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
June 21, 2007 Modelling Payments Systems: A Review of the Literature Financial System Review - June 2007 Jonathan Chiu, Alexandra Lai Content Type(s): Publications, Financial System Review articles
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
BoC–BoE Sovereign Default Database: Methodology, Assumptions and Sources Technical report No. 117 David Beers, Elliot Jones, John Walsh Until recently, few efforts have been made to systematically measure and aggregate the nominal value of the different types of sovereign government debt in default. To help fill this gap, the Bank of Canada (BoC) developed a comprehensive database of sovereign defaults that is posted on its website and updated in partnership with the Bank of England (BoE). Content Type(s): Staff research, Technical reports JEL Code(s): F, F3, F34, G, G1, G10, G14, G15 Research Theme(s): Financial markets and funds management, Funds management, Financial system, Financial stability and systemic risk
Government Spending Multipliers Under the Zero Lower Bound: Evidence from Japan Staff working paper 2017-40 Thuy Lan Nguyen, Dmitriy Sergeyev, Wataru Miyamoto Using a rich data set on government spending forecasts in Japan, we provide new evidence on the effects of unexpected changes in government spending when the nominal interest rate is near the zero lower bound (ZLB). Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E32, E5, E6, E62 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Real economy and forecasting
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 18, 2010 Bank of Canada Review - Autumn 2010 The premise that exchange rate pass-through has declined is critically reassessed; intensity in the negative feedback process between financial sector developments and the real economy during the recent global crisis is examined; update on past decade’s changing trends in debt issuance in Canada relative to those in other capital markets. Content Type(s): Publications, Bank of Canada Review
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
June 21, 2006 Using the Contingent Claims Approach to Assess Credit Risk in the Canadian Business Sector Financial System Review - June 2006 Michal Kozak, Meyer Aaron, Céline Gauthier Content Type(s): Publications, Financial System Review articles