Firm Heterogeneity and Adverse Selection in External Finance: Micro Evidence and Macro Implications Staff working paper 2025-20 Xing Guo, Pablo Ottonello, Thomas Winberry, Toni Whited We develop a heterogeneous firm macro model with private information and quantify the aggregate relevance of asymmetric information. We find that a spike in private information account for 40% of the decline in aggregate investment during the 2007-2009 financial crisis and made monetary stimulus significantly less effective. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D82, E, E2, E22, E3, E32, E5, E52, G, G3, G30 Research Theme(s): Financial system, Financial institutions and intermediation, Household and business credit, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
December 10, 2014 Exchange-Traded Funds: Evolution of Benefits, Vulnerabilities and Risks Financial System Review - December 2014 Ian Foucher, Kyle Gray Ian Foucher and Kyle Gray explain the different types of exchange-traded funds (ETFs), which present both benefits and risks for investors. They discuss ways in which the risk characteristics of certain ETF products could have broader implications for the financial system, and describe the evolution of ETF market structure and regulation in different jurisdictions as authorities try to mitigate risks related to ETFs. Content Type(s): Publications, Financial System Review articles JEL Code(s): G, G1, G14, G18, G2, G20
December 8, 1994 Some macroeconomic implications of rising levels of government debt Bank of Canada Review - Winter 1994-1995 Tiff Macklem The level of government debt in Canada relative to gross domestic product has risen steadily since the mid-1970s. Canada has not been alone in experiencing rising government indebtedness, but in comparison to other countries, Canada's debt load is now distinctly on the high side. The author reviews some of the effects of rising government debt levels on macroeconomic performance and provides some calculations aimed at illustrating their possible long-run impact on the Canadian economy. His analysis, which is based on a model of the Canadian economy used at the Bank of Canada, suggests that higher levels of government debt reduce both the level of output and the share of output that is available for domestic consumption. The central policy implication is that there are substantial benefits to halting the rise in government debt and thus preventing further erosion of consumption opportunities. Content Type(s): Publications, Bank of Canada Review articles
December 6, 2006 The Art and Design of Canadian Bank Notes This volume offers readers a behind-the-scenes look at the demanding world of bank note design, highlighting the beauty of Canada's bank notes and celebrating the engraver's art. Soft cover, 124 pages (2006). Content Type(s): Publications, Books and monographs, Souvenir books
June 13, 2025 Bank of Canada Disclosure of Climate-Related Risks 2024 This report lays out elements of the Bank’s strategy related to climate change and details how the issue will be managed holistically across the organization, following the recommendations of the Financial Stability Board’s Task Force on Climate-related Financial Disclosures. Content Type(s): Publications, Disclosure of Climate-Related Risks
United in Booms, Divided in Busts: Regional House Price Cycles and Monetary Policy Staff working paper 2025-36 Ulrich Roschitsch, Hannes Twieling This paper shows that regional disparities in house price growth are more pronounced during house price busts than during booms. To explain this observation we construct a two-region currency union model incorporating a housing sector and extrapolative belief updating regarding house prices. To solve the model, we propose a new method that efficiently handles extrapolative belief updating in a wide class of structural models. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E32, E5, E52, F, F4, F45 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Real economy and forecasting
May 9, 1996 The role of inventory management in Canadian economic fluctuations Bank of Canada Review - Spring 1996 Hung-Hay Lau Swings in inventory investment have traditionally played a major role in Canadian business cycles. However, advances in inventory-control techniques and the reduced uncertainty associated with lower inflation have enabled firms to manage their inventories much more tightly and effectively. This article examines recent developments in the management of non-farm business inventories in Canada at both the aggregate and the sectoral level and looks at implications for the role of inventories as a source of economic fluctuation. Content Type(s): Publications, Bank of Canada Review articles
Trading for Bailouts Staff working paper 2020-23 Toni Ahnert, Caio Machado, Ana Elisa Pereira In times of high uncertainty, governments often implement interventions such as bailouts to financial institutions. To use public resources efficiently and to avoid major spillovers to the rest of the economy, policy-makers try to identify which institutions should receive assistance. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D83, G, G1, G12, G14, G18 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Financial system regulation and oversight
Survey of Indigenous Firms: A Snapshot of Wages, Prices and Financing in the Indigenous Business Sector in Canada Staff discussion paper 2024-4 Calista Cheung, James Fudurich, Janki Shah, Farrukh Suvankulov What sources of financing do Indigenous-owned businesses in Canada use, and what are their expectations about prices, wages and inflation? We find Indigenous-owned firms are significantly less reliant on financial institutions as sources of financing compared with non-Indigenous firms. We also find Indigenous-owned firms have higher inflation expectations and weaker wage-growth expectations. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C8, C83, D, D0, G, G3, G38, J, J1, J15 Research Theme(s): Financial system, Household and business credit, Monetary policy, Inflation dynamics and pressures, Structural challenges, Demographics and labour supply
Consumer Search, Productivity Heterogeneity, Prices, Markups, and Pass-through: Theory and Estimation Staff working paper 2024-50 Alex Chernoff, Allen Head, Beverly Lapham We develop and estimate a search model in which identical consumers trade with price-setting firms that differ in productivity. We use the estimated model to characterize the qualitative and quantitative differences in prices and markups across firms. We explore how individual firms respond to changes in cost and demand and how they pass these through to their prices and markup. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, L, L1, L16 Research Theme(s): Financial markets and funds management, Market functioning, Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures