The Evolution of Unobserved Skill Returns in the U.S.: A New Approach Using Panel Data Staff Working Paper 2017-61 Lance Lochner, Youngmin Park, Youngki Shin Economists disagree about the factors driving the substantial increase in residual wage inequality in the United States over the past few decades. To identify changes in the returns to unobserved skills, we make a novel assumption about the dynamics of skills (especially among older workers) rather than about the stability of skill distributions across cohorts, as is standard. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Labour markets JEL Code(s): C, C2, C23, J, J2, J24, J3, J31
Perceived Unemployment Risks over Business Cycles Staff Working Paper 2025-23 William Du, Adrian Monninger, Xincheng Qiu, Tao Wang Aggregate consumption impacts of heightened job risks during recessions can arise either from ex-ante responses to the fear of unemployment or from ex-post consumption declines due to realized income losses. We use survey-based perceptions of job risk and actual labor market transitions to quantify the relative contributions of these two channels. We further show that belief stickiness limits the extent of ex-ante insurance against job risks. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Labour markets, Monetary policy and uncertainty JEL Code(s): D, D1, D14, E, E2, E21, E7, E71, G, G5, G51
Non-Bank Dealing and Liquidity Bifurcation in Fixed-Income Markets Staff Working Paper 2025-2 Michael Brolley, David Cimon We model non-bank entry into fixed-income markets and state-dependent liquidity. Non-bank financial institutions improve liquidity more during normal times than in stress. Banks may become less reliable to marginal clients, exacerbating the difference in liquidity between normal and stressed times. Central bank lending during stress may limit this harmful division. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial institutions, Financial markets, Market structure and pricing JEL Code(s): G, G1, G10, G2, G20, G21, G23, L, L1, L10, L13, L14
Asset-Liability Management: An Overview Staff Discussion Paper 2010-10 Yuliya Romanyuk Relevant literature on asset-liability management (ALM) is reviewed and different ALM approaches are discussed that may be of interest to the Bank of Canada for the purpose of modelling the Exchange Fund Account (EFA). Content Type(s): Staff research, Staff discussion papers Research Topic(s): Foreign reserves management JEL Code(s): G, G1, G11
High-Frequency Trading around Macroeconomic News Announcements: Evidence from the U.S. Treasury Market Staff Working Paper 2014-56 George Jiang, Ingrid Lo, Giorgio Valente This paper investigates high-frequency (HF) market and limit orders in the U.S. Treasury market around major macroeconomic news announcements. BrokerTec introduced i- Cross at the end of 2007 and we use this exogenous event as an instrument to analyze the impact of HF activities on liquidity and price efficiency. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets JEL Code(s): G, G1, G10, G12, G14
December 6, 2005 The Bank of Canada: An Illustrated History This volume features interesting images and anecdotes about Canada's central bank and its place in Canadian society from 1935 until the present. Content Type(s): Publications, Books and monographs, Souvenir books
Canada’s Monetary Policy Report: If Text Could Speak, What Would It Say? Staff Analytical Note 2019-5 André Binette, Dmitri Tchebotarev This note analyzes the evolution of the narrative in the Bank of Canada’s Monetary Policy Report (MPR). It presents descriptive statistics on the core text, including length, most frequently used words and readability level—the three Ls. Although each Governor of the Bank of Canada focuses on the macroeconomic events of the day and the mandate of inflation targeting, we observe that the language used in the MPR varies somewhat from one Governor’s tenure to the next. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Central bank research, Monetary policy JEL Code(s): E, E0, E02, E5, E52
Dynamic Factor Analysis for Measuring Money Staff Working Paper 2003-21 Paul Gilbert, Lise Pichette Technological innovations in the financial industry pose major problems for the measurement of monetary aggregates. The authors describe work on a new measure of money that has a more satisfactory means of identifying and removing the effects of financial innovations. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Monetary aggregates, Monetary and financial indicators JEL Code(s): C, C4, C43, C8, C82, E, E5, E51
Fiscal and Monetary Stabilization Policy at the Zero Lower Bound: Consequences of Limited Foresight Staff Working Paper 2021-51 Michael Woodford, Yinxi Xie How do outcomes of monetary and fiscal stabilization policies at the zero lower bound change when decision makers have finite planning horizons in the economy? We explore the effects of limited foresight on policy tools and the interaction between monetary and fiscal policy. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Central bank research, Fiscal policy, Monetary policy JEL Code(s): E, E5, E52, E6, E63, E7
June 11, 2009 The Complexities of Financial Risk Management and Systemic Risks Bank of Canada Review - Summer 2009 Frank Milne Risk-management systems in financial institutions have come under increasing scrutiny in light of the current financial crisis, resulting in calls for improvements and an increased role for regulators. Yet such objectives miss the intricacy at the heart of the risk-management process. This article outlines the complexity inherent in any modern risk-management system, which arises because there are shortcuts in the theoretical models that risk managers need to be aware of, as well as the difficulties in sensible calibration of model parameters. The author suggests that prudential regulation of such systems should focus on failures within the financial firm and in the market interactions between firms and reviews possible strategies that can improve the performance of risk management and microprudential regulatory practice. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Financial institutions, Financial stability, Financial system regulation and policies