PayTech and the D(ata) N(etwork) A(ctivities) of BigTech Platforms Staff working paper 2022-35 Jonathan Chiu, Thorsten Koeppl Why do BigTech platforms introduce payment services? We explore this using a model in which a monopoly platform faces a trade-off between the costs associated with privacy concerns and the revenue from data services. We then analyze the feedback effects between data and payments. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, E, E4, E42, L, L1 Research Theme(s): Financial markets and funds management, Market functioning, Money and payments, Digital assets and fintech, Payment and financial market infrastructures, Retail payments
Towards a HANK Model for Canada: Estimating a Canadian Income Process Staff discussion paper 2020-13 Iskander Karibzhanov How might one simulate a million realistic income paths and compute their statistical moments in under a second? Using CUDA-based methods to estimate the Canadian earnings process, I find that the distribution of labour income growth is sharply peaked with heavy tails—similar to that in the United States. Content Type(s): Staff research, Staff discussion papers JEL Code(s): D, D3, D31, E, E2, E24, J, J3, J31 Research Theme(s): Models and tools, Economic models, Monetary policy, Real economy and forecasting
June 11, 2009 The Complexities of Financial Risk Management and Systemic Risks Bank of Canada Review - Summer 2009 Frank Milne Risk-management systems in financial institutions have come under increasing scrutiny in light of the current financial crisis, resulting in calls for improvements and an increased role for regulators. Yet such objectives miss the intricacy at the heart of the risk-management process. This article outlines the complexity inherent in any modern risk-management system, which arises because there are shortcuts in the theoretical models that risk managers need to be aware of, as well as the difficulties in sensible calibration of model parameters. The author suggests that prudential regulation of such systems should focus on failures within the financial firm and in the market interactions between firms and reviews possible strategies that can improve the performance of risk management and microprudential regulatory practice. Content Type(s): Publications, Bank of Canada Review articles
May 14, 2015 Bank of Canada Review - Spring 2015 In this issue, Bank researchers discuss inflation dynamics and global trade following the 2007–09 financial crisis. Other articles explore changes to the governance and regulation of the Canadian payments system and outline the banking services provided by the Bank of Canada. Finally, the results of the 2013 Methods-of-Payment Survey are presented. Content Type(s): Publications, Bank of Canada Review
April 22, 2004 Research in Financial Services and Public Policy - Filling the Gaps Remarks David Dodge Conference on Financial Services and Public Policy Schulich School of Business at York University Toronto, Ontario For five years, the research program here at Schulich has helped to support and nurture a Canadian academic community focused on financial services. In doing so, the program has encouraged researchers to fill the gaps in our knowledge and help policy-makers and regulators to do a better job. After five years, it's useful to think back and recall the motivations for establishing this program in the first place. Content Type(s): Press, Speeches and appearances, Remarks
Aggregate Fluctuations and the Role of Trade Credit Staff working paper 2017-37 Lin Shao In an economy where production takes place in multiple stages and is subject to financial frictions, how firms finance intermediate inputs matters for aggregate outcomes. This paper focuses on trade credit—the lending and borrowing of input goods between firms—and quantifies its aggregate impacts during the Great Recession. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E32, E4, E44, E5, E51 Research Theme(s): Financial system, Financial institutions and intermediation, Household and business credit, Monetary policy, Real economy and forecasting
Technology Adoption in Input-Output Networks Staff working paper 2019-51 Xintong Han, Lei Xu We study how input-output networks affect the speed of technology adoption. In particular, we model the decision to adopt the programming language Python 3 by software packages. Python 3 provides advanced features but is not backward compatible with Python 2, which implies it comes with adoption costs. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C6, C61, L, L2, L23, L8, L86, O, O1, O14, O3, O33 Research Theme(s): Models and tools, Economic models, Structural challenges, Digitalization and productivity
Fiscal Spillovers: The Case of US Corporate and Personal Income Taxes Staff working paper 2021-41 Madeline Hanson, Daniela Hauser, Romanos Priftis How do changes to personal and corporate income tax rates in the United States affect its trading partners? Spillover effects from cuts in the two taxes differ. They are generally small and negative for corporate taxes, but sizable and positive for personal income taxes. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E32, E6, E62, F, F4, F44, H, H2, H20 Research Theme(s): Financial system, Financial stability and systemic risk, Monetary policy, Real economy and forecasting, Structural challenges, International trade, finance and competitiveness
Assessing global potential output growth: April 2025 Staff analytical note 2025-15 Samuel Boulanger, Raheeb Dastagir, Daniel de Munnik, Eshini Ekanayake, Kun Mo, Walter Muiruri, Faiza Noor, Sabreena Obaid, Louis Poirier This note presents the annual update of Bank of Canada staff estimates for growth in global potential output. These estimates served as key inputs to the analysis supporting the April 2025 Monetary Policy Report. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E1, E2, F, F0, F1, O, O3, O33, O4 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply, Digitalization and productivity, International trade, finance and competitiveness