Understanding DeFi Through the Lens of a Production-Network Model Staff working paper 2023-42 Jonathan Chiu, Thorsten Koeppl, Hanna Yu, Shengxing Zhang We develop a production-network model to capture how decentralized finance (DeFi) has evolved across different sectors of financial services. The model allows us to measure the value added by different DeFi sectors and to study how the connections across the sectors influence token prices. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2 Research Theme(s): Models and tools, Economic models, Money and payments, Digital assets and fintech
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
Applying the Wage-Common to Canadian Provinces Staff analytical note 2018-16 Jonathan Lachaine As at the national level, available sources of hourly wage data for Canadian provinces sometimes send conflicting signals about wage growth. This note has two objectives. First, we develop a common measure of provincial wages (the provincial wage-common) to better capture the underlying wage pressures, reflecting the overall trend across all data sources. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C3, C38, J, J3 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures, Structural challenges, Demographics and labour supply
Uncovered Return Parity: Equity Returns and Currency Returns Staff working paper 2018-22 Edouard Djeutem, Geoffrey R. Dunbar We propose an uncovered expected returns parity (URP) condition for the bilateral spot exchange rate. URP implies that unilateral exchange rate equations are misspecified and that equity returns also affect exchange rates. Fama regressions provide evidence that URP is statistically preferred to uncovered interest rate parity (UIP) for nominal bilateral exchange rates between the US dollar and six countries (Australia, Canada, Japan, Norway, Switzerland and the UK) at the monthly frequency. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E43, F, F3, F31, G, G1, G15 Research Theme(s): Financial markets and funds management, International markets and currencies, Market functioning, Market structure, Models and tools, Economic models
Stablecoins and Their Risks to Financial Stability Staff discussion paper 2022-20 Cameron MacDonald, Laura Zhao What risks could stablecoins pose to the financial system? We argue that the stabilization mechanisms of stablecoins give rise to the risk of confidence runs, which can propagate to broader cryptoasset markets and the traditional financial sector. We also argue that stablecoins can contribute to financial stability risks by facilitating the buildup of leverage and liquidity mismatch in decentralized finance. Such risks cannot be addressed by ensuring the price stability of stablecoins alone. Finally, we explore the potential implications of stablecoins for the current system of bank-intermediated credit and for monetary policy. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E4, E42, E44, E5, E58, G, G2, G23 Research Theme(s): Financial system, Financial stability and systemic risk, Money and payments, Digital assets and fintech
Assessing the Predictive Ability of Sovereign Default Risk on Exchange Rate Returns Staff working paper 2017-19 Claudia Foroni, Francesco Ravazzolo, Barbara Sadaba Increased sovereign credit risk is often associated with sharp currency movements. Therefore, expectations of the probability of a sovereign default event can convey important information regarding future movements of exchange rates. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C22, C5, C52, C53, F, F3, F31 Research Theme(s): Financial markets and funds management, International markets and currencies, Models and tools, Econometric, statistical and computational methods
May 29, 2019 Quarterly Financial Report - First Quarter 2019 Quarterly Financial Report - First Quarter 2019 - For the period ended 31 March 2019 Content Type(s): Publications, Quarterly Financial Report
May 14, 2020 Financial System Review—2020 This issue of the Financial System Review focuses on the impact of COVID 19. The pandemic presents an unprecedented shock to the Canadian economy. This report identifies the effects on the Canadian financial system and explains how recent actions by the Bank and other policy-makers are helping to manage them. It further describes how a resilient financial system can help households and businesses smooth the effects of the COVID-19 shock and prepare for a robust recovery. Content Type(s): Publications, Financial Stability Report
Extending the Labour Market Indicator to the Canadian Provinces Staff discussion paper 2016-2 Alexander Fritsche, Katherine Ragan Calculating the labour market indicator (LMI) at the provincial level provides useful insights into Canada’s regional economies and reveals differing trends in the state of underlying labour market conditions across provinces. Conclusions based on the Canadian LMI do not necessarily translate to the provinces. In most cases, the correlations between the provincial LMIs and the underlying labour market variables have the expected sign. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E2, E24, E27, J, J2, J21, J23 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply
Cash and COVID-19: The Effects of Lifting Containment Measures on Cash Demand and Use Staff discussion paper 2021-3 Heng Chen, Walter Engert, Kim Huynh, Gradon Nicholls, Julia Zhu Using Bank Note Distribution System data on the demand for cash up to September 2020, we find that demand was strong. This is true even though cash use for payments declined early in the pandemic. When mobility restrictions and lockdown measures were eased, cash use for payments increased sharply but remained less popular than electronic methods of payment. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C1, C12, C9, E, E4, O, O5, O54 Research Theme(s): Money and payments, Cash and bank notes, Retail payments