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A model of system-wide stress simulation: market-based finance and the Covid-19 event

Author

Listed:
  • Giovanni di Iasio

    (Bank of Italy)

  • Spyridon Alogoskoufis

    (European Central Bank)

  • Simon Kordel

    (European Central Bank)

  • Dominika Kryczka

    (European Central Bank)

  • Giulio Nicoletti

    (European Central Bank)

  • Nicholas Vause

    (Bank of England)

Abstract

We build a model to simulate how the euro-area market-based financial system may function under stressed conditions, such as the COVID-19 turmoil. The core of the model is a set of representative agents reflecting key economic sectors, which interact in asset, funding and derivatives markets and face solvency and liquidity constraints on their behaviour. We illustrate the model’s behaviour with a two-layer approach. In Layer 1, we consider the deterioration in the outlook for the nonfinancial corporate sector. Agents reallocate their portfolios and risky asset prices fall. Layer 2 adds a rating downgrade shock to Layer 1, where a fraction of investment grade nonfinancial corporate bonds is downgraded to high yield. The additional shock creates further rebalancing pressure and price movements. For both layers we present asset flows (i.e. buying and selling marketable securities) across agents and balance sheet losses. The model provides quantitative support to the equilibrium effects of the macroprudential regulation of investment funds, which we illustrate by varying their liquidity buffers.

Suggested Citation

  • Giovanni di Iasio & Spyridon Alogoskoufis & Simon Kordel & Dominika Kryczka & Giulio Nicoletti & Nicholas Vause, 2022. "A model of system-wide stress simulation: market-based finance and the Covid-19 event," Questioni di Economia e Finanza (Occasional Papers) 687, Bank of Italy, Economic Research and International Relations Area.
  • Handle: RePEc:bdi:opques:qef_687_22
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    References listed on IDEAS

    as
    1. Giuzio, Margherita & Rousová, Linda, 2019. "Insurers’ investment strategies: pro- or countercyclical?," Working Paper Series 2299, European Central Bank.
    2. Yann Braouezec & Lakshithe Wagalath, 2016. "Risk-based capital requirements and optimal liquidation in a stress scenario," Working Papers 2016-ACF-01, IESEG School of Management.
    3. Shleifer, Andrei & Vishny, Robert W, 1992. "Liquidation Values and Debt Capacity: A Market Equilibrium Approach," Journal of Finance, American Finance Association, vol. 47(4), pages 1343-1366, September.
    4. Goldstein, Itay & Jiang, Hao & Ng, David T., 2017. "Investor flows and fragility in corporate bond funds," Journal of Financial Economics, Elsevier, vol. 126(3), pages 592-613.
    5. Chevalier, Judith & Ellison, Glenn, 1997. "Risk Taking by Mutual Funds as a Response to Incentives," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1167-1200, December.
    6. Douglas, Graeme & Roberts-Sklar, Matt, 2018. "What drives UK defined benefit pension funds' investment behaviour?," Bank of England working papers 757, Bank of England.
    7. Douglas, Graeme & Noss, Joseph & Vause, Nicholas, 2017. "The impact of Solvency II regulations on life insurers’ investment behaviour," Bank of England working papers 664, Bank of England.
    8. Baranova, Yuliya & Liu, Zijun & Shakir, Tamarah, 2017. "Staff Working Paper No. 665: Dealer intermediation, market liquidity and the impact of regulatory reform," Bank of England working papers 665, Bank of England.
    9. Aikman, David & Chichkanov, Pavel & Douglas, Graeme & Georgiev, Yordan & Howat, James & King, Benjamin, 2019. "System-wide stress simulation," Bank of England working papers 809, Bank of England.
    10. Sydow, Matthias & Schilte, Aurore & Covi, Giovanni & Deipenbrock, Marija & Del Vecchio, Leonardo & Fiedor, Paweł & Fukker, Gábor & Gehrend, Max & Gourdel, Régis & Grassi, Alberto & Hilberg, Björn & Ka, 2021. "Shock amplification in an interconnected financial system of banks and investment funds," Working Paper Series 2581, European Central Bank.
    11. Nicola Cetorelli & Fernando M. Duarte & Thomas M. Eisenbach, 2016. "Are Asset Managers Vulnerable to Fire Sales?," Liberty Street Economics 20160218, Federal Reserve Bank of New York.
    12. di Iasio, Giovanni & Kryczka, Dominika, 2021. "Market failures in market-based finance," Working Paper Series 2545, European Central Bank.
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    1. Martijn Boermans, 2022. "A literature review of securities holdings statistics research and a practitioner’s guide," Working Papers 757, DNB.

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    More about this item

    Keywords

    Systemic risk; market-based finance; stress testing; COVID-19;
    All these keywords.

    JEL classification:

    • G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

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