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Risk contagion in the banking network: New evidence from China

Author

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  • Chen, Bing
  • Li, Li
  • Peng, Fei
  • Anwar, Sajid

Abstract

Based on data from 111 Chinese banks over the 2013–2016 period, this paper estimates the interbank bilateral lending matrix using the maximum entropy method. The estimated matrix is used to simulate the effects of credit and liquidity shocks on China’s banking network. Simulation results show that, under the extreme pressure scenario, the contagion arising from a liquidity shock is significantly stronger than the effect of a credit shock, indicating the importance of liquidity in the banking system. The contagion effect arising from a credit shock does not vary much over the sample period. However, the contagion effect arising from a liquidity shock decreases significantly, which could be attributed to contraction in interbank business due to stricter interbank business supervision. The simulation results also identify the most important and most vulnerable nodes of the banking system. An increase in the level of capital level can enhance the ability of banks to withstand credit and liquidity shocks. Our analysis also suggests that risk contagion faced by China’s banks varies across banking network structures.

Suggested Citation

  • Chen, Bing & Li, Li & Peng, Fei & Anwar, Sajid, 2020. "Risk contagion in the banking network: New evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
  • Handle: RePEc:eee:ecofin:v:54:y:2020:i:c:s1062940820301704
    DOI: 10.1016/j.najef.2020.101276
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    as
    1. Nea, 2020. "National legislative and regulatory activities: 0," Nuclear Law Bulletin, OECD Publishing, vol. 2019(1).
    2. Paltalidis, Nikos & Gounopoulos, Dimitrios & Kizys, Renatas & Koutelidakis, Yiannis, 2015. "Transmission channels of systemic risk and contagion in the European financial network," Journal of Banking & Finance, Elsevier, vol. 61(S1), pages 36-52.
    3. Affinito, Massimiliano, 2012. "Do interbank customer relationships exist? And how did they function in the crisis? Learning from Italy," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3163-3184.
    4. ., 2020. "National transportation infrastructure," Chapters, in: The Infrastructured State, chapter 2, pages 31-60, Edward Elgar Publishing.
    5. Upper, Christian & Worms, Andreas, 2004. "Estimating bilateral exposures in the German interbank market: Is there a danger of contagion?," European Economic Review, Elsevier, vol. 48(4), pages 827-849, August.
    6. Franklin Allen & Douglas Gale, 2000. "Financial Contagion," Journal of Political Economy, University of Chicago Press, vol. 108(1), pages 1-33, February.
    7. Simon Wells, 2004. "Financial interlinkages in the United Kingdom's interbank market and the risk of contagion," Bank of England working papers 230, Bank of England.
    8. Covi, Giovanni & Gorpe, Mehmet Ziya & Kok, Christoffer, 2021. "CoMap: Mapping Contagion in the Euro Area Banking Sector," Journal of Financial Stability, Elsevier, vol. 53(C).
    9. Upper, Christian, 2011. "Simulation methods to assess the danger of contagion in interbank markets," Journal of Financial Stability, Elsevier, vol. 7(3), pages 111-125, August.
    10. Helmut Elsinger & Alfred Lehar & Martin Summer, 2006. "Risk Assessment for Banking Systems," Management Science, INFORMS, vol. 52(9), pages 1301-1314, September.
    11. Imen Zorgati & Faten Lakhal & Elmoez Zaabi, 2019. "Financial contagion in the subprime crisis context: A copula approach," Post-Print hal-02052406, HAL.
    12. Gabriel Pino & Subhash C. Sharma, 2019. "On the Contagion Effect in the US Banking Sector," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(1), pages 261-280, February.
    13. George Sheldon & Martin Maurer, 1998. "Interbank Lending and Systemic Risk: An Empirical Analysis for Switzerland," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 134(IV), pages 685-704, December.
    14. Anand, Kartik & van Lelyveld, Iman & Banai, Ádám & Friedrich, Soeren & Garratt, Rodney & Hałaj, Grzegorz & Fique, Jose & Hansen, Ib & Jaramillo, Serafín Martínez & Lee, Hwayun & Molina-Borboa, José Lu, 2018. "The missing links: A global study on uncovering financial network structures from partial data," Journal of Financial Stability, Elsevier, vol. 35(C), pages 107-119.
    15. ., 2020. "Innovation and national security," Chapters, in: Defense Technological Innovation, chapter 2, pages 17-38, Edward Elgar Publishing.
    16. Soylu, Pınar Kaya & Güloğlu, Bülent, 2019. "Financial contagion and flight to quality between emerging markets and U.S. bond market," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    17. Marlene Amstad & Zhiguo He, 2019. "Chinese Bond Market and Interbank Market," NBER Working Papers 25549, National Bureau of Economic Research, Inc.
