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Canadian Financial Stress and Macroeconomic Conditions

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  • Thibaut Duprey

Abstract

I construct a new composite measure of systemic financial market stress for Canada. Compared with existing measures, it better captures the 1990 housing market correction and more accurately reflects the absence of diversification opportunities during systemic events. The index can be used for monitoring. For instance, it reached a peak during the COVID-19 pandemic second only to the 2008 global financial crisis. The index can also be used to introduce non-linear macrofinancial dynamics in empirical macroeconomic models of the Canadian economy. Macroeconomic conditions are shown to deteriorate significantly when the Canadian financial stress index is above its 90th percentile.

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  • Thibaut Duprey, 2020. "Canadian Financial Stress and Macroeconomic Conditions," Discussion Papers 2020-4, Bank of Canada.
    • Handle: RePEc:bca:bocadp:20-4
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    References listed on IDEAS

    as
    1. Duprey, Thibaut & Klaus, Benjamin & Peltonen, Tuomas, 2017. "Dating systemic financial stress episodes in the EU countries," Journal of Financial Stability, Elsevier, vol. 32(C), pages 30-56.
    2. Graciela Kaminsky & Saul Lizondo & Carmen M. Reinhart, 1998. "Leading Indicators of Currency Crises," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 1-48, March.
    3. Mikhail V. Oet & John M. Dooley & Stephen J. Ong, 2015. "The Financial Stress Index: Identification of Systemic Risk Conditions," Risks, MDPI, vol. 3(3), pages 1-25, September.
    4. Scott Brave & R. Andrew Butters, 2012. "Diagnosing the Financial System: Financial Conditions and Financial Stress," International Journal of Central Banking, International Journal of Central Banking, vol. 8(2), pages 191-239, June.
    5. Franklin Allen & Elena Carletti, 2013. "What Is Systemic Risk?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45, pages 121-127, August.
    6. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    7. Chatterjee, Somnath & Chiu, Jeremy & Hacioglu-Hoke, Sinem & Duprey, Thibaut, 2017. "A financial stress index for the United Kingdom," Bank of England working papers 697, Bank of England.
    8. Cameron MacDonald & Virginie Traclet, 2018. "The Framework for Risk Identification and Assessment," Technical Reports 113, Bank of Canada.
    9. Cameron MacDonald & Maarten van Oordt & Robin Scott, 2016. "Implementing Market-Based Indicators to Monitor Vulnerabilities of Financial Institutions," Staff Analytical Notes 16-5, Bank of Canada.
    10. Nathan S. Balke, 2000. "Credit and Economic Activity: Credit Regimes and Nonlinear Propagation of Shocks," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 344-349, May.
    11. Thibaut Duprey & Alexander Ueberfeldt, 2020. "Managing GDP Tail Risk," Staff Working Papers 20-3, Bank of Canada.
    12. Carmen M. Reinhart & Kenneth S. Rogoff, 2011. "From Financial Crash to Debt Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 1676-1706, August.
    13. Illing, Mark & Liu, Ying, 2006. "Measuring financial stress in a developed country: An application to Canada," Journal of Financial Stability, Elsevier, vol. 2(3), pages 243-265, October.
    14. repec:ecb:ecbwps:20111426 is not listed on IDEAS
    15. Fuchun Li & Pierre St-Amant, 2010. "Financial Stress, Monetary Policy, and Economic Activity," Bank of Canada Review, Bank of Canada, vol. 2010(Autumn), pages 9-18.
    16. Rocco Huang & Mr. Lev Ratnovski, 2009. "Why Are Canadian Banks More Resilient?," IMF Working Papers 2009/152, International Monetary Fund.
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    Cited by:

    1. Andrew Lee-Poy, 2018. "Characterizing the Canadian Financial Cycle with Frequency Filtering Approaches," Staff Analytical Notes 2018-34, Bank of Canada.
    2. Kabaca, Serdar & Tuzcuoglu, Kerem, 2024. "International transmission of quantitative easing policies: Evidence from Canada," Journal of Economic Dynamics and Control, Elsevier, vol. 162(C).
    3. Vladyslav Filatov, 2020. "A New Financial Stress Index for Ukraine," IHEID Working Papers 15-2020, Economics Section, The Graduate Institute of International Studies.
    4. Thibaut Duprey & Tom Roberts, 2017. "A Barometer of Canadian Financial System Vulnerabilities," Staff Analytical Notes 17-24, Bank of Canada.
    5. James T. E. Chapman & Ajit Desai, 2023. "Macroeconomic Predictions Using Payments Data and Machine Learning," Forecasting, MDPI, vol. 5(4), pages 1-32, November.
    6. Vladyslav Filatov, 2021. "A New Financial Stress Index for Ukraine," Visnyk of the National Bank of Ukraine, National Bank of Ukraine, issue 251, pages 37-54.
    7. Bulusu, Narayan & Guérin, Pierre, 2019. "What drives interbank loans? Evidence from Canada," Journal of Banking & Finance, Elsevier, vol. 106(C), pages 427-444.
    8. Somnath Chatterjee & Ching‐Wai (Jeremy) Chiu & Thibaut Duprey & Sinem Hacıoğlu‐Hoke, 2022. "Systemic Financial Stress and Macroeconomic Amplifications in the United Kingdom," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(2), pages 380-400, April.
    9. Sha Zhu & Fujun Lai & Jie Deng & Qian Wang, 2021. "Do Mutual Funds’ Exposure to Financial Stress Predict Their Future Returns? Evidence From China," SAGE Open, , vol. 11(4), pages 21582440211, October.
    10. Frederic Boissay & Fabrice Collard & Cristina Manea & Adam Hale Shapiro, 2023. "Monetary Tightening, Inflation Drivers and Financial Stress," Working Paper Series 2023-38, Federal Reserve Bank of San Francisco.
    11. James Chapman & Ajit Desai, 2021. "Using Payments Data to Nowcast Macroeconomic Variables During the Onset of COVID-19," Staff Working Papers 21-2, Bank of Canada.
    12. Frederic Boissay & Fabrice Collard & Cristina Manea & Adam Shapiro, 2023. "Monetary tightening, inflation drivers and financial stress," BIS Working Papers 1155, Bank for International Settlements.
    13. Lin Zhu & Jian He, 2024. "China financial stability and asymmetric implications for economic stability," Economic Change and Restructuring, Springer, vol. 57(1), pages 1-29, February.

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    More about this item

    Keywords

    Central bank research; Financial markets; Financial stability; Monetary and financial indicators;
    All these keywords.

    JEL classification:

    • C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables
    • 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
    • E4 - Macroeconomics and Monetary Economics - - Money and Interest Rates
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G0 - Financial Economics - - General
    • G01 - Financial Economics - - General - - - Financial Crises

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