Housing Market Dynamics and Macroprudential Policy Staff working paper 2016-31 Gabriel Bruneau, Ian Christensen, Césaire Meh We perform an analysis to determine how well the introduction of a countercyclical loanto- value (LTV) ratio can reduce household indebtedness and housing price fluctuations compared with a monetary policy rule augmented with house price inflation. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E4, E42, H, H2, H23 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
Machine learning for economics research: when, what and how Staff analytical note 2023-16 Ajit Desai This article reviews selected papers that use machine learning for economics research and policy analysis. Our review highlights when machine learning is used in economics, the commonly preferred models and how those models are used. Content Type(s): Staff research, Staff analytical notes JEL Code(s): A, A1, A10, B, B2, B23, C, C4, C45, C5, C55 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Structural challenges, Digitalization and productivity
The Causal Impact of Migration on US Trade: Evidence from Political Refugees Staff working paper 2017-49 Walter Steingress Immigrants can increase international trade by shifting preferences towards the goods of their country of origin and by reducing bilateral transaction costs. Using geographical variation across U.S. states for the period 2008 to 2013, I estimate the respective causal impact of immigrants on U.S. exports and imports. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F1, F14, F2, F22, J, J6, J61 Research Theme(s): Structural challenges, Demographics and labour supply, International trade, finance and competitiveness
Conduct of Monetary Policy under Housing Market Imbalances Staff analytical paper 2026-53 Amina Enkhbold, Serdar Kabaca Canadian housing imbalances have elevated shelter inflation as a driver of CPI, fueled by high house prices, mortgage costs, rents, supply constraints, and leverage. This note uses a model with housing supply and extrapolative expectations to assess whether monetary policy should incorporate or look through shelter inflation under demand and supply shocks. Content Type(s): Staff research, Staff analytical paper JEL Code(s): E, E5, E52, G, G2, G21, R, R2, R21, R3, R31 Research Theme(s): Financial system, Household and business credit, Monetary policy, Monetary policy framework and transmission
March 14, 2019 The Age of Leverage Remarks Carolyn A. Wilkins UBC Vancouver School of Economics and CFA Society Vancouver Vancouver, British Columbia Senior Deputy Governor Carolyn A. Wilkins discusses how high leverage is both a headwind to global growth and a vulnerability in the global financial system. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Financial system, Financial stability, Monetary policy, Economic models, Economy/Economic growth, Inflation
August 16, 2012 Bank of Canada Review - Summer 2012 This issue features three articles that present research and analysis by Bank of Canada staff. The first updates previous Bank estimates of measurement bias in the Canadian consumer price index; the second uses a new term-structure model to analyze the relationship between the short-term policy rate and long-term interest rates; and the third examines indicators of balance-sheet risks at financial institutions in Canada. Content Type(s): Publications, Bank of Canada Review
We Didn’t Start the Fire: Effects of a Natural Disaster on Consumers’ Financial Distress Staff working paper 2023-15 Anson T. Y. Ho, Kim Huynh, David T. Jacho-Chávez, Geneviève Vallée We use detailed consumer credit data to investigate the impact of the 2016 Fort McMurray wildfire, the costliest wildfire disaster in Canadian history, on consumers’ financial stress. We focus on the arrears of insured mortgages because of their important implications for financial institutions and insurers’ business risk and relevant management practices. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C21, D, D1, D12, G, G2, G21, Q, Q5, Q54 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Structural challenges, Climate change
Canadians’ access to cash in 2023 Staff analytical note 2025-13 Heng Chen, Hongyu Xiao, Daneal O’Habib, Stephen Wild This study updates our measure of Canadians' access to cash through automated banking machines and financial institution branches. We find that in 2023 overall access to cash remains stable, while rural Canadians continue having less access. Content Type(s): Staff research, Staff analytical notes JEL Code(s): J, J1, J15, O, O1, R, R5, R51 Research Theme(s): Money and payments, Cash and bank notes
January 24, 2012 Stress Testing the Corporate Loans Portfolio of the Canadian Banking Sector Financial System Review - June 2007 Miroslav Misina, David Tessier, Shubhasis Dey Content Type(s): Publications, Financial System Review articles
November 18, 2010 Trends in Issuance: Underlying Factors and Implications Bank of Canada Review - Autumn 2010 Jonathan Witmer Trends in debt issuance have changed significantly over the past decade, both prior to the financial crisis and subsequently. Content Type(s): Publications, Bank of Canada Review articles