Financial Shocks and the Output Growth Distribution Staff Working Paper 2025-25 Francois-Michel Boire, Thibaut Duprey, Alexander Ueberfeldt This paper studies how financial shocks shape the distribution of output growth by introducing a quantile-augmented vector autoregression (QAVAR), which integrates quantile regressions into a structural VAR framework. The QAVAR preserves standard shock identification while delivering flexible, nonparametric forecasts of conditional moments and tail risk measures for gross domestic product. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Econometric and statistical methods, Financial markets, Financial stability, Monetary and financial indicators JEL Code(s): C, C3, C32, C5, C53, E, E3, E32, E4, E44, G, G0, G01
November 9, 2023 Getting used to higher interest rates Speech summary Carolyn Rogers Advocis Vancouver Vancouver, British Columbia Senior Deputy Governor Carolyn Rogers talks about why interest rates could settle at a higher level than Canadians are used to and why preparing early for that possible outcome is important. Content Type(s): Press, Speeches and appearances, Speech summaries Research Topic(s): Credit risk management, Financial institutions, Financial markets, Financial stability, Firm dynamics, Interest rates, Monetary and financial indicators, Recent economic and financial developments
November 9, 2023 Financial stability in a world of higher interest rates Remarks Carolyn Rogers Advocis Vancouver Vancouver, British Columbia Senior Deputy Governor Carolyn Rogers talks about financial stability in an era of higher interest rates. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Credit risk management, Financial institutions, Financial markets, Financial stability, Firm dynamics, Interest rates, Monetary and financial indicators, Recent economic and financial developments
November 22, 2022 Tracking the financial vulnerabilities of households and the housing market The Bank of Canada is publishing a new set of indicators of financial vulnerabilities. This will allow households, the private sector, financial authorities and governments to better understand and monitor the evolution of two key vulnerabilities in the financial system: the elevated level of household indebtedness and high house prices. Content Type(s): Publications, Financial System Hub articles Research Topic(s): Credit and credit aggregates, Financial stability, Housing, Monetary and financial indicators, Recent economic and financial developments, Sectoral balance sheet JEL Code(s): D, D1, D14, D8, D84, E, E5, G, G2, G21, R, R2, R21
Income Inequality in Canada Staff Discussion Paper 2022-16 Sarah Burkinshaw, Yaz Terajima, Carolyn A. Wilkins Data show that income inequality in Canada increased substantially during the 1980s and first half of the 1990s but has been relatively stable over the past 25 years. This increase was felt mainly by low-income earners and younger people, while older people benefited from higher retirement income. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Central bank research, Labour markets, Monetary and financial indicators JEL Code(s): D, D3, D31, D6, D63, I, I2, I24, I3, I32, J, J3, J31, J32, N, N3, N32
Financial Intermediaries and the Macroeconomy: Evidence from a High-Frequency Identification Staff Working Paper 2022-24 Pablo Ottonello, Wenting Song We provide empirical evidence of effects to the aggregate economy from surprises about financial intermediaries’ net worth based on a high-frequency identification strategy. We estimate that news of a 1% decline in intermediaries’ net worth leads to a 0.2%–0.4% decrease in the market value of nonfinancial firms. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Business fluctuations and cycles, Credit and credit aggregates, Financial institutions, Financial markets, Financial system regulation and policies, Monetary and financial indicators JEL Code(s): E, E3, E32, E4, E44, E5, E51, G, G0, G01, G1, G12, G2, G21, G23, G24, G3, G32
Canadian Financial Stress and Macroeconomic Conditions Staff Discussion Paper 2020-4 Thibaut Duprey Severe disruptions in the financial markets, as observed during the 2008 global financial crisis or the COVID-19 pandemic, can impair the stability of the entire financial system and worsen macroeconomic downturns. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Central bank research, Coronavirus disease (COVID-19), Financial markets, Financial stability, Monetary and financial indicators JEL Code(s): C, C3, C32, E, E4, E44, G, G0, G01
Assessment of Liquidity Creation in the Canadian Banking System Staff Analytical Note 2019-30 Annika Gnann, Sahika Kaya Liquidity creation is a fundamental function of banks. It provides the public with easy access to funds. These funds are important because they allow households and businesses to consume and invest. In this note, we measure liquidity creation by Canadian financial institutions from the first quarter of 2012 to the second quarter of 2019, using a methodology suggested by Berger and Bouwman (2009) and known as the BB measure. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Financial institutions, Financial stability, Monetary and financial indicators JEL Code(s): G, G2, G21, G28, G3, G32
Measuring Non-Financial Corporate Sector Vulnerabilities in Canada Staff Analytical Note 2019-15 Timothy Grieder, Claire Schaffter The ratio of non-financial corporate debt to gross domestic product in Canada has increased noticeably in recent years and is currently at an all-time high. In light of this development, we use a unique firm-level dataset to construct vulnerability indicators for the non-financial corporate sector in Canada. Content Type(s): Staff research, Staff analytical notes Research 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
Assessing Vulnerabilities in Emerging-Market Economies Staff Discussion Paper 2018-13 Tatjana Dahlhaus, Alexander Lam This paper introduces a new tool to monitor economic and financial vulnerabilities in emerging-market economies. We obtain vulnerability indexes for several early warning indicators covering 26 emerging markets from 1990 to 2017 and use them to monitor the evolution of vulnerabilities before, during and after an economic or financial crisis. Content Type(s): Staff research, Staff discussion papers Research Topic(s): International topics, Monetary and financial indicators, Recent economic and financial developments JEL Code(s): C, C8, C82, F, F3, F34, G, G0, G01, G1, G15