Intermediary Market Power and Capital Constraints Staff working paper 2023-51 Jason Allen, Milena Wittwer We examine how intermediary capitalization affects asset prices in a framework that allows for intermediary market power. We introduce a model in which capital-constrained intermediaries buy or trade an asset in an imperfectly competitive market, and we show that weaker capital constraints lead to both higher prices and intermediary markups. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D4, D40, D44, G, G1, G12, G18, G2, G20, L, L1, L10 Research Theme(s): Financial markets and funds management, Funds management, Market functioning, Market structure, Financial system, Financial institutions and intermediation
Predicting Changes in Canadian Housing Markets with Machine Learning Staff discussion paper 2023-21 Johan Brannlund, Helen Lao, Maureen MacIsaac, Jing Yang We apply two machine learning algorithms to forecast monthly growth of house prices and existing homes sales in Canada. Although the algorithms can sometimes outperform a linear model, the improvement in forecast accuracy is not always statistically significant. Content Type(s): Staff research, Staff discussion papers JEL Code(s): A, C, C4, C45, C5, C53, D, D2, R, R2, R3 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
Flagship Entry in Online Marketplaces Staff working paper 2023-41 Ginger Zhe Jin, Zhentong Lu, Xiaolu Zhou, Lu Fang In this paper, we empirically study how flagship entry in an online marketplace affects consumers, the platform, and various sellers on the platform. We find flagship entry may benefit consumers by expanding the choice set, by intensifying price competition within the entry brand, and by improving consumer perception for parts of the platform. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D4, L, L1, L8 Research Theme(s): Financial markets and funds management, Market structure, Structural challenges, Digitalization and productivity
The contribution of firm profits to the recent rise in inflation Staff analytical note 2023-12 Panagiotis Bouras, Christian Bustamante, Xing Guo, Jacob Short We measure the contribution to inflation from the growth in markups of Canadian firms. The dynamics of inflation and markups suggest that changes in markups could account for less than one-tenth of inflation in 2021. Further, they suggest that peak inflation was driven primarily by changes in the costs of firms. Content Type(s): Staff research, Staff analytical notes JEL Code(s): D, D2, D22, D4, E, E3, E31, L, L1, L11 Research Theme(s): Financial markets and funds management, Market functioning, Monetary policy, Inflation dynamics and pressures
Do hedge funds support liquidity in the Government of Canada bond market? Staff analytical note 2023-11 Jabir Sandhu, Rishi Vala While Government of Canada bond transactions of hedge funds are typically in the opposite direction to those of other market participants, during the peak period of market turmoil in March 2020, hedge funds sold these bonds, just as other market participants did. This shows that hedge funds can at times contribute to one-sided markets and amplify declines in market liquidity. Content Type(s): Staff research, Staff analytical notes JEL Code(s): D, D4, D47, D5, D53, G, G1, G12, G14, G2, G23 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Financial stability and systemic risk
Estimating the Slope of the Demand Function at Auctions for Government of Canada Bonds Staff discussion paper 2023-12 Bo Young Chang We use bid data from Government of Canada bond auctions between 1999 and 2021 to gauge the yield sensitivity of these bonds to the issuance amount. Our new metric estimates the demand function of the bidders at each auction and offers insights into the relationship between supply and yield of government bonds. Content Type(s): Staff research, Staff discussion papers JEL Code(s): D, D4, D44, G, G1, G12 Research Theme(s): Financial markets and funds management, Funds management, Market functioning
Why Consumers Disagree About Future Inflation Staff discussion paper 2023-11 Naveen Rai, Patrick Sabourin Since 2022, consumer inflation expectations have shifted, with a significant increase in those expecting high inflation in the coming year and a surge in those expecting deflation further in the future. Using data from the Canadian Survey of Consumer Expectations, this paper seeks to assess the factors that influence people to expect high inflation, moderate inflation or deflation. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C8, C83, D, D8, D84, E, E3, E31 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
Markups and inflation during the COVID-19 pandemic Staff analytical note 2023-8 Olga Bilyk, Timothy Grieder, Mikael Khan We find that prices and costs for consumer-oriented firms moved roughly one-for-one during the COVID-19 pandemic. This means firms fully passed rising costs through to the prices they charged. However, our results are suggestive, given data limitations and the uncertainty associated with estimating markups. Content Type(s): Staff research, Staff analytical notes JEL Code(s): D, D2, D4, E, E2, E3, L, L1 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
SME Failures Under Large Liquidity Shocks: An Application to the COVID-19 Crisis Staff working paper 2023-32 Pierre-Olivier Gourinchas, Şebnem Kalemli-Özcan, Veronika Penciakova, Nicholas Sander We study the effects of financial frictions on firm exit when firms face large liquidity shocks. We develop a simple model of firm cost-minimization that introduces a financial friction that limits firms’ borrowing capacity to smooth temporary shocks to liquidity. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D2, D21, D22, E, E6, E65, H, H8, H81 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Monetary policy, Real economy and forecasting
Reviewing Canada’s Monetary Policy Implementation System: Does the Evolving Environment Support Maintaining a Floor System? Staff discussion paper 2023-10 Toni Gravelle, Ron Morrow, Jonathan Witmer At the onset of the pandemic, the Bank of Canada transitioned its framework for monetary policy implementation from a corridor system to a floor system, which it has since decided to maintain. We provide a comprehensive analysis of both frameworks and assess their relative merits based on five key criteria that define a sound framework. Content Type(s): Staff research, Staff discussion papers JEL Code(s): D, D4, D47, E, E4, E42, E5, E58 Research Theme(s): Financial markets and funds management, Market structure, Monetary policy, Monetary policy tools and implementation, Money and payments, Payment and financial market infrastructures