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
May 17, 2012 Bank of Canada Review - Spring 2012 This issue features a summary of the Bank’s annual conference, which took place in November 2011 and dealt with payments systems, and two articles that present research by Bank staff on global current account imbalances and macrofinancial risk assessment. The fourth article in this issue reviews the recent experience with inflation targeting. Content Type(s): Publications, Bank of Canada Review
December 21, 2006 Are Canadian Banks Efficient? A Canada-U.S. Comparison Financial System Review - December 2006 Jason Allen, Walter Engert, Ying Liu Content Type(s): Publications, Financial System Review articles
Macroeconomic Uncertainty Through the Lens of Professional Forecasters Staff working paper 2016-5 Soojin Jo, Rodrigo Sekkel We analyze the evolution of macroeconomic uncertainty in the United States, based on the forecast errors of consensus survey forecasts of different economic indicators. Comprehensive information contained in the survey forecasts enables us to capture a real-time subjective measure of uncertainty in a simple framework. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, C38, E, E1, E17, E3, E32 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
December 27, 2005 An Empirical Analysis of Foreign Exchange Reserves in Emerging Asia Financial System Review - December 2005 Marc-André Gosselin, Nicolas Parent Content Type(s): Publications, Financial System Review articles
June 21, 2006 Ownership Concentration and Competition in Banking Markets Financial System Review - June 2006 Alexandra Lai, Raphael Solomon Content Type(s): Publications, Financial System Review articles
June 25, 2005 Changes in the Indicator Properties of Narrow Monetary Aggregates Bank of Canada Review - Summer 2005 Tracy Chan, Ramdane Djoudad, Jackson Loi Although many countries have abandoned monetary targeting in recent decades, monetary aggregates are still useful indicators of future economic activity. Past research has shown that, compared with other monetary aggregates and expressed in real terms, net M1 and gross M1 have traditionally provided superior leading information for output growth. Content Type(s): Publications, Bank of Canada Review articles
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
December 14, 2009 Towards a Stress-Testing Model Consistent with the Macroprudential Approach Financial System Review - December 2009 Céline Gauthier, Alfred Lehar, Moez Souissi Content Type(s): Publications, Financial System Review articles
February 18, 2008 The Implications of Globalization for the Economy and Public Policy Remarks Mark Carney British Columbia Chamber of Commerce and the Business Council of British Columbia Vancouver, British Columbia I chose to speak about globalization at the outset of my tenure because it will continue to be one of the forces shaping our economy and economic policy for years to come. Steady advances in transportation, communication, and information technologies, underpinned by the more widespread adoption of free-market economic policies, are shrinking the globe and expanding the global economy. Content Type(s): Press, Speeches and appearances, Remarks