher Freeman, 2008. "Systems of Innovation," Books, Edward Elgar Publishing, number 12797, June.
    12. Lorenzo Cassi & Anne Plunket, 2015. "Research Collaboration in Co-inventor Networks: Combining Closure, Bridging and Proximities," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 936-954, June.
    13. Katarína Melichová & Lukáš Varecha, 2020. "Endogenous Political, Institutional, Cultural, and Geographic Determinants of Intermunicipal Cooperation—Evidence from Slovakia," Sustainability, MDPI, vol. 12(2), pages 1-25, January.
    14. Hong, Wei & Su, Yu-Sung, 2013. "The effect of institutional proximity in non-local university–industry collaborations: An analysis based on Chinese patent data," Research Policy, Elsevier, vol. 42(2), pages 454-464.
    15. Pierre-Alexandre Balland & Ron Boschma & Koen Frenken, 2015. "Proximity and Innovation: From Statics to Dynamics," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 907-920, June.
    16. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    17. Langong Hou & Ye Liu & Xiaoqin He, 2023. "Research on the Mechanism of Regional Innovation Network in Western China Based on ERGM: A Case Study of Chengdu-Chongqing Shuangcheng Economic Circle," Sustainability, MDPI, vol. 15(10), pages 1-19, May.
    18. Jiangyang Lin & Yuanhong Tian & Qian Yao & Yong Shi, 2023. "Structural Characteristics of Intergovernmental Water Pollution Control Cooperation Networks Using Social Network Analysis and GIS in Yangtze River Delta Urban Agglomeration, China," Sustainability, MDPI, vol. 15(18), pages 1-18, September.
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