October 16, 2023 Canadian Survey of Consumer Expectations—Third Quarter of 2023 Consumers’ perceptions of current inflation remain elevated and are diverging from actual inflation. Perceptions of high inflation are also leading to persistently high expectations for inflation over the next 12 months. Consumers’ expectations for interest rates one year from now also remain high, and many consumers believe that the impacts of higher interest rates on their household spending are far from over. Homeowners with a variable-rate mortgage are more likely than other consumers to report being worse off due to high interest rates. Consumers’ plans to purchase services, such as vacations or concerts, are more widespread than plans to make major purchases of goods that are likely to be financed with loans, such as vehicles or appliances. Workers are reporting signs of job market cooling, such as more time spent looking for a new job, but they remain confident about the labour market. Content Type(s): Publications, Canadian Survey of Consumer Expectations
A Comprehensive Evaluation of Measures of Core Inflation in Canada: An Update Staff discussion paper 2019-9 Helen Lao, Ceciline Steyn We provide an updated evaluation of the value of various measures of core inflation that could be used in the conduct of monetary policy. We find that the Bank of Canada’s current preferred measures of core inflation—CPI-trim, CPI-median and CPI-common—continue to outperform alternative core measures across a range of criteria. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E3, E31, E5, E52 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
Limited Commitment, Endogenous Credibility and the Challenges of Price-level Targeting Staff working paper 2018-61 Gino Cateau, Malik Shukayev This paper studies the cost of limited commitment when a central bank has the discretion to adjust policy whenever the costs of honoring its past commitments become high. Specifically, we consider a central bank that seeks to implement optimal policy in a New Keynesian model by committing to a price-level target path. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E5, E52 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
Markov‐Switching Three‐Pass Regression Filter Staff working paper 2017-13 Pierre Guérin, Danilo Leiva-Leon, Massimiliano Marcellino We introduce a new approach for the estimation of high-dimensional factor models with regime-switching factor loadings by extending the linear three-pass regression filter to settings where parameters can vary according to Markov processes. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C22, C23, C5, C53 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Real economy and forecasting
Optimal Estimation of Multi-Country Gaussian Dynamic Term Structure Models Using Linear Regressions Staff working paper 2017-33 Antonio Diez de los Rios This paper proposes a novel asymptotic least-squares estimator of multi-country Gaussian dynamic term structure models that is easy to compute and asymptotically efficient, even when the number of countries is relatively large—a situation in which other recently proposed approaches lose their tractability. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E43, F, F3, F31, G, G1, G12, G15 Research Theme(s): Financial markets and funds management, International markets and currencies, Models and tools, Econometric, statistical and computational methods, Economic models
Equity Option-Implied Probability of Default and Equity Recovery Rate Staff working paper 2016-58 Bo Young Chang, Greg Orosi There is a close link between prices of equity options and the default probability of a firm. We show that in the presence of positive expected equity recovery, standard methods that assume zero equity recovery at default misestimate the option-implied default probability. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G1, G13, G3, G33 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk
The Market for Acquiring Card Payments from Small and Medium-Sized Canadian Merchants Staff discussion paper 2020-5 Angelika Welte, Jozsef Molnar This note uses industry data and a unique dataset of small and medium-sized merchants to provide insights into the acquirer-merchant market in Canada. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C2, D, D2, E, E4, E42 Research Theme(s): Financial markets and funds management, Market structure, Money and payments, Payment and financial market infrastructures, Retail payments
Pulse check: Measuring underlying inflation and its drivers Staff analytical note 2025-29 Luis Uzeda This note presents PULSE, a new measure of underlying inflation in Canada based on a dynamic factor model estimated on disaggregated inflation data. PULSE captures the persistent component of inflation and decomposes it into broad-based and sector-specific inflationary pressures. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C5, C55, E, E3, E31, E5, E52 Research Theme(s): Financial system, Financial system regulation and oversight, Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures
Changes in Monetary Regimes and the Identification of Monetary Policy Shocks: Narrative Evidence from Canada Staff working paper 2017-39 Julien Champagne, Rodrigo Sekkel We use narrative evidence along with a novel database of real-time data and forecasts from the Bank of Canada's staff economic projections from 1974 to 2015 to construct a new measure of monetary policy shocks and estimate the effects of monetary policy in Canada. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E32, E4, E43, E5, E52, E58 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Monetary policy tools and implementation, Real economy and forecasting
Dynamic Privacy Choices Staff working paper 2022-8 Shota Ichihashi Consumers often express concerns about lack of privacy, but they still give up a lot of data to digital platforms. This paper builds a dynamic game-theoretic model of data collection and privacy protection, which potentially explains consumers’ behaviour. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D82, D83 Research Theme(s): Models and tools, Economic models, Money and payments, Digital assets and fintech