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Designing Effective Macroprudential Stress Tests: Progress So Far and the Way Forward

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  • Mr. Dimitri G Demekas

Abstract

Giving stress tests a macroprudential perspective requires (i) incorporating general equilibrium dimensions, so that the outcome of the test depends not only on the size of the shock and the buffers of individual institutions but also on their behavioral responses and their interactions with each other and with other economic agents; and (ii) focusing on the resilience of the system as a whole. Progress has been made toward the first goal: several models are now available that attempt to integrate solvency, liquidity, and other sources of risk and to capture some behavioral responses and feedback effects. But building models that measure correctly systemic risk and the contribution of individual institutions to it while, at the same time, relating the results to the established regulatory framework has proved more difficult. Looking forward, making macroprudential stress tests more effective would entail using a variety of analytical approaches and scenarios, integrating non-bank financial entities, and exploring the use of agent-based models. As well, macroprudential stress tests should not be used in isolation but be treated as complements to other tools and—crucially—be combined with microprudential perspectives.

Suggested Citation

  • Mr. Dimitri G Demekas, 2015. "Designing Effective Macroprudential Stress Tests: Progress So Far and the Way Forward," IMF Working Papers 2015/146, International Monetary Fund.
  • Handle: RePEc:imf:imfwpa:2015/146
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    1. Alla, Zineddine & Espinoza, Raphael & Li, Helen & Segoviano, Miguel, 2018. "Macroprudential stress tests: a reduced-form approach to quantifying systemic risk losses," LSE Research Online Documents on Economics 118930, London School of Economics and Political Science, LSE Library.
    2. Pierluigi Bologna & Anatoli Segura, 2017. "Integrating Stress Tests within the Basel III Capital Framework: A Macroprudentially Coherent Approach," Journal of Financial Regulation, Oxford University Press, vol. 3(2), pages 159-186.
    3. Morell, Joe & Rice, Jonathan & Shaw, Frances, 2022. "A Framework for Macroprudential Stress Testing," Research Technical Papers 7/RT/22, Central Bank of Ireland.
    4. International Monetary Fund, 2016. "United Kingdom: Financial Sector Assessment Program-The Bank of England’s Stress Testing Framework-Technical Note," IMF Staff Country Reports 2016/162, International Monetary Fund.
    5. Petr Teply & Tomas Klinger, 2019. "Agent-based modeling of systemic risk in the European banking sector," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 14(4), pages 811-833, December.
    6. Aikman, David & Haldane, Andrew & Hinterschweiger, Marc & Kapadia, Sujit, 2018. "Rethinking financial stability," Bank of England working papers 712, Bank of England.
    7. Hałaj, Grzegorz, 2018. "System-wide implications of funding risk," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 503(C), pages 1151-1181.
    8. Chang Liu & Lin Tang & Dongtao Lin & Jiayi Guo, 2023. "Testing to extreme: An application of reverse stress testing engineering on mortgages of commercial banks in China," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 187-192, January.
    9. Kolari, James W. & López-Iturriaga, Félix J. & Sanz, Ivan Pastor, 2019. "Predicting European bank stress tests: Survival of the fittest," Global Finance Journal, Elsevier, vol. 39(C), pages 44-57.
    10. Kang-Soek Lee, 2020. "Macroprudential stress testing: A proposal for the Luxembourg investment fund sector," BCL working papers 141, Central Bank of Luxembourg.
    11. Pami Dua & Hema Kapur, 2017. "Macro Stress Testing of Indian Bank Groups," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 11(4), pages 375-403, November.
    12. Zineddine Alla & Mr. Raphael A Espinoza & Qiaoluan H. Li & Miguel A. Segoviano, 2018. "Macroprudential Stress Tests: A Reduced-Form Approach to Quantifying Systemic Risk Losses," IMF Working Papers 2018/049, International Monetary Fund.
    13. Dua, Pami & Kapur, Hema, 2018. "Macro stress testing and resilience assessment of Indian banking," Journal of Policy Modeling, Elsevier, vol. 40(2), pages 452-475.
    14. Buch, Claudia M. & Vogel, Edgar & Weigert, Benjamin, 2018. "Evaluating macroprudential policies," ESRB Working Paper Series 76, European Systemic Risk Board.
    15. Manning, Matthew, 2016. "Markets and operations: 2016 Q3," Bank of England Quarterly Bulletin, Bank of England, vol. 56(3), pages 146-154.
    16. Schuermann, Til, 2016. "Stress Testing in Wartime and in Peacetime," Working Papers 17-01, University of Pennsylvania, Wharton School, Weiss Center.
    17. Dent, Kieran & Westwood, Ben & Segoviano, Miguel, 2016. "Stress testing of banks: an introduction," Bank of England Quarterly Bulletin, Bank of England, vol. 56(3), pages 130-143.

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