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
CBDC in the Market for Payments at the Point of Sale: Equilibrium Impact and Incumbent Responses Staff working paper 2024-52 Walter Engert, Oleksandr Shcherbakov, André Stenzel We simulate introducing a central bank digital currency (CBDC) and consider consumer adoption, merchant acceptance and usage at the point of sale. Modest adoption frictions significantly inhibit CBDC market penetration along all three dimensions. Incumbent responses to restore pre-CBDC market shares are moderate to small and further reduce the impact of a CBDC. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C51, D, D1, D12, E, E4, E42, L, L1, L14, L5, L52 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Digital assets and fintech, Payment and financial market infrastructures, Retail payments
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
Consumer Cash Withdrawal Behaviour: Branch Networks and Online Financial Innovation Staff working paper 2021-28 Heng Chen, Matthew Strathearn, Marcel Voia The physical network of bank branches is important in how consumers manage their cash holdings. This paper estimates how consumer withdrawal behaviour responds to the distance they must travel to their branch. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2, G21, R, R2, R22 Research Theme(s): Money and payments, Cash and bank notes, Digital assets and fintech
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
Global Trade Flows: Revisiting the Exchange Rate Elasticities Staff working paper 2017-41 Matthieu Bussière, Guillaume Gaulier, Walter Steingress This paper contributes to the debate on the magnitude of exchange rate elasticities by providing a set of price and quantity elasticities for 51 advanced and emerging-market economies. Specifically, for each of these countries we report the elasticity of trade prices and trade quantities on both the export and on the import sides, as well as the reaction of the trade balance. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C51, F, F1, F14, F3, F31, F33, F4, F41 Research Theme(s): Financial markets and funds management, International markets and currencies, Structural challenges, International trade, finance and competitiveness
Credit Conditions, Inflation, and Unemployment Staff working paper 2025-26 Chao Gu, Janet Hua Jiang, Liang Wang We identify two channels that affect the relationship between inflation and unemployment. First, inflation lowers wages because unemployed suffer more from inflation than employed, generating a positive relationship. Second, inflation increases firms’ financing costs, generating a negative relationship. Improvements in firm financing conditions can induce the relationship to switch signs. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E24, E3, E31, E4, E44, E5, E51 Research Theme(s): Financial system, Household and business credit, Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
Changes in Monetary Regimes and the Identification of Monetary Policy Shocks: Narrative Evidence from Canada Staff working paper 2017-39 Julien Champagne, Rodrigo Sekkel We use narrative evidence along with a novel database of real-time data and forecasts from the Bank of Canada's staff economic projections from 1974 to 2015 to construct a new measure of monetary policy shocks and estimate the effects of monetary policy in Canada. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E32, E4, E43, E5, E52, E58 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Monetary policy tools and implementation, Real economy and forecasting
June 22, 2005 Estimating the Impact of Monetary Policy Surprises on Fixed-Income Markets Bank of Canada Review - Summer 2005 Jason Andreou In the interest of better understanding the impact of the Bank of Canada's policy actions on bond and bill yields, Andreou assesses the impact of policy-rate announcements on short and long bonds over the period 1996 to 2004. To aid the analysis, policy actions are decomposed into expected and surprise components. He also examines whether the introduction of fixed announcement dates (FADs) has affected these results, including markets' perceptions. The main finding is that unexpected policy actions by the Bank have a significant effect on market rates at the shorter end of the yield curve, with the effect dissipating as the maturity increases. A second finding, that the impact on longer-term interest rates of a surprise action by the Bank has diminished since the introduction of the FADs, suggests that the Bank's long-term policy goals are well understood and credible. Content Type(s): Publications, Bank of Canada Review articles
Shaping the future: Policy shocks and the GDP growth distribution Staff working paper 2021-24 Francois-Michel Boire, Thibaut Duprey, Alexander Ueberfeldt Can central bank and government policies impact the risks around the outlook for GDP growth? We find that fiscal stimulus makes strong GDP growth more likely—even more so when monetary policy is constrained—rather than weak GDP growth less likely. Thus, fiscal stimulus should accelerate the recovery phase of the COVID-19 pandemic. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, C32, C5, C53, E, E5, E52, E6, E62 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Monetary policy framework and transmission, Real economy and forecasting