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Can digital transformation reduce bank systemic risk? Empirical evidence from listed banks in China

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  • Ting Yao

    (Nanning Normal University)

  • Liangrong Song

    (University of Shanghai for Science and Technology)

Abstract

Digital transformation (DT) is a strategic priority for commercial banks in China. It is important to explore the relationship between DT and bank systemic risk to maintain financial stability and promote high-quality development of banks. Based on the data of China's listed commercial banks from Q3 2010 to Q1 2022, this paper empirically tests the influence mechanism, heterogeneity influence and action channels of DT on bank systemic risk. This paper finds that DT reduces the bank systemic risk. The higher the degree of DT, the lower the bank systemic risk. Innovation effect and cost effect play multiple mediating roles in the reduction of bank systemic risk by DT. The innovation of bank products, sales channels, organizations and other aspects to enhance the competitiveness and income of banks, while reducing the information asymmetry between the supply chain and the industrial chain, taking cost and risk sharing, reduces the bank systemic risk. This paper enriches the research on the impact of bank DT on systemic risk and provides empirical support for bank risk management.

Suggested Citation

  • Ting Yao & Liangrong Song, 2023. "Can digital transformation reduce bank systemic risk? Empirical evidence from listed banks in China," Economic Change and Restructuring, Springer, vol. 56(6), pages 4445-4463, December.
    • Handle: RePEc:kap:ecopln:v:56:y:2023:i:6:d:10.1007_s10644-023-09560-2
    DOI: 10.1007/s10644-023-09560-2
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    References listed on IDEAS

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    1. Dogah, Kingsley E., 2021. "Effect of trade and economic policy uncertainties on regional systemic risk: Evidence from ASEAN," Economic Modelling, Elsevier, vol. 104(C).
    2. Xu, Qifa & Jin, Bei & Jiang, Cuixia, 2021. "Measuring systemic risk of the Chinese banking industry: A wavelet-based quantile regression approach," The North American Journal of Economics and Finance, Elsevier, vol. 55(C).
    3. Baumöhl, Eduard & Bouri, Elie & Hoang, Thi-Hong-Van & Hussain Shahzad, Syed Jawad & Výrost, Tomáš, 2022. "Measuring systemic risk in the global banking sector: A cross-quantilogram network approach," Economic Modelling, Elsevier, vol. 109(C).
    4. Ting Yao & Liangrong Song, 2021. "Examining the differences in the impact of Fintech on the economic capital of commercial banks’ market risk: evidence from a panel system GMM analysis," Applied Economics, Taylor & Francis Journals, vol. 53(23), pages 2647-2660, May.
    5. Khattak, Mudeer Ahmed & Ali, Mohsin & Azmi, Wajahat & Rizvi, Syed Aun R., 2023. "Digital transformation, diversification and stability: What do we know about banks?," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 122-132.
    6. Liu, Ruicheng & Pun, Chi Seng, 2022. "Machine-Learning-enhanced systemic risk measure: A Two-Step supervised learning approach," Journal of Banking & Finance, Elsevier, vol. 136(C).
    7. Bakkar, Yassine & Nyola, Annick Pamen, 2021. "Internationalization, foreign complexity and systemic risk: Evidence from European banks," Journal of Financial Stability, Elsevier, vol. 55(C).
    8. Tadiwanashe Muganyi & Linnan Yan & Yingkai Yin & Huaping Sun & Xiangbin Gong & Farhad Taghizadeh-Hesary, 2022. "Fintech, regtech, and financial development: evidence from China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-20, December.
    9. Chwiłkowska-Kubala, Anna & Cyfert, Szymon & Malewska, Kamila & Mierzejewska, Katarzyna & Szumowski, Witold, 2023. "The impact of resources on digital transformation in energy sector companies. The role of readiness for digital transformation," Technology in Society, Elsevier, vol. 74(C).
    10. Jui-Long Hung & Binjie Luo, 2016. "FinTech in Taiwan: a case study of a Bank’s strategic planning for an investment in a FinTech company," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-16, December.
    11. Gupta, Aparna & Wang, Runzu & Lu, Yueliang, 2021. "Addressing systemic risk using contingent convertible debt – A network analysis," European Journal of Operational Research, Elsevier, vol. 290(1), pages 263-277.
    12. Lai, Yujie & Hu, Yibo, 2021. "A study of systemic risk of global stock markets under COVID-19 based on complex financial networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 566(C).
    13. Murinde, Victor & Rizopoulos, Efthymios & Zachariadis, Markos, 2022. "The impact of the FinTech revolution on the future of banking: Opportunities and risks," International Review of Financial Analysis, Elsevier, vol. 81(C).
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