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From risk to buffer: calibrating the positive neutral CCyB rate in the euro area

Author

Listed:
  • Herrera, Luis
  • Pirovano, Mara
  • Scalone, Valerio

Abstract

This paper proposes a novel yet intuitive method for the calibration of the CCyB through the cycle in the euro area, including the positive neutral CCyB rate. The paper implements the Risk-to-Buffer framework by Couaillier and Scalone (2024) in both a DSGE and macro time series setting and proposes a calibration of the PN CCyB aimed to reduce the macroeconomic amplification of shocks occurring in an environment where risks are neither subdued nor elevated. The suggested positive neutral CCyB rates for the euro area are consistent across methodologies and robust to alternative specifications, ranging between 1% and 1.5%. The results also highlight the role of different shocks and sources of cyclical systemic risk for the calibration of the CCyB through the cycle. The flexibility of the method regarding the modeling tools, the selection of specific levels of risks as well as the choice of state variables and of exogenous shocks make it particularly suitable to be tailored to national specificities and policymakers’ preferences. JEL Classification: C32, E51, E58, G01

Suggested Citation

  • Herrera, Luis & Pirovano, Mara & Scalone, Valerio, 2025. "From risk to buffer: calibrating the positive neutral CCyB rate in the euro area," Working Paper Series 3075, European Central Bank.
    • Handle: RePEc:ecb:ecbwps:20253075
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    References listed on IDEAS

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    1. Drehmann, Mathias & Juselius, Mikael, 2014. "Evaluating early warning indicators of banking crises: Satisfying policy requirements," International Journal of Forecasting, Elsevier, vol. 30(3), pages 759-780.
    2. Leo Haan & Jan Kakes, 2020. "European banks after the global financial crisis: peak accumulated losses, twin crises and business models," Journal of Banking Regulation, Palgrave Macmillan, vol. 21(3), pages 197-211, September.
    3. Mendicino, Caterina & Nikolov, Kalin & Suarez, Javier & Supera, Dominik, 2020. "Bank capital in the short and in the long run," Journal of Monetary Economics, Elsevier, vol. 115(C), pages 64-79.
    4. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    5. Silvana Tenreyro & Gregory Thwaites, 2016. "Pushing on a String: US Monetary Policy Is Less Powerful in Recessions," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(4), pages 43-74, October.
    6. Alan J. Auerbach & Yuriy Gorodnichenko, 2013. "Output Spillovers from Fiscal Policy," American Economic Review, American Economic Association, vol. 103(3), pages 141-146, May.
    7. De Nora, Giorgia & Pereira, Ana & Pirovano, Mara & Stammwitz, Florian, 2025. "From losses to buffer - calibrating the positive neutral CCyB rate in the euro area," Working Paper Series 3061, European Central Bank.
    8. Lang, Jan Hannes & Forletta, Marco, 2020. "Cyclical systemic risk and downside risks to bank profitability," Working Paper Series 2405, European Central Bank.
    9. Couaillier, Cyril & Scalone, Valerio, 2024. "Risk-to buffer: setting cyclical and structural banks capital requirements through stress test," Working Paper Series 2966, European Central Bank.
    10. Maarten R.C. Van Oordt, 2023. "Calibrating the Magnitude of the Countercyclical Capital Buffer Using Market‐Based Stress Tests," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 55(2-3), pages 465-501, March.
    11. Budnik, Katarzyna & Balatti, Mirco & Dimitrov, Ivan & Groß, Johannes & Hansen, Ib & Kleemann, Michael & Sanna, Francesco & Sarychev, Andrei & Siņenko, Nadežda & Volk, Matjaz & Covi, Giovanni & di Iasi, 2019. "Macroprudential stress test of the euro area banking system," Occasional Paper Series 226, European Central Bank.
    12. Lozej, Matija & Onorante, Luca & Rannenberg, Ansgar, 2023. "Countercyclical capital regulation in a small open economy DSGE model," Macroeconomic Dynamics, Cambridge University Press, vol. 27(5), pages 1230-1267, July.
    13. Joana Passinhas & Ana Pereira, 2023. "A macroprudential look into the risk-return framework of banks’ profitability," Working Papers w202303, Banco de Portugal, Economics and Research Department.
    14. Taryk Bennani & Cyril Couaillier & Antoine Devulder & Silvia Gabrieli & Julien Idier & Pier Lopez & Thibaut Piquard & Valerio Scalone, 2017. "An analytical framework to calibrate macroprudential policy," Working papers 648, Banque de France.
    15. Mathias Drehmann & Claudio Borio & Kostas Tsatsaronis, 2011. "Anchoring Countercyclical Capital Buffers: The role of Credit Aggregates," International Journal of Central Banking, International Journal of Central Banking, vol. 7(4), pages 189-240, December.
    16. Herrera-Bravo, Luis & Pirovano, Mara & Scalone, Valerio, 2024. "The importance of being positive: costs and benefits of a positive neutral rate for the countercyclical capital buffer," Macroprudential Bulletin, European Central Bank, vol. 24.
    17. Lang, Jan Hannes & Forletta, Marco, 2019. "Bank capital-at-risk: measuring the impact of cyclical systemic risk on future bank losses," Macroprudential Bulletin, European Central Bank, vol. 9.
    18. Lang, Jan Hannes & Izzo, Cosimo & Fahr, Stephan & Ruzicka, Josef, 2019. "Anticipating the bust: a new cyclical systemic risk indicator to assess the likelihood and severity of financial crises," Occasional Paper Series 219, European Central Bank.
    19. Manuel A. Muñoz & Frank Smets, 2025. "The positive neutral countercyclical capital buffer," Bank of England working papers 1128, Bank of England.
    20. Òscar Jordà, 2005. "Estimation and Inference of Impulse Responses by Local Projections," American Economic Review, American Economic Association, vol. 95(1), pages 161-182, March.
    21. Pierluigi Bologna & Maddalena Galardo, 2024. "Calibrating the countercyclical capital buffer using AUROCs," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 53(1), February.
    22. Joana Passinhas & Ana Pereira, 2023. "A macroprudential look into the risk-return framework of banks’ profitability," Working Papers REM 2023/0265, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
    23. Carsten Detken & Olaf Weeken & Lucia Alessi & Diana Bonfim & Miguel M. Boucinha & Christian Castro & Sebastian Frontczak & Gaston Giordana & Julia Giese & Nadya Jahn & Jan Kakes & Benjamin Klaus & Jan, 2014. "Operationalising the countercyclical capital buffer: indicator selection, threshold identification and calibration options," ESRB Occasional Paper Series 05, European Systemic Risk Board.
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    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G01 - Financial Economics - - General - - - Financial Crises

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