IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i9p4144-d1648815.html
   My bibliography  Save this article

Coordinated Development of the Digital Economy and Urban–Rural Integration in the Yangtze River Delta and Its Spatial Correlation Structure

Author

Listed:
  • Ting Yang

    (College of Architecture and Planning, Anhui Jianzhu University, Hefei 230601, China)

  • Can Zhou

    (College of Architecture and Planning, Anhui Jianzhu University, Hefei 230601, China)

  • Tieqiao Xiao

    (College of Architecture and Planning, Anhui Jianzhu University, Hefei 230601, China)

  • Qiaoling Xu

    (College of Architecture and Urban Planning, Lanzhou Jiaotong University, Lanzhou 730070, China)

Abstract

The digital economy plays a crucial role in facilitating the flow of resources between urban and rural areas and addressing developmental imbalances. This study analyzed the coordinated development of the digital economy (DE) and urban–rural integration (URI) across 41 cities in the Yangtze River Delta (YRD) from 2010 to 2022. Using the entropy-weighted TOPSIS method and the coupling coordination degree model, we evaluated the spatial distribution of coordination levels. A modified gravity model and social network analysis revealed spatial correlation structures, while geographic detectors identified dominant influencing factors. The results showed that: (1) the digital economy has advanced faster than urban–rural integration, leading to regional disparities; (2) the coupling coordination level improved over the study period, with cities exhibiting higher coordination concentrated in the eastern and southeastern parts of the region, showing an M-shaped distribution; (3) the coupling coordination degree displayed a spatial distribution pattern from northwest to southeast, with the center shifting southeastward, while overall the central area outperformed the northern and southern areas and the eastern area outperformed the western area; (4) core cities in the spatial correlation network have expanded from Shanghai, Suzhou, and Wuxi to include Nanjing and Changzhou, with increasing influence, but uneven mediating roles; (5) the coordinated development of the digital economy and urban–rural integration was influenced by different factors over various time periods, with the flow of urban–rural resources, agricultural modernization, and social equalization being the primary contributors. Targeted optimization strategies using the geographic detector model would provide a reference for regional urban–rural development.

