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Pathways of artificial intelligence applications, financial resilience, and rural revitalization

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  • Cao, Jiawei
  • Tang, Haibin
  • Zhou, Yang

Abstract

This study utilizes panel data from 31 provinces in China from 2009 to 2023 to explore the intrinsic connections between artificial intelligence applications, financial resilience, and rural revitalization. By constructing a multidimensional econometric model, the findings reveal that AI applications significantly drive rural revitalization. Regional financial resilience not only positively influences rural revitalization directly but also plays a crucial moderating role between AI applications and rural revitalization outcomes. Notably, the effects of AI applications and financial resilience on rural revitalization exhibit significant geographical differences.

Suggested Citation

  • Cao, Jiawei & Tang, Haibin & Zhou, Yang, 2025. "Pathways of artificial intelligence applications, financial resilience, and rural revitalization," Finance Research Letters, Elsevier, vol. 85(PB).
    • Handle: RePEc:eee:finlet:v:85:y:2025:i:pb:s1544612325012759
    DOI: 10.1016/j.frl.2025.108017
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    1. Caiyun Guo & Yujing Zhang & Zhiqiang Liu & Na Li, 2022. "A Coupling Mechanism and the Measurement of Science and Technology Innovation and Rural Revitalization Systems," Sustainability, MDPI, vol. 14(16), pages 1-19, August.
    2. Ye, Lisha & Pan, Shan L. & Li, Mingwei & Dai, Yishu & Dong, Xiaoying, 2021. "The citizen-led information practices of ICT4D in rural communities of China: A mixed-method study," International Journal of Information Management, Elsevier, vol. 56(C).
    3. Du, Yanan & Wang, Qingxi & Zhou, Jianping, 2023. "How does digital inclusive finance affect economic resilience: Evidence from 285 cities in China," International Review of Financial Analysis, Elsevier, vol. 88(C).
    4. Liu, Zhonglu & He, Shuguang & Men, Wenjiao & Sun, Haibo, 2024. "Impact of climate risk on financial stability: Cross-country evidence," International Review of Financial Analysis, Elsevier, vol. 92(C).
    5. Zhou, Linjiang & Shi, Xiaochuan & Bao, Yaxiong & Gao, Lihua & Ma, Chao, 2023. "Explainable artificial intelligence for digital finance and consumption upgrading," Finance Research Letters, Elsevier, vol. 58(PC).
    6. Ye, Lisha & Dai, Yishu & Dong, Xiaoying, 2022. "The enabling mechanism of shuren culture in ICT4D: A case study of rural China," Technology in Society, Elsevier, vol. 68(C).
    7. Fan, Shuaishuai & Jiang, Meihui & Sun, Daoyuan & Zhang, Shunkai, 2023. "Does financial development matter the accomplishment of rural revitalization? Evidence from China," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 620-633.
    8. Gunnarsson, Elias Søvik & Isern, Håkon Ramon & Kaloudis, Aristidis & Risstad, Morten & Vigdel, Benjamin & Westgaard, Sjur, 2024. "Prediction of realized volatility and implied volatility indices using AI and machine learning: A review," International Review of Financial Analysis, Elsevier, vol. 93(C).
    9. Liu, Yeshen & Wang, Beibei & Song, Zhe, 2025. "Promoting or inhibiting: The impact of artificial intelligence application on corporate environmental performance," International Review of Financial Analysis, Elsevier, vol. 97(C).
    10. Amine Belhadi & Sachin Kamble & Samuel Fosso Wamba & Maciel M. Queiroz, 2022. "Building supply-chain resilience: an artificial intelligence-based technique and decision-making framework," International Journal of Production Research, Taylor & Francis Journals, vol. 60(14), pages 4487-4507, July.
    11. Chen, Xun-Qi & Ma, Chao-Qun & Ren, Yi-Shuai & Lei, Yu-Tian & Huynh, Ngoc Quang Anh & Narayan, Seema, 2023. "Explainable artificial intelligence in finance: A bibliometric review," Finance Research Letters, Elsevier, vol. 56(C).
    12. Han, Qifeng & Li, Chunhui & Jin, Yulu, 2025. "The impact of intellectual property protection on the development of artificial intelligence in enterprises," International Review of Financial Analysis, Elsevier, vol. 105(C).
    13. Gao, Qiang & Sun, Mengyuan & Chen, Lu, 2024. "The impact of digital inclusive finance on agricultural economic resilience," Finance Research Letters, Elsevier, vol. 66(C).
    14. Member Joy Usigbe & Senorpe Asem-Hiablie & Daniel Dooyum Uyeh & Olayinka Iyiola & Tusan Park & Rammohan Mallipeddi, 2024. "Enhancing resilience in agricultural production systems with AI-based technologies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(9), pages 21955-21983, September.
    15. Giudici, Paolo & Raffinetti, Emanuela, 2023. "SAFE Artificial Intelligence in finance," Finance Research Letters, Elsevier, vol. 56(C).
    16. Wang, Yahua & Wang, Huan, 2022. "Effects of farmland use rights transfer on collective action in the commons: Evidence from rural China," Land Use Policy, Elsevier, vol. 120(C).
    17. Xu, Shulin & Zhong, Min & Wang, Yan, 2024. "Can innovative industrial clusters enhance urban economic resilience? A quasi-natural experiment based on an innovative pilot policy," Energy Economics, Elsevier, vol. 134(C).
    18. Feng Xu & Guangqing Chi & Huan Wang, 2024. "Scenario Analysis of Carbon Emission Changes Resulting from a Rural Residential Land Decrement Strategy: A Case Study in China," Land, MDPI, vol. 13(1), pages 1-16, January.
    19. Mohammed Abdul-Rahman & Mayowa I. Adegoriola & Wilson Kodwo McWilson & Oluwole Soyinka & Yusuf A. Adenle, 2023. "Novel Use of Social Media Big Data and Artificial Intelligence for Community Resilience Assessment (CRA) in University Towns," Sustainability, MDPI, vol. 15(2), pages 1-30, January.
    20. Jiang, Youxue, 2024. "Public service equalization, digital financial inclusion and the rural revitalization: Evidence from Chinese 283 prefecture-level cities," International Review of Economics & Finance, Elsevier, vol. 96(PB).
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