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38 Results

Financial Intermediaries and the Macroeconomy: Evidence from a High-Frequency Identification

Staff Working Paper 2022-24 Pablo Ottonello, Wenting Song
What effect do financial intermediaries have on the economy? We develop a strategy to isolate the effects of financial shocks on the economy using high-frequency data. Our findings show that intermediaries have a sizeable impact on nonfinancial firms—particularly those with high default risk and low liquidity.

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.

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.

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.

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.

Characterizing the Canadian Financial Cycle with Frequency Filtering Approaches

Staff Analytical Note 2018-34 Andrew Lee-Poy
In this note, I use two multivariate frequency filtering approaches to characterize the Canadian financial cycle by capturing fluctuations in the underlying variables with respect to a long-term trend. The first approach is a dynamically weighted composite, and the second is a stochastic cycle model.

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.

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.

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.

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.
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