Characterizing the Canadian Financial Cycle with Frequency Filtering Approaches Staff analytical note 2018-34 Andrew Lee-Poy In this note, I use two multivariate frequency filtering approaches to characterize the Canadian financial cycle by capturing fluctuations in the underlying variables with respect to a long-term trend. The first approach is a dynamically weighted composite, and the second is a stochastic cycle model. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C0, C01, C1, C13, C14, C18, C3, C32, C5, C51, C52, E, E3, E32, E6, E66, G, G0, G01, G1, G18 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods, Economic models
Assessing the US and Canadian neutral rates: 2024 update Staff analytical note 2024-9 Frida Adjalala, Felipe Alves, Hélène Desgagnés, Wei Dong, Dmitry Matveev, Laure Simon We assess both the US and Canadian nominal neutral rates to be in the range of 2.25% to 3.25%, somewhat higher than the range of 2.0% to 3.0% in 2023. The assessed range is back to the level it was at in April 2019. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E4, E40, E43, E5, E50, E52, E58, F, F4, F41 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Structural challenges, Demographics and labour supply
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
November 15, 2012 The Changing Landscape for Retail Payments in Canada and the Implications for the Demand for Cash Bank of Canada Review - Autumn 2012 Carlos Arango, Kim Huynh, Ben Fung, Gerald Stuber Over the past 20 years, there has been a major shift away from the use of paper-based retail payment instruments, such as cash and cheques, toward electronic means of payment, such as debit cards and credit cards. Recent Bank of Canada research on consumers’ choice of payment instruments indicates that cash is frequently used for transactions with low values because of its speed, ease of use and wide acceptance, while debit and credit cards are more commonly used for transactions with higher values because of perceived attributes such as safety and record keeping. While innovations in retail payments currently being introduced into the Canadian marketplace could lead to a further reduction in the use of cash over the longer term, the implications for the use of cash of some of the structural and regulatory developments under way are less clear. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): C, C8, C83, E, E4, E42, G, G2, G28
February 19, 2015 Inflation, Expectations and Monetary Policy Remarks Agathe Côté Association québécoise des technologies Mont-Tremblant, Quebec Deputy Governor Agathe Côté discusses the importance of inflation expectations for monetary policy and a new survey the Bank of Canada created to monitor household expectations. Content Type(s): Press, Speeches and appearances, Remarks
The Government of Canada Debt Securities Data Set Technical report No. 112 Jeffrey Gao, Francisco Rivadeneyra, Gabriel Rodriguez Rondon We present the daily time series of the outstanding amounts of all Government of Canada marketable debt securities from July 2001 to June 2017. Content Type(s): Staff research, Technical reports JEL Code(s): C, C8, C80, G, G1, G10, H, H6, H63 Research Theme(s): Financial markets and funds management, Funds management, Models and tools, Econometric, statistical and computational methods
Financial Frictions, Durable Goods and Monetary Policy Staff working paper 2019-31 Ugochi Emenogu, Leo Michelis Financial frictions affect how much consumers spend on durable and non-durable goods. Borrowers can face both loan-to-value (LTV) constraints and payment-to-income (PTI) constraints. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E44, E5, E52 Research Theme(s): Financial system, Household and business credit, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
Security and convenience of a central bank digital currency Staff analytical note 2020-21 Charles M. Kahn, Francisco Rivadeneyra An anonymous token-based central bank digital currency (CBDC) would pose certain security risks to users. These risks arise from how balances are aggregated, from their transactional use and from the competition between suppliers of aggregation solutions. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E4, E42, G, G2, G21 Research Theme(s): Financial system, Financial system regulation and oversight, Money and payments, Digital assets and fintech, Payment and financial market infrastructures
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
Integrating Non-traditional Data and AI into Central Banking: A Canadian Perspective Staff analytical paper 2026-17 James Chapman, Ajit Desai, Maryam Haghighi, James (Jim) C. MacGee This paper reviews how central banks are integrating non traditional data and artificial intelligence (AI) into policy analysis and operations. Using the Bank of Canada’s experience, it examines emerging applications, governance challenges, and strategic choices for responsibly scaling AI to enhance insight, efficiency, and institutional resilience. Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C4, C45, C5, C55, C8, C88, L, L2, L23, M, M1, M15, O, O3, O33 Research Theme(s): Financial system, Financial stability and systemic risk, Monetary policy, Monetary policy tools and implementation, Money and payments, Payment and financial market infrastructures