IDEAS home Printed from https://ideas.repec.org/p/cbi/wpaper/7-rt-22.html

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

    Download full text from publisher

    File URL: https://www.centralbank.ie/docs/default-source/publications/research-technical-papers/a-framework-macro-prudential-stress-testing.pdf?sfvrsn=ce069b1d_11
    Download Restriction: no
    ---><---

    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. Marta Bańbura & Domenico Giannone & Lucrezia Reichlin, 2010. "Large Bayesian vector auto regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(1), pages 71-92, January.
    3. 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.
    4. 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.
    5. 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.
    6. McCann, Fergal, 2014. "Modelling default transitions in the UK mortgage market," Research Technical Papers 18/RT/14, Central Bank of Ireland.
    7. 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.
    8. 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.
    9. Kieran Dent & Ben Westwood & Miguel Segoviano, 2016. "Stress testing of banks: an introduction," Bank of England Quarterly Bulletin, Bank of England, vol. 56(3), pages 130-143.
    10. Paustian Matthias, 2007. "Assessing Sign Restrictions," The B.E. Journal of Macroeconomics, De Gruyter, vol. 7(1), pages 1-33, August.
    11. 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.).
    12. Gaffney, Edward & Kelly, Robert & McCann, Fergal & Lyons, Paul, 2014. "Loan loss forecasting: a methodological overview," Economic Letters 13/EL/14, Central Bank of Ireland.
    13. Mr. Ivo Krznar & Mr. Troy D Matheson, 2017. "Towards Macroprudential Stress Testing: Incorporating Macro-Feedback Effects," IMF Working Papers 2017/149, International Monetary Fund.
    14. Gaffney, Edward & McCann, Fergal, 2019. "The cyclicality in SICR: mortgage modelling under IFRS 9," ESRB Working Paper Series 92, European Systemic Risk Board.
    15. 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.
    16. 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.
    17. 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.
    18. 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.).
    19. 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.
    20. 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).
    21. repec:ulb:ulbeco:2013/13388 is not listed on IDEAS
    22. 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).
    23. 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.
    24. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Bro de Comères, Quentin & Mugrabi, Farah & Lyons, Paul, 2025. "A Quick Stress Testing Methodology for Irish Banks," Research Technical Papers 17/RT/25, Central Bank of Ireland.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Antonio M. Conti & Andrea Nobili & Federico M. Signoretti, 2025. "Bank Capital Requirements, Lending Supply, and Economic Activity: A Scenario Analysis Perspective," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 44(3), pages 1132-1164, April.
    2. Antonio M. Conti & Andrea Nobili & Federico M. Signoretti, 2018. "Bank capital constraints, lending supply and economic activity," Temi di discussione (Economic working papers) 1199, Bank of Italy, Economic Research and International Relations Area.
    3. Retselisitsoe I. Thamae & Nicholas M. Odhiambo, 2022. "The impact of bank regulation on bank lending: a review of international literature," Journal of Banking Regulation, Palgrave Macmillan, vol. 23(4), pages 405-418, December.
    4. Malgorzata Olszak & Mateusz Pipien & Sylwia Roszkowska, 2016. "The Impact Of Capital Ratio On Lending Of Eu Banks – The Role Of Bank Specialization And Capitalization," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 11(1), pages 43-59, March.
    5. Klein, Paul-Olivier & Turk-Ariss, Rima, 2022. "Bank capital and economic activity," Journal of Financial Stability, Elsevier, vol. 62(C).
    6. Tölö, Eero & Virén, Matti, 2021. "How much do non-performing loans hinder loan growth in Europe?," European Economic Review, Elsevier, vol. 136(C).
    7. Catalán, Mario & Hoffmaister, Alexander W. & Harun, Cicilia Anggadewi, 2020. "Bank capital and lending: Evidence of nonlinearity from Indonesia," Journal of Asian Economics, Elsevier, vol. 68(C).
    8. Sarah Chae & Robert F. Sarama & Cindy M. Vojtech & James Z. Wang, 2018. "The Impact of the Current Expected Credit Loss Standard (CECL) on the Timing and Comparability of Reserves," Finance and Economics Discussion Series 2018-020, Board of Governors of the Federal Reserve System (U.S.).
    9. Onder Ozgur & Erdal Tanas Karagol & Fatih Cemil Ozbugday, 2021. "Machine learning approach to drivers of bank lending: evidence from an emerging economy," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-29, December.
    10. Košak, Marko & Li, Shaofang & Lončarski, Igor & Marinč, Matej, 2015. "Quality of bank capital and bank lending behavior during the global financial crisis," International Review of Financial Analysis, Elsevier, vol. 37(C), pages 168-183.
    11. Simona Malovaná & Dominika Ehrenbergerová, 2022. "The effect of higher capital requirements on bank lending: the capital surplus matters," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 49(3), pages 793-832, August.
    12. Noss, Joseph & Toffano, Priscilla, 2016. "Estimating the impact of changes in aggregate bank capital requirements on lending and growth during an upswing," Journal of Banking & Finance, Elsevier, vol. 62(C), pages 15-27.
    13. Matthieu Darracq Paries & Peter Karadi & Christoffer Kok & Kalin Nikolov, 2022. "The Impact of Capital Requirements on the Macroeconomy: Lessons from Four Macroeconomic Models of the Euro Area," International Journal of Central Banking, International Journal of Central Banking, vol. 18(5), pages 1-50, December.
    14. Michael Jacobs, 2019. "An Analysis of the Impact of Modeling Assumptions in the Current Expected Credit Loss (CECL) Framework on the Provisioning for Credit Loss," Journal of Risk & Control, Risk Market Journals, vol. 6(1), pages 65-112.
    15. Małgorzata Olszak & Iwona Kowalska & Patrycja Chodnicka-Jaworska & Filip Świtała, 2020. "Do cyclicality of loan-loss provisions and income smoothing matter for the capital crunch – the case of commercial banks in Poland," Bank i Kredyt, Narodowy Bank Polski, vol. 51(4), pages 383-436.
    16. Nakashima, Kiyotaka & Takahashi, Koji, 2018. "The real effects of bank-driven termination of relationships: Evidence from loan-level matched data," Journal of Financial Stability, Elsevier, vol. 39(C), pages 46-65.
    17. Mayordomo, Sergio & Rodríguez-Moreno, María, 2018. "Did the bank capital relief induced by the Supporting Factor enhance SME lending?," Journal of Financial Intermediation, Elsevier, vol. 36(C), pages 45-57.
    18. Huberto M. Ennis & Alexander L. Wolman, 2015. "Large Excess Reserves in the United States: A View from the Cross-Section of Banks," International Journal of Central Banking, International Journal of Central Banking, vol. 11(1), pages 251-289, January.
    19. Malgorzata Olszak & Patrycja Chodnicka-Jaworska & Iwona Kowalska & Filip Œwita³a, 2017. "The effect of capital ratio on lending: Do loan-loss provisioning practices matter?," Faculty of Management Working Paper Series 22017, University of Warsaw, Faculty of Management.
    20. Inoue, Hitoshi & Nakashima, Kiyotaka & Takahashi, Koji, 2018. "The Emergence of A Parallel World: The Misperception Problem for Bank Balance Sheet Risk and Lending Behavior," MPRA Paper 89088, University Library of Munich, Germany.

    More about this item

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cbi:wpaper:7/rt/22. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Fiona Farrelly (email available below). General contact details of provider: https://edirc.repec.org/data/cbigvie.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.