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Enhancing the Resilience of Resource-Based Cities: A Dual Analysis of the Driving Mechanisms and Spatial Effects of the Digital Economy

Author

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  • Jianming Kang

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

  • Meiling Wu

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

  • Liu Liu

    (School of Mathematical Sciences, Chengdu University of Technology, Chengdu 610059, China)

Abstract

The sustainable transformation of resource-based cities (RBCs) is a critical global challenge. The digital economy is emerging as a potential catalyst for this transition, but the precise mechanisms and spatial dynamics underlying its influence on urban resilience remain underexplored. This study addresses this gap by investigating how the digital economy impacts RBC’s resilience, with a focus on both internal mechanisms and cross-regional spatial effects. Fixed effects, mediation, exploratory spatial data analysis (ESDA) and spatial Durbin model (SDM) are used to examine the complex relationships observed in this context. The results reveal the following: (1) While the digital economy in Chinese RBCs demonstrated a stable upward trajectory, urban resilience, although it exhibited a general increase, remained fragile. (2) The digital economy significantly enhanced urban resilience (coefficient = 0.117, p < 0.05), in which context the most pronounced effects pertained to the social and economic resilience subsystems. (3) Green technological innovation (GTI) served as the core intermediary pathway (a × b = 0.017, p < 0.01). Industrial structure rationalization also served as a mediator. (4) The digital economy and urban resilience exhibited positive spatial autocorrelation (significant direct effects 0.032, p < 0.05), and the advancement of the digital economy in a focal city can enhance both the urban resilience of that city itself and that of neighboring cities indirectly.

Suggested Citation

  • Jianming Kang & Meiling Wu & Liu Liu, 2025. "Enhancing the Resilience of Resource-Based Cities: A Dual Analysis of the Driving Mechanisms and Spatial Effects of the Digital Economy," Sustainability, MDPI, vol. 17(21), pages 1-28, October.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:21:p:9511-:d:1779769
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    1. Amir AghaKouchak & Laurie S. Huning & Felicia Chiang & Mojtaba Sadegh & Farshid Vahedifard & Omid Mazdiyasni & Hamed Moftakhari & Iman Mallakpour, 2018. "How do natural hazards cascade to cause disasters?," Nature, Nature, vol. 561(7724), pages 458-460, September.
    2. 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.
    3. Wei-wei He & Shao-ling He & Hai-lan Hou, 2024. "Digital economy, technological innovation, and sustainable development," PLOS ONE, Public Library of Science, vol. 19(7), pages 1-24, July.
    4. Wang, Lianghu & Shao, Jun, 2023. "Digital economy, entrepreneurship and energy efficiency," Energy, Elsevier, vol. 269(C).
    5. Xiaoyan Li & Jia Liu & Peijie Ni, 2021. "The Impact of the Digital Economy on CO 2 Emissions: A Theoretical and Empirical Analysis," Sustainability, MDPI, vol. 13(13), pages 1-15, June.
    6. Pan, Minjie & Zhao, Xin & lv, Kangjuan & Rosak-Szyrocka, Joanna & Mentel, Grzegorz & Truskolaski, Tadeusz, 2023. "Internet development and carbon emission-reduction in the era of digitalization: Where will resource-based cities go?," Resources Policy, Elsevier, vol. 81(C).
    7. Haojian Deng & Kai Liu, 2023. "Spatiotemporal Evolution of Urban Resilience and Spatial Spillover Effects in Guangdong Province, China," Land, MDPI, vol. 12(9), pages 1-19, September.
    8. Arpita Chari & Denis Niedenzu & Mélanie Despeisse & Carla Gonçalves Machado & João Domingues Azevedo & Rui Boavida‐Dias & Björn Johansson, 2022. "Dynamic capabilities for circular manufacturing supply chains—Exploring the role of Industry 4.0 and resilience," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2500-2517, July.
    9. Guo, Wen & Yang, Bo & Ji, Jiong & Liu, Xiaorui, 2023. "Abundance of natural resources, government scale and green economic growth: An empirical study on urban resource curse," Resources Policy, Elsevier, vol. 87(PA).
    10. Wang, Jianda & Dong, Kangyin & Dong, Xiucheng & Taghizadeh-Hesary, Farhad, 2022. "Assessing the digital economy and its carbon-mitigation effects: The case of China," Energy Economics, Elsevier, vol. 113(C).
    11. Liu, Yajun & Zhang, Xiuwu & Shen, Yang, 2024. "Technology-driven carbon reduction: Analyzing the impact of digital technology on China's carbon emission and its mechanism," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    12. Shouwu Jing & Feijie Wu & Enyi Shi & Xinhui Wu & Minzhe Du, 2023. "Does the Digital Economy Promote the Reduction of Urban Carbon Emission Intensity?," IJERPH, MDPI, vol. 20(4), pages 1-22, February.
    13. Chen, Xiaolong & Di, Qianbin & Liang, Chenlu, 2024. "The mechanism and path of pollution reduction and carbon reduction affecting high quality economic development - taking the Yangtze River Delta urban agglomeration as an example," Applied Energy, Elsevier, vol. 376(PB).
    14. Yufang Shi & Tianlun Zhang & Yufeng Jiang, 2023. "Digital Economy, Technological Innovation and Urban Resilience," Sustainability, MDPI, vol. 15(12), pages 1-19, June.
    15. Ye, Lin, 2025. "Digital economy and high-quality agricultural development," International Review of Economics & Finance, Elsevier, vol. 99(C).
    16. Duan, Wenqi & Madasi, Joseph David & Khurshid, Adnan & Ma, Dan, 2022. "Industrial structure conditions economic resilience," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    17. Okpalaoka, Chijindu Iheanacho, 2023. "Research on the digital economy: Developing trends and future directions," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    18. Qi Jiang & Jizhi Li & Hongyun Si & Yangyue Su, 2022. "The Impact of the Digital Economy on Agricultural Green Development: Evidence from China," Agriculture, MDPI, vol. 12(8), pages 1-22, July.
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