Macroeconomic Predictions Using Payments Data and Machine Learning Staff Working Paper 2022-10 James Chapman, Ajit Desai We demonstrate the usefulness of payment systems data and machine learning models for macroeconomic predictions and provide a set of econometric tools to overcome associated challenges. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52
April 24, 2005 Bank of Canada Review - Spring 2005 Cover page Moroccan Coin Moulds This bronze mould from Morocco is part of the National Currency Collection, Bank of Canada. Photography by Gord Carter, Ottawa. Content Type(s): Publications, Bank of Canada Review
October 25, 2005 Bank of Canada Review - Autumn 2005 Cover page Ready References The book is part of the National Currency Collection, Bank of Canada. Photography by Gord Carter, Ottawa. Content Type(s): Publications, Bank of Canada Review
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 Research Topic(s): Credibility, Inflation targets, Monetary policy framework JEL Code(s): E, E3, E31, E5, E52
The Electronic Purse: An Overview of Recent Developments and Policy Issues Technical Report No. 74 Gerald Stuber Futurists have been speculating about the prospects for a cashless society for many years, and such predictions became more frequent following the introduction of "smart" cards - cards containing a computer chip - in the mid-1970s. Content Type(s): Staff research, Technical reports Research Topic(s): Digital currencies and fintech, Financial institutions, Payment clearing and settlement systems, Recent economic and financial developments JEL Code(s): E, E4, E41, G, G2, G20
Canadian Bitcoin Ownership in 2023: Key Takeaways Staff Discussion Paper 2025-4 Daniela Balutel, Marie-Hélène Felt, Doina Rusu The Bitcoin Omnibus Survey is an important tool for monitoring Canadians’ awareness and ownership of bitcoin and other cryptoassets over time. In this paper, we present data highlights from the 2023 survey. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods JEL Code(s): C, C8, C81, E, E4, O, O5, O51
June 8, 2017 Using Market-Based Indicators to Assess Banking System Resilience Financial System Review - June 2017 Cameron MacDonald, Maarten van Oordt This report reviews the use of quantitative tools to gauge market participants’ assessment of banking system resilience. These measures complement traditional balance-sheet metrics and suggest that markets consider large Canadian banks to be better placed to weather adverse shocks than banks in other advanced economies. Compared with regulatory capital ratios, however, the measures suggest less improvement in banking system resilience since the pre-crisis period. Content Type(s): Publications, Financial System Review articles Research Topic(s): Financial institutions, Financial markets, Financial stability JEL Code(s): G, G0, G01, G1, G10, G2, G21
Local Labor Markets in Canada and the United States Staff Working Paper 2019-12 David Albouy, Alex Chernoff, Chandler Lutz, Casey Warman We examine local labor markets in the United States and Canada from 1990 to 2011 using comparable household and business data. Wage levels and inequality rise with city population in both countries, albeit less in Canada. Content Type(s): Staff research, Staff working papers Research Topic(s): Labour markets JEL Code(s): J, J2, J21, J3, J31, J6, J61, N, N3, N32, R, R1, R12
The Financial Services Sector: An Update on Recent Developments Technical Report No. 91 Charles Freedman, Clyde Goodlet The Canadian financial industry continues to experience significant changes. This report provides an update on recent developments and re-examines a number of issues facing financial service providers that were identified in Technical Report No. 82. Content Type(s): Staff research, Technical reports Research Topic(s): Financial institutions, Financial services JEL Code(s): G, G2
November 17, 2011 The International Monetary System: An Assessment and Avenue for Reform Bank of Canada Review - Autumn 2011 Lawrence L. Schembri, Eric Santor The current international monetary system is in need of reform. This article first provides an assessment of the existing system, highlighting both its strengths and weaknesses. It notes that the system has not facilitated the symmetric and timely adjustment in the real exchange rate necessary to accommodate the integration of China and other emerging-market economies into the global economy. This lack of adjustment contributed to the global financial crisis and recession and, because it is forestalling the required rotation of global demand, is hindering the global recovery. The article then discusses reform of the system that would see all systemically important countries and currency areas adopt market-based and convertible floating exchange rates supported by appropriate monetary, fiscal and financial sector policy frameworks. It also examines the roles of the G-20 countries and major international financial institutions in promoting and facilitating the system’s transition. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Exchange rate regimes, International topics