Suggested Citation

  • Ting Yang & Can Zhou & Tieqiao Xiao & Qiaoling Xu, 2025. "Coordinated Development of the Digital Economy and Urban–Rural Integration in the Yangtze River Delta and Its Spatial Correlation Structure," Sustainability, MDPI, vol. 17(9), pages 1-22, May.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:9:p:4144-:d:1648815
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/9/4144/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/9/4144/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Olena Ivus & Matthew Boland, 2015. "The employment and wage impact of broadband deployment in Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 48(5), pages 1803-1830, December.
    2. Alwyn Young, 2013. "Inequality, the Urban-Rural Gap, and Migration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1727-1785.
    3. Zhengxin Li & Chengjun Liu & Xihui Chen, 2022. "Power of Digital Economy to Drive Urban-Rural Integration: Intrinsic Mechanism and Spatial Effect, from Perspective of Multidimensional Integration," IJERPH, MDPI, vol. 19(23), pages 1-20, November.
    4. Guanghua Wan & Ming Lu & Zhao Chen, 2007. "Globalization And Regional Income Inequality: Empirical Evidence From Within China," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 53(1), pages 35-59, March.
    5. Ancillai, Chiara & Sabatini, Andrea & Gatti, Marco & Perna, Andrea, 2023. "Digital technology and business model innovation: A systematic literature review and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    6. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    7. Anthony Siaw & Yuansheng Jiang & Martinson Ankrah Twumasi & Wonder Agbenyo, 2020. "The Impact of Internet Use on Income: The Case of Rural Ghana," Sustainability, MDPI, vol. 12(8), pages 1-16, April.
    8. Menghua Deng & Junfei Chen & Feifei Tao & Jiulong Zhu & Min Wang, 2022. "On the Coupling and Coordination Development between Environment and Economy: A Case Study in the Yangtze River Delta of China," IJERPH, MDPI, vol. 19(1), pages 1-20, January.
    9. Roman Chinoracky & Tatiana Corejova, 2021. "How to evaluate the digital economy scale and potential?," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 8(4), pages 536-552, June.
    10. Jiacheng Man & Jianxu Liu & Baomin Cui & Yuanqing Sun & Songsak Sriboonchitta, 2023. "Coupling and Coordination between Digital Economy and Urban–Rural Integration in China," Sustainability, MDPI, vol. 15(9), pages 1-18, April.
    11. Ma, Dan & Zhu, Qing, 2022. "Innovation in emerging economies: Research on the digital economy driving high-quality green development," Journal of Business Research, Elsevier, vol. 145(C), pages 801-813.
    12. Bensassi, Sami & Márquez-Ramos, Laura & Martínez-Zarzoso, Inmaculada & Suárez-Burguet, Celestino, 2015. "Relationship between logistics infrastructure and trade: Evidence from Spanish regional exports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 72(C), pages 47-61.
    13. Peng, Zhuangzhuang & Dan, Ting, 2023. "Digital dividend or digital divide? Digital economy and urban-rural income inequality in China," Telecommunications Policy, Elsevier, vol. 47(9).
    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. Jiacheng Man & Jianxu Liu & Baomin Cui & Yuanqing Sun & Songsak Sriboonchitta, 2023. "Coupling and Coordination between Digital Economy and Urban–Rural Integration in China," Sustainability, MDPI, vol. 15(9), pages 1-18, April.
    2. Shibo Gao & Jing Zhang & Zuopeng Ma & Guolei Zhou & Yanjun Liu & Yuliang Liu, 2025. "Digital Economy Development and Urban–Rural Integration in Northeast China: An Empirical Analysis," Land, MDPI, vol. 14(5), pages 1-24, May.
    3. Stephen J. Redding & Esteban Rossi-Hansberg, 2017. "Quantitative Spatial Economics," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 21-58, September.
    4. Iris Claus & Les Oxley & Siqi Zheng & Cong Sun & Ye Qi & Matthew E. Kahn, 2014. "The Evolving Geography Of China'S Industrial Production: Implications For Pollution Dynamics And Urban Quality Of Life," Journal of Economic Surveys, Wiley Blackwell, vol. 28(4), pages 709-724, September.
    5. Abdul Jabbar Abdullah & Hristos Doucouliagos & Elizabeth Manning, 2015. "Are regional incomes in Malaysia converging?," Papers in Regional Science, Wiley Blackwell, vol. 94, pages 69-94, November.
    6. Shengjun Zhu & Canfei He & Xinming Xia, 2019. "Geography of productivity: evidence from China’s manufacturing industries," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 62(1), pages 141-168, February.
    7. Robert Alexander & Rui-cong Sang & Sajid Anwar, 2016. "Regional Policy and Industrial Relocation in China: A Panel Data Analysis," EcoMod2016 9277, EcoMod.
    8. Breinlich, Holger & Ottaviano, Gianmarco I.P. & Temple, Jonathan R.W., 2014. "Regional Growth and Regional Decline," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 4, pages 683-779, Elsevier.
    9. Desheng Yu & Lihua Yang & Yuping Xu, 2022. "The Impact of the Digital Economy on High-Quality Development: An Analysis Based on the National Big Data Comprehensive Test Area," Sustainability, MDPI, vol. 14(21), pages 1-20, November.
    10. Mayneris, Florian & Martin, Julien & Theophile, Ewane, 2020. "The price of remoteness: Product availability and local cost of living in Ethiopia," CEPR Discussion Papers 14515, C.E.P.R. Discussion Papers.
    11. Tao, Miaomiao & Wang, Jianda, 2025. "Harnessing the web: County-level perspectives on China's green economy," Energy, Elsevier, vol. 316(C).
    12. Mingyi Yan & Xizi Cao, 2024. "Digital Economy Development, Rural Land Certification, and Rural Industrial Integration," Sustainability, MDPI, vol. 16(11), pages 1-27, May.
    13. repec:esx:essedp:729 is not listed on IDEAS
    14. Aggarwal, Aradhna, 2020. "The Concept, Evolution, Impacts and Critical Success Factors of Regional Economic Corridors," MPRA Paper 110706, University Library of Munich, Germany, revised 16 Nov 2021.
    15. Yue Cheng & Dong Zheng, 2023. "Does the Digital Economy Promote Coordinated Urban–Rural Development? Evidence from China," Sustainability, MDPI, vol. 15(6), pages 1-20, March.
    16. Wan, Guanghua & Luo, Zhi & Zhang, Xun, 2017. "Urbanizing with Equity Consideration," ADBI Working Papers 642, Asian Development Bank Institute.
    17. Zhang, Yulai & Hainan, Liu & Feng, Fangfang & Wu, Xuezhou, 2025. "Digital economy, education, human capital and urban–rural income disparity," Finance Research Letters, Elsevier, vol. 71(C).
    18. Xiajing Liu & Shijun Wang & Mingke Xie, 2025. "Does Monocentric Spatial Structure Narrow the Urban-Rural Income Gap? A Case Study of Northeast China," Sustainability, MDPI, vol. 17(8), pages 1-21, April.
    19. Haoyu Shu & Jianping Zha & Rong Ma & Minqing Yan, 2024. "Chance or challenge? Understanding how the Internet affects the nexus between tourism and urban-rural income inequality," Tourism Economics, , vol. 30(8), pages 2089-2110, December.
    20. Moura, Ticiana Grecco Zanon & Garcia-Alonso, Lorena & del Rosal, Ignacio, 2018. "Influence of the geographical pattern of foreign trade on the inland distribution of maritime traffic," Journal of Transport Geography, Elsevier, vol. 72(C), pages 191-200.
    21. Gharad Bryan & Edward Glaeser & Nick Tsivanidis, 2019. "Cities in the Developing World," NBER Working Papers 26390, National Bureau of Economic Research, Inc.

    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:9:p:4144-:d:1648815. 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.