Perceived Unemployment Risks over Business Cycles Staff working paper 2025-23 William Du, Adrian Monninger, Xincheng Qiu, Tao Wang Aggregate consumption impacts of heightened job risks during recessions can arise either from ex-ante responses to the fear of unemployment or from ex-post consumption declines due to realized income losses. We use survey-based perceptions of job risk and actual labor market transitions to quantify the relative contributions of these two channels. We further show that belief stickiness limits the extent of ex-ante insurance against job risks. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D14, E, E2, E21, E7, E71, G, G5, G51 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Real economy and forecasting, Structural challenges, Demographics and labour supply
Does Outward Foreign Investment Matter for Canadian Productivity? Evidence from Greenfield Investments Staff working paper 2018-31 Naveen Rai, Lena Suchanek, Maria Bernier This paper seeks to understand how outward foreign direct investment (FDI) affects the productivity of Canadian firms. We estimate the impact of outward greenfield investment on measures of firm-level productivity using FDI data from roughly 2,000 Canadian firms and more than 4,000 outward FDI projects over the 2003–14 period. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D2, D24, F, F2, F21, F23 Research Theme(s): Structural challenges, Digitalization and productivity, International trade, finance and competitiveness
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
Measuring the Effectiveness of Salespeople: Evidence from a Cold-Drink Market Staff working paper 2021-40 Haofeng Jin, Zhentong Lu Salespeople are widely employed in many industries. We leverage a unique data set on retail sales from a leading Chinese cold-drink manufacturer and information on the firm’s salespeople assignment rule to measure the causal effect of salespeople on product revenue. Content Type(s): Staff research, Staff working papers JEL Code(s): L, L8, L81, M, M3, M5 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply
Measuring the AI Economy Staff working paper 2026-20 Anton Korinek, Patrick McKelvey We construct a macroeconomic estimate of total AI production in the United States, combining inference and R&D/training activities with quality adjustments to account for algorithmic progress. We then develop a nascent framework for "AI GDP" that tracks the AI economy as a coherent whole, complementing traditional national accounts. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C4, C43, E, E0, E01, E2, E22, E3, E31, O, O3, O33, O4, O47 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting, Structural challenges, Digitalization and productivity
Predicting Payment Migration in Canada Staff working paper 2020-37 Anneke Kosse, Zhentong Lu, Gabriel Xerri Developments are underway to replace Canada’s two core payment systems with three new systems. We use a discrete choice model to predict migration patterns of end-users and financial institutions for future systems and discuss their policy implications. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, E, E4, E42, G, G1, G2, G28 Research Theme(s): Money and payments, Payment and financial market infrastructures, Retail payments
The Size and Characteristics of Informal (“Gig”) Work in Canada Staff analytical note 2019-6 Olena Kostyshyna, Corinne Luu Underlying wage growth has fallen short of what would be consistent with an economy operating with little or no slack. While many factors could explain this weakness, the availability of additional labour resources from informal (“gig”) work—not fully captured in standard measures of employment and hours worked—may play a role. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E2, E24, E26, J, J2, J20, J3, J30, J4 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply
Redistributive Effects of a Change in the Inflation Target Staff analytical note 2017-13 Robert Amano, Thomas J. Carter, Yaz Terajima In light of the financial crisis and its aftermath, several economists have argued that inflation-targeting central banks should reconsider the level of their inflation targets. While the appropriate level for the inflation target remains an open question, it’s important to note that any transition to a new target would entail certain costs. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E5, E52, E58 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission, Real economy and forecasting
June 11, 2009 Collateral Management in the LVTS by Canadian Financial Institutions Bank of Canada Review - Summer 2009 Chris D'Souza This article examines the incentives for banks to hold various assets on their balance sheets for use as collateral when the opportunity cost of doing so can be high. Focusing on the five-year period (2002-07) that preceded the financial crisis, it examines the choices made by financial institutions among the assets that are pledged as collateral in Canada's Large Value Transfer System. This serves as a baseline for collateral-management practices during relatively normal times. The results of this study are important for policy-makers, especially the Bank of Canada, which is concerned both about the efficient functioning of fixed-income markets and about the credit risk it ultimately bears in insuring LVTS settlement. The results suggest that relative market liquidity and market-making capacity are important factors in the choice of securities pledged as collateral in the LVTS. Content Type(s): Publications, Bank of Canada Review articles
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