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
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
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
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 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
Understanding Trend Inflation Through the Lens of the Goods and Services Sectors Staff working paper 2020-45 Yunjong Eo, Luis Uzeda, Benjamin Wong The goods and services sectors have experienced considerably different dynamics over the past three decades. Our goal in this paper is to understand how such contrasting behaviors at the sectoral level affect the aggregate level of trend inflation dynamics. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C11, C3, C32, E, E3, E31, E5, E52 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
Model Uncertainty and Wealth Distribution Staff working paper 2019-48 Edouard Djeutem, Shaofeng Xu This paper studies the implications of model uncertainty for wealth distribution in a tractable general equilibrium model with a borrowing constraint and robustness à la Hansen and Sargent (2008). Households confront model uncertainty about the process driving the return of the risky asset, and they choose robust policies. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D3, D8, E, E2 Research Theme(s): Financial system, Household and business credit, Models and tools, Economic models, Monetary policy, Real economy and forecasting
December 11, 2012 Guidance Remarks Mark Carney CFA Society Toronto Toronto, Ontario Bank of Canada Governor Mark Carney speaks about central bank policy guidance. Content Type(s): Press, Speeches and appearances, Remarks
On the Wedge Between the PPI and CPI Inflation Indicators Staff working paper 2022-5 Shang-Jin Wei, Yinxi Xie We find that the CPI and PPI inflation indexes co-moved strongly throughout the late 20th century, but their correlation has fallen substantially since the early 2000s. We offer a structural explanation for this divergence based on the growth of global supply chains since 2000. This finding offers a unique perspective for the future design of optimal monetary policy. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E5, E52, E58, F, F1, F11, F12, F4, F41, F6, F62 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission, Structural challenges, International trade, finance and competitiveness
The Sectoral Origins of Post-Pandemic Inflation Staff working paper 2025-37 Jan David Schneider This paper quantifies the contribution of sector-specific supply and demand shocks to personal consumption expenditure (PCE) inflation. It derives identification restrictions that are consistent with a large class of dynamic stochastic general equilibrium models with production networks. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C50, E, E3, E31, E32 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures