Beyond the averages: Measuring underlying wage growth using Labour Force Survey microdata Staff Analytical Note 2024-23 Fares Bounajm, Tessa Devakos, Gabriela Galassi When it comes to understanding the influence of labour costs on inflation, average wage growth is a misleading indicator because it is affected by composition effects. We propose an alternative measure that corrects for these effects by using microdata from the Labour Force Survey. Our new measure has many desirable properties, including reduced volatility and a better relationship with labour market fundamentals. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Econometric and statistical methods, Labour markets JEL Code(s): C, C3, C31, J, J2, J21, J3, J30, J31, J8, J82
Uncovering Subjective Models from Survey Expectations Staff Working Paper 2025-31 Chenyu Hou, Tao Wang This paper shows that survey expectations can be used to uncover how households subjectively think about inflation and unemployment dynamics jointly. The commonly documented "stagflation view", namely the households' tendency to associate inflation with a worse labor market, implies amplified impacts of supply shocks and dampened ones of demand shocks. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Inflation and prices, Labour markets, Monetary policy JEL Code(s): D, D8, D84, E, E2, E21, E3, E30, E32, E7, E71
How Far Can Forecasting Models Forecast? Forecast Content Horizons for Some Important Macroeconomic Variables Staff Working Paper 2007-1 John Galbraith, Greg Tkacz For stationary transformations of variables, there exists a maximum horizon beyond which forecasts can provide no more information about the variable than is present in the unconditional mean. Meteorological forecasts, typically excepting only experimental or exploratory situations, are not reported beyond this horizon; by contrast, little generally accepted information about such maximum horizons is available for economic variables. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C5, C53
October 13, 2007 Estimating the Cost of Equity for Canadian and U.S. Firms Bank of Canada Review - Autumn 2007 Lorie Zorn Financing costs are important for both firms and the economy, affecting investment decisions and, ultimately, economic growth. Despite concern among policy-makers that the cost of equity financing may be higher in Canada than in the United States, empirical evidence supporting this view is mixed. Yet Canadian firms may not undertake as many projects that could potentially enhance growth if the cost of equity financing in Canada is relatively high. The article summarizes research by Jonathan Witmer and Lorie Zorn on the influences on the cost of equity in Canada and the United States, using an updated methodology that controls for firm characteristics and aggregate-level factors. In their sample, the cost of equity was 30–50 basis points higher in Canada over 1988 to 2006 but appears to have dropped in the post-1997 period. The results have policy implications related to such factors as firm size, disclosure, and securities regulation and enforcement. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Financial markets, International topics
Easing Restrictions on the Stripping and Reconstitution of Government of Canada Bonds Staff Working Paper 1998-8 David Bolder, Serge Boisvert The Department of Finance and the Bank of Canada, as its fiscal agent, work closely with financial market participants in the management of the federal government's debt program. From the government's perspective, maintaining a liquid well-functioning market in Government of Canada securities is a key factor in ensuring that debt-service costs are minimized. It is […] Content Type(s): Staff research, Staff working papers Research Topic(s): Debt management JEL Code(s): G, G1
What Affects MFP in the Long-Run? Evidence from Canadian Industries Staff Working Paper 2008-4 Danny Leung, Yi Zheng In this paper we explore variables that may have an impact on multifactor productivity (MFP) in the long-run using the KLEMS database for Canada. We estimate a dynamic heterogeneous panel error-correction model of twelve 2-digit level industries. Content Type(s): Staff research, Staff working papers Research Topic(s): Productivity JEL Code(s): C, C2, C23, D, D2, D24, O, O3, O30
November 17, 2011 Bank of Canada Review - Autumn 2011 This issue features four articles that present research and analysis by Bank staff. The first focuses on reforming the international monetary system; the second on the role of collateral and haircut policy in central bank lending; and the third on the extraction of information from the Business Outlook Survey using principal-component analysis. The fourth reviews studies that model the counterfeiting of bank notes. Content Type(s): Publications, Bank of Canada Review
Inventories, Stockouts, and ToTEM Staff Discussion Paper 2010-8 Oleksiy Kryvtsov, Yang Zhang Inventory investment is an important component of the Canadian business cycle. Despite its small average size – less than 1 per cent of output – it exhibits volatile procyclical fluctuations, accounting for almost one-third of output variance. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Business fluctuations and cycles, Monetary policy transmission JEL Code(s): E, E3, E31, E32
August 18, 2011 Bank Balance Sheets, Deleveraging and the Transmission Mechanism Bank of Canada Review - Summer 2011 Césaire Meh The author investigates the influence of bank capital on economic activity, using a macroeconomic model that incorporates an explicit role for financial intermediation. The analysis focuses on the role of a “bank-capital channel” in propagating and amplifying monetary policy actions and other shocks. The question of whether weaker bank balance sheets make the economy more vulnerable to adverse shocks is examined, together with the impact of initiatives, such as countercyclical capital buffers, on the transmission of monetary policy and other shocks to the real economy. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Economic models, Financial institutions, Financial system regulation and policies, Monetary policy transmission
A Fresh Look at the Publication and Citation Gap Between Men and Women: Insights from Economics and Political Science Staff Working Paper 2025-13 Daniel Stockemer, Gabriela Galassi, Engi Abou-El-Kheir In recent years, significant efforts have been made to attract more women into academia and to support their careers, with the goal of increasing their representation. Content Type(s): Staff research, Staff working papers Research Topic(s): Labour markets JEL Code(s): A, A1, A14, I, I2, I23, J, J1, J16, J4, J44, J7, J71