Assessment of the Effects of Macroprudential Tightening in Canada Staff analytical note 2016-12 Martin Kuncl During the period of 2008 to 2012, the rules for government-backed mortgage insurance were tightened on four occasions. In this note, we estimate the effects through a simple econometric exercise using a vector error-correction model (VECM). Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C3, C32, E, E6, E65, G, G2, G28 Research Theme(s): Financial system, Financial system regulation and oversight, Household and business credit
Recent Evidence on the Resiliency of Flexible Inflation Targeting Staff analytical paper 2026-23 Edoardo Briganti, Wei Dong, Olena Kostyshyna, Soyoung Lee, Florent Samson, Rodrigo Sekkel This paper assesses the resilience of flexible inflation targeting in the presence of large and persistent supply shocks. Content Type(s): Staff research, Staff analytical paper JEL Code(s): E, E5, E52 Research Theme(s): Monetary policy, Monetary policy framework and transmission
May 16, 2013 Explaining Canada’s Regional Migration Patterns Bank of Canada Review - Spring 2013 David Amirault, Daniel de Munnik, Sarah Miller Understanding the factors that determine the migration of labour between regions is crucial for assessing the economy’s response to macroeconomic shocks and identifying policies that will encourage an efficient reallocation of labour. By examining the determinants of migration within Canada from 1991 to 2006, this article provides evidence that regional differences in employment rates and household incomes tend to increase labour migration, and that provincial borders and language differences are barriers to migration. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): J, J6, J61, R, R2, R23
Turning Words into Numbers: Measuring News Media Coverage of Shortages Staff discussion paper 2023-8 Lin Chen, Stéphanie Houle We develop high-frequency, news-based indicators using natural language processing methods to analyze news media texts. Our indicators track both supply (raw, intermediate and final goods) and labour shortages over time. They also provide weekly time-varying topic narratives about various types of shortages. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C5, C55, C8, C82, E, E3, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
November 11, 2009 Declining Inflation Persistence in Canada: Causes and Consequences Bank of Canada Review - Winter 2009-2010 Rhys R. Mendes, Stephen Murchison The persistence of both core and total consumer price index inflation in Canada has declined significantly since the 1980s. In addition to providing up-to-date estimates of inflation persistence, this article examines possible reasons for the decline suggested in the literature. The role played by monetary policy, through its effect on price- and wage-setting behaviour, is distinguished from possible changes to the structure of the economy that are independent of monetary policy. The authors also discuss the implications for monetary policy of low structural persistence in inflation, including the choice of an inflation-targeting regime versus a price-level-targeting regime. Content Type(s): Publications, Bank of Canada Review articles
August 22, 2009 Some Considerations on Using Monetary Policy to Stabilize Economic Activity Remarks Mark Carney symposium sponsored by the Federal Reserve Bank of Kansas City Jackson Hole, Wyoming Walsh's paper highlights many useful lessons that can be learned from the conventional framework and its various extensions. However, the financial crisis provides a stark and costly reminder of just how incomplete the standard model is. Content Type(s): Press, Speeches and appearances, Remarks
AI Agents for Cash Management in Payment Systems Staff working paper 2025-35 Iñaki Aldasoro, Ajit Desai Can artificial intelligence (AI) think and act like a cash manager? In this paper we explore how generative AI agents can help manage liquidity, prioritize payments and optimize efficiency in real-time gross settlement systems. Content Type(s): Staff research, Staff working papers JEL Code(s): A, A1, A12, C, C7, D, D8, D83, E, E4, E42, E5, E58 Research Theme(s): Financial system, Financial system regulation and oversight, Money and payments, Digital assets and fintech, Payment and financial market infrastructures, Structural challenges, Digitalization and productivity
June 19, 2008 Capitalizing on the Commodity Boom: the Role of Monetary Policy Remarks Mark Carney Haskayne School of Business Calgary, Alberta We are experiencing a commodity super cycle. Throughout the current boom, the scale of price increases has been higher, and the range of affected commodities broader, than in previous upturns. Since 2002, grain and oilseed prices have more than doubled, base metals prices have tripled, and oil prices have quadrupled. Content Type(s): Press, Speeches and appearances, Remarks
Supply Drivers of US Inflation Since the COVID-19 Pandemic Staff working paper 2023-19 Serdar Kabaca, Kerem Tuzcuoglu This paper examines the contribution of several supply factors to US headline inflation since the start of the COVID-19 pandemic. We identify six supply shocks using a structural VAR model: labor supply, labor productivity, global supply chain, oil price, price mark-up and wage mark-up shocks. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, C32, E, E3, E31, E32 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures
Dismiss the Gap? A Real-Time Assessment of the Usefulness of Canadian Output Gaps in Forecasting Inflation Staff working paper 2018-10 Lise Pichette, Marie-Noëlle Robitaille, Mohanad Salameh, Pierre St-Amant We use a new real-time database for Canada to study various output gap measures. This includes recently developed measures based on models incorporating many variables as inputs (and therefore requiring real-time data for many variables). Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C53, E, E3, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting