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A Framework for Macroprudential Stress Testing

Author

Listed:
  • Morell, Joe

    (Central Bank of Ireland)

  • Rice, Jonathan

    (Central Bank of Ireland)

  • Shaw, Frances

    (Central Bank of Ireland)

Abstract

Demographic dynamics and the shift of population pyramids towards an inverted pyramid shape in advanced economies are leading to relative scarcity of labour and excess savings. What are the effects of these dynamics on the relative wealth accumulation journeys of different cohorts? Within a fixed-effect cross country panel framework, I find that savings by an increasing share of households aged between 45 and 65, a rise in retired over-65s, and a decrease in working-age and low-wealth agents in their twenties and thirties can explain most of the decline in rates of return across countries in the last few decades, and similarly a large part of the increase in wages. In this context and looking to the future, wealth accumulation out of income and capital returns by cohorts living in advanced economies and retiring in future decades is set to become increasingly difficult, as higher wages are not sufficient to compensate for lower returns over long periods of time. Current young and future generations are therefore set to face progressively lower standards of living at retirement and/or increasingly high saving ratios in working age.

Suggested Citation

  • Morell, Joe & Rice, Jonathan & Shaw, Frances, 2022. "A Framework for Macroprudential Stress Testing," Research Technical Papers 7/RT/22, Central Bank of Ireland.
  • Handle: RePEc:cbi:wpaper:7/rt/22
    as

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    File URL: https://www.centralbank.ie/docs/default-source/publications/research-technical-papers/a-framework-macro-prudential-stress-testing.pdf?sfvrsn=ce069b1d_11
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    References listed on IDEAS

    as
    1. Kelly, Robert & O’Malley, Terence, 2016. "The good, the bad and the impaired: A credit risk model of the Irish mortgage market," Journal of Financial Stability, Elsevier, vol. 22(C), pages 1-9.
    2. Gaffney, Edward & McCann, Fergal, 2019. "The cyclicality in SICR: mortgage modelling under IFRS 9," ESRB Working Paper Series 92, European Systemic Risk Board.
    3. Marta Banbura & Domenico Giannone & Lucrezia Reichlin, 2010. "Large Bayesian vector auto regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(1), pages 71-92.
    4. Gaffney, Edward & Kelly, Robert & McCann, Fergal, 2014. "A transitions-based framework for estimating expected credit losses," Research Technical Papers 16/RT/14, Central Bank of Ireland.
    5. Jose M. Berrospide & Rochelle M. Edge, 2010. "The effects of bank capital on lending: What do we know, and what does it mean?," CAMA Working Papers 2010-26, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    6. Antolín-Díaz, Juan & Petrella, Ivan & Rubio-Ramírez, Juan F., 2021. "Structural scenario analysis with SVARs," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 798-815.
    7. Jackson, Christopher, 2011. "Multi-State Models for Panel Data: The msm Package for R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 38(i08).
    8. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    9. McCann, Fergal, 2014. "Modelling default transitions in the UK mortgage market," Research Technical Papers 18/RT/14, Central Bank of Ireland.
    10. Gaffney, Edward & Kelly, Robert & McCann, Fergal & Lyons, Paul, 2014. "Loan loss forecasting: a methodological overview," Economic Letters 13/EL/14, Central Bank of Ireland.
    11. Luca Gambetti & Alberto Musso, 2017. "Loan Supply Shocks and the Business Cycle," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(4), pages 764-782, June.
    12. 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).
    13. repec:ulb:ulbeco:2013/13388 is not listed on IDEAS
    14. Adele Bergin & Abian Garcia-Rodriguez & Edgar L. W. Morgenroth & Donal Smith, 2017. "Modelling the Medium- to Long-Term Potential Macroeconomic Impact of Brexit on Ireland," The Economic and Social Review, Economic and Social Studies, vol. 48(3), pages 305-316.
    15. Carlson, Mark & Shan, Hui & Warusawitharana, Missaka, 2013. "Capital ratios and bank lending: A matched bank approach," Journal of Financial Intermediation, Elsevier, vol. 22(4), pages 663-687.
    16. Marta Banbura & Domenico Giannone & Lucrezia Reichlin, 2010. "Large Bayesian vector auto regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(1), pages 71-92.
    17. Jose M. Berrospide & Rochelle M. Edge, 2010. "The Effects of Bank Capital on Lending: What Do We Know, and What Does It Mean?," International Journal of Central Banking, International Journal of Central Banking, vol. 6(34), pages 1-50, December.
    18. Arias, Jonas E. & Caldara, Dario & Rubio-Ramírez, Juan F., 2019. "The systematic component of monetary policy in SVARs: An agnostic identification procedure," Journal of Monetary Economics, Elsevier, vol. 101(C), pages 1-13.
    19. 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.
    20. Paustian Matthias, 2007. "Assessing Sign Restrictions," The B.E. Journal of Macroeconomics, De Gruyter, vol. 7(1), pages 1-33, August.
    21. Jose M. Berrospide & Rochelle M. Edge, 2010. "The effects of bank capital on lending: what do we know, and what does it mean?," Finance and Economics Discussion Series 2010-44, Board of Governors of the Federal Reserve System (U.S.).
    22. Jon Danielsson & Hyun Song Shin & Jean-Pierre Zigrand, 2012. "Endogenous and Systemic Risk," NBER Chapters, in: Quantifying Systemic Risk, pages 73-94, National Bureau of Economic Research, Inc.
    23. William F. Bassett & David E. Rappoport, 2022. "Enhancing Stress Tests by Adding Macroprudential Elements," Finance and Economics Discussion Series 2022-022, Board of Governors of the Federal Reserve System (U.S.).
    24. Mr. Ivo Krznar & Mr. Troy D Matheson, 2017. "Towards Macroprudential Stress Testing: Incorporating Macro-Feedback Effects," IMF Working Papers 2017/149, International Monetary Fund.
    25. 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.
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    More about this item

    Keywords

    macroprudential stress testing; capital buffers; scenario analysis.;
    All these keywords.

    JEL classification:

    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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