The Case of Serial Disappointment Staff Analytical Note 2016-10 Justin-Damien Guénette, Nicholas Labelle, Martin Leduc, Lori Rennison Similar to those of other forecasters, the Bank of Canada’s forecasts of global GDP growth have shown persistent negative errors over the past five years. This is in contrast to the pre-crisis period, when errors were consistently positive as global GDP surprised to the upside. All major regions have contributed to the forecast errors observed since 2011, although the United States has been the most persistent source of notable errors. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Business fluctuations and cycles, Domestic demand and components, Economic models, International topics, Monetary policy and uncertainty, Potential output JEL Code(s): E, E2, E27, E6, E66, F, F0, F01
A Search Model of Venture Capital, Entrepreneurship, and Unemployment Staff Working Paper 2005-24 Robin Boadway, Oana Secrieru, Marianne Vigneault The authors develop a search model of venture capital in which the number of successful matches of entrepreneurs and venture capitalists (VCs) at any moment in time is a function of the number of entrepreneurs searching for funds, the number of VCs searching for entrepreneurs, and the number of vacancies posted by each VC. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Fiscal policy, Labour markets JEL Code(s): D, D8, D82, G, G1, G18, G2, G24, H, H2, H21, J, J6, J64
Making It Real: Bringing Research Models into Central Bank Projections Staff Discussion Paper 2023-29 Marc-André Gosselin, Sharon Kozicki Macroeconomic projections and risk analyses play an important role in guiding monetary policy decisions. Models are integral to this process. This paper discusses how the Bank of Canada brings research models and lessons learned from those models into the central bank projection environment. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Monetary policy JEL Code(s): C, C3, C32, C5, C51, E, E3, E37, E4, E47, E5, E52
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 Research Topic(s): Financial institutions, Financial markets, Financial system regulation and policies, Monetary policy implementation JEL Code(s): E, E4, E41, E42, E5, E58, G, G2, G21, G28
Is There a Quality Bias in the Canadian CPI? Evidence from Micro Data Staff Working Paper 2013-24 Oleksiy Kryvtsov Rising consumer prices may reflect shifts by consumers to new higher-priced products, mostly for durable and semi-durable goods. I apply Bils’ (2009) methodology to newly available Canadian consumer price data for non-shelter goods and services to estimate how price increases can be divided between quality growth and price inflation. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, Potential output JEL Code(s): E, E3, E31, M, M1, M11, O, O4, O47
The MacroFinancial Risk Assessment Framework (MFRAF), Version 2.0 Technical Report No. 111 Jose Fique This report provides a detailed technical description of the updated MacroFinancial Risk Assessment Framework (MFRAF), which replaces the version described in Gauthier, Souissi and Liu (2014) as the Bank of Canada’s stress-testing model for banks with a focus on domestic systemically important banks (D-SIBs). Content Type(s): Staff research, Technical reports Research Topic(s): Financial stability, Financial system regulation and policies JEL Code(s): C, C7, C72, E, E5, E58, G, G0, G01, G2, G21, G28
Regulatory Changes and Financial Structure: The Case of Canada Staff Working Paper 2004-26 Christian Calmès The author documents some stylized facts about the Canadian financial structure. He explores these empirical facts in the context of Canadian financial legislation and finds that, over the 1990s, Canadian businesses became more heavily dependent on financial markets as their primary source of external funding. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial services, Recent economic and financial developments JEL Code(s): G, G2, G20, G21
Some Notes on Monetary Policy Rules with Uncertainty Staff Working Paper 2003-16 Gabriel Srour The author explores the role that Taylor-type rules can play in monetary policy, given the degree of uncertainty in the economy. The optimal rule is derived from a simple infinite-horizon model of the monetary transmission mechanism, with only additive uncertainty. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy and uncertainty JEL Code(s): E, E5, E52
Are Working Hours Complements in Production? Staff Working Paper 2022-47 Lin Shao, Faisal Sohail, Emircan Yurdagul Using Canadian matched employer-employee data, we show that working hours of different workers are gross complements in production rather than perfect substitutes, as is typically assumed by macroeconomic models of production. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Labour markets JEL Code(s): E, E2, E23, J, J2, J22, J23, J3, J31
Should Central Banks Adjust Their Target Horizons in Response to House-Price Bubbles? Staff Discussion Paper 2007-4 Meenakshi Basant Roi, Rhys R. Mendes The authors investigate the implications of house-price bubbles for the optimal inflation-target horizon using a dynamic general-equilibrium model with credit frictions, house-price bubbles, and small open-economy features. They find that, given the distribution of shocks and inflation persistence over the past 25 years, the optimal target horizon for Canada tends to be at the lower […] Content Type(s): Staff research, Staff discussion papers Research Topic(s): Central bank research, Credit and credit aggregates, Economic models, Inflation targets, Monetary policy framework, Monetary policy transmission JEL Code(s): E, E4, E42, E44, E5, E52, E58, E6, E61