Measuring Vulnerabilities in the Non-Financial Corporate Sector Using Industry- and Firm-Level Data Staff Analytical Note 2018-17 Timothy Grieder, Michal Lipsitz Aggregate non-financial corporate debt-to-GDP has been growing rapidly in recent years and is at an all-time high. This growth began in 2011 and accelerated as the oil price shock affected the Canadian economy. Content Type(s): Staff research, Staff analytical notes Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Financial stability, Monetary and financial indicators, Recent economic and financial developments, Sectoral balance sheet JEL Code(s): G, G0, G01, G3, G32
Asymmetric Risks to the Economic Outlook Arising from Financial System Vulnerabilities Staff Analytical Note 2018-6 Thibaut Duprey When financial system vulnerabilities are elevated, they can give rise to asymmetric risks to the economic outlook. To illustrate this, I consider the economic outlook presented in the Bank of Canada’s October 2017 Monetary Policy Report in the context of two key financial system vulnerabilities: high levels of household indebtedness and housing market imbalances. Content Type(s): Staff research, Staff analytical notes Topic(s): Business fluctuations and cycles, Econometric and statistical methods, Financial stability, Financial system regulation and policies, Monetary and financial indicators, Monetary policy and uncertainty, Recent economic and financial developments JEL Code(s): C, C0, C01, C1, C11, C15, E, E1, E17, E3, E32, E37, E4, E44, E47, E5, E58, E6, E66, G, G0, G01, G1, G18
Recent Evolution of Canada’s Credit-to-GDP Gap: Measurement and Interpretation Staff Analytical Note 2017-25 Timothy Grieder, Dylan Hogg, Thibaut Duprey Over the past several years, the Bank for International Settlements has noted that Canada’s credit-to-GDP gap has widened and is above thresholds indicating future banking stress. Content Type(s): Staff research, Staff analytical notes Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Financial stability, Monetary and financial indicators, Recent economic and financial developments, Sectoral balance sheet JEL Code(s): D, D1, E, E3, E32, G, G0, G01, G1, G2, G21, G3, G30
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 Topic(s): Econometric and statistical methods, Financial stability, Monetary and financial indicators 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
How to Predict Financial Stress? An Assessment of Markov Switching Models Staff Working Paper 2017-32 Benjamin Klaus, Thibaut Duprey This paper predicts phases of the financial cycle by using a continuous financial stress measure in a Markov switching framework. The debt service ratio and property market variables signal a transition to a high financial stress regime, while economic sentiment indicators provide signals for a transition to a tranquil state. Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Central bank research, Econometric and statistical methods, Financial markets, Financial stability, Financial system regulation and policies, Monetary and financial indicators JEL Code(s): C, C5, C54, G, G0, G01, G1, G15
June 28, 2017 Markets Calling: Intelligence Gathering at the Bank of Canada Remarks Lynn Patterson CFA Society Calgary Calgary, Alberta Deputy Governor Lynn Patterson discusses how the Bank gathers financial market intelligence and what it is learning. Content Type(s): Press, Speeches and appearances, Remarks Topic(s): Asset pricing, Credit and credit aggregates, Financial markets, Financial system regulation and policies, Monetary and financial indicators, Recent economic and financial developments
Dating Systemic Financial Stress Episodes in the EU Countries Staff Working Paper 2016-11 Benjamin Klaus, Tuomas Peltonen, Thibaut Duprey This paper introduces a new methodology to date systemic financial stress events in a transparent, objective and reproducible way. The financial cycle is captured by a monthly country-specific financial stress index. Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Central bank research, Econometric and statistical methods, Economic models, Financial markets, Financial stability, Financial system regulation and policies, Monetary and financial indicators JEL Code(s): C, C5, C54, G, G0, G01, G1, G15
October 27, 2015 Inflation Targeting—A Matter of Time Remarks Timothy Lane CFA Society Atlantic Canada Halifax, Nova Scotia Deputy Governor Tim Lane discusses monetary policy decision making and how the Bank assesses the underlying trend in inflation. Content Type(s): Press, Speeches and appearances, Remarks Topic(s): Econometric and statistical methods, Exchange rates, Inflation and prices, Inflation targets, Monetary and financial indicators, Monetary policy framework
February 19, 2015 Inflation, Expectations and Monetary Policy Remarks Agathe Côté Association québécoise des technologies Mont-Tremblant, Quebec Deputy Governor Agathe Côté discusses the importance of inflation expectations for monetary policy and a new survey the Bank of Canada created to monitor household expectations. Content Type(s): Press, Speeches and appearances, Remarks Topic(s): Central bank research, Credibility, Inflation and prices, Inflation targets, Monetary and financial indicators, Recent economic and financial developments
November 14, 2013 Assessing Financial System Vulnerabilities: An Early Warning Approach Bank of Canada Review - Autumn 2013 Gurnain Pasricha, Tom Roberts, Ian Christensen, Brad Howell This article focuses on a quantitative method to identify financial system vulnerabilities, specifically, an imbalance indicator model (IIM) and its application to Canada. An IIM identifies potential vulnerabilities in a financial system by comparing current economic and financial data with data from periods leading up to past episodes of financial stress. It complements other sources of information - including market intelligence and regular monitoring of the economy - that policy-makers use to assess vulnerabilities. Content Type(s): Publications, Bank of Canada Review articles Topic(s): Econometric and statistical methods, Financial stability, Monetary and financial indicators JEL Code(s): E, E6, E66, G, G0, G01