Using Payments Data to Nowcast Macroeconomic Variables During the Onset of COVID-19 Staff working paper 2021-2 James Chapman, Ajit Desai We use retail payment data in conjunction with machine learning techniques to predict the effects of COVID-19 on the Canadian economy in near-real time. Our model yields a significant increase in macroeconomic prediction accuracy over a linear benchmark model. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting, Money and payments, Retail payments
A Dynamic Factor Model for Nowcasting Canadian GDP Growth Staff working paper 2017-2 Tony Chernis, Rodrigo Sekkel This paper estimates a dynamic factor model (DFM) for nowcasting Canadian gross domestic product. The model is estimated with a mix of soft and hard indicators, and it features a high share of international data. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, C32, C38, C5, C53, E, E3, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
February 17, 2011 Adverse Selection and Financial Crises Bank of Canada Review - Winter 2010-2011 Koralai Kirabaeva The recent financial crisis has highlighted the importance of adverse selection as a contributing factor to financial market instability. Content Type(s): Publications, Bank of Canada Review articles
Monetary Policy Pass-Through with Central Bank Digital Currency Staff working paper 2021-10 Janet Hua Jiang, Yu Zhu Many central banks are considering issuing a central bank digital currency (CBDC). This would introduce a new policy tool—interest on CBDC. We investigate how this new tool would interact with traditional monetary policy tools, such as the interest on central bank reserves. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E5, E50, E52 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Money and payments, Digital assets and fintech
September 10, 2020 Economic progress report: a very uneven recovery Remarks (delivered virtually) Tiff Macklem The Canadian Chamber of Commerce Ottawa, Ontario Governor Tiff Macklem discusses the Bank’s latest interest rate announcement and explains the uneven impact that the COVID-19 pandemic is having on different sectors and people. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Financial system, Financial stability, Monetary policy, Economy/Economic growth, Inflation, Inflation targeting framework
December 11, 2007 The Zero Bound on Nominal Interest Rates: Implications for Monetary Policy Bank of Canada Review - Winter 2007-2008 Claude Lavoie, Stephen Murchison One of the most important factors that must be considered if countries are thinking about lowering the target level of inflation much below 2 per cent is the zero interest bound. Targeting inflation rates that are too low, the authors note, may restrict the ability of monetary policy to respond to economic shocks by limiting the amount by which interest rates can be eased. Content Type(s): Publications, Bank of Canada Review articles
Digitalization: Definition and Measurement Staff discussion paper 2023-20 Guyllaume Faucher, Stéphanie Houle This paper provides an overview of digitalization and its economic implications. We assess the scope of digitalization in Canada as well as the challenges related to its measurement. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E0, E01, O, O3, O33, O5, O51 Research Theme(s): Models and tools, Economic models, Structural challenges, Digitalization and productivity
The “Too Big to Fail” Subsidy in Canada: Some Estimates Staff working paper 2018-9 Patricia Palhau Mora Implicit government guarantees of banking-sector liabilities reduce market discipline by private sector stakeholders and temper the risk sensitivity of funding costs. This potentially increases the likelihood of bailouts from taxpayers, especially in the absence of effective resolution frameworks. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G1, G13, G2, G21, G28 Research Theme(s): Financial system, Financial stability and systemic risk, Financial system regulation and oversight
January 15, 2008 Bank of Canada Review - Winter 2007-2008 Cover page Roman Antoninianus The coins form part of the National Currency Collection of the Bank of Canada. Photography by Gord Carter, Ottawa. Content Type(s): Publications, Bank of Canada Review
February 24, 2015 Lessons New and Old: Reinventing Central Banking Remarks Stephen S. Poloz Western University President's Lecture London, Ontario Governor Stephen S. Poloz discusses the need to integrate financial stability concerns with inflation control in conducting monetary policy after the financial crisis. Content Type(s): Press, Speeches and appearances, Remarks