It takes a panel to predict the future: What the stock market says about future economic growth in Canada Staff Analytical Note 2023-9 Greg Adams, Jean-Sébastien Fontaine Valuation ratios in the Canadian stock market can help reveal investors’ expectations about future economic growth because the impact of economic growth on valuation ratios can vary across industries. We find that this variation helps produce accurate forecasts of future growth of real gross domestic product in Canada. The forecasts from our model declined by just over 3 percentage points between January 2022 and February 2023—a period when the Bank of Canada rapidly increased the overnight rate. As well, we find that interest-rate-sensitive industries had an outsized contribution to this expected slowdown in growth. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Asset pricing, Financial markets, Monetary policy transmission JEL Code(s): E, E4, E44, E47, E5, E52
Pricing Indefinitely Lived Assets: Experimental Evidence Staff Working Paper 2023-25 John Duffy, Janet Hua Jiang, Huan Xie We study the trading of an asset with bankruptcy risk. The traded price of the asset is, on average, 40% of the expected total dividend payments. We investigate which economic models can explain the low traded price. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Financial markets JEL Code(s): C, C9, C91, C92, D, D8, D81, G, G1, G12
What we can learn by linking firms’ reported emissions with their financial data Staff Analytical Note 2023-4 Matthew Ackman, Timothy Grieder, Callie Symmers, Geneviève Vallée We analyze the financial statements and stock prices of publicly traded firms incorporated in Canada that report greenhouse gas emissions. We find that these firms primarily use equity financing. We also find that equity investors increasingly account for firms’ emissions when making investment decisions but the impact appears small. This suggests that assets exposed to climate change remain at risk of a sudden repricing. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Asset pricing, Climate change, Financial stability, Firm dynamics JEL Code(s): G, G1, G3, Q, Q5
Analyzing the house price boom in the suburbs of Canada’s major cities during the pandemic Staff Analytical Note 2022-7 Louis Morel We assess how location affects house prices in Canada. The gap in prices between suburbs and downtown was closing gradually before the pandemic. The gap has been closing faster since spring 2020. This finding reflects a shift in preferences toward more living space. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Asset pricing, Coronavirus disease (COVID-19), Financial stability, Housing JEL Code(s): R, R2, R21, R23, R3, R32
Financial Intermediaries and the Macroeconomy: Evidence from a High-Frequency Identification Staff Working Paper 2022-24 Pablo Ottonello, Wenting Song We provide empirical evidence of effects to the aggregate economy from surprises about financial intermediaries’ net worth based on a high-frequency identification strategy. We estimate that news of a 1% decline in intermediaries’ net worth leads to a 0.2%–0.4% decrease in the market value of nonfinancial firms. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Business fluctuations and cycles, Credit and credit aggregates, Financial institutions, Financial markets, Financial system regulation and policies, Monetary and financial indicators JEL Code(s): E, E3, E32, E4, E44, E5, E51, G, G0, G01, G1, G12, G2, G21, G23, G24, G3, G32
Expectation-Driven Term Structure of Equity and Bond Yields Staff Working Paper 2022-21 Ming Zeng, Guihai Zhao Recent findings on the term structure of equity and bond yields pose serious challenges to existing models of equilibrium asset pricing. This paper presents a new equilibrium model of subjective expectations to explain the joint historical dynamics of equity and bond yields (and their yield spreads). Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Financial markets, Interest rates JEL Code(s): E, E4, E43, G, G0, G00, G1, G12
Real Exchange Rate Decompositions Staff Discussion Paper 2022-6 Bruno Feunou, Jean-Sébastien Fontaine, Ingomar Krohn We break down the exchange rate based on an explicit link between fixed income and currency markets. We isolate a foreign exchange risk premium and show it is the main driver of the exchange rate between the Canadian and US dollars, especially on monetary policy and macroeconomic news announcement days. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Asset pricing, Exchange rates, International financial markets, Monetary policy transmission JEL Code(s): E, E4, E43, F, F3, F31, G, G1, G12
The Financial Origins of Non-fundamental Risk Staff Working Paper 2022-4 Sushant Acharya, Keshav Dogra, Sanjay Singh We explore the idea that the financial sector can be a source of non-fundamental risk to the rest of the economy. We also consider whether policy can be used to reduce this risk—either by increasing the supply of publicly backed safe assets or by reducing the demand for safe assets. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Financial markets, Financial stability JEL Code(s): D, D5, D52, D8, D84, E, E6, E62, G, G1, G10, G12
November 23, 2021 Checking up on Canada’s financial system Speech summary Paul Beaudry Ontario Securities Commission Toronto, Ontario Deputy Governor Paul Beaudry speaks about the strength and resilience of the financial system throughout the COVID-19 pandemic and economic recovery. He also outlines key vulnerabilities and risks going forward. Content Type(s): Press, Speeches and appearances, Speech summaries Research Topic(s): Asset pricing, Central bank research, Climate change, Coronavirus disease (COVID-19), Financial institutions, Financial stability, Housing, Interest rates
November 23, 2021 Financial stability through the pandemic and beyond Remarks (delivered virtually) Paul Beaudry OSC Dialogue, Ontario Securities Commission Toronto, Ontario Deputy Governor Paul Beaudry provides an update on financial vulnerabilities and risks in Canada, including those stemming from the COVID-19 pandemic. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Asset pricing, Central bank research, Climate change, Coronavirus disease (COVID-19), Financial institutions, Financial stability, Housing, Interest rates