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Published in: Journal of Financial Services Research 1/2024

14-12-2023 | Original Research

How FinTech Affects Bank Systemic Risk: Evidence from China

Authors: Qian Chen, Chuang Shen

Published in: Journal of Financial Services Research | Issue 1/2024

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Abstract

In this paper, we investigate whether and how financial technology (FinTech) affects the systemic risk of Chinese banks. Based on bank-level panel data and the system generalized method of moments (SYS-GMM), we find that FinTech increases both banks’ exposure and their contribution to systemic risk, and these effects only occur in local commercial banks, less profitable banks, and banks in regions with less developed FinTech. We also investigate the source of FinTech’s influence and find that it increases the scale of interbank business and enhances the correlation between banks that increases the possibility of risk contagion.

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Footnotes
1
The effect of FinTech on banks can be divided into two aspects: internal and external. External effects refer to the impact of FinTech on banks; internal effects refer to the effect of FinTech tools used by the bank itself. In this paper, we only consider internal effects.
 
2
The five state-owned banks are the Industrial and Commercial Bank of China, Bank of China, Agriculture Bank of China, China Construction Bank, and Bank of Communication. The 10 joint-stock banks are China Merchants Bank, China Minsheng Bank, China City Bank, China Everbright Bank, Shanghai Pudong Development Bank, Industrial Bank, Pingan Bank, Huaxia Bank, China Zheshang Bank, and Guangfa Bank. Other banks include city commercial banks, rural commercial banks and others, such as the Postal Saving Bank of China, Chongqing Rural Commercial Bank, Bank of Shanghai, Bank of Beijing, and the Guangzhou Rural Commercial Bank.
 
3
In order to avoid inaccurate results caused by winsorizing the variables, we add a robustness check for the non-winsorized sample in Subsection 4.5.2.
 
4
This index was produced by a research team from the Institute of Digital Finance at Peking University and Ant Group and involves coverage breadth, usage depth, and digitization level; usage depth involves subindexes such as payment, credit, insurance, credit, investment, and money funds. The index covers 31 provinces (and municipalities directly under the central government and autonomous regions, referred to as “provinces”), 337 cities above the prefecture level, and nearly 2,800 counties. The data of some regions are lacking, for example Hong Kong SAR, Macao SAR, and Taiwan province. The time span is 2011-2020 for the provincial and prefecture levels and 2014-2020 for county level.
 
