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Measuring capital at risk with financial contagion: two-sector model with banks and insurers

Author

Listed:
  • Giovanni Covi

    (Bank of England)

  • Anne-Caroline Huser

    (Bank of England)

Abstract

How do interdependent economic shocks impact the financial system and reverberate within it? To model the financial system, we start with a two-sector microstructural model of the financial system that includes banks and insurers. We develop a stress testing methodology that stochastically computes economic profits and losses at banks and insurers following correlated corporate default shocks. Taking into account the feedback and amplification of the initial shock though the financial system, we quantify its impact on firms’ capital positions. This methodology is applied to a very rich panel data set of UK banks and insurers. Our approach enables us to distil the contribution of initial economic shocks and the feedback and amplification mechanisms to extreme tail events. Overall, we find that, since the Covid pandemic (2020–21), the UK financial system has experienced an improvement in both profit expectations and tail losses. Comparing sectoral losses in an extreme stress scenario, we find that insurers are more affected than banks by economic credit and traded risk losses, while fire sale losses affect banks more than insurers.

Suggested Citation

  • Giovanni Covi & Anne-Caroline Huser, 2024. "Measuring capital at risk with financial contagion: two-sector model with banks and insurers," Bank of England Staff Working Paper series 1081, Bank of England.
  • Handle: RePEc:boe:boeewp:1081
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    References listed on IDEAS

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    1. Roncoroni, Alan & Battiston, Stefano & Escobar-Farfán, Luis O.L. & Martinez-Jaramillo, Serafin, 2021. "Climate risk and financial stability in the network of banks and investment funds," Journal of Financial Stability, Elsevier, vol. 54(C).
    2. 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).
    3. Lopez, Jose A., 2004. "The empirical relationship between average asset correlation, firm probability of default, and asset size," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 265-283, April.
    4. Yuliya Baranova & Graeme Douglas & Laura Silvestri, 2019. "Simulating stress in the UK corporate bond market: investor behaviour and asset fire-sales," Bank of England Staff Working Paper series 803, Bank of England.
    5. Bernal, Oscar & Gnabo, Jean-Yves & Guilmin, Grégory, 2014. "Assessing the contribution of banks, insurance and other financial services to systemic risk," Journal of Banking & Finance, Elsevier, vol. 47(C), pages 270-287.
    6. Mirza, Harun & Moccero, Diego & Palligkinis, Spyros & Pancaro, Cosimo, 2020. "Fire sales by euro area banks and funds: What is their asset price impact?," Economic Modelling, Elsevier, vol. 93(C), pages 430-444.
    7. Glasserman, Paul & Young, H. Peyton, 2015. "How likely is contagion in financial networks?," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 383-399.
    8. 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.
    9. Larry Eisenberg & Thomas H. Noe, 2001. "Systemic Risk in Financial Systems," Management Science, INFORMS, vol. 47(2), pages 236-249, February.
    10. Bardoscia, Marco & Barucca, Paolo & Codd, Adam Brinley & Hill, John, 2019. "Forward-looking solvency contagion," Journal of Economic Dynamics and Control, Elsevier, vol. 108(C).
    11. Paul Glasserman & Jingyi Li, 2005. "Importance Sampling for Portfolio Credit Risk," Management Science, INFORMS, vol. 51(11), pages 1643-1656, November.
    12. Giovanni Covi & James Brookes & Charumathi Raja, 2022. "Measuring Capital at Risk in the UK banking sector: a microstructural network approach," Bank of England Staff Working Paper series 983, Bank of England.
    13. Marco Bardoscia & Paolo Barucca & Adam Brinley Codd & John Hill, 2017. "The decline of solvency contagion risk," Bank of England Staff Working Paper series 662, Bank of England.
    14. Coval, Joshua & Stafford, Erik, 2007. "Asset fire sales (and purchases) in equity markets," Journal of Financial Economics, Elsevier, vol. 86(2), pages 479-512, November.
    15. Caccioli, Fabio & Ferrara, Gerardo & Ramadiah, Amanah, 2024. "Modelling fire sale contagion across banks and non-banks," Journal of Financial Stability, Elsevier, vol. 71(C).
    16. Montagna, Mattia & Torri, Gabriele & Covi, Giovanni, 2020. "On the origin of systemic risk," Working Paper Series 2502, European Central Bank.
    17. Patro, Dilip K. & Qi, Min & Sun, Xian, 2013. "A simple indicator of systemic risk," Journal of Financial Stability, Elsevier, vol. 9(1), pages 105-116.
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    Keywords

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    JEL classification:

    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation

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