Integrating Non-traditional Data and AI into Central Banking: A Canadian Perspective Staff analytical paper 2026-17 James Chapman, Ajit Desai, Maryam Haghighi, James (Jim) C. MacGee This paper reviews how central banks are integrating non traditional data and artificial intelligence (AI) into policy analysis and operations. Using the Bank of Canada’s experience, it examines emerging applications, governance challenges, and strategic choices for responsibly scaling AI to enhance insight, efficiency, and institutional resilience. Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C4, C45, C5, C55, C8, C88, L, L2, L23, M, M1, M15, O, O3, O33 Research Theme(s): Financial system, Financial stability and systemic risk, Monetary policy, Monetary policy tools and implementation, Money and payments, Payment and financial market infrastructures
Assessing global potential output growth: April 2024 Staff analytical note 2024-10 Amor Aniss Benmoussa, Raheeb Dastagir, Eshini Ekanayake, Justin-Damien Guénette, Helen Lao, Jenna Rolland-Mills, Aidan Spencer, Lin Xiang This note presents the annual update of Bank of Canada staff estimates for growth in global potential output. These estimates serve as key inputs to the analysis supporting the April 2024 Monetary Policy Report. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E1, E2, F, F0, O, O4 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply, Digitalization and productivity
November 15, 2012 The Changing Landscape for Retail Payments in Canada and the Implications for the Demand for Cash Bank of Canada Review - Autumn 2012 Carlos Arango, Kim Huynh, Ben Fung, Gerald Stuber Over the past 20 years, there has been a major shift away from the use of paper-based retail payment instruments, such as cash and cheques, toward electronic means of payment, such as debit cards and credit cards. Recent Bank of Canada research on consumers’ choice of payment instruments indicates that cash is frequently used for transactions with low values because of its speed, ease of use and wide acceptance, while debit and credit cards are more commonly used for transactions with higher values because of perceived attributes such as safety and record keeping. While innovations in retail payments currently being introduced into the Canadian marketplace could lead to a further reduction in the use of cash over the longer term, the implications for the use of cash of some of the structural and regulatory developments under way are less clear. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): C, C8, C83, E, E4, E42, G, G2, G28
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
June 13, 2013 The Basel III Liquidity Standards: An Update Financial System Review - June 2013 Carolyn A. Wilkins, Tamara Gomes Content Type(s): Publications, Financial System Review articles
Household financial vulnerabilities and physical climate risks Staff analytical note 2021-19 Thibaut Duprey, Colin Jones, Callie Symmers, Geneviève Vallée Natural disasters occur more often than before, potentially exposing households to financial distress. We study the intersection between household financial vulnerabilities and severe weather events. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C2, C21, C3, C38, D, D1, D14, Q, Q5, Q54 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Structural challenges, Climate change
Non-homothetic Preferences and the Demand Channel of Inflation Staff working paper 2025-30 Stephen Murchison An alternative to the standard CES aggregator, based on non-homothetic household preferences, is proposed. Specifically, the elasticity of substitution between goods declines during periods of strong per-capita consumption and vice versa, giving firms an incentive to adjust their desired markup in response to the state of demand. Empirical evidence favouring a direct role for per-capita consumption demand in inflation determination for Canada is presented. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E27, E5, E52, Q, Q4, Q43, Q5, Q58 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures
January 25, 2012 The Provision of Central Bank Liquidity under Asymmetric Information Financial System Review - December 2007 James Chapman, Antoine Martin Content Type(s): Publications, Financial System Review articles
Monetary Policy Under Okun’s Hypothesis Staff working paper 2026-3 Felipe Alves, Giovanni L. Violante The current monetary policy framework of the Fed intends to be more ’inclusive’ by running the economy hot for longer during expansions. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E21, E24, E3, E31, E32, E5, E52, J, J2, J24, J6, J64 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission