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Towards Macroprudential Stress Testing: Incorporating Macro-Feedback Effects

Author

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  • Mr. Ivo Krznar
  • Mr. Troy D Matheson

Abstract

Macro-feedback effects have been identified as a key missing element for more effective macro-prudential stress testing. To fill this gap, this paper develops a framework that facilitates the analysis of both the direct effects of macroeconomic shocks on the solvency of individual banks and feedback effects that allow for the amplification and propagation of shocks that can result from bank deleveraging and credit crunches. The framework ensures consistency in the key relationships between macroeconomic and financial variables, and banks’ balance sheets. This is accomplished by embedding a standard stress-testing framework based on individual banks’ data in a semi-structural macroeconomic model. The framework has numerous applications that can strengthen stress testing and macro financial analysis. Moreover, it provides an avenue for many extensions that address the challenges of incorporating other second-round effects important for comprehensive systemic risk analysis, such as interactions between solvency, liquidity and contagion risks. To this end, the paper presents some preliminary simulations of feedback effects arising from the link between the liquidity and solvency risk.

Suggested Citation

  • Mr. Ivo Krznar & Mr. Troy D Matheson, 2017. "Towards Macroprudential Stress Testing: Incorporating Macro-Feedback Effects," IMF Working Papers 2017/149, International Monetary Fund.
  • Handle: RePEc:imf:imfwpa:2017/149
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    Citations

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    Cited by:

    1. Jondeau, Eric & Sahuc, Jean-Guillaume, 2022. "Bank capital shortfall in the euro area," Journal of Financial Stability, Elsevier, vol. 62(C).
    2. Catalán, Mario & Hoffmaister, Alexander W., 2022. "When banks punch back: Macrofinancial feedback loops in stress tests," Journal of International Money and Finance, Elsevier, vol. 124(C).
    3. Grzegorz Halaj & Sofia Priazhkina, 2021. "Stressed but not Helpless: Strategic Behaviour of Banks Under Adverse Market Conditions," Staff Working Papers 21-35, Bank of Canada.
    4. Budnik, Katarzyna & Balatti, Mirco & Dimitrov, Ivan & Groß, Johannes & Kleemann, Michael & Reichenbachas, Tomas & Sanna, Francesco & Sarychev, Andrei & Siņenko, Nadežda & Volk, Matjaz, 2020. "Banking euro area stress test model," Working Paper Series 2469, European Central Bank.
    5. Budnik, Katarzyna & Ponte Marques, Aurea & Giglio, Carla & Grassi, Alberto & Durrani, Agha & Figueres, Juan Manuel & Konietschke, Paul & Le Grand, Catherine & Metzler, Julian & Población García, Franc, 2024. "Advancements in stress-testing methodologies for financial stability applications," Occasional Paper Series 348, European Central Bank.
    6. Morell, Joe & Rice, Jonathan & Shaw, Frances, 2022. "A Framework for Macroprudential Stress Testing," Research Technical Papers 7/RT/22, Central Bank of Ireland.
    7. David Aikman & Daniel Beale & Adam Brinley-Codd & Anne-Caroline Hüser & Giovanni Covi & Caterina Lepore, 2023. "Macro-Prudential Stress Test Models: A Survey," IMF Working Papers 2023/173, International Monetary Fund.
    8. Chafik, Omar & Mikou, Mohammed & Slaoui, Yassine & Motl, Tomas, 2022. "A DSGE model for macroprudential policy in Morocco," Document de travail 2022-3, Bank Al-Maghrib, Département de la Recherche.

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