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Financial Systemic Risk behind Artificial Intelligence:Evidence from China

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  • Jingyi Tian
  • Jun Nagayasu

Abstract

As an important domain of information technology development, artificial intelligence (AI) has garnered significant popularity in the financial sector. While AI offers numerous advantages, investigating potential risks associated with the widespread use of AI has become a critical point for researchers. We examine the impact of AI technologies on systemic risk within China’s financial industry. Our findings suggest that AI helps mitigate the increase of systemic risk. However, the impact of AI differs across different financial sectors and is more pronounced during crisis periods. Our study also suggests that AI can decrease systemic risk by enhancing the human capital of financial firms. Moreover, the theoretical framework presented in this paper provides insights into the notion that imprudent allocation of AI-related investment could potentially contribute to an increase in systemic risk.

Suggested Citation

  • Jingyi Tian & Jun Nagayasu, 2023. "Financial Systemic Risk behind Artificial Intelligence:Evidence from China," TUPD Discussion Papers 44, Graduate School of Economics and Management, Tohoku University.
    • Handle: RePEc:toh:tupdaa:44
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    File URL: http://hdl.handle.net/10097/0002000321
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    1. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    2. Hongjie Wang & Xiaolu Gao & Zening Xu & Yuan Li & Xinyue Zhang & Mark W. Rosenberg, 2022. "Exploring the Climate Temperature Effects on Settlement Intentions of Older Migrants: Evidence from China," IJERPH, MDPI, vol. 19(8), pages 1-15, April.
    3. Xi, Qiangmin & Sun, Ruidong & Mei, Lin, 2021. "The impact of special economic zones on producer services productivity: Evidence from China," China Economic Review, Elsevier, vol. 65(C).
    4. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    5. Augusto Cerqua & Guido Pellegrini & Ornella Tarola, 2022. "Can regional policies shape migration flows?," Papers in Regional Science, Wiley Blackwell, vol. 101(3), pages 515-536, June.
    6. Wang, Jin, 2013. "The economic impact of Special Economic Zones: Evidence from Chinese municipalities," Journal of Development Economics, Elsevier, vol. 101(C), pages 133-147.
    7. Huang, Daisy J. & Leung, Charles K. & Qu, Baozhi, 2015. "Do bank loans and local amenities explain Chinese urban house prices?," China Economic Review, Elsevier, vol. 34(C), pages 19-38.
    8. Ning Jia & Raven Molloy & Christopher Smith & Abigail Wozniak, 2023. "The Economics of Internal Migration: Advances and Policy Questions," Journal of Economic Literature, American Economic Association, vol. 61(1), pages 144-180, March.
    9. Taylor, Alan M. & Dube, Arindrajit & Girardi, Daniele & Jordà , Òscar, 2023. "A Local Projections Approach to Difference-in-Differences Event Studies," CEPR Discussion Papers 18141, C.E.P.R. Discussion Papers.
    10. Shuang Gao & Shaojian Wang & Dongqi Sun, 2021. "Development Zones and Their Surrounding Host Cities in China: Isolation and Mutually Beneficial Interactions," Land, MDPI, vol. 11(1), pages 1-14, December.
    11. Chiara Criscuolo & Ralf Martin & Henry G. Overman & John Van Reenen, 2019. "Some Causal Effects of an Industrial Policy," American Economic Review, American Economic Association, vol. 109(1), pages 48-85, January.
    12. Zheng, Siqi & Sun, Weizeng & Wu, Jianfeng & Kahn, Matthew E., 2017. "The birth of edge cities in China: Measuring the effects of industrial parks policy," Journal of Urban Economics, Elsevier, vol. 100(C), pages 80-103.
    13. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    14. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    15. Koji Murayama & Jun Nagayasu & Lamia Bazzaoui, 2022. "Spatial Dependence, Social Networks, and Economic Structures in Japanese Regional Labor Migration," Sustainability, MDPI, vol. 14(3), pages 1-31, February.
    16. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-1278, December.
    17. Arindrajit Dube & Daniele Girardi & Òscar Jordà & Alan M. Taylor, 2023. "A Local Projections Approach to Difference-in-Differences," NBER Working Papers 31184, National Bureau of Economic Research, Inc.
    18. Givord, Pauline & Rathelot, Roland & Sillard, Patrick, 2013. "Place-based tax exemptions and displacement effects: An evaluation of the Zones Franches Urbaines program," Regional Science and Urban Economics, Elsevier, vol. 43(1), pages 151-163.
    19. Whalley, John & Zhang, Shunming, 2007. "A numerical simulation analysis of (Hukou) labour mobility restrictions in China," Journal of Development Economics, Elsevier, vol. 83(2), pages 392-410, July.
    20. Auerbach, Alan J & Kotlikoff, Laurence J, 1987. "Evaluating Fiscal Policy with a Dynamic Simulation Model," American Economic Review, American Economic Association, vol. 77(2), pages 49-55, May.
    21. Banerjee, Biswajit & Kanbur, S M, 1981. "On the Specification and Estimation of Macro Rural-Urban Migration Functions: With an Application to Indian Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 43(1), pages 7-29, February.
    22. Keisuke Kondo & Toshihiro Okubo, 2015. "Interregional labour migration and real wage disparities: Evidence from Japan," Papers in Regional Science, Wiley Blackwell, vol. 94(1), pages 67-87, March.
    23. Yi Lu & Jin Wang & Lianming Zhu, 2019. "Place-Based Policies, Creation, and Agglomeration Economies: Evidence from China's Economic Zone Program," American Economic Journal: Economic Policy, American Economic Association, vol. 11(3), pages 325-360, August.
    24. Jiabo Xu & Xingping Wang, 2020. "Reversing Uncontrolled and Unprofitable Urban Expansion in Africa through Special Economic Zones: An Evaluation of Ethiopian and Zambian Cases," Sustainability, MDPI, vol. 12(21), pages 1-20, November.
    25. Deming Luo & Yanjun Liu & Yiyun Wu & Xiwei Zhu & Xiangrong Jin, 2015. "Does development zone have spillover effect in China?," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 20(3), pages 489-516, July.
    26. Davis, Morris A. & Fisher, Jonas D.M. & Veracierto, Marcelo, 2021. "Migration and urban economic dynamics," Journal of Economic Dynamics and Control, Elsevier, vol. 133(C).
    27. John Gardner, 2022. "Two-stage differences in differences," Papers 2207.05943, arXiv.org.
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