More Than Words: Fed Chairs’ Communication During Congressional Testimonies Staff working paper 2022-20 Michelle Alexopoulos, Xinfen Han, Oleksiy Kryvtsov, Xu Zhang We measure soft information contained in the congressional testimonies of U.S. Federal Reserve Chairs and analyze its effect on financial markets. Increases in the Chair’s text-, voice-, or face-emotion indices during these testimonies generally raise stock prices and lower their volatility. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E5, E52, E58, E7, E71 Research Theme(s): Financial markets and funds management, Market functioning, Models and tools, Econometric, statistical and computational methods, Monetary policy, Monetary policy framework and transmission
May 28, 2026 Financial Stability Report—2026—In focus—Rapid growth in private credit has created vulnerabilities Globally, private credit lending has expanded rapidly and become increasingly connected to the broader financial system. Complex structures, limited transparency and the fact that private credit is untested in a downturn make it difficult to predict how the sector might amplify shocks.
February 9, 2022 The role of Canadian business in fostering non-inflationary growth Remarks (delivered virtually) Tiff Macklem Canadian Chamber of Commerce Ottawa, Ontario Governor Tiff Macklem discusses how business investment and stronger productivity are vital to sustaining non-inflationary economic growth. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Financial system, Financial stability, Monetary policy, Economy/Economic growth, Inflation, Inflation targeting framework
Amazon Effects in Canadian Online Retail Firm-Product-Level Data Staff working paper 2019-42 Alex Chernoff I use firm-product-level data for Canadian online retailers to study how product scope (the average number of product categories per firm) evolved from 1999 to 2012. During this period, product scope dropped monotonically from 59 to 5 product categories. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D2, D22, L, L1, L11, L8, L81 Research Theme(s): Structural challenges, Digitalization and productivity, International trade, finance and competitiveness
December 23, 2004 Monetary Policy, Private Information, and International Stock Markets Financial System Review - December 2004 Gregory Bauer, Clara Vega Content Type(s): Publications, Financial System Review articles
December 22, 2003 Current Account Imbalances: Some Key Issues for the Major Industrialized Countries Bank of Canada Review - Winter 2003-2004 Jocelyn Jacob The resurgence of sizable current account imbalances in the major economies in recent years, particularly the tripling of the U.S. deficit, has led to renewed academic and public discussions about their sustainability. Jacob's main objective is to show that current account balances are simply the outcome of various relative structural and cyclical forces between trading partners. He reviews the factors behind the changes in the current account positions of the three largest industrial economies (the United States, Japan, and the euro area). Two strong determinants shaping the current account balances are the faster increase in U.S. productivity compared with that of other major economies and, more recently, the loosening in the U.S. fiscal stance. Jacob also reviews a range of outside assessments from such sources as the Organisation for Economic Co-operation and Development and the International Monetary Fund, as well as the academic literature, to determine the possible risks to macroeconomic and financial stability. Content Type(s): Publications, Bank of Canada Review articles
February 1, 2012 Measuring Financial Stress Financial System Review - December 2003 Mark Illing, Ying Liu Content Type(s): Publications, Financial System Review articles
What Can Earnings Calls Tell Us About the Output Gap and Inflation in Canada? Staff discussion paper 2023-13 Marc-André Gosselin, Temel Taskin We construct new indicators of demand and supply for the Canadian economy by using natural language processing techniques to analyze earnings calls of publicly listed firms. Our results indicate that the new indicators could help central banks identify inflationary pressures in real time. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C1, C3, E, E3, E5 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
Measuring Systemic Risk Across Financial Market Infrastructures Staff working paper 2016-10 Fuchun Li, Héctor Pérez Saiz We measure systemic risk in the network of financial market infrastructures (FMIs) as the probability that two or more FMIs have a large credit risk exposure to the same FMI participant. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C58, G, G2, G21, G23 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods, Money and payments, Payment and financial market infrastructures
February 2, 2012 Banking Crises and Contagion: Empirical Evidence Financial System Review - December 2002 Eric Santor Content Type(s): Publications, Financial System Review articles