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
Household financial vulnerabilities and physical climate risks Staff analytical note 2021-19 Thibaut Duprey, Colin Jones, Callie Symmers, Geneviève Vallée Natural disasters occur more often than before, potentially exposing households to financial distress. We study the intersection between household financial vulnerabilities and severe weather events. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C2, C21, C3, C38, D, D1, D14, Q, Q5, Q54 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Structural challenges, Climate change
February 1, 2012 Managing Operational Risk in Clearing and Settlement Systems Financial System Review - June 2003 Kim McPhail Content Type(s): Publications, Financial System Review articles
Canadian Bank Notes and Dominion Notes: Lessons for Digital Currencies Staff working paper 2017-5 Ben Fung, Scott Hendry, Warren E. Weber This paper studies the period in Canada when both private bank notes and government-issued notes (Dominion notes) were simultaneously in circulation. Because both of these notes shared many of the characteristics of today's digital currencies, the experience with these notes can be used to draw lessons about how digital currencies might perform. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E41, E42, E5, E58 Research Theme(s): Money and payments, Cash and bank notes, Digital assets and fintech
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
February 1, 2012 The Syndicated Loan Market: Developments in the North American Context Financial System Review - June 2003 Jim Armstrong Content Type(s): Publications, Financial System Review articles
Digitalization: Implications for Monetary Policy Staff discussion paper 2023-18 Vivian Chu, Tatjana Dahlhaus, Christopher Hajzler, Pierre-Yves Yanni We explore the implications of digitalization for monetary policy, both in terms of how monetary policy affects the economy and in terms of data analysis and communication with the public. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C4, C8, E, E3, E31, E32, E5, E52 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Monetary policy framework and transmission, Structural challenges, Digitalization and productivity
What Can Earnings Calls Tell Us About the Output Gap and Inflation in Canada? Staff discussion paper 2023-13 Marc-André Gosselin, Temel Taskin We construct new indicators of demand and supply for the Canadian economy by using natural language processing techniques to analyze earnings calls of publicly listed firms. Our results indicate that the new indicators could help central banks identify inflationary pressures in real time. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C1, C3, E, E3, E5 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
February 23, 2012 Household Borrowing and Spending in Canada Bank of Canada Review - Winter 2011-2012 Jeannine Bailliu, Katya Kartashova, Césaire Meh Understanding how much of the increased debt load of Canadian households has been used to finance household spending on consumption and home renovation is important for the conduct of monetary policy. In this article, the authors use a comprehensive data set that provides information on the uses of debt by Canadian households. They first present some facts regarding the evolution of Canadian household debt over the period from 1999 to 2010, emphasizing the increased importance of debt flows that are secured by housing. They then explore how Canadian households have used their borrowed funds over the same period, and assess the role of these borrowed funds in financing total consumption and spending on home renovation. Finally, they examine the possible effects of a decline in house prices on consumption when housing equity is used as collateral against household indebtedness. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): E, E2, E21, E5, E51, H, H3, H31
Strategic Complementarities and Money Market Fund Liquidity Management Staff working paper 2017-14 Jonathan Witmer Following the financial crisis, there has been increased regulatory focus on the management of liquidity in mutual funds and, specifically, whether funds hold enough liquidity to guard against the potential for investor runs. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F3, F30, G, G0, G01, G1, G18, G2, G20 Research Theme(s): Financial markets and funds management, Market functioning, Market structure, Financial system, Financial institutions and intermediation, Financial stability and systemic risk