Artificial Intelligence and Financial Tail Risks Staff working paper 2026-40 Javier Ojea Ferreiro, Andrea Ugolini, Juan C. Reboredo This paper examines how market-perceived AI exposure is associated with extreme financial-sector gains and losses across five markets, using Expected Shortfall and skewness decompositions to distinguish AI-sector, macroeconomic, systemic and financial scenarios. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C58, G, G0, G01, G2, G21, G3, G32 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods, Structural challenges, Digitalization and productivity
Beyond "Looking Through": Monetary Policy Responses and Communication Under Supply-Driven Inflation Staff working paper 2026-39 Olena Kostyshyna, Luba Petersen, Jing Yang Using a controlled macroeconomic experiment, we compare monetary policy rules that differ in how much they look through inflation: a Lean-Against policy with strong response to inflation and a Look-Through policy with less strong response. We combine each rule with communication protocols that vary the information the central bank releases about its policy response. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C9, D, D8, D84, E, E5, E52, E58 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Monetary policy tools and implementation
Demand roars, supply whispers: Monetary policy and housing in Canada Staff analytical paper 2026-52 Stéphane Surprenant We examine the effects of monetary policy shocks on the Canadian housing market. Using high-frequency surprises around fixed announcement dates as an instrument in a Bayesian VAR, we estimate the responses of house prices, housing starts, building permits, resales, inventories, and mortgage purchases to a contractionary monetary policy shock. An increase in the policy rate leads to a substantial and persistent decline in average house prices. Housing starts and building permits fall, but their implied effects on the future housing stock are both slow and modest. Interpreted through the lens of market equilibrium, these results are most consistent with a stronger response of housing demand than housing supply. Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C3, C32, E, E5, E52, R, R3, R31 Research Theme(s): Monetary policy, Monetary policy framework and transmission
Stress in the Press or Stress in the Market: A New Measure of Perceived Financial Stress Staff analytical paper 2026-50 Brett Barnes, Thibaut Duprey, Fred Liu We develop a news-based measure of perceived financial stress for Canada using Globe and Mail articles since 1977. We show that news shocks primarily impact unsecured households credit, consistent with household precautionary behavior. Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C5, C55, C8, C82, E, E4, E44, G, G0, G01 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Models and tools, Econometric, statistical and computational methods
Prima: The Bank of Canada’s New Projection and Policy-Analysis Model—An Overview Staff analytical paper 2026-47 Donald Coletti, Martin Kuncl, Martin Harding, Dmitry Matveev, Tolga Özden, Yang Zhang Prima is the Bank of Canada’s new model for projection and policy analysis. It builds on the economic foundations of earlier Bank models, adding detail on how sectoral pressures affect production costs and their pass-through to consumer prices. Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C4, C43, C8, C82, E, E3, E30, E31, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
Sector-based producer price indexes: New measures of producer price pressures in Canada Staff analytical paper 2026-46 Yena Joo, Ali Rouhghalandari, Vivian Chu, Xin Ha Producer price indexes measure changes in the prices that producers receive for their outputs or that they pay for their inputs. Statistics Canada publishes a range of producer price indexes for specific products and industries. For the first time, these series have been combined into a small set of broad sectoral measures. Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C4, C43, C8, C82, E, E3, E30, E31, E37 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
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
Climate Change and Monetary Policy: Navigating Physical Risks Staff analytical paper 2026-44 Tatjana Dahlhaus Weather-related disasters can reduce output while increasing inflation, creating difficult trade-offs for monetary policy. This note reviews evidence on the macroeconomic effects of physical climate risks and uses a structural model to assess how more frequent and severe disasters could shape future monetary policy challenges. Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C6, C68, E, E1, E12, E3, E31, E5, E52, F, F4, F41, Q, Q5, Q54 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission, Structural challenges, Climate change
Segmented Inflation Dynamics (SID): Identifying Trend Inflation from the Price Index Staff analytical paper 2026-43 André Binette, Colleen Smith This note presents Segmented Inflation Dynamics (SID), a data-driven tool for assessing trend inflation. SID uses time-series segmentation to divide the price index into contiguous segments with stable inflation rates. Based on data through December 2025, SID indicates that Canada’s trend inflation has been near 2 percent since early 2024. Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C2, C22, E, E3, E31, E5, E52 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures
Tracking Heterogeneous Spending Patterns with Credit Card Microdata Staff analytical paper 2026-38 Jia Qi Xiao, Jackson Reid, Joey Daniels We present a measure of account-level credit card spending constructed using credit bureau microdata, capturing monthly spending for approximately 80% of adults in Canada. Our measure offers higher frequency than other publicly available consumption metrics, and can be disaggregated by age, geographic location and credit history. Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C5, C55, C8, C81, D, D1, D14, E, E2, E21, E3, E32, G, G5, G51 Research Theme(s): Financial system, Financial stability and systemic risk, Financial system regulation and oversight, Household and business credit, Monetary policy, Real economy and forecasting