    18. Kobayashi, Teruyoshi & Takaguchi, Taro, 2018. "Identifying relationship lending in the interbank market: A network approach," Journal of Banking & Finance, Elsevier, vol. 97(C), pages 20-36.
    19. Jonathan Chiu & Jens Eisenschmidt & Cyril Monnet, 2020. "Relationships in the Interbank Market," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 35, pages 170-191, January.
    20. Sun, Lixin, 2020. "Financial networks and systemic risk in China's banking system," Finance Research Letters, Elsevier, vol. 34(C).
    21. Iman van Lelyveld & Franka Liedorp, 2006. "Interbank Contagion in the Dutch Banking Sector: A Sensitivity Analysis," International Journal of Central Banking, International Journal of Central Banking, vol. 2(2), May.
    22. Mistrulli, Paolo Emilio, 2011. "Assessing financial contagion in the interbank market: Maximum entropy versus observed interbank lending patterns," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1114-1127, May.
    23. Helmut Elsinger & Alfred Lehar & Martin Summer, 2006. "Using Market Information for Banking System Risk Assessment," International Journal of Central Banking, International Journal of Central Banking, vol. 2(1), March.
    24. ., 2020. "National energy infrastructure," Chapters, in: The Infrastructured State, chapter 4, pages 82-105, Edward Elgar Publishing.
    25. ., 2020. "National information infrastructure," Chapters, in: The Infrastructured State, chapter 3, pages 61-81, Edward Elgar Publishing.
    26. Jakub Kostolný & Martin Kahanec, 2020. "Strategic review of Slovakian national RI Roadmap," Research Reports 32, Central European Labour Studies Institute (CELSI).
    27. in ’t Veld, Daan & van Lelyveld, Iman, 2014. "Finding the core: Network structure in interbank markets," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 27-40.
    28. Leslie King, 2020. "Nationalizing Sex: Fertility, Fear, and Power," Population Studies, Taylor & Francis Journals, vol. 74(2), pages 296-298, June.
    29. Nea, 2020. "National legislative and regulatory activities: 0," Nuclear Law Bulletin, OECD Publishing, vol. 2019(2).
    30. Jonathan Chiu & Jens Eisenschmidt & Cyril Monnet, 2020. "Relationships in the Interbank Market," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 35, pages 170-191, January.
    31. BenMim, Imen & BenSaïda, Ahmed, 2019. "Financial contagion across major stock markets: A study during crisis episodes," The North American Journal of Economics and Finance, Elsevier, vol. 48(C), pages 187-201.
    32. repec:zbw:bofrdp:2009_006 is not listed on IDEAS
    33. Zhang, Weiping & Zhuang, Xintian & Lu, Yang, 2020. "Spatial spillover effects and risk contagion around G20 stock markets based on volatility network," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    34. Hausenblas, Václav & Kubicová, Ivana & Lešanovská, Jitka, 2015. "Contagion risk in the Czech financial system: A network analysis and simulation approach," Economic Systems, Elsevier, vol. 39(1), pages 156-180.
    35. Zorgati, Imen & Lakhal, Faten & Zaabi, Elmoez, 2019. "Financial contagion in the subprime crisis context: A copula approach," The North American Journal of Economics and Finance, Elsevier, vol. 47(C), pages 269-282.
    36. Andrew G. Haldane & Robert M. May, 2011. "Systemic risk in banking ecosystems," Nature, Nature, vol. 469(7330), pages 351-355, January.
    37. Hans Degryse & Grégory Nguyen, 2007. "Interbank Exposures: An Empirical Examination of Contagion Risk in the Belgian Banking System," International Journal of Central Banking, International Journal of Central Banking, vol. 3(2), pages 123-171, June.
    38. Lin Zou & Lijuan Xie & Yuanjing Yang, 2019. "A Double-Layer Network and the Contagion Mechanism of China's Financial Systemic Risk," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 22(4), pages 1-9.
    39. Temizsoy, Asena & Iori, Giulia & Montes-Rojas, Gabriel, 2015. "The role of bank relationships in the interbank market," Journal of Economic Dynamics and Control, Elsevier, vol. 59(C), pages 118-141.
    40. Lin, Ling & Kuang, Yuanpei & Jiang, Yong & Su, Xianfang, 2019. "Assessing risk contagion among the Brent crude oil market, London gold market and stock markets: Evidence based on a new wavelet decomposition approach," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    41. Furfine, Craig H, 2003. "Interbank Exposures: Quantifying the Risk of Contagion," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(1), pages 111-128, February.
    42. ., 2020. "National water infrastructure system," Chapters, in: The Infrastructured State, chapter 5, pages 106-129, Edward Elgar Publishing.
    43. Michael Boss & Helmut Elsinger & Martin Summer & Stefan Thurner, 2004. "Network topology of the interbank market," Quantitative Finance, Taylor & Francis Journals, vol. 4(6), pages 677-684.
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    More about this item

    Keywords

    Banking network; Contagion; Credit shock; Liquidity shock;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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