February 23, 2012 Medium-Term Fluctuations in Canadian House Prices Bank of Canada Review - Winter 2011-2012 Brian Peterson, Yi Zheng This article draws on theory and empirical evidence to examine a number of factors behind movements in Canadian house prices. It begins with an overview of the movements in house prices in Canada, using regional data to highlight factors that influence prices over the long run. It then turns to the central theme, that there are medium-run movements in prices not accounted for by long-run factors. Drawing on recent Bank of Canada research, the article discusses several factors behind these medium-run movements, including interest rates, expected price appreciation and market liquidity. The article concludes by identifying areas for future research that would further our understanding of fluctuations in house prices. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): R, R2, R21, R3, R31
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
Familiarity with Crypto and Financial Concepts: Cryptoasset Owners, Non-Owners, and Gender Differences Staff working paper 2024-48 Daniela Balutel, Walter Engert, Christopher Henry, Kim Huynh, Doina Rusu, Marcel Voia Measuring cryptoasset knowledge alongside financial knowledge enhances our understanding of individuals' decisions to purchase cryptoassets. This paper uses microdata from the Bank of Canada’s Bitcoin Omnibus Survey to examine gender differences and the interrelationship between crypto and financial knowledge through an empirical joint analysis. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C8, C81, D, D1, D14, D9, D91, G, G5, G53, O, O5, O51 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Digital assets and fintech
Consumer Credit with Over-optimistic Borrowers Staff working paper 2020-57 Florian Exler, Igor Livshits, James (Jim) C. MacGee, Michèle Tertilt When lenders cannot directly identify behavioural and rational borrowers, they use type scoring to track the likelihood of a borrower’s type. This leads to the partial pooling of borrowers, which results in rational borrowers subsidizing borrowing costs for behavioural borrowers. This, in turn, reduces the effectiveness of regulatory policies that target mistakes by behavioural borrowers. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E21, E4, E49, G, G1, G18, K, K3, K35 Research Theme(s): Financial system, Financial stability and systemic risk, Financial system regulation and oversight, Household and business credit, Monetary policy, Monetary policy framework and transmission
Corporate investment and monetary policy transmission in Canada Staff analytical note 2020-26 Min Jae Kim, Jonathan Witmer Unexpected changes in interest rates lead small firms to materially change their investment rate. Large firms, in contrast, show a smaller response. This suggests both that financial conditions are an important channel for transmitting monetary policy and that firm characteristics can help us better understand fluctuations in business investment. Content Type(s): Staff research, Staff analytical notes JEL Code(s): D, D2, D22, D9, D92, G, G3, G31, G32 Research Theme(s): Financial system, Household and business credit, Monetary policy, Monetary policy framework and transmission
The COVID-19 Consumption Game-Changer: Evidence from a Large-Scale Multi-Country Survey Staff working paper 2021-57 Alexander Hodbod, Cars Hommes, Stefanie J. Huber, Isabelle Salle A multi-country consumer survey investigates why and how much households decreased their consumption in five key sectors after pandemic-related restrictions were lifted in Europe in July 2020. Beyond infection risk and precautionary saving motives, households also reported not missing some consumption items, which may indicate preference shifts and structural changes in the post-COVID-19 economy. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D12, D8, D81, D84, E, E2, E21, E6, E60, E7, E71 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
August 27, 2020 The imperative for public engagement Remarks (delivered virtually) Tiff Macklem Federal Reserve Bank of Kansas City Jackson Hole Symposium Jackson Hole, Wyoming Governor Tiff Macklem talks about the need for the Bank to be clear, relatable and understandable when it communicates with the public. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Monetary policy, Economic models, Economy/Economic growth, Inflation targeting framework
June 9, 2010 Crude Oil Futures: A Crystal Ball? Bank of Canada Review - Spring 2010 Ron Alquist, Elif Arbatli Based on recent research, this article discusses three ways that oil-futures prices can improve our understanding of current conditions and future prospects in the global market for crude oil. First, the response of the oil-futures curve can be used to identify the persistence of oil-price shocks and to obtain an indicator of the rate at which they will diminish. Second, the spread between the current futures price and the spot price of oil can be interpreted as an indicator of the precautionary demand for oil. Third, because oil-futures prices are volatile, forecasts of the future spot price of oil using futures prices should be supplemented with other information to improve their accuracy. Content Type(s): Publications, Bank of Canada Review articles
December 23, 2004 Basel II and Required Bank Capital Financial System Review - December 2004 Mark Illing, Graydon Paulin Content Type(s): Publications, Financial System Review articles
Firm-Specific Shocks and Aggregate Fluctuations Staff working paper 2016-51 Leonid Karasik, Danny Leung, Ben Tomlin In order to understand what drives aggregate fluctuations, many macroeconomic models point to aggregate shocks and discount the contribution of firm-specific shocks. Recent research from other developed countries, however, has found that aggregate fluctuations are in part driven by idiosyncratic shocks to large firms. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E22, E23, E24, E3, L, L6 Research Theme(s): Financial markets and funds management, Market structure, Monetary policy, Real economy and forecasting