A Three‐Frequency Dynamic Factor Model for Nowcasting Canadian Provincial GDP Growth Staff discussion paper 2017-8 Tony Chernis, Gabriella Velasco, Calista Cheung This paper estimates a three‐frequency dynamic factor model for nowcasting Canadian provincial gross domestic product (GDP). Canadian provincial GDP is released by Statistics Canada on an annual basis only, with a significant lag (11 months). Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C5, C53, E, E3, E32, E37, R, R1, R11 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Real economy and forecasting
June 8, 2017 Canada’s International Investment Position: Benefits and Potential Vulnerabilities Financial System Review - June 2017 Gabriel Bruneau, Maxime Leboeuf, Guillaume Nolin While greater global financial integration is beneficial, the authors discuss how foreign capital inflows can also facilitate the buildup of domestic vulnerabilities and potentially lead to destabilizing reversals. Canada’s current international investment position is typical of advanced economies and will likely continue to act as an economic stabilizer. However, the growth and composition of Canada’s international investment position warrant continued monitoring. Content Type(s): Publications, Financial System Review articles JEL Code(s): F, F2, F21, F3, F32, F34, F36, F4, F6
Familiarity with Crypto and Financial Concepts: Cryptoasset Owners, Non-Owners, and Gender Differences Staff working paper 2024-48 Daniela Balutel, Walter Engert, Christopher Henry, Kim Huynh, Doina Rusu, Marcel Voia Measuring cryptoasset knowledge alongside financial knowledge enhances our understanding of individuals' decisions to purchase cryptoassets. This paper uses microdata from the Bank of Canada’s Bitcoin Omnibus Survey to examine gender differences and the interrelationship between crypto and financial knowledge through an empirical joint analysis. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C8, C81, D, D1, D14, D9, D91, G, G5, G53, O, O5, O51 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Digital assets and fintech
February 23, 2012 Medium-Term Fluctuations in Canadian House Prices Bank of Canada Review - Winter 2011-2012 Brian Peterson, Yi Zheng This article draws on theory and empirical evidence to examine a number of factors behind movements in Canadian house prices. It begins with an overview of the movements in house prices in Canada, using regional data to highlight factors that influence prices over the long run. It then turns to the central theme, that there are medium-run movements in prices not accounted for by long-run factors. Drawing on recent Bank of Canada research, the article discusses several factors behind these medium-run movements, including interest rates, expected price appreciation and market liquidity. The article concludes by identifying areas for future research that would further our understanding of fluctuations in house prices. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): R, R2, R21, R3, R31
Monetary Policy Under Okun’s Hypothesis Staff working paper 2026-3 Felipe Alves, Giovanni L. Violante The current monetary policy framework of the Fed intends to be more ’inclusive’ by running the economy hot for longer during expansions. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E21, E24, E3, E31, E32, E5, E52, J, J2, J24, J6, J64 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
January 25, 2012 The Provision of Central Bank Liquidity under Asymmetric Information Financial System Review - December 2007 James Chapman, Antoine Martin Content Type(s): Publications, Financial System Review articles
The COVID-19 Consumption Game-Changer: Evidence from a Large-Scale Multi-Country Survey Staff working paper 2021-57 Alexander Hodbod, Cars Hommes, Stefanie J. Huber, Isabelle Salle A multi-country consumer survey investigates why and how much households decreased their consumption in five key sectors after pandemic-related restrictions were lifted in Europe in July 2020. Beyond infection risk and precautionary saving motives, households also reported not missing some consumption items, which may indicate preference shifts and structural changes in the post-COVID-19 economy. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D12, D8, D81, D84, E, E2, E21, E6, E60, E7, E71 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
Corporate investment and monetary policy transmission in Canada Staff analytical note 2020-26 Min Jae Kim, Jonathan Witmer Unexpected changes in interest rates lead small firms to materially change their investment rate. Large firms, in contrast, show a smaller response. This suggests both that financial conditions are an important channel for transmitting monetary policy and that firm characteristics can help us better understand fluctuations in business investment. Content Type(s): Staff research, Staff analytical notes JEL Code(s): D, D2, D22, D9, D92, G, G3, G31, G32 Research Theme(s): Financial system, Household and business credit, Monetary policy, Monetary policy framework and transmission
Government Spending Multipliers Under the Zero Lower Bound: Evidence from Japan Staff working paper 2017-40 Thuy Lan Nguyen, Dmitriy Sergeyev, Wataru Miyamoto Using a rich data set on government spending forecasts in Japan, we provide new evidence on the effects of unexpected changes in government spending when the nominal interest rate is near the zero lower bound (ZLB). Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E32, E5, E6, E62 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Real economy and forecasting
April 8, 2009 Price-Level Targeting and Stabilization Policy: A Review Bank of Canada Review - Spring 2009 Steve Ambler This article reviews arguments in the literature for and against price-level targeting, focusing on its costs and benefits compared with inflation targeting. Benefits of price-level targeting include the effect on forward-looking inflation expectations; the ability to substitute for commitment by a central bank to its future policies; lessening forecast errors; better economic performance in response to real shocks because of lower wage indexation; and a reduction in the problem of the zero lower bound on nominal interest rates. Content Type(s): Publications, Bank of Canada Review articles