Literature
go back to reference Agrawal A, Catalini C, Goldfarb A (2015) Crowdfunding: Geography, social networks, and the timing of investment decisions. J Econ Manage Strat 24:253–274CrossRef Agrawal A, Catalini C, Goldfarb A (2015) Crowdfunding: Geography, social networks, and the timing of investment decisions. J Econ Manage Strat 24:253–274CrossRef
go back to reference Ahn KJ, Cho JS (2019) Major concerns of FinTech (Financial Technology) services in the Korean market. J Busi Retail Manage Res 14(1):123–133 Ahn KJ, Cho JS (2019) Major concerns of FinTech (Financial Technology) services in the Korean market. J Busi Retail Manage Res 14(1):123–133
go back to reference Alt R, Beck R, Smits MT (2018) FinTech and the transformation of the financial industry. Electron Markets 28:235–243CrossRef Alt R, Beck R, Smits MT (2018) FinTech and the transformation of the financial industry. Electron Markets 28:235–243CrossRef
go back to reference Anagnostopoulos I (2018) FinTech and RegTech: Impact on regulators and banks. J Econ Busi 100:7–25CrossRef Anagnostopoulos I (2018) FinTech and RegTech: Impact on regulators and banks. J Econ Busi 100:7–25CrossRef
go back to reference Arellano M, Bond S (1991) Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Rev Econ Stud 58(2):277–297CrossRef Arellano M, Bond S (1991) Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Rev Econ Stud 58(2):277–297CrossRef
go back to reference Beck T, Chen T, Lin C, Song FM (2016) Financial innovation: The bright and the dark sides. J Bank Financ 72:28–51CrossRef Beck T, Chen T, Lin C, Song FM (2016) Financial innovation: The bright and the dark sides. J Bank Financ 72:28–51CrossRef
go back to reference Begenau J, Farboodi M, Veldkamp L (2018) Big data in finance and the growth of large firms. J Monet Econ 97:71–87CrossRef Begenau J, Farboodi M, Veldkamp L (2018) Big data in finance and the growth of large firms. J Monet Econ 97:71–87CrossRef
go back to reference Blundell R, Bond S (1998) Initial conditions and moment restrictions in dynamic panel data models. J Econometrics 87(1):115–143CrossRef Blundell R, Bond S (1998) Initial conditions and moment restrictions in dynamic panel data models. J Econometrics 87(1):115–143CrossRef
go back to reference Boot A, Hoffmann P, Laeven L, Ratnovski L (2021) FinTech: What’s old, what’s new? J Financ Stabil 53:100836CrossRef Boot A, Hoffmann P, Laeven L, Ratnovski L (2021) FinTech: What’s old, what’s new? J Financ Stabil 53:100836CrossRef
go back to reference Boss M, Elsinger H, Summer M, Thurner S (2004) Network topology of the interbank market. Quantit Financ 4(6):677–684CrossRef Boss M, Elsinger H, Summer M, Thurner S (2004) Network topology of the interbank market. Quantit Financ 4(6):677–684CrossRef
go back to reference Boyd JH, Graham SL (1986) Risk, regulation, and bank holding company expansion into nonbanking. Q Rev 10(Spr):2–17 Boyd JH, Graham SL (1986) Risk, regulation, and bank holding company expansion into nonbanking. Q Rev 10(Spr):2–17
go back to reference Chen MA, Wu Q, Yang B (2019) How valuable is FinTech innovation? Rev Financ Stud 32(5):2062–2106CrossRef Chen MA, Wu Q, Yang B (2019) How valuable is FinTech innovation? Rev Financ Stud 32(5):2062–2106CrossRef
go back to reference Chen X, You X, Chang V (2021) FinTech and commercial banks’ performance in China: A leap forward or survival of the fittest? Technol Forecast Soc Chang 166:120645CrossRef Chen X, You X, Chang V (2021) FinTech and commercial banks’ performance in China: A leap forward or survival of the fittest? Technol Forecast Soc Chang 166:120645CrossRef
go back to reference Cheng M, Qu Y (2020) Does bank FinTech reduce credit risk? Evidence from China. Pacific-Basin Financ J 63:101398CrossRef Cheng M, Qu Y (2020) Does bank FinTech reduce credit risk? Evidence from China. Pacific-Basin Financ J 63:101398CrossRef
go back to reference Chiu J, Koeppl TV (2019) Blockchain-based settlement for asset trading. Rev Financ Stud 32(5):1716–1753CrossRef Chiu J, Koeppl TV (2019) Blockchain-based settlement for asset trading. Rev Financ Stud 32(5):1716–1753CrossRef
go back to reference Deng L, Lv Y, Liu Y, Zhao Y (2021) Impact of FinTech on bank risk-taking: Evidence from China. Risks 9(5):99CrossRef Deng L, Lv Y, Liu Y, Zhao Y (2021) Impact of FinTech on bank risk-taking: Evidence from China. Risks 9(5):99CrossRef
