What Are the Macroeconomic Effects of High-Frequency Uncertainty Shocks Staff working paper 2016-25 Laurent Ferrara, Pierre Guérin This paper evaluates the effects of high-frequency uncertainty shocks on a set of low-frequency macroeconomic variables that are representative of the U.S. economy. Rather than estimating models at the same common low-frequency, we use recently developed econometric models, which allows us to deal with data of different sampling frequencies. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, C32, E, E3, E32, E4, E44 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
The 2021–22 Surge in Inflation Staff discussion paper 2023-3 Oleksiy Kryvtsov, James (Jim) C. MacGee, Luis Uzeda The rise in inflation in 2021–22 sparked a growing literature and debate over the causes of the surge as well as the near- and medium-term path for inflation. This review offers three key messages. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E3, E31, E5, E52, E58 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
Transmission of Cyber Risk Through the Canadian Wholesale Payment System Staff working paper 2022-23 Anneke Kosse, Zhentong Lu This paper studies how the impact of a cyber attack that paralyzes one or multiple banks' ability to send payments would transmit to other banks through the Canadian wholesale payment system. Based on historical payment data, we simulate a wide range of scenarios and evaluate the total payment disruption in the system. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C4, C49, E, E4, E42, E47, G, G2, G21 Research Theme(s): Financial system, Financial stability and systemic risk, Money and payments, Payment and financial market infrastructures
May 25, 2020 Monetary policy in unknowable times Lecture Stephen S. Poloz Eric J. Hanson Memorial Lecture University of Alberta Edmonton, Alberta Governor Stephen S. Poloz discusses the evolution of the way the Bank takes a risk-management approach in the conduct of monetary policy, and what this implies for the recovery from the pandemic. Content Type(s): Press, Speeches and appearances, Lectures Subject(s): Financial system, Financial stability, Monetary policy, Economy/Economic growth, Inflation targeting framework
Monetary Policy in a Volatile World: ToTEM Simulations Staff analytical paper 2026-27 Edward Booth, Edouard Djeutem, Oleksiy Kryvtsov, Fanny McKellips, Yang Zhang Using simulations of the Bank of Canada’s projection model, we assess inflation risks from greater supply-shock volatility and show that monetary policy faces sharper trade-offs, as stabilizing inflation increasingly comes at the cost of weaker real activity. Content Type(s): Staff research, Staff analytical paper JEL Code(s): E, E3, E31, E32, E5, E52, E58 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
Data Externalities, Market Power, and the Optimal Design of Central Bank Digital Currencies Staff working paper 2026-21 Yuteng Cheng, Jonathan Chiu, Mohammad Davoodalhosseini, Janet Hua Jiang This paper studies how a central bank should design a CBDC when private payment providers collect and monetize transaction data. It characterizes the optimal CBDC’s pricing and data policy, and shows how its effects on private payment use and total data depend on market power and data externalities. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2, L, L1, L14 Research Theme(s): Money and payments, Digital assets and fintech, Payment and financial market infrastructures, Retail payments
May 11, 2017 The Digital Economy Bank of Canada Review - Spring 2017 Chris D'Souza, David Williams Digital technologies—cloud computing, the Internet of Things, advanced robotics, big data analytics, artificial intelligence and machine learning, social media, 3D printing, augmented reality, virtual reality, e-money and distributed ledgers—are transforming the way busi-nesses operate. How does this transformation compare with past industrial revolutions? How are digital technologies changing production systems across industries? Agile firms that use knowledge intensively and have high levels of both organizational and human capital appear set to realize the greatest benefits from digitalization. Finally, what are the implications for productivity, labour markets, inflation and monetary policy as we transition to the digital economy? Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): D, D2, D24, L, L1, L10, O, O1, O3, O33
May 11, 2017 Unconventional Monetary Policy: The Perspective of a Small Open Economy Bank of Canada Review - Spring 2017 Jean-Sébastien Fontaine, Lena Suchanek, Jing Yang How do unconventional monetary policies like quantitative easing and negative interest rates affect domestic financial conditions and the broader economy in small open econo-mies, such as Canada? These policies are effective in depreciating the exchange rate in small open economies, while lower interest rates are also passed through to the economy, albeit only partially. When conventional monetary policy is close to its limits, fiscal policy may be a more important complement to monetary policy in a small economy, particularly if global demand for safe assets compresses long-term interest rates. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): E, E5, E52, E58, E6, E61, E65
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 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
Reviewing Canada’s Monetary Policy Implementation System: Does the Evolving Environment Support Maintaining a Floor System? Staff discussion paper 2023-10 Toni Gravelle, Ron Morrow, Jonathan Witmer At the onset of the pandemic, the Bank of Canada transitioned its framework for monetary policy implementation from a corridor system to a floor system, which it has since decided to maintain. We provide a comprehensive analysis of both frameworks and assess their relative merits based on five key criteria that define a sound framework. Content Type(s): Staff research, Staff discussion papers JEL Code(s): D, D4, D47, E, E4, E42, E5, E58 Research Theme(s): Financial markets and funds management, Market structure, Monetary policy, Monetary policy tools and implementation, Money and payments, Payment and financial market infrastructures