A Three‐Frequency Dynamic Factor Model for Nowcasting Canadian Provincial GDP Growth Staff discussion paper 2017-8 Tony Chernis, Gabriella Velasco, Calista Cheung This paper estimates a three‐frequency dynamic factor model for nowcasting Canadian provincial gross domestic product (GDP). Canadian provincial GDP is released by Statistics Canada on an annual basis only, with a significant lag (11 months). Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C5, C53, E, E3, E32, E37, R, R1, R11 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Real economy and forecasting
February 23, 2012 Household Borrowing and Spending in Canada Bank of Canada Review - Winter 2011-2012 Jeannine Bailliu, Katya Kartashova, Césaire Meh Understanding how much of the increased debt load of Canadian households has been used to finance household spending on consumption and home renovation is important for the conduct of monetary policy. In this article, the authors use a comprehensive data set that provides information on the uses of debt by Canadian households. They first present some facts regarding the evolution of Canadian household debt over the period from 1999 to 2010, emphasizing the increased importance of debt flows that are secured by housing. They then explore how Canadian households have used their borrowed funds over the same period, and assess the role of these borrowed funds in financing total consumption and spending on home renovation. Finally, they examine the possible effects of a decline in house prices on consumption when housing equity is used as collateral against household indebtedness. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): E, E2, E21, E5, E51, H, H3, H31
May 16, 2016 Monetary Policy Frameworks: Recent International Developments Bank of Canada Review - Spring 2016 Robert Fay, Kristina Hess Inflation-targeting frameworks have remained relatively stable over the past few years despite significant challenges, including prolonged low inflation, a large negative commodity price shock and rising financial stability concerns in some economies. The tools used by central banks have, however, evolved substantially. This article provides a survey of the developments in the inflation-targeting frameworks of 10 central banks in advanced economies that correspond to the three research areas of the Bank of Canada’s 2016 renewal: the level of the inflation target, the measurement of core inflation and financial stability considerations in the formulation of monetary policy. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): E, E5, E52, E58
June 8, 2023 Economic progress report: Are we entering a new era of higher interest rates? Remarks Paul Beaudry Greater Victoria Chamber of Commerce Victoria, British Columbia Deputy Governor Paul Beaudry discusses the latest interest rate decision and suggests reasons why longer-term interest rates could remain higher than they were before the pandemic. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Monetary policy, Economy/Economic growth, Inflation, Inflation targeting framework
December 13, 2007 Central Bank Performance under Inflation Targeting Bank of Canada Review - Winter 2007-2008 Marc-André Gosselin Gosselin examines and reports on the various factors that contribute to successful inflation targeting. Using a panel of 21 inflation-targeting countries over the period 1990Q1-2007Q2, Gosselin finds that the ability of central banks to hit their targets varies considerably. Some of these differences can be explained by exchange rate fluctuations, fiscal deficits, and differences in financial development. Others are explained by differences in the targeting framework itself and the manner in which it is implemented. Content Type(s): Publications, Bank of Canada Review articles
Non-homothetic Preferences and the Demand Channel of Inflation Staff working paper 2025-30 Stephen Murchison An alternative to the standard CES aggregator, based on non-homothetic household preferences, is proposed. Specifically, the elasticity of substitution between goods declines during periods of strong per-capita consumption and vice versa, giving firms an incentive to adjust their desired markup in response to the state of demand. Empirical evidence favouring a direct role for per-capita consumption demand in inflation determination for Canada is presented. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E27, E5, E52, Q, Q4, Q43, Q5, Q58 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures
Inflation vs Inclusion: Stabilization Policy in the Wake of the Pandemic Staff working paper 2026-13 Felipe Alves, Giovanni L. Violante As the economy emerges from a crisis, macroeconomic policy confronts a dilemma: a protracted stimulus can foster a more inclusive labor market recovery, yet risks igniting inflation that ultimately undermines workers’ welfare through real income erosion. This tension amplifies in the presence of the ZLB and aggregate capacity constraints. We embed this insight into a quantitative model of the US economy. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E21, E24, E3, E31, E32, E5, E52, J, J2, J24, J6, J64 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
The Evolution of the Chinese Housing Market and Its Impact on Base Metal Prices Staff discussion paper 2016-7 Mark Kruger, Kun Mo, Benjamin Sawatzky The Chinese housing market has grown rapidly following its liberalization in the 1990s, generating significant economic activity and demand for base metals. In this paper, we discuss the evolution of the Chinese housing market and quantify its importance for the overall Chinese economy and its linkages to base metal prices. Content Type(s): Staff research, Staff discussion papers JEL Code(s): Q, Q3, Q31, R, R3, R31 Research Theme(s): Financial markets and funds management, Market functioning, Monetary policy, Real economy and forecasting, Structural challenges, International trade, finance and competitiveness
November 18, 2010 Financial Stress, Monetary Policy, and Economic Activity Bank of Canada Review - Autumn 2010 Fuchun Li, Pierre St-Amant The recent global crisis was characterized by a remarkable intensity in the negative feedback process between financial sector developments and the real economy. Content Type(s): Publications, Bank of Canada Review articles
May 21, 2004 Are Wealth Effects Important for Canada? Bank of Canada Review - Spring 2004 Lise Pichette Some analysts believe that a sharp rise in equity values was an important factor in the strong consumer spending between 1995 and 2000. Empirical evidence suggests, however, that consumer spending responds more to changes in housing wealth than it does to equity wealth. Content Type(s): Publications, Bank of Canada Review articles