October 19, 2020 Backgrounder on the Business Outlook Survey question on wage growth Starting with the 2020 autumn survey, the results from a question on labour cost growth are being included in the Business Outlook Survey. This document describes the question and presents the correlations between the responses and various measures of wages and employment. Content Type(s): Background materials
Understanding the Cash Demand Puzzle Staff Working Paper 2014-22 Janet Hua Jiang, Enchuan Shao We develop a model to explain a puzzling trend in cash demand in recent years: the value of bank notes in circulation as a percentage of GDP has remained stable despite decreasing cash usage at points of sale owing to competition from alternative means of payment such as credit cards. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Credit and credit aggregates, Digital currencies and fintech JEL Code(s): E, E4, E41, E5, E51
June 17, 2008 A Tool for Assessing Financial Vulnerabilities in the Household Sector Bank of Canada Review - Summer 2008 Shubhasis Dey, Ramdane Djoudad, Yaz Terajima In this article, the authors build on the framework used in the Bank of Canada's Financial System Review to assess the evolution of household indebtedness and financial vulnerabilities in response to changing economic conditions. To achieve this, they first compare two microdata sets generated by Ipsos Reid's Canadian Financial Monitor and Statistics Canada's Survey of Financial Security. They find that the surveys are broadly comparable, despite methodological differences. This enables them to use the combined information content for the identification of the threshold value of the debt-service ratio (DSR). The article then presents an innovative framework that uses household-level microdata to simulate changes in the distribution of the DSR under various stress scenarios. The authors show how this framework can be used by analyzing the effects of two different scenarios on the distribution of the debt-service ratio and the impact on vulnerable households. This tool will enable researchers to refine their analyses of current risks to the financial health of Canadian households. The article concludes with comments on future directions for refining the Bank's analyses of household sector risk. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Econometric and statistical methods, Economic models, Financial stability
Inflation Expectations and Learning about Monetary Policy Staff Working Paper 2002-30 David Andolfatto, Scott Hendry, Kevin Moran Various measures indicate that inflation expectations evolve sluggishly relative to actual inflation. In addition, they often fail conventional tests of unbiasedness. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): E, E4, E47, E5, E52, E58
Forecasting Short-Term Real GDP Growth in the Euro Area and Japan Using Unrestricted MIDAS Regressions Staff Discussion Paper 2014-3 Maxime Leboeuf, Louis Morel In this paper, the authors develop a new tool to improve the short-term forecasting of real GDP growth in the euro area and Japan. This new tool, which uses unrestricted mixed-data sampling (U-MIDAS) regressions, allows an evaluation of the usefulness of a wide range of indicators in predicting short-term real GDP growth. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C50, C53, E, E3, E37, E4, E47
January 25, 2012 Housing Market Cycles and Duration Dependence in the United States and Canada Financial System Review - December 2007 Rose Cunningham, Ilan Kolet Content Type(s): Publications, Financial System Review articles
The Role of Central Banks in Promoting Financial Stability: An International Perspective Staff Discussion Paper 2016-15 Rose Cunningham, Christian Friedrich The 2007–09 global financial crisis has led policy-makers around the world, including central banks, to refocus their efforts to promote financial stability. As part of this process, central banks became quite active in supporting financial stability in a variety of ways, such as publicly sharing their assessments of financial system vulnerabilities and risks and helping to strengthen regulation, supervision and macroprudential measures. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial stability, Financial system regulation and policies JEL Code(s): E, E5, G, G0, G01, G2, G28
The Equity Premium and the Volatility Spread: The Role of Risk-Neutral Skewness Staff Working Paper 2009-20 Bruno Feunou, Jean-Sébastien Fontaine, Roméo Tedongap We introduce the Homoscedastic Gamma [HG] model where the distribution of returns is characterized by its mean, variance and an independent skewness parameter under both measures. The model predicts that the spread between historical and risk-neutral volatilities is a function of the risk premium and of skewness. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets JEL Code(s): G, G1, G12, G13
December 23, 2004 Financial System Review - December 2004 The Canadian financial system comprises financial markets, financial institutions, and the clearing and settlement systems. Content Type(s): Publications, Financial Stability Report
Tracking Canadian Trend Productivity: A Dynamic Factor Model with Markov Switching Staff Discussion Paper 2007-12 Michael Dolega The author attempts to track Canadian labour productivity over the past four decades using a multivariate dynamic factor model that, in addition to the labour productivity series, includes aggregate compensation and consumption information. Productivity is assumed to switch between two regimes (the high-growth state and the low-growth state) with different trend growth rates according to […] Content Type(s): Staff research, Staff discussion papers Research Topic(s): Productivity JEL Code(s): C, C3, C32, O, O4, O5, O51