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
Tariffs and the Exchange Rate: Evidence from Twitter Staff working paper 2021-36 Dmitry Matveev, Francisco Ruge-Murcia Do tariffs affect exchange rates? We look at President Trump’s tweets during talks on the North American Free Trade Agreement and find that anticipation of higher tariffs on imports from Canada and Mexico led to an appreciation of the US dollar relative to Canadian and Mexican currency. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F1, F13, F3, F31 Research Theme(s): Financial markets and funds management, International markets and currencies, Structural challenges, International trade, finance and competitiveness
November 19, 2009 The Evolution of the International Monetary System Remarks Mark Carney Foreign Policy Association, New York City New York, New York In response to the worst financial crisis since the 1930s, policy-makers around the globe are providing unprecedented stimulus to support economic recovery and are pursuing a radical set of reforms to build a more resilient financial system. Content Type(s): Press, Speeches and appearances, Remarks
November 17, 2011 Modelling the Counterfeiting of Bank Notes: A Literature Review Bank of Canada Review - Autumn 2011 Ben Fung, Enchuan Shao The objective of this article is to improve our understanding of counterfeiting and its policy implications by reviewing research in this area. There has been almost no empirical work on counterfeiting because of the limited availability of counterfeiting data and related statistics. The authors therefore focus on theoretical studies that directly model the behaviour of the relevant economic agents. They first establish some stylized facts about counterfeiting to provide a general understanding of the problem. They then briefly review several models of counterfeiting and summarize their relevant insights, focusing on the implications of the findings for the incentive to counterfeit, social welfare and anti-counterfeiting policies. The authors find that the policy implications of these studies support the Bank’s comprehensive anti-counterfeiting strategy. Content Type(s): Publications, Bank of Canada Review articles
June 5, 2025 Talking to Canadians: How real-world insights shape monetary policy Remarks Sharon Kozicki C.D. Howe Institute Toronto, Ontario Deputy Governor Sharon Kozicki talks about how the Bank of Canada is using non-traditional data to better inform its monetary policy decisions. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Monetary policy, Economy/Economic growth, Inflation, Inflation targeting framework
Portfolio Rebalancing Channel and the Effects of Large-Scale Stock and Bond Purchases Staff working paper 2025-38 Sami Alpanda, Serdar Kabaca We quantify the effects of large-scale stock purchases by a central bank and compare these to bond purchases. We find that the central bank’s equity purchases would lower the risk and term premiums on stocks and long-term bonds, respectively, and thereby stimulate economic activity. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E32, E4, E44, E5, E52 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Real economy and forecasting
Central Bank Liquidity Facilities and Market Making Staff working paper 2022-9 David Cimon, Adrian Walton We create a theoretical model of central bank asset purchases. The model helps explain how, in a crisis, these purchases ease pressures on investment dealers. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G1, G10, G2, G20, L, L1, L10 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Monetary policy, Monetary policy tools and implementation
Time Use and Consumption Expenditures Staff working paper 2026-29 Daniela Hauser, Stefano Gnocchi, Laure Simon This paper shows that consumption activities toward which households reallocate more time in recessions see larger expenditure declines, revealing a systematic link between time-use and expenditure cyclicality. A two-sector New Keynesian model shows this time-expenditure substitution explains roughly forty percent of consumption's response to monetary policy shocks. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D12, E, E2, E21, E3, E32, E5, E52, J, J2, J22 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
Why Do Central Banks Make Public Announcements of Open Market Operations? Staff working paper 2020-35 Narayan Bulusu Central banks communicate the results of open market operations. This helps participants in financial markets more accurately estimate the prevailing demand and supply conditions in the market for overnight loans. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D5, D52, E, E5, E58, G, G2, G21 Research Theme(s): Financial markets and funds management, Market functioning, Models and tools, Economic models, Monetary policy, Monetary policy tools and implementation, Money and payments, Payment and financial market infrastructures
September 10, 2010 Restoring Faith in the International Monetary System Remarks Mark Carney Spruce Meadows Changing Fortunes Round Table Calgary, Alberta We are three years into the global financial crisis, and its dynamics still dominate the economic outlook. In particular, broad forces of bank, household, and sovereign deleveraging can be expected to add to the variability and temper the pace of global economic growth in the years ahead. Content Type(s): Press, Speeches and appearances, Remarks