go back to reference Fung DW, Lee WY, Yeh JJ, Yuen FL (2020) Friend or foe: The divergent effects of FinTech on financial stability. Emerg Markets Rev 45:100727CrossRef Fung DW, Lee WY, Yeh JJ, Yuen FL (2020) Friend or foe: The divergent effects of FinTech on financial stability. Emerg Markets Rev 45:100727CrossRef
go back to reference Furfine CH (1999) The microstructure of the federal funds market. Financ Markets, Instit Instru 8(5):24–44CrossRef Furfine CH (1999) The microstructure of the federal funds market. Financ Markets, Instit Instru 8(5):24–44CrossRef
go back to reference Fuster A, Plosser M, Schnabl P et al (2019) The role of technology in mortgage lending. Rev Financ Stud 32:1854–1899CrossRef Fuster A, Plosser M, Schnabl P et al (2019) The role of technology in mortgage lending. Rev Financ Stud 32:1854–1899CrossRef
go back to reference Gemayel R, Preda A (2018) Does a scopic regime produce conformism? Herding behavior among trade leaders on social trading platforms. Euro J Financ 24:1144–1175CrossRef Gemayel R, Preda A (2018) Does a scopic regime produce conformism? Herding behavior among trade leaders on social trading platforms. Euro J Financ 24:1144–1175CrossRef
go back to reference Goldstein I, Jiang W, Karolyi GA (2019) To FinTech and beyond. Rev Financ Stud 32(5):1647–1661CrossRef Goldstein I, Jiang W, Karolyi GA (2019) To FinTech and beyond. Rev Financ Stud 32(5):1647–1661CrossRef
go back to reference Gomber P, Koch JA, Siering M (2017) Digital finance and FinTech: Current research and future research directions. J Busi Econ 87(5):537–580 Gomber P, Koch JA, Siering M (2017) Digital finance and FinTech: Current research and future research directions. J Busi Econ 87(5):537–580
go back to reference Guerineau S, Leon F (2019) Information sharing, credit booms and financial stability: Do developing economies differ from advanced countries? J Financ Stabil 40:64–76CrossRef Guerineau S, Leon F (2019) Information sharing, credit booms and financial stability: Do developing economies differ from advanced countries? J Financ Stabil 40:64–76CrossRef
go back to reference Guo P, Shen Y (2019) Internet finance, deposit competition, and bank risk-taking. J Financ Res 8:58–76 (In Chinese) Guo P, Shen Y (2019) Internet finance, deposit competition, and bank risk-taking. J Financ Res 8:58–76 (In Chinese)
go back to reference Guo F, Wang J, Wang F, Kong T, Zhang X, Cheng Z (2020) Measuring China’s digital financial inclusion: Index compilation and spatial characteristics. China Econ Q 19(4):1401–1418 (In Chinese) Guo F, Wang J, Wang F, Kong T, Zhang X, Cheng Z (2020) Measuring China’s digital financial inclusion: Index compilation and spatial characteristics. China Econ Q 19(4):1401–1418 (In Chinese)
go back to reference Houston JF, Lin C, Lin P (2010) Creditor rights, information sharing, and bank risk taking. J Financ Econ 96(3):485–512CrossRef Houston JF, Lin C, Lin P (2010) Creditor rights, information sharing, and bank risk taking. J Financ Econ 96(3):485–512CrossRef
go back to reference Jagtiani J, Lemieux C (2018) Do FinTech lenders penetrate areas that are underserved by traditional banks? J Econ Busi 100:43–54CrossRef Jagtiani J, Lemieux C (2018) Do FinTech lenders penetrate areas that are underserved by traditional banks? J Econ Busi 100:43–54CrossRef
go back to reference Kirilenko AA, Lo AW (2013) Moore’s law versus Murphy’s law: Algorithmic trading and its discontents. J Econ Perspect 27:51–72CrossRef Kirilenko AA, Lo AW (2013) Moore’s law versus Murphy’s law: Algorithmic trading and its discontents. J Econ Perspect 27:51–72CrossRef
go back to reference Lee CC, Li X, Yu CH, Zhao J (2021) Does FinTech innovation improve bank efficiency? Evidence from China’s banking industry. Internat Rev Econ Financ 74:468–483CrossRef Lee CC, Li X, Yu CH, Zhao J (2021) Does FinTech innovation improve bank efficiency? Evidence from China’s banking industry. Internat Rev Econ Financ 74:468–483CrossRef
go back to reference Li Z, Tu XF, Pu L (2019) Systemic risk of financial institutions: Importance and vulnerability. J Financ Econ 45(02):100–112 (In Chinese) Li Z, Tu XF, Pu L (2019) Systemic risk of financial institutions: Importance and vulnerability. J Financ Econ 45(02):100–112 (In Chinese)
