June 25, 2005 Bank of Canada Review - Summer 2005 Cover page African Marriage Money The metal marriage currencies pictured on the cover are part of the National Currency Collection, Bank of Canada. Photography by Gord Carter, Ottawa. Content Type(s): Publications, Bank of Canada Review
Unintended Consequences of the Home Affordable Refinance Program Staff working paper 2024-11 Phoebe Tian, Chen Zheng We investigate the unintended consequences of the Home Affordable Refinance Program (HARP). Originally designed to help borrowers refinance after the 2008–09 global financial crisis, HARP inadvertently strengthened the market power of incumbent lenders by creating a cost advantage for them. Despite a 2013 policy rectifying this cost advantage, we still find significant welfare losses for borrowers. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions JEL Code(s): G, G2, G21, G5, G51, L, L5, L51 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Household and business credit
Finding a Needle in a Haystack: A Machine Learning Framework for Anomaly Detection in Payment Systems Staff working paper 2024-15 Ajit Desai, Anneke Kosse, Jacob Sharples Our layered machine learning framework can enhance real-time transaction monitoring in high-value payment systems, which are a central piece of a country’s financial infrastructure. When tested on data from Canadian payment systems, it demonstrated potential for accurately identifying anomalous transactions. This framework could help improve cyber and operational resilience of payment systems. Content Type(s): Staff research, Staff working papers Research Topic(s): Digital currencies and fintech, Financial institutions, Financial services, Financial system regulation and policies, Payment clearing and settlement systems JEL Code(s): C, C4, C45, C5, C55, D, D8, D83, E, E4, E42 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Payment and financial market infrastructures
May 9, 1995 Interpreting recent changes in monetary aggregates Bank of Canada Review - Spring 1995 Kevin Clinton In 1994, broad monetary aggregates such as M2+ grew at an unusually slow rate, indicating a continuation of low inflation. Narrow money, M1, ballooned early in the year, partly for technical reasons. However, its overall deceleration for the year as a whole would be consistent with lower output growth in the first half of 1995 than was seen the year before. During the first half of 1994, there was a continued shift by investors from deposits into equity, bond and mortgage mutual funds. In the second half of the year, following a rise in interest rates and a fall in the yields posted by mutual funds, there was a movement back into M2+. In this annual review of the monetary aggregates, the author discusses the reasons for these shifts and their implications for M2+. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Monetary aggregates
Privacy-Enhancing Technologies for CBDC Solutions Staff discussion paper 2025-1 Rakesh Arora, Han Du, Raza Ali Kazmi, Duc-Phong Le Privacy-enhancing technologies (PETs) could offer solutions to safeguard end-user privacy and meet rigorous data protection standards for central bank digital currencies. We consider how PETs can transform privacy design in financial systems and the implications of their broader adoption. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Central bank research, Digital currencies and fintech, Financial system regulation and policies, Payment clearing and settlement systems JEL Code(s): E, E4, E42, O, O3, O31 Research Theme(s): Financial system, Financial system regulation and oversight, Money and payments, Digital assets and fintech, Payment and financial market infrastructures
January 6, 2006 Bank of Canada Review - Winter 2005-2006 Cover page Silver Presentation Salver The salver, which was bequeathed to the Bank of Canada by Lady Macmillan in 1967, is part of the artifact collection of the Bank of Canada Archives. Photography by Mone Cheng, Innovacom, Ottawa. Content Type(s): Publications, Bank of Canada Review
Imperfect Banking Competition and Macroeconomic Volatility: A DSGE Framework Staff working paper 2021-12 Jiaqi Li How do banks adjust their loan rate markup in response to macroeconomic shocks? Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Financial institutions, Interest rates JEL Code(s): E, E3, E32, E4, E44, G, G2, G21, L, L1, L13 Research Theme(s): Financial system, Financial institutions and intermediation, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
Understanding the Systemic Implications of Climate Transition Risk: Applying a Framework Using Canadian Financial System Data Staff discussion paper 2023-32 Gabriel Bruneau, Javier Ojea Ferreiro, Andrew Plummer, Marie-Christine Tremblay, Aidan Witts Our study aims to gain insight on financial stability and climate transition risk. We develop a methodological framework that captures the direct effects of a stressful climate transition shock as well as the indirect—or systemic—implications of these direct effects. We apply this framework using data from the Canadian financial system. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Climate change, Economic models, Financial institutions, Financial markets, Financial stability JEL Code(s): C, C6, C63, G, G0, G01, G1, G10, G2, G20, Q, Q5, Q54 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Economic models, Structural challenges, Climate change
June 13, 2013 Financial System Review - June 2013 The Governing Council judges that the risks to the Canadian financial system have decreased somewhat relative to the December FSR, but that the overall level of risk remains high. The key risks are similar to those highlighted in December, and emanate primarily from the external environment. Content Type(s): Publications, Financial Stability Report
News-Driven International Credit Cycles Staff working paper 2021-66 Galip Kemal Ozhan This paper examines the implications of positive news about future asset values that turn out to be incorrect at a later date in an open economy model with banking. The model captures the patterns of bank credit and current account dynamics in Spain between 2000 and 2010. The model finds that the use of unconventional policies leads to a milder bust. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Economic models, Financial stability, Recent economic and financial developments, Sectoral balance sheet JEL Code(s): E, E4, E44, F, F3, F32, F4, F41, G, G1, G15, G2, G21 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Models and tools, Economic models, Structural challenges, International trade, finance and competitiveness