Interpreting Volatility Shocks as Preference Shocks Staff working paper 2016-45 Shaofeng Xu This paper examines the relationship between volatility shocks and preference shocks in an analytically tractable endogenous growth model with recursive preferences and stochastic volatility. I show that there exists an explicit mapping between volatility shocks and preference shocks, and a rise in volatility generates the same impulse responses of macroeconomic aggregates as a negative preference shock. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E3 Research Theme(s): Models and tools, Economic models, Monetary policy, Real economy and forecasting
Financial Inclusion—What’s it Worth? Staff working paper 2016-30 Miguel Ampudia, Michael Ehrmann The paper studies the determinants of being unbanked in the euro area and the United States as well as the effects of being unbanked on wealth accumulation. Based on household-level data from The Eurosystem Household Finance and Consumption Survey and the U.S. Survey of Consumer Finances, it first documents that there are, respectively, 3.6 per cent and 7.5 per cent of unbanked households in the two economies. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D14, G, G2, G21, G28 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Household and business credit
Entrepreneurial Incentives and the Role of Initial Coin Offerings Staff working paper 2019-18 Rodney J. Garratt, Maarten van Oordt Initial coin offerings (ICOs) are a new mode of financing start-ups that saw an explosion in popularity in 2017 but declined in popularity in the second half of 2018 as regulatory pressure, instances of fraud and reports of poor performance began to undermine their reputation. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G3, G32 Research Theme(s): Financial system, Financial institutions and intermediation, Money and payments, Digital assets and fintech
November 24, 2004 Bank of Canada Review - Autumn 2004 Cover page Bus Transportation Tokens and Tickets The pieces illustrated on the cover range in size from 12 mm to 38 mm in diameter or width. They form part of the National Currency Collection, Bank of Canada. Photography by Gord Carter, Ottawa Content Type(s): Publications, Bank of Canada Review
The Anatomy of Sentiment-Driven Fluctuations Staff working paper 2021-33 Sushant Acharya, Jess Benhabib, Zhen Huo We show that changes in sentiment that aren’t related to fundamentals can drive persistent macroeconomic fluctuations even when all economic agents are rational. Changes in sentiment can also affect how fundamental shocks affect macroeconomic outcomes. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E20, E3, E32, F, F4, F44 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Real economy and forecasting
January 11, 2010 Bank of Canada Review - Winter 2009-2010 Causes and consequences of declining inflation persistence in Canada; the evolution of capital flows to emerging-market economies (EMEs) and the need for EMEs to implement policies that support capital flows; making bank notes accessible for Canadians living with blindness or low vision, sharing assessments of the suite of accessibility features on the current series of bank notes and plans for the next series. Content Type(s): Publications, Bank of Canada Review
What Are the Macroeconomic Effects of High-Frequency Uncertainty Shocks Staff working paper 2016-25 Laurent Ferrara, Pierre Guérin This paper evaluates the effects of high-frequency uncertainty shocks on a set of low-frequency macroeconomic variables that are representative of the U.S. economy. Rather than estimating models at the same common low-frequency, we use recently developed econometric models, which allows us to deal with data of different sampling frequencies. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, C32, E, E3, E32, E4, E44 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
Asymmetric Risks to the Economic Outlook Arising from Financial System Vulnerabilities Staff analytical note 2018-6 Thibaut Duprey When financial system vulnerabilities are elevated, they can give rise to asymmetric risks to the economic outlook. To illustrate this, I consider the economic outlook presented in the Bank of Canada’s October 2017 Monetary Policy Report in the context of two key financial system vulnerabilities: high levels of household indebtedness and housing market imbalances. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C0, C01, C1, C11, C15, E, E1, E17, E3, E32, E37, E4, E44, E47, E5, E58, E6, E66, G, G0, G01, G1, G18 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
Data Externalities, Market Power, and the Optimal Design of Central Bank Digital Currencies Staff working paper 2026-21 Yuteng Cheng, Jonathan Chiu, Mohammad Davoodalhosseini, Janet Hua Jiang This paper studies how a central bank should design a CBDC when private payment providers collect and monetize transaction data. It characterizes the optimal CBDC’s pricing and data policy, and shows how its effects on private payment use and total data depend on market power and data externalities. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2, L, L1, L14 Research Theme(s): Money and payments, Digital assets and fintech, Payment and financial market infrastructures, Retail payments
Monetary Policy in a Volatile World: ToTEM Simulations Staff analytical paper 2026-27 Edward Booth, Edouard Djeutem, Oleksiy Kryvtsov, Fanny McKellips, Yang Zhang Using simulations of the Bank of Canada’s projection model, we assess inflation risks from greater supply-shock volatility and show that monetary policy faces sharper trade-offs, as stabilizing inflation increasingly comes at the cost of weaker real activity. Content Type(s): Staff research, Staff analytical paper JEL Code(s): E, E3, E31, E32, E5, E52, E58 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission