Improving the Efficiency of Payments Systems Using Quantum Computing Staff working paper 2022-53 Christopher McMahon, Donald McGillivray, Ajit Desai, Francisco Rivadeneyra, Jean-Paul Lam, Thomas Lo, Danica Marsden, Vladimir Skavysh We develop an algorithm and run it on a hybrid quantum annealing solver to find an ordering of payments that reduces the amount of system liquidity necessary without substantially increasing payment delays. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C6, C61, C63, D, D8, D83, E, E4, E42, E5, E58 Research Theme(s): Money and payments, Digital assets and fintech, Payment and financial market infrastructures
High-Frequency Cross-Sectional Identification of Military News Shocks Staff working paper 2025-27 Francesco Amodeo, Edoardo Briganti We identify and quantify fiscal news shocks, compiling events (2001–2023) that altered the expected path of U.S. defense expenditure. For each event, we estimate market-implied shifts in expected spending. A shift-share analysis yields a two-year, metropolitan statistical area–level GDP multiplier of approximately 1 for U.S. military build-ups. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E20, E3, E30, E32, E6, E60, E62, E65 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Monetary policy framework and transmission, Real economy and forecasting
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 JEL Code(s): C, C8, C81, E, E4, O, O5, O51 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Digital assets and fintech
Can the Business Outlook Survey Help Improve Estimates of the Canadian Output Gap? Staff discussion paper 2020-14 Calista Cheung, Luke Frymire, Lise Pichette We investigate whether questions in the Bank of Canada’s Business Outlook Survey can provide useful signals for the output gap. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E3 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
Modeling Fluctuations in the Global Demand for Commodities Staff working paper 2018-4 Lutz Kilian, Xiaoqing Zhou It is widely understood that the real price of globally traded commodities is determined by the forces of demand and supply. One of the main determinants of the real price of commodities is shifts in the demand for commodities associated with unexpected fluctuations in global real economic activity. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F4, F44, Q, Q1, Q11, Q3, Q31, Q4, Q41, Q43 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting, Structural challenges, International trade, finance and competitiveness
December 14, 2009 Liquidity Standards in a Macroprudential Context Financial System Review - December 2009 Carol Ann Northcott, Mark Zelmer Content Type(s): Publications, Financial System Review articles
August 16, 2012 An Analysis of Indicators of Balance-Sheet Risks at Canadian Financial Institutions Bank of Canada Review - Summer 2012 David Xiao Chen, H. Evren Damar, Hani Soubra, Yaz Terajima This article examines four indicators of balance-sheet risks—leverage, capital, asset liquidity and funding—among different types of financial institutions in Canada over the past three decades. It also discusses relevant developments in the banking sector that could have contributed to the observed dynamics. The authors find that the various risk indicators decreased during the period for most of the non-Big Six financial institutions, but remained relatively unchanged for the Big Six banks. In addition, the balance-sheet risk indicators became more heterogeneous across financial institutions. The observed overall decline and increased heterogeneity follow certain regulatory changes, such as the introduction of the liquidity guidelines on funding in 1995 and the implementation of bank-specific leverage requirements in 2000. Given that these regulations required more balance-sheet risk management, they have likely contributed to the increased resilience of the banking sector. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): G, G2, G21, G28
November 17, 1999 Monetary Policy Report – November 1999 Since the May Report, the international economic environment has continued to improve. Economic activity abroad grew faster than expected, while inflation in the major economies remained subdued. Content Type(s): Publications, Monetary Policy Report
Should Bank Capital Regulation Be Risk Sensitive? Staff working paper 2018-48 Toni Ahnert, James Chapman, Carolyn A. Wilkins We present a simple model to study the risk sensitivity of capital regulation. A banker funds investment with uninsured deposits and costly capital, where capital resolves a moral hazard problem in the banker’s choice of risk. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2, G21, G28 Research Theme(s): Financial system, Financial stability and systemic risk, Financial system regulation and oversight
May 14, 1998 Recent developments in the monetary aggregates and their implications Bank of Canada Review - Spring 1998 This article examines the developments in the monetary aggregates over the course of 1997 and their implications for future economic activity. The narrow aggregate, M1, grew rapidly in the first half of 1997 but slowed somewhat during the second half of the year. Much of the strong growth in this aggregate over the last several years has been associated with a higher demand for transactions balances as interest rates declined and economic activity revived. There were some special factors at play, however, that are discussed in the article. The Bank expects some slowing in M1 growth through 1998 and into 1999. This would be consistent with a trend of inflation within the inflation-control target range of 1 to 3 per cent over the next couple of years. Growth in the broad aggregate, M2+, continued to be distorted by the shift of savings out of fixed-term deposits into mutual funds. A broader aggregate that includes M2+, CSBs, and all mutual funds and thus provides a better estimate of broad money growth, grew at a moderate pace during 1997. The recent behaviour of the broad monetary aggregates continues to suggest that inflation will remain low in coming years. Content Type(s): Publications, Bank of Canada Review articles