House Prices, Consumption and the Role of Non-Mortgage Debt Staff Working Paper 2013-2 Katya Kartashova, Ben Tomlin This paper examines the relationship between house prices and consumption, through the use of debt. Using unique Canadian household-level data that reports the uses of debt, we begin by looking at the relationship between house prices and debt. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Domestic demand and components JEL Code(s): D, D1, D10, D14, D3, D31, E, E2, E21
March 12, 2012 Promoting Growth, Mitigating Cycles and Inequality: The Role of Price and Financial Stability Remarks Tiff Macklem Brazil-Canada Chamber of Commerce São Paulo, Brazil Senior Deputy Governor Tiff Macklem discusses how price and financial stability help promote growth and mitigate economic cycles and inequality. Content Type(s): Press, Speeches and appearances, Remarks
Machine learning for economics research: when, what and how Staff Analytical Note 2023-16 Ajit Desai This article reviews selected papers that use machine learning for economics research and policy analysis. Our review highlights when machine learning is used in economics, the commonly preferred models and how those models are used. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Central bank research, Econometric and statistical methods, Economic models JEL Code(s): A, A1, A10, B, B2, B23, C, C4, C45, C5, C55
Fiscal and Monetary Stabilization Policy at the Zero Lower Bound: Consequences of Limited Foresight Staff Working Paper 2021-51 Michael Woodford, Yinxi Xie How do outcomes of monetary and fiscal stabilization policies at the zero lower bound change when decision makers have finite planning horizons in the economy? We explore the effects of limited foresight on policy tools and the interaction between monetary and fiscal policy. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Central bank research, Fiscal policy, Monetary policy JEL Code(s): E, E5, E52, E6, E63, E7
Is Climate Transition Risk Priced into Corporate Credit Risk? Evidence from Credit Default Swaps Staff Working Paper 2023-38 Andrea Ugolini, Juan C. Reboredo, Javier Ojea Ferreiro We study whether the credit derivatives of firms reflect the risk from climate transition. We find that climate transition risk has asymmetric and significant economic impacts on the credit risk of more vulnerable firms, and negligible effects on other firms. Content Type(s): Staff research, Staff working papers Research Topic(s): Climate change, Credit risk management, Econometric and statistical methods JEL Code(s): C, C2, C24, G, G1, G12, G3, G32, Q, Q5, Q54
Examining the Links Between Firm Performance and Insolvency Staff Discussion Paper 2025-10 Dylan Hogg, Hossein Hosseini Jebeli Assessing insolvency dynamics is essential for evaluating the financial health of non-financial corporations and mitigating macroeconomic and financial stability risks. This study leverages a newly created Statistics Canada dataset linking insolvency records with firm-level financial data to develop a robust framework for monitoring insolvency risk Content Type(s): Staff research, Staff discussion papers Research Topic(s): Credit and credit aggregates, Econometric and statistical methods, Financial stability, Firm dynamics JEL Code(s): D, D2, D22, G, G3, G33, L, L2, L20
Labour Markets, Liquidity, and Monetary Policy Regimes Staff Working Paper 2002-32 David Andolfatto, Scott Hendry, Kevin Moran We develop an equilibrium model of the monetary policy transmission mechanism that highlights information frictions in the market for money and search frictions in the market for labour. Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy and uncertainty, Monetary policy transmission JEL Code(s): E, E4, E5
Poignée de main invisible et persistance des cycles économiques : une revue de la littérature Staff Working Paper 2003-40 Christian Calmès The author explains how self-enforcing labour contracts can enhance the performance of macroeconomic models. He exposes the benefits of using these dynamic contracts to account for some puzzling macroeconomic facts regarding the dynamics and persistence of employment, consumption and output. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): E, E1, E12, E4, E49, J, J3, J30, J31, J4, J41
November 16, 2017 An Update on the Neutral Rate of Interest Bank of Canada Review - Autumn 2017 José Dorich, Abeer Reza, Subrata Sarker The neutral rate serves as a benchmark for measuring monetary stimulus and provides a medium- to long-run anchor for the real policy rate. Global neutral rate estimates have been falling over the past few decades. Factors such as population aging, high corporate savings, and low trend productivity growth are likely to continue supporting a low global neutral rate. These global factors as well as domestic factors are exerting downward pres-sure on the Canadian real neutral rate, which is estimated to be between 0.5 to 1.5 per cent. This low neutral rate has important implications for monetary policy and financial stability. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Interest rates, International topics, Potential output, Recent economic and financial developments JEL Code(s): E, E4, E43, E5, E52, E58, F, F0, F01, F4, F43, O, O4
Search-for-Yield in Canadian Fixed-Income Mutual Funds and Monetary Policy Staff Working Paper 2014-3 Sermin Gungor, Jesus Sierra This paper investigates the effects of monetary policy on the risk-taking behavior of fixed-income mutual funds in Canada. We consider different measures of the stance of monetary policy and investigate active variation in mutual funds’ risk exposure in response to monetary policy. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Monetary policy transmission JEL Code(s): E, E5, E52, G, G2, G23