Price-Level Dispersion versus Inflation-Rate Dispersion: Evidence from Three Countries Staff working paper 2017-3 David Fielding, Christopher Hajzler, James (Jim) C. MacGee Inflation can affect both the dispersion of commodity-specific price levels across locations (relative price variability, RPV) and the dispersion of inflation rates (relative inflation variability, RIV). Some menu-cost models and models of consumer search suggest that the RIV-inflation relationship could differ from the RPV-inflation relationship. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E5, E50 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
Using Payments Data to Nowcast Macroeconomic Variables During the Onset of COVID-19 Staff working paper 2021-2 James Chapman, Ajit Desai We use retail payment data in conjunction with machine learning techniques to predict the effects of COVID-19 on the Canadian economy in near-real time. Our model yields a significant increase in macroeconomic prediction accuracy over a linear benchmark model. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting, Money and payments, Retail payments
Financial Frictions, Durable Goods and Monetary Policy Staff working paper 2019-31 Ugochi Emenogu, Leo Michelis Financial frictions affect how much consumers spend on durable and non-durable goods. Borrowers can face both loan-to-value (LTV) constraints and payment-to-income (PTI) constraints. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E44, E5, E52 Research Theme(s): Financial system, Household and business credit, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
The Secular Decline of Forecasted Interest Rates Staff analytical note 2019-1 Bruno Feunou, Jean-Sébastien Fontaine Canadian interest rates show a secular decline since the 1980s. Long-term survey-based forecasts of interest rates also declined, but less so and were more gradual. Our model-based estimates show an endpoint shifting over time in three phases: a decline between 1990 and 1995, a period of stability between 1996 and 2007, and a further decline since 2008. The current endpoint estimate remains clouded with uncertainty; this is an active area of research. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E4, E43, G, G1, G12 Research Theme(s): Financial system, Financial stability and systemic risk, Monetary policy, Monetary policy framework and transmission, Real economy and forecasting
Ambiguity, Nominal Bond Yields and Real Bond Yields Staff working paper 2018-24 Guihai Zhao Equilibrium bond-pricing models rely on inflation being bad news for future growth to generate upward-sloping nominal yield curves. We develop a model that can generate upward-sloping nominal and real yield curves by instead using ambiguity about inflation and growth. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E43, G, G0, G00, G1, G12 Research Theme(s): Financial markets and funds management, Market functioning, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
Privacy as a Public Good: A Case for Electronic Cash Staff working paper 2019-24 Rodney J. Garratt, Maarten van Oordt Cash gives users a high level of privacy when making payments, but the use of cash to make payments is declining. People increasingly use debit cards, credit cards or other methods to pay. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E42, G, G2, G28 Research Theme(s): Money and payments, Cash and bank notes, Digital assets and fintech, Retail payments
Household Risk Assessment Model Technical report No. 106 Brian Peterson, Tom Roberts Household debt can be an important source of vulnerability to the financial system. This technical report describes the Household Risk Assessment Model (HRAM) that has been developed at the Bank of Canada to stress test household balance sheets at the individual level. Content Type(s): Staff research, Technical reports JEL Code(s): C, C0, C6, C63, C65, D, D0, D1, D14 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Monetary policy, Real economy and forecasting
Asset Encumbrance, Bank Funding and Financial Fragility Staff working paper 2016-16 Kartik Anand, Prasanna Gai, James Chapman, Toni Ahnert In this piece we show that a limit on the level of asset encumbrance and minimum capital requirements are effective tools for minimizing the incentive for banks to take excessive risk. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D82, G, G0, G01, G2, G21, G28 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Financial system regulation and oversight
The Role of Intermediaries in Selection Markets: Evidence from Mortgage Lending Staff working paper 2023-12 Jason Allen, Robert Clark, Jean-François Houde, Shaoteng Li, Anna Trubnikova This paper looks at the role mortgage brokers play in helping borrowers generate quotes and qualify for credit. We find that, on average, borrowers that engage with a mortgage broker pay lower interest rates. However, in about 15% of cases, borrowers are steered towards longer amortizing mortgages than they would have chosen absent a broker. Since mortgages with longer amortization have higher total interest costs over the entire life of the mortgage, this steering is expensive. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D4, G, G2, G21, L, L2 Research Theme(s): Financial markets and funds management, Market functioning, Market structure, Financial system, Financial institutions and intermediation, Household and business credit
The Optimum Quantity of Central Bank Reserves Staff working paper 2025-15 Jonathan Witmer This paper analyzes the optimal quantity of central bank reserves in an economy where reserves and other financial assets provide liquidity benefits. Using a static model, I derive a constrained Friedman rule that characterizes the socially optimal level of reserves, demonstrating that this quantity is neither necessarily large nor small but depends on the marginal benefits of reserves relative to alternative safe assets. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E41, E42, E5, E58, G, G2, G21, G28 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Monetary policy, Monetary policy tools and implementation