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Growth-at-risk and macroprudential policy design

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  • Suarez, Javier

Abstract

This paper explores the foundations for the application of the empirical growth-at-risk (GaR) approach to the assessment and design of macroprudential policies. It starts considering a stylized benchmark linear specification of the empirical GaR approach in combination with a linear–quadratic social welfare criterion that rewards expected GDP growth and penalizes the gap between expected GDP growth and GaR. If the growth rate follows a normal distribution, this welfare criterion can be microfounded as consistent with expected utility maximization under preferences for GDP levels exhibiting constant absolute risk aversion. The benchmark formulation implies an optimal policy rule linear in the risk indicator and an optimal gap between expected growth and GaR that does not depend on the time-varying risk indicator and is inversely related to the cost-effectiveness of macroprudential policy and the risk preference parameter. Extensions of the benchmark formulation show the potential to adapt the analysis and its insights to the richer specifications typically considered in empirical work.

Suggested Citation

  • Suarez, Javier, 2022. "Growth-at-risk and macroprudential policy design," Journal of Financial Stability, Elsevier, vol. 60(C).
  • Handle: RePEc:eee:finsta:v:60:y:2022:i:c:s1572308922000353
    DOI: 10.1016/j.jfs.2022.101008
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    1. Stephen G. Cecchetti, 2008. "Measuring the Macroeconomic Risks Posed by Asset Price Booms," NBER Chapters, in: Asset Prices and Monetary Policy, pages 9-43, National Bureau of Economic Research, Inc.
    2. Franta, Michal & Gambacorta, Leonardo, 2020. "On the effects of macroprudential policies on Growth-at-Risk," Economics Letters, Elsevier, vol. 196(C).
    3. Mr. Ananthakrishnan Prasad & Mr. Selim A Elekdag & Mr. Phakawa Jeasakul & Romain Lafarguette & Mr. Adrian Alter & Alan Xiaochen Feng & Changchun Wang, 2019. "Growth at Risk: Concept and Application in IMF Country Surveillance," IMF Working Papers 2019/036, International Monetary Fund.
    4. Lutz Kilian & Simone Manganelli, 2008. "The Central Banker as a Risk Manager: Estimating the Federal Reserve's Preferences under Greenspan," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(6), pages 1103-1129, September.
    5. Vadim Elenev & Tim Landvoigt & Stijn Van Nieuwerburgh, 2021. "A Macroeconomic Model With Financially Constrained Producers and Intermediaries," Econometrica, Econometric Society, vol. 89(3), pages 1361-1418, May.
    6. Aikman, David & Bridges, Jonathan & Burgess, Stephen & Galletly, Richard & Levina, Iren & O'Neill, Cian & Varadi, Alexandra, 2018. "Measuring risks to UK financial stability," Bank of England working papers 738, Bank of England.
    7. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    8. Caterina Mendicino & Kalin Nikolov & Javier Suarez & Dominik Supera, 2018. "Optimal Dynamic Capital Requirements," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(6), pages 1271-1297, September.
    9. Mr. Luis Brandão-Marques & Mr. Gaston Gelos & Mr. Machiko Narita & Erlend Nier, 2020. "Leaning Against the Wind: A Cost-Benefit Analysis for an Integrated Policy Framework," IMF Working Papers 2020/123, International Monetary Fund.
    10. Brownlees, Christian & Souza, André B.M., 2021. "Backtesting global Growth-at-Risk," Journal of Monetary Economics, Elsevier, vol. 118(C), pages 312-330.
    11. Cecchetti, Stephen G. & Javier.Suarez, 2021. "On the stance of macroprudential policy," Report of the Advisory Scientific Committee 11, European Systemic Risk Board.
    12. Thibaut Duprey & Alexander Ueberfeldt, 2020. "Managing GDP Tail Risk," Staff Working Papers 20-3, Bank of Canada.
    13. Stephen G. Cecchetti & Marion Kohler, 2014. "When Capital Adequacy and Interest Rate Policy Are Substitutes (And When They Are Not)," International Journal of Central Banking, International Journal of Central Banking, vol. 10(3), pages 205-231, September.
    14. Stephen S. Poloz, 2014. "Integrating Uncertainty and Monetary Policy-Making: A Practitioner’s Perspective," Discussion Papers 14-6, Bank of Canada.
    15. Figueres, Juan Manuel & Jarociński, Marek, 2020. "Vulnerable growth in the euro area: Measuring the financial conditions," Economics Letters, Elsevier, vol. 191(C).
    16. Gianni De Nicolò & Marcella Lucchetta, 2017. "Forecasting Tail Risks," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(1), pages 159-170, January.
    17. Pérez-Quirós, Gabriel & Gadea Rivas, Maria Dolores & Laeven, Luc, 2020. "Growth-and-Risk Trade-off," CEPR Discussion Papers 14492, C.E.P.R. Discussion Papers.
    18. Fishburn, Peter C, 1977. "Mean-Risk Analysis with Risk Associated with Below-Target Returns," American Economic Review, American Economic Association, vol. 67(2), pages 116-126, March.
    19. Mr. Luc Laeven & Mr. Fabian Valencia, 2018. "Systemic Banking Crises Revisited," IMF Working Papers 2018/206, International Monetary Fund.
    20. Tobias Adrian & Federico Grinberg & Nellie Liang & Sheheryar Malik & Jie Yu, 2022. "The Term Structure of Growth-at-Risk," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(3), pages 283-323, July.
    21. Lars E.O. Svensson, 2003. "Optimal Policy with Low-Probability Extreme Events," NBER Working Papers 10196, National Bureau of Economic Research, Inc.
    22. Gabriele Galati & Richhild Moessner, 2018. "What Do We Know About the Effects of Macroprudential Policy?," Economica, London School of Economics and Political Science, vol. 85(340), pages 735-770, October.
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    Cited by:

    1. Martin Gachter & Elias Hasler & Florian Huber, 2023. "A tale of two tails: 130 years of growth-at-risk," Papers 2302.08920, arXiv.org.
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    3. Fernández-Gallardo, Álvaro & Lloyd, Simon & Manuel, Ed, 2023. "The transmission of macroprudential policy in the tails: evidence from a narrative approach," Bank of England working papers 1027, Bank of England.
    4. Górajski, Mariusz & Kuchta, Zbigniew, 2023. "Coordination and non-coordination risks of monetary and macroprudential authorities: A robust welfare analysis," The North American Journal of Economics and Finance, Elsevier, vol. 67(C).

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    More about this item

    Keywords

    Macroprudential policy; Policy stance; Growth-at-risk; Quantile regressions;
    All these keywords.

    JEL classification:

    • G01 - Financial Economics - - General - - - Financial Crises
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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