What’s Up with Unit Non-Response in the Bank of Canada’s Business Outlook Survey? The Effect of Staff Tenure Staff discussion paper 2017-11 Sarah Miller, David Amirault, Laurent Martin Since 1997, the Bank of Canada’s regional offices have been conducting the Business Outlook Survey (BOS), a quarterly survey of business conditions. Survey responses are gathered through face-to-face, confidential consultations with a sample of private sector firms representative of the various sectors, firm sizes and regions across Canada. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C2, C21, C8, C81, D, D2, D22 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
A Q-Theory of Banks Staff working paper 2021-44 Juliane Beganau, Saki Bigio, Jeremy Majerovitz, Matías Vieyra Using stock market data on banks, we show that the book value of loans recognizes losses with a delay. This delayed accounting is important for regulation because the requirements regulators impose are based on book values. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E44, G, G2, G21, G3, G32, G33 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
Loan Insurance, Market Liquidity, and Lending Standards Staff working paper 2019-47 Toni Ahnert, Martin Kuncl We examine loan insurance—credit risk transfer upon origination—in a model in which lenders can screen, learn loan quality over time, and can sell loans. Some lenders with low screening ability insure, benefiting from higher market liquidity of insured loans while forgoing the option to exploit future information about loan quality. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G0, G01, G2, G21, G28 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Household and business credit
Weather the Storms? Hurricanes, Technology and Oil Production Staff working paper 2022-36 Johan Brannlund, Geoffrey R. Dunbar, Reinhard Ellwanger, Matthew Krutkiewicz Do technological improvements mitigate the potential damages from extreme weather events? We show that hurricanes lower offshore oil production in the Gulf of Mexico and that stronger storms have larger impacts. Regulations enacted in 1980 that required improved offshore construction standards only modestly mitigated the production losses. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C22, C23, Q, Q4, Q40, Q48, Q5, Q54 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Climate change
Potential output and the neutral rate in Canada: 2023 assessment Staff analytical note 2023-6 Julien Champagne, Christopher Hajzler, Dmitry Matveev, Harlee Melinchuk, Antoine Poulin-Moore, Galip Kemal Ozhan, Youngmin Park, Temel Taskin We expect that potential output growth will rebound from 1.4% in 2022 to 2.2% on average between 2023 and 2026. We revised down our estimates of growth over 2022–25 relative to the April 2022 assessment. The Canadian nominal neutral rate remains unchanged—in the range of 2% to 3%. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E2, E3, E4, E5 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Real economy and forecasting, Structural challenges, Demographics and labour supply
Liquidity Optimization in Gross Settlement Systems with Quantum Reordering: Application to TARGET2∗ Staff working paper 2026-32 Valerio Astuti, Adriano Baldeschi, Luca Bastianelli, Giuseppe Bruno, Riccardo Russo, Ajit Desai, Danica Marsden Building on our earlier quantum algorithm, this paper shows that reordering queued payments can significantly reduce liquidity needs. The algorithm performs well on smaller payment batches, while traditional algorithms can process larger batches and deliver greater savings. Machine learning also helps identify which payment patterns offer the greatest potential for improvement. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C6, C61, C63, C8, C83, E, E4, E42, E5, E58 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Payment and financial market infrastructures
Potential Output in Canada: 2018 Reassessment Staff analytical note 2018-10 Andrew Agopsowicz, Dany Brouillette, Bassirou Gueye, Julien McDonald-Guimond, Jeffrey Mollins, Youngmin Park This note summarizes the reassessment of potential output, conducted by the Bank of Canada for the April 2018 Monetary Policy Report. Overall, the profile for potential output growth is expected to remain flat at 1.8 per cent between 2018 and 2020 and 1.9 per cent in 2021. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E0, E00, E2, E22, E23, E24, E3, E37, E6 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply, Digitalization and productivity
November 13, 2014 Should Forward Guidance Be Backward-Looking? Bank of Canada Review - Autumn 2014 Rhys R. Mendes, Stephen Murchison When constrained by the zero lower bound, some central banks have communicated a threshold that must be met before short-term interest rates would be permitted to rise. Simulation results for Canada show that forward guidance that is conditional on achieving a price-level threshold can theoretically raise demand and inflation expectations by significantly more than unemployment thresholds. This superior performance is attributable to the fact that the price-level threshold depends on past inflation outcomes. In practice, however, history-dependent thresholds such as this might be more challenging for central banks to communicate. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): E, E5, E52, E58
March 26, 2014 Oversight Activities during 2013 under the Payment Clearing and Settlement Act This report reviews the Bank of Canada's oversight activities during 2013 and priorities for 2014 pursuant to the Payment Clearing and Settlement Act (PCSA). This annual report is intended to provide transparency and accountability regarding the Bank's activities in this area. Content Type(s): Regulatory news
A Structural Model of the Global Oil Market Staff analytical note 2019-17 Reinhard Ellwanger This note presents a structural vector autoregressive (SVAR) model of the global oil market. The model identifies four types of shocks with different economic interpretations: oil supply shocks, oil-market-specific demand shocks, storage demand shocks and shocks to global economic growth. Content Type(s): Staff research, Staff analytical notes JEL Code(s): Q, Q4, Q41, Q43 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting