Digitalization: Definition and Measurement Staff discussion paper 2023-20 Guyllaume Faucher, Stéphanie Houle This paper provides an overview of digitalization and its economic implications. We assess the scope of digitalization in Canada as well as the challenges related to its measurement. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E0, E01, O, O3, O33, O5, O51 Research Theme(s): Models and tools, Economic models, Structural challenges, Digitalization and productivity
November 14, 2013 Assessing Financial System Vulnerabilities: An Early Warning Approach Bank of Canada Review - Autumn 2013 Gurnain Pasricha, Tom Roberts, Ian Christensen, Brad Howell This article focuses on a quantitative method to identify financial system vulnerabilities, specifically, an imbalance indicator model (IIM) and its application to Canada. An IIM identifies potential vulnerabilities in a financial system by comparing current economic and financial data with data from periods leading up to past episodes of financial stress. It complements other sources of information - including market intelligence and regular monitoring of the economy - that policy-makers use to assess vulnerabilities. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): E, E6, E66, G, G0, G01
December 11, 2007 The Zero Bound on Nominal Interest Rates: Implications for Monetary Policy Bank of Canada Review - Winter 2007-2008 Claude Lavoie, Stephen Murchison One of the most important factors that must be considered if countries are thinking about lowering the target level of inflation much below 2 per cent is the zero interest bound. Targeting inflation rates that are too low, the authors note, may restrict the ability of monetary policy to respond to economic shocks by limiting the amount by which interest rates can be eased. Content Type(s): Publications, Bank of Canada Review articles
Order Flow Segmentation, Liquidity and Price Discovery: The Role of Latency Delays Staff working paper 2018-16 Michael Brolley, David Cimon Latency delays—known as “speed bumps”—are an intentional slowing of order flow by exchanges. Supporters contend that delays protect market makers from high-frequency arbitrage, while opponents warn that delays promote “quote fading” by market makers. We construct a model of informed trading in a fragmented market, where one market operates a conventional order book and the other imposes a latency delay on market orders. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G1, G14, G18 Research Theme(s): Financial markets and funds management, Market functioning, Market structure
January 23, 2004 Bank of Canada Review - Winter 2003-2004 Cover page Brass Cash Register, 1910 The register is part of the National Currency Collection, Bank of Canada. Photographed by Gord Carter, Ottawa. Content Type(s): Publications, Bank of Canada Review
A Dynamic Factor Model for Nowcasting Canadian GDP Growth Staff working paper 2017-2 Tony Chernis, Rodrigo Sekkel This paper estimates a dynamic factor model (DFM) for nowcasting Canadian gross domestic product. The model is estimated with a mix of soft and hard indicators, and it features a high share of international data. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, C32, C38, C5, C53, E, E3, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
Using Payments Data to Nowcast Macroeconomic Variables During the Onset of COVID-19 Staff working paper 2021-2 James Chapman, Ajit Desai We use retail payment data in conjunction with machine learning techniques to predict the effects of COVID-19 on the Canadian economy in near-real time. Our model yields a significant increase in macroeconomic prediction accuracy over a linear benchmark model. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting, Money and payments, Retail payments
August 24, 2010 Re-examining Canada’s Monetary Policy Framework: Recent Research and Outstanding Issues Remarks John Murray Canadian Association for Business Economics Kingston, Ontario I am honoured to address members of the Canadian Association for Business Economics. My remarks today will focus on critical issues that the Bank of Canada has studied over the past four years and how this research will inform our work as we move forward post crisis. Content Type(s): Press, Speeches and appearances, Remarks
Crypto ‘Money’: Perspective of a Couple of Canadian Central Bankers Staff discussion paper 2019-1 James Chapman, Carolyn A. Wilkins The market for cryptoassets has exploded in size in the 10 years since bitcoin was launched. The technology underlying cryptoassets, blockchain, has also been held up as a technology that promises to transform entire industries. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E4, E41, E42, E5, E51, E58, H, H4, P, P4, P43 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Money and payments, Cash and bank notes, Digital assets and fintech, Payment and financial market infrastructures
Following the Money: Evidence for the Portfolio Balance Channel of Quantitative Easing Staff working paper 2018-33 Itay Goldstein, Jonathan Witmer, Jing Yang Recent research suggests that quantitative easing (QE) may affect a broad range of asset prices through a portfolio balance channel. Using novel security-level holding data of individual US mutual funds, we establish evidence that portfolio rebalancing occurred both within and across funds. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E5, E58, G, G2, G23 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Monetary policy tools and implementation