Retail Payment Innovations and Cash Usage: Accounting for Attrition Using Refreshment Samples Staff Working Paper 2014-27 Heng Chen, Marie-Hélène Felt, Kim Huynh We exploit the panel dimension of the Canadian Financial Monitor (CFM) data to estimate the impact of retail payment innovations on cash usage. We estimate a semiparametric panel data model that accounts for unobserved heterogeneity and allows for general forms of non-random attrition. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods, Financial services JEL Code(s): C, C3, C35, E, E4, E41
How Banks Create Gridlock to Save Liquidity in Canada's Large Value Payment System Staff Working Paper 2023-26 Rodney J. Garratt, Zhentong Lu, Phoebe Tian We show how participants in Canada’s new high-value payment system save liquidity by exploiting the new gridlock resolution arrangement. The findings have important implications for the design of these systems and shed light on financial institutions’ liquidity preference. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Payment clearing and settlement systems JEL Code(s): E, E4, E42, E5, E58, G, G2, G21
Four Decades of Canadian Earnings Inequality and Dynamics Across Workers and Firms Staff Working Paper 2021-20 Audra Bowlus, Émilien Gouin-Bonenfant, Huju Liu, Lance Lochner, Youngmin Park We use four decades of Canadian matched employer-employee data to explore how inequality and the dynamics of individual earnings have evolved over time in Canada. We also examine how the earnings growth of individuals is related to the growth of their employers. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Firm dynamics, Labour markets, Potential output, Productivity JEL Code(s): D, D2, D22, D3, D31, E, E2, E24, J, J2, J24, J3, J31, J6, J63
Food Aid Delivery, Food Security and Aggregate Welfare in a Small Open Economy: Theory and Evidence Staff Working Paper 1998-1 Patrick Osakwe A small-open-economy model is developed to examine how the method of food aid disbursement affects labor employment, food security and aggregate welfare, in recipient countries, in an environment in which private sector firms pay efficiency wages to induce effort. Two forms of food aid delivery are considered: first is project food aid, under which food […] Content Type(s): Staff research, Staff working papers Research Topic(s): Development economics JEL Code(s): J, J4, O, O1, Q, Q1
Towards a More Complete Debt Strategy Simulation Framework Staff Working Paper 2002-13 David Bolder An effective technique governments use to evaluate the desirability of different financing strategies involves stochastic simulation. This approach requires the postulation of the future dynamics of key macroeconomic variables and the use of those variables in the construction of a debt charge distribution for each individual financing strategy. Content Type(s): Staff research, Staff working papers Research Topic(s): Debt management, Econometric and statistical methods, Interest rates JEL Code(s): C, C0, C5, G, G0
Intermediary Market Power and Capital Constraints Staff Working Paper 2023-51 Jason Allen, Milena Wittwer We examine how intermediary capitalization affects asset prices in a framework that allows for intermediary market power. We introduce a model in which capital-constrained intermediaries buy or trade an asset in an imperfectly competitive market, and we show that weaker capital constraints lead to both higher prices and intermediary markups. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Market structure and pricing JEL Code(s): D, D4, D40, D44, G, G1, G12, G18, G2, G20, L, L1, L10
What Explains Month-End Funding Pressure in Canada? Staff Discussion Paper 2017-9 Christopher S. Sutherland The Canadian overnight repo market persistently shows signs of latent funding pressure around month-end periods. Both the overnight repo rate and Bank of Canada liquidity provision tend to rise in these windows. This paper proposes three non-mutually exclusive hypotheses to explain this phenomenon. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial markets, Interest rates, Monetary policy framework, Monetary policy implementation, Monetary policy transmission JEL Code(s): E, E4, E41, E43, E5, E52, E58, F, F3, F36, G, G1, G14, G15, G2, G21
What Is Restraining Non-Energy Export Growth? Staff Analytical Note 2018-25 Dany Brouillette, José Dorich, Chris D'Souza, Adrienne Gagnon, Claudia Godbout This note summarizes the key findings from Bank of Canada staff analytical work examining the reasons for the recent weakness in Canadian non-energy exports. Canada steadily lost market share in US non-energy imports between 2002 and 2017, mostly reflecting continued and broad-based competitiveness losses. Content Type(s): Staff research, Staff analytical notes Research Topic(s): International topics, Monetary policy, Recent economic and financial developments, Trade integration JEL Code(s): E, E5, E52, F, F1, F10, F14, F17
Finding a Needle in a Haystack: A Machine Learning Framework for Anomaly Detection in Payment Systems Staff Working Paper 2024-15 Ajit Desai, Anneke Kosse, Jacob Sharples Our layered machine learning framework can enhance real-time transaction monitoring in high-value payment systems, which are a central piece of a country’s financial infrastructure. When tested on data from Canadian payment systems, it demonstrated potential for accurately identifying anomalous transactions. This framework could help improve cyber and operational resilience of payment systems. Content Type(s): Staff research, Staff working papers Research Topic(s): Digital currencies and fintech, Financial institutions, Financial services, Financial system regulation and policies, Payment clearing and settlement systems JEL Code(s): C, C4, C45, C5, C55, D, D8, D83, E, E4, E42
Funding Advantage and Market Discipline in the Canadian Banking Sector Staff Working Paper 2013-50 Mehdi Beyhaghi, Chris D'Souza, Gordon S. Roberts We employ a comprehensive data set and a variety of methods to provide evidence on the magnitude of large banks’ funding advantage in Canada, and on the extent to which market discipline exists across different securities issued by the Canadian banks. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Interest rates JEL Code(s): G, G0, G01, G2, G21, G28, G3, G32, G33