go back to reference Lian YH (2016) Risk contagion in inter-bank networks: An empirical study of China’s banking industry. J Financ Econ 42(09):63–74 (In Chinese) Lian YH (2016) Risk contagion in inter-bank networks: An empirical study of China’s banking industry. J Financ Econ 42(09):63–74 (In Chinese)
go back to reference Liu MF, Jiang W (2020) Does FinTech promote or hinder the efficiency of commercial banks? Empirical research based on China’s banking industry. Mod Econ Sci 2:1–18 (In Chinese) Liu MF, Jiang W (2020) Does FinTech promote or hinder the efficiency of commercial banks? Empirical research based on China’s banking industry. Mod Econ Sci 2:1–18 (In Chinese)
go back to reference Mild A, Waitz M, Wockl J (2015) How Low Can You Go?—Overcoming the inability of lenders to set proper interest rates on unsecured peer-to-peer lending markets. J Busi Res 68:1291–1305CrossRef Mild A, Waitz M, Wockl J (2015) How Low Can You Go?—Overcoming the inability of lenders to set proper interest rates on unsecured peer-to-peer lending markets. J Busi Res 68:1291–1305CrossRef
go back to reference Qiu H, Huang YP, Ji Y (2018) The impact of financial technology on traditional bank behavior: From the perspective of internet financial management. Financ Res 11:17–29 (In Chinese) Qiu H, Huang YP, Ji Y (2018) The impact of financial technology on traditional bank behavior: From the perspective of internet financial management. Financ Res 11:17–29 (In Chinese)
go back to reference Sheldon G, Maurer M (1998) Interbank lending and systemic risk: An empirical analysis for Switzerland. Revue Suisse d Economie Politique Et De Statistique 134:685–704 Sheldon G, Maurer M (1998) Interbank lending and systemic risk: An empirical analysis for Switzerland. Revue Suisse d Economie Politique Et De Statistique 134:685–704
go back to reference Sheng T (2021) The effect of FinTech on banks’ credit provision to SMEs: Evidence from China. Financ Res Lett 39:101558CrossRef Sheng T (2021) The effect of FinTech on banks’ credit provision to SMEs: Evidence from China. Financ Res Lett 39:101558CrossRef
go back to reference Song XL, Hou JC (2017) Can internet use improve the development level of inclusive finance? – Evidence from 25 developed and 40 developing countries. Manage World 1:172–173 (In Chinese) Song XL, Hou JC (2017) Can internet use improve the development level of inclusive finance? – Evidence from 25 developed and 40 developing countries. Manage World 1:172–173 (In Chinese)
go back to reference Tseng PL, Guo WC (2022) Fintech, credit market competition, and bank asset quality. J Financ Serv Res 61(3):285–318CrossRef Tseng PL, Guo WC (2022) Fintech, credit market competition, and bank asset quality. J Financ Serv Res 61(3):285–318CrossRef
go back to reference Upper C, Worms A (2004) Estimating bilateral exposures in the German interbank market: Is there a danger of contagion? Euro Econ Rev 48(4):827–849CrossRef Upper C, Worms A (2004) Estimating bilateral exposures in the German interbank market: Is there a danger of contagion? Euro Econ Rev 48(4):827–849CrossRef
go back to reference Wang R, Liu J, Luo H (2021) FinTech development and bank risk taking in China. Eur J Financ 27(4–5):397–418CrossRef Wang R, Liu J, Luo H (2021) FinTech development and bank risk taking in China. Eur J Financ 27(4–5):397–418CrossRef
go back to reference Wells S (2002) UK interbank exposures: systemic risk implications. Financ Stabil Rev 13(12):175–182 Wells S (2002) UK interbank exposures: systemic risk implications. Financ Stabil Rev 13(12):175–182
go back to reference Xie XL, Wang SH (2022) Digital Transformation of Commercial Banks in China: Measurement, Progress and Impact. China Economic Quarterly 22(06):1937–1956 Xie XL, Wang SH (2022) Digital Transformation of Commercial Banks in China: Measurement, Progress and Impact. China Economic Quarterly 22(06):1937–1956
Metadata
Title
How FinTech Affects Bank Systemic Risk: Evidence from China
Authors
Qian Chen
Chuang Shen
Publication date
14-12-2023
Publisher
Springer US
Published in
Journal of Financial Services Research / Issue 1/2024
Print ISSN: 0920-8550
Electronic ISSN: 1573-0735
DOI
https://doi.org/10.1007/s10693-023-00421-7