Grasping De(centralized) Fi(nance) Through the Lens of Economic Theory Staff working paper 2022-43 Jonathan Chiu, Charles M. Kahn, Thorsten Koeppl We analyze the value proposition and limitations of decentralized finance (DeFi). Based on a distributed ledger and smart contracts, DeFi can guarantee the execution of financial contracts, potentially lowering the costs of intermediation and improving financial inclusion. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2 Research Theme(s): Money and payments, Digital assets and fintech, Payment and financial market infrastructures
May 8, 2025 Financial Stability Report—2025 Tiff Macklem, Carolyn Rogers, Toni Gravelle, Sharon Kozicki, Rhys R. Mendes, Nicolas Vincent, Michelle Alexopoulos Canada’s financial system is resilient. Overall, households, businesses, banks and non-bank financial intermediaries successfully weathered the pandemic, a period of elevated inflation, and sharp increases in interest rates. But the trade war currently threatens the Canadian economy and poses risks to financial stability. Content Type(s): Publications, Financial Stability Report
September 30, 2013 Research Update - September 2013 This monthly newsletter features the latest research publications by Bank of Canada economists including external publications and working papers published on the Bank of Canada’s website. Content Type(s): Staff research, Research newsletters
Markov‐Switching Three‐Pass Regression Filter Staff working paper 2017-13 Pierre Guérin, Danilo Leiva-Leon, Massimiliano Marcellino We introduce a new approach for the estimation of high-dimensional factor models with regime-switching factor loadings by extending the linear three-pass regression filter to settings where parameters can vary according to Markov processes. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C22, C23, C5, C53 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Real economy and forecasting
September 9, 2005 The Evolution and Resolution of Global Imbalances Remarks David Dodge Spruce Meadows Roundtable Calgary, Alberta Today, I will talk about two types of global economic imbalances. The first relates to the way that savings and investment are being distributed across countries in an increasingly uneven way. The second is the possibility that, over the next couple of decades, the global economy might face a protracted period in which desired savings exceed planned investment, partly because of demographic trends. Content Type(s): Press, Speeches and appearances, Remarks
September 27, 2011 Managing Risks in the New Global Economic Landscape Remarks Tiff Macklem National Insurance Conference of Canada Vancouver, British Columbia Senior Deputy Governor Tiff Macklem discusses some of the challenges facing the private and public sectors as they manage risk in the new global economic landscape. Content Type(s): Press, Speeches and appearances, Remarks
Firm Inattention and the Efficacy of Monetary Policy: A Text-Based Approach Staff working paper 2022-3 Wenting Song, Samuel Stern How much attention do firms pay to macroeconomic news? Through a novel text-based measure, two facts emerge. First, attention is polarized. Most firms either never or always pay attention to economic conditions. Second, it is countercyclical. During recessions, more firms pay attention, and firms pay greater attention to macroeconomic news. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D83, E, E4, E44, E5, E52 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
The Impact of Government Debt Supply on Bond Market Liquidity: An Empirical Analysis of the Canadian Market Staff working paper 2018-35 Jeffrey Gao, Jianjian Jin, Jacob Thompson This paper finds that Government of Canada benchmark bonds tend to be more illiquid over the subsequent month when there is a large increase in government debt supply. The result is both statistically and economically significant, stronger for the long-term than the short-term sector, and is robust when other macro factors are controlled for. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D5, D53, G, G1, G12, G18, G2, G3, G32 Research Theme(s): Financial markets and funds management, Funds management, Market functioning
Characterizing Canada’s Export Sector by Industry: A Supply-Side Perspective Staff analytical note 2018-27 Taylor Webley This note examines supply-side trends in Canadian non-energy industries and their implications for export performance. Between 2002 and 2016, capital stocks and total labour input declined in many industries that export non-energy goods. These soft trends in the factors of production have likely contributed to the decline in non-energy exports in about half of the goods industries analyzed in this note. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E2, E22, E23, E24, F, F1, F19 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Digitalization and productivity, International trade, finance and competitiveness
A Barometer of Canadian Financial System Vulnerabilities Staff analytical note 2017-24 Thibaut Duprey, Tom Roberts This note presents a composite indicator of Canadian financial system vulnerabilities—the Vulnerabilities Barometer. It aims to complement the Bank of Canada’s vulnerabilities assessment by adding a quantitative and synthesized perspective to the more granular (distributional) analysis presented in the Financial System Review. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C1, C14, C4, C40, D, D1, D14, E, E3, E32, E6, E66, F, F0, F01, G, G0, G01, G1, G15, G2, G21, H, H6, H63 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk, Household and business credit, Models and tools, Econometric, statistical and computational methods