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 Research Topic(s): Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52
Optimal Interbank Regulation Staff Working Paper 2017-48 Thomas J. Carter Recent years have seen renewed interest in the regulation of interbank markets. A review of the literature in this area identifies two gaps: first, the literature has tended to make ad hoc assumptions about the interbank contract space, which makes it difficult to generate convincing policy prescriptions; second, the literature has tended to focus on ex-post interventions that kick in only after an interbank disruption has come underway (e.g., open-market operations, lender-of-last-resort interventions, bail-outs), rather than ex-ante prudential policies. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial stability, Financial system regulation and policies JEL Code(s): G, G0, G01, G2, G20
March 30, 2006 The Evolving International Monetary Order and the Need for an Evolving IMF Lecture David Dodge Woodrow Wilson School of Public and International Affairs Princeton, New Jersey The world needs an international institution to promote a new monetary order—a well-functioning, market-based global financial system. This will be the subject of my remarks today. Content Type(s): Press, Speeches and appearances, Lectures
September 10, 2010 Restoring Faith in the International Monetary System Remarks Mark Carney Spruce Meadows Changing Fortunes Round Table Calgary, Alberta We are three years into the global financial crisis, and its dynamics still dominate the economic outlook. In particular, broad forces of bank, household, and sovereign deleveraging can be expected to add to the variability and temper the pace of global economic growth in the years ahead. Content Type(s): Press, Speeches and appearances, Remarks
June 5, 2025 Talking to Canadians: How real-world insights shape monetary policy Remarks Sharon Kozicki C.D. Howe Institute Toronto, Ontario Deputy Governor Sharon Kozicki talks about how the Bank of Canada is using non-traditional data to better inform its monetary policy decisions. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Business fluctuations and cycles, Credibility, Monetary policy and uncertainty, Recent economic and financial developments, Trade integration
December 9, 2010 Central Counterparties and Systemic Risk Financial System Review - December 2010 Eric Tuer, Nicholas Labelle, Nikil Chande Content Type(s): Publications, Financial System Review articles
Cash, COVID-19 and the Prospects for a Canadian Digital Dollar Staff Discussion Paper 2022-17 Walter Engert, Kim Huynh We provide an analysis of cash trends in Canada before and during the COVID-19 pandemic. We also consider the potential two scenarios for issuance of a central bank digital currency in Canada: the emergence of a cashless society or the widespread use of an alternative digital currency in Canada. Finally, we discuss the Canadian experience in maintaining cash as an efficient and accessible method of payment and store of value. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Bank notes, Central bank research, Coronavirus disease (COVID-19), Digital currencies and fintech, Econometric and statistical methods JEL Code(s): C, C1, C12, C9, E, E4, O, O5, O54
Do Peer Group Members Outperform Individual Borrowers? A Test of Peer Group Lending Using Canadian Micro-Credit Data Staff Working Paper 2003-33 Rafael Gomez, Eric Santor Microfinance institutions now serve over 10 million poor households in the developing and developed world, and much of their success has been attributed to their innovative use of peer group lending. There is very little empirical evidence, however, to suggest that group lending schemes offer a superior institutional design over lending programs that serve individual borrowers. Content Type(s): Staff research, Staff working papers Research Topic(s): Development economics JEL Code(s): E, J, J2, J23, O, O1, O17
Lines of Credit and Consumption Smoothing: The Choice between Credit Cards and Home Equity Lines of Credit Staff Working Paper 2005-18 Shubhasis Dey The author models the choice between credit cards and home equity lines of credit (HELOCs) within a framework where consumers hold lines of credit as instruments of consumption smoothing across state and time. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates JEL Code(s): D, D1, D8, D81
November 17, 2011 Modelling the Counterfeiting of Bank Notes: A Literature Review Bank of Canada Review - Autumn 2011 Ben Fung, Enchuan Shao The objective of this article is to improve our understanding of counterfeiting and its policy implications by reviewing research in this area. There has been almost no empirical work on counterfeiting because of the limited availability of counterfeiting data and related statistics. The authors therefore focus on theoretical studies that directly model the behaviour of the relevant economic agents. They first establish some stylized facts about counterfeiting to provide a general understanding of the problem. They then briefly review several models of counterfeiting and summarize their relevant insights, focusing on the implications of the findings for the incentive to counterfeit, social welfare and anti-counterfeiting policies. The authors find that the policy implications of these studies support the Bank’s comprehensive anti-counterfeiting strategy. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Bank notes