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Digital Economy Development and Urban–Rural Integration in Northeast China: An Empirical Analysis

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  • Shibo Gao

    (School of Geographical Sciences, Northeast Normal University, Changchun 130024, China)

  • Jing Zhang

    (School of Geographical Sciences, Northeast Normal University, Changchun 130024, China)

  • Zuopeng Ma

    (Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China)

  • Guolei Zhou

    (Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China)

  • Yanjun Liu

    (School of Geographical Sciences, Northeast Normal University, Changchun 130024, China)

  • Yuliang Liu

    (School of Geographical Sciences, Northeast Normal University, Changchun 130024, China)

Abstract

The imbalance between urban and rural development has increased socio-economic challenges. Urban–rural integration has become an important strategy for addressing disparities in development between urban and rural areas in China. The digital economy offers new opportunities to advance urban–rural integration. This study constructs an evaluation index system to assess the degree of urban–rural integration and examines the development of the digital economy in Northeast China from 2010 to 2020. It also studies the impact of the digital economy industry on urban–rural integration. The findings are as follows: (1) The development of the digital economy industry in Northeast China has a significant positive effect on urban–rural integration. (2) The influence of the digital economy industry on urban–rural integration varies across regions, with a stronger effect in areas with a moderate concentration of digital economy industries, non-border regions, and Jilin Province. (3) The facilitative effect of digital economy industries on urban–rural integration diminishes as urban economic levels rise, with two critical thresholds; after surpassing the first threshold, the promoting effect of the digital economy weakens noticeably, and after crossing the second threshold, the effect further declines. Based on these findings, the study offers policy recommendations. The research findings of this paper enrich the theoretical framework for urban–rural integration driven by the digital economy, provide a strong foundation for promoting the digital economy and urban–rural integration in Northeast China, and offer valuable empirical references for other regions exploring urban–rural integration pathways.

Suggested Citation

  • 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.
    • Handle: RePEc:gam:jlands:v:14:y:2025:i:5:p:993-:d:1649228
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    1. Pengpeng Yue & Aslihan Gizem Korkmaz & Zhichao Yin & Haigang Zhou, 2022. "The rise of digital finance: Financial inclusion or debt trap," Papers 2201.09221, arXiv.org.
    2. 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).
    3. Pan, Wenrong & Xie, Tao & Wang, Zhuwang & Ma, Lisha, 2022. "Digital economy: An innovation driver for total factor productivity," Journal of Business Research, Elsevier, vol. 139(C), pages 303-311.
    4. Dian, Jie & Song, Tian & Li, Shenglan, 2024. "Facilitating or inhibiting? Spatial effects of the digital economy affecting urban green technology innovation," Energy Economics, Elsevier, vol. 129(C).
    5. 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.
    6. Agrawal, Ajay & Gans, Joshua S. & Goldfarb, Avi, 2019. "Exploring the impact of artificial Intelligence: Prediction versus judgment," Information Economics and Policy, Elsevier, vol. 47(C), pages 1-6.
    7. Xin Wu & Peng Cui, 2016. "A Study of the Time–Space Evolution Characteristics of Urban–Rural Integration Development in a Mountainous Area Based on ESDA-GIS: The Case of the Qinling-Daba Mountains in China," Sustainability, MDPI, vol. 8(11), pages 1-17, October.
    8. 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.
    9. Wang, Yizi & Li, Lanyi, 2024. "Digital economy, industrial structure upgrading, and residents' consumption: Empirical evidence from prefecture-level cities in China," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 1045-1058.
    10. Wang, Jing, 2023. "Digital inclusive finance and rural revitalization," Finance Research Letters, Elsevier, vol. 57(C).
    11. Ferreira, João J.M. & Fernandes, Cristina I. & Ferreira, Fernando A.F., 2019. "To be or not to be digital, that is the question: Firm innovation and performance," Journal of Business Research, Elsevier, vol. 101(C), pages 583-590.
    12. Yue, Pengpeng & Korkmaz, Aslihan Gizem & Yin, Zhichao & Zhou, Haigang, 2022. "The rise of digital finance: Financial inclusion or debt trap?," Finance Research Letters, Elsevier, vol. 47(PA).
    13. Balsmeier, Benjamin & Woerter, Martin, 2019. "Is this time different? How digitalization influences job creation and destruction," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    14. Chen, Kunqiu & Long, Hualou & Liao, Liuwen & Tu, Shuangshuang & Li, Tingting, 2020. "Land use transitions and urban-rural integrated development: Theoretical framework and China’s evidence," Land Use Policy, Elsevier, vol. 92(C).
    15. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    16. Mignamissi, Dieudonné & Djijo T., Audrey J., 2021. "Digital divide and financial development in Africa," Telecommunications Policy, Elsevier, vol. 45(9).
    17. Emmanouil Tranos & Tasos Kitsos & Raquel Ortega-Argilés, 2021. "Digital economy in the UK: regional productivity effects of early adoption," Regional Studies, Taylor & Francis Journals, vol. 55(12), pages 1924-1938, December.
    18. Sun, Yanan & You, Xiaotong, 2023. "Do digital inclusive finance, innovation, and entrepreneurship activities stimulate vitality of the urban economy? Empirical evidence from the Yangtze River Delta, China," Technology in Society, Elsevier, vol. 72(C).
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