March 2, 2017 Thermometer Rising—Climate Change and Canada’s Economic Future Remarks Timothy Lane Finance and Sustainability Initiative Montréal, Quebec Deputy Governor Tim Lane discusses the implications of climate change—and actions to address it—for Canada’s economy and financial system. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Financial system, Financial markets, Financial stability, Monetary policy, Economic models, Economy/Economic growth
The Canadian corporate investment gap Staff analytical note 2020-19 Chris D'Souza, Timothy Grieder, Daniel Hyun, Jonathan Witmer Business investment has been lower than expected in Canada and abroad since the financial crisis of 2007–09. This corporate investment gap is mirrored in firms’ other financing decisions, as they have increased cash holdings and dividend payments and decreased issuance of debt and equity. Content Type(s): Staff research, Staff analytical notes JEL Code(s): D, D2, D22, D9, D92, G, G3, G31, G32 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Real economy and forecasting
On the Tail Risk Premium in the Oil Market Staff working paper 2017-46 Reinhard Ellwanger This paper shows that changes in market participants’ fear of rare events implied by crude oil options contribute to oil price volatility and oil return predictability. Using 25 years of historical data, we document economically large tail risk premia that vary substantially over time and significantly forecast crude oil futures and spot returns. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C53, C58, D, D8, D84, E, E4, E44, G, G1, G12, G13, Q, Q4, Q43 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial stability and systemic risk, Monetary policy, Inflation dynamics and pressures, Structural challenges, International trade, finance and competitiveness
September 18, 2017 How Canada’s International Trade is Changing with the Times Remarks Timothy Lane Saskatoon Regional Economic Development Authority Saskatoon, Saskatchewan Deputy Governor Timothy Lane discusses the changing nature of international trade and the factors that are propelling it. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Financial system, Financial markets, Financial stability, Monetary policy, Economy/Economic growth
A Horse Race of Monetary Policy Regimes: An Experimental Investigation Staff working paper 2022-33 Olena Kostyshyna, Luba Petersen, Jing Yang How should central banks design monetary policy in stable times and during recessions? We run a horse race between five monetary policy frameworks in an experimental laboratory to assess how well the different approaches can manage the public’s expectations and stabilize the economy. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C9, D, D8, D84, E, E5, E52, E58 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission, Monetary policy tools and implementation
December 10, 2013 Assessing the Systemic Importance of Financial Institutions Financial System Review - December 2013 Éric Chouinard, Erik Ens Content Type(s): Publications, Financial System Review articles
Early signs of AI-driven adjustments in Canada’s labour market Sparks at Bank article Dany Brouillette, Tatjana Dahlhaus, Gabriela Galassi AI has the potential to reshape the labour market by automating some tasks for many workers. Even though evidence of a significant impact on the labour market remains limited, AI appears to be making it harder for some Canadians to find work in occupations that are most exposed to it. Content Type(s): Staff research, Sparks at Bank article Research Theme(s): Structural challenges, Demographics and labour supply, Digitalization and productivity
Estimating Systematic Risk Under Extremely Adverse Market Conditions Staff working paper 2016-22 Maarten van Oordt, Chen Zhou This paper considers the problem of estimating a linear model between two heavy-tailed variables if the explanatory variable has an extremely low (or high) value. We propose an estimator for the model coefficient by exploiting the tail dependence between the two variables and prove its asymptotic properties. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C14, G, G0, G01 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Econometric, statistical and computational methods
A Market-Based Approach to Reverse Stress Testing the Financial System Staff working paper 2025-32 Javier Ojea Ferreiro This article examines what market conditions lead to extreme losses in global financial systems. Using a reverse stress testing approach, it introduces two measures of systemic risk by starting from the tail losses and working backward to identify the events most closely associated with them. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C0, C02, C3, C32, C5, C58, G, G2, G21 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Financial stability and systemic risk
Bitcoin Awareness and Usage in Canada Staff working paper 2017-56 Christopher Henry, Kim Huynh, Gradon Nicholls There has been tremendous discussion of Bitcoin, digital currencies and FinTech. However, there is limited empirical evidence of Bitcoin’s adoption and usage. We propose a methodology to collect a nationally representative sample using the Bitcoin Omnibus Survey (BTCOS) to track the ubiquity and usage of Bitcoin in Canada. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C12, E, E4 Research Theme(s): Money and payments, Cash and bank notes, Digital assets and fintech