How to Predict Financial Stress? An Assessment of Markov Switching Models Staff working paper 2017-32 Benjamin Klaus, Thibaut Duprey This paper predicts phases of the financial cycle by using a continuous financial stress measure in a Markov switching framework. The debt service ratio and property market variables signal a transition to a high financial stress regime, while economic sentiment indicators provide signals for a transition to a tranquil state. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Central bank research, Econometric and statistical methods, Financial markets, Financial stability, Financial system regulation and policies, Monetary and financial indicators JEL Code(s): C, C5, C54, G, G0, G01, G1, G15 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods
March 22, 2018 Financial Stability: Taking Care of Unfinished Business Remarks Carolyn A. Wilkins Rotman School of Management conference Toronto, Ontario Senior Deputy Governor Carolyn A. Wilkins discusses three areas in which work remains to be done to improve financial stability. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Credit and credit aggregates, Digital currencies and fintech, Financial stability, Financial system regulation and policies, Monetary policy framework, Recent economic and financial developments Subject(s): Currency, Digital currency, Financial system, Financial stability, Monetary policy, Economic models, Inflation targeting framework
Redefining Financial Inclusion for a Digital Age: Implications for a Central Bank Digital Currency Staff discussion paper 2023-22 Alexandra Sutton-Lalani, Sebastian Hernandez, John Miedema, Jiamin Dai, Badr Omrane We explore quantitative and qualitative information about Canadians who face barriers to making digital payments. We also consider the implications of ongoing digitalization for modern financial inclusion and a potential central bank digital currency. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Accessibility, Bank notes, Central bank research, Digital currencies and fintech, Digitalization, Financial services JEL Code(s): A, A1, A14, E, E4, E42, E5, E50, I, I3, I31, O, O3, O33, O5, O51 Research Theme(s): Money and payments, Digital assets and fintech, Retail payments, Structural challenges, Demographics and labour supply, Digitalization and productivity
Is anyone surprised? The high-frequency impact of US and domestic macroeconomic data announcements on Canadian asset prices Staff analytical note 2025-10 Blake DeBruin Martos, Rodrigo Sekkel, Henry Stern, Xu Zhang Using almost two decades of detailed high-frequency data, we show how Canadian interest rates, the CAD/USD spot exchange rate, and stock market returns react to both US and domestic macro announcements. We find that Canadian macroeconomic announcements invoke greater responses in short-term yields, whereas US macroeconomic announcements play an increasingly important role in the yield movements of longer-term assets. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Asset pricing, Exchange rates, Financial markets JEL Code(s): G, G1, G14, G15 Research Theme(s): Financial markets and funds management, International markets and currencies, Market functioning, Monetary policy, Real economy and forecasting
May 13, 2014 The Canadian Dollar as a Reserve Currency Bank of Canada Review - Spring 2014 Lukasz Pomorski, Francisco Rivadeneyra, Eric Wolfe This article provides an overview of the growth of Canadian-dollar-denominated assets in official foreign reserves. Based on International Monetary Fund data and on internal Bank of Canada analysis, we estimate that the total reserve holdings of Canadian-dollar assets increased from negligible levels before 2008 to around US$200 billion in the third quarter of 2013. We discuss the determinants of this increase, as well as its potential impact on Canadian debt markets, for example, lower yields and therefore reduced financing costs for the Government of Canada, and the possible negative impact on market liquidity. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Central bank research, Foreign reserves management, Recent economic and financial developments JEL Code(s): E, E5, E58, F, F3, F31, G, G1, G12
The Paul Storer Memorial Lecture—Cross-Border Trade Integration and Monetary Policy Staff discussion paper 2016-20 Stephen S. Poloz In this paper we explore the nexus between cross-border trade integration and monetary policy. We first review the evidence that trade liberalization has increased the degree of integration in North America and conclude that, while robust structural inferences remain elusive, there is sufficient supporting evidence for central banks to treat the issue seriously. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Monetary policy, Trade integration JEL Code(s): E, E3, E37, E5, F, F1, F4, F41, F6 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Structural challenges, International trade, finance and competitiveness
September 14, 2016 (S)low for Long and Financial Stability Remarks Carolyn A. Wilkins Official Monetary and Financial Institutions Forum City Lecture London, United Kingdom Senior Deputy Governor Carolyn Wilkins discusses the financial stability risks associated with slow growth and low interest rates, and explores strategies to mitigate them. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Financial markets, Financial stability, Interest rates, International topics, Monetary policy implementation, Potential output Subject(s): Financial system, Financial markets, Financial stability, Monetary policy, Economic models, Economy/Economic growth
March 16, 2008 Bank of Canada Review - Spring 2008 Cover Page Canada's First Coinage Photography by Gord Carter, Ottawa. Content Type(s): Publications, Bank of Canada Review
January 27, 2012 An Analysis of Bank Closure Policy under Alternative Regulatory Structures Financial System Review - December 2005 Greg Caldwell Content Type(s): Publications, Financial System Review articles
Overlooking the online world: Does mismeasurement of the digital economy explain the productivity slowdown? Staff analytical note 2021-10 Alejandra Bellatin, Stéphanie Houle Since the mid-2000s, labour productivity has slowed down in Canada despite enormous technological advances that were expected to improve it. This note investigates whether mismeasurement of the digital economy can explain this paradox. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Productivity JEL Code(s): E, E0, E01, L, L8, L86, O, O3, O33, O4, O5, O51 Research Theme(s): Models and tools, Economic models, Structural challenges, Digitalization and productivity