The 2021–22 Surge in Inflation Staff discussion paper 2023-3 Oleksiy Kryvtsov, James (Jim) C. MacGee, Luis Uzeda The rise in inflation in 2021–22 sparked a growing literature and debate over the causes of the surge as well as the near- and medium-term path for inflation. This review offers three key messages. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E3, E31, E5, E52, E58 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
A Counterfactual Valuation of the Stock Index as a Predictor of Crashes Staff working paper 2017-38 Tom Roberts Stock market fundamentals would not seem to meaningfully predict returns over a shorter-term horizon—instead, I shift focus to severe downside risk (i.e., crashes). Content Type(s): Staff research, Staff working papers JEL Code(s): G, G0, G01, G1, G12, G17, G19 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk
December 9, 1996 The Canadian market for zero-coupon bonds Bank of Canada Review - Winter 1996-1997 Miles Whittingham A conventional bond is a debt instrument consisting of a series of periodic coupon payments plus the repayment of the principal at maturity. As the name suggests, a zero-coupon bond has no coupon payments. It has only a single payment consisting of the repayment of the principal at maturity. The zero-coupon bond is sold at a discount and then redeemed for its face value at maturity. The return to the investor is the difference between the face value of the bond and its discounted purchase price. In this article, the author examines the investment characteristics of zero-coupon bonds. In particular, a type of zero-coupon bond known as a strip bond is discussed. A strip bond is created by stripping coupon payments from conventional bonds. The strip bond market in Canada has grown substantially since the late 1980s and is now an integral part of Canadian fixed-income markets. As well, the opportunity to trade in the strip bond market improves the liquidity and efficiency of Canadian fixed-income markets, thus helping to reduce the overall cost of borrowing to the government. Content Type(s): Publications, Bank of Canada Review articles
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 JEL Code(s): D, D1, D14, E, E2, E21, E7, E71, G, G5, G51 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Real economy and forecasting, Structural challenges, Demographics and labour supply
The Size and Characteristics of Informal (“Gig”) Work in Canada Staff analytical note 2019-6 Olena Kostyshyna, Corinne Luu Underlying wage growth has fallen short of what would be consistent with an economy operating with little or no slack. While many factors could explain this weakness, the availability of additional labour resources from informal (“gig”) work—not fully captured in standard measures of employment and hours worked—may play a role. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E2, E24, E26, J, J2, J20, J3, J30, J4 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply
Climate Change and Socio-economic inequality in the US Staff working paper 2026-16 Barbara Sadaba, Tatjana Dahlhaus This paper examines how climate change affects income inequality across US states. Using a new climate-inequality VAR and a century of daily temperature data, it shows that shifts across the full temperature distribution—not just average warming—have diverse effects on within-state inequality. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C11, C3, C32, D, D6, D63, Q, Q5, Q54 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Structural challenges, Climate change
How Do Mortgage Rate Resets Affect Consumer Spending and Debt Repayment? Evidence from Canadian Consumers Staff working paper 2020-18 Katya Kartashova, Xiaoqing Zhou We study the causal effect of mortgage rate changes on consumer spending, debt repayment and defaults during an expansionary and a contractionary monetary policy episode in Canada. We find asymmetric responses of consumer durable spending, deleveraging and defaults. These findings help us to understand household sector response to interest rate changes. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D12, D14, E, E4, E43, E5, E52, G, G2, G21, R, R3, R31 Research Theme(s): Financial system, Household and business credit, Monetary policy, Monetary policy framework and transmission, Monetary policy tools and implementation, Real economy and forecasting
Combining Large Numbers of Density Predictions with Bayesian Predictive Synthesis Staff working paper 2023-45 Tony Chernis I show how to combine large numbers of forecasts using several approaches within the framework of a Bayesian predictive synthesis. I find techniques that choose and combine a handful of forecasts, known as global-local shrinkage priors, perform best. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C11, C5, C52, C53, E, E3, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
June 23, 2005 Understanding the Benefits and Risks of Synthetic Collateralized Debt Obligations Financial System Review - June 2005 Jim Armstrong, John Kiff Content Type(s): Publications, Financial System Review articles
Forecasting Risks to the Canadian Economic Outlook at a Daily Frequency Staff discussion paper 2023-19 Chinara Azizova, Bruno Feunou, James Kyeong This paper quantifies tail risks in the outlooks for Canadian inflation and real GDP growth by estimating their conditional distributions at a daily frequency. We show that the tail risk probabilities derived from the conditional distributions accurately reflect realized outcomes during the sample period from 2002 to 2022. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C3, C32, C5, C58, E, E4, E44, G, G1, G17 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting