Covariates Hiding in the Tails Staff working paper 2021-45 Milian Bachem, Lerby Ergun, Casper G. de Vries We characterize the bias in cross-sectional Hill estimates caused by common underlying factors and propose two simple-to-implement remedies. To test for the presence, direction and size of the bias, we use monthly US stock returns and annual US Census county population data. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C0, C01, C1, C14, C5, C58 Research Theme(s): Financial markets and funds management, Market functioning, Models and tools, Econometric, statistical and computational methods
A Q-Theory of Banks Staff working paper 2021-44 Juliane Beganau, Saki Bigio, Jeremy Majerovitz, Matías Vieyra Using stock market data on banks, we show that the book value of loans recognizes losses with a delay. This delayed accounting is important for regulation because the requirements regulators impose are based on book values. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E44, G, G2, G21, G3, G32, G33 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
Can the characteristics of new mortgages predict borrowers’ financial stress? Insights from the 2014 oil price decline Staff analytical note 2021-22 Olga Bilyk, Ken Chow, Yang Xu We study the relationship between characteristics of new mortgages and borrowers’ financial stress in Canada’s energy-intensive regions following the 2014 collapse in oil prices. We find that borrowers with limited home equity were more likely to have difficulty repaying debt. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C2, C25, D, D1, D14, G, G2, G21, G5, G51, R, R2, R21 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit
Rising US LNG Exports and Global Natural Gas Price Convergence Staff discussion paper 2021-14 Robert Ialenti We assess how rising exports of US liquefied natural gas affect the convergence of natural gas prices worldwide. Our results may have implications for the development of future LNG export capacity in Canada. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C3, C32, F, F1, F15, K, K4, K41, L, L9, L95 Research Theme(s): Financial markets and funds management, Market structure, Structural challenges, International trade, finance and competitiveness
Canadian housing supply elasticities Staff analytical note 2021-21 Nuno Paixão We explain how housing supply elasticities for Canadian cities are estimated. The procedure we use exploits the systematic differences in various cities’ sensitivity to regional house-price cycles. Content Type(s): Staff research, Staff analytical notes JEL Code(s): R, R1, R14, R3, R31, R5, R52 Research Theme(s): Financial system, Household and business credit, Monetary policy, Real economy and forecasting
Payment Habits During COVID-19: Evidence from High-Frequency Transaction Data Staff working paper 2021-43 Tatjana Dahlhaus, Angelika Welte We examine how consumers have adjusted their payment habits during the COVID-19 pandemic. They seem to perform fewer transactions, spend more in each transaction, use less cash at the point of sale and withdraw cash from ATMs linked to their financial institution more often than from other ATMs. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C22, C5, C55, D, D1, D12, E, E2, E21, E4, E42, E5, E52 Research Theme(s): Monetary policy, Real economy and forecasting, Money and payments, Payment and financial market infrastructures, Retail payments
From He-Cession to She-Stimulus? The Labor Market Impact of Fiscal Policy Across Gender Staff working paper 2021-42 Alica Ida Bonk, Laure Simon The effects of fiscal policy shocks on labour market outcomes across gender depend on the type of public expenditure. Women benefit most from increases in the government wage bill, while men are the main beneficiaries of higher investment spending. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E32, E6, E62, J, J1, J16, J2, J21 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply
August 31, 2021 Research Update - August 2021 This monthly newsletter features the latest research publications by Bank of Canada economists including external publications and working papers published on the Bank of Canada’s website. Content Type(s): Staff research, Research newsletters
Reaching for yield or resiliency? Explaining the shift in Canadian pension plan portfolios Staff analytical note 2021-20 Sébastien Betermier, Nicholas Byrne, Jean-Sébastien Fontaine, Hayden Ford, Jason Ho, Chelsea Mitchell “Reach for yield”—This is the commonly heard explanation for why pension plans shift their portfolios toward alternative assets. But we show that the new portfolios also hold more bonds, offer lower average returns and produce smaller and less volatile solvency deficits. These shifts are part of a broader strategy to reduce solvency risk. Content Type(s): Staff research, Staff analytical notes JEL Code(s): G, G1, G11 Research Theme(s): Financial markets and funds management, Market functioning, Financial system, Financial institutions and intermediation, Financial stability and systemic risk
Household financial vulnerabilities and physical climate risks Staff analytical note 2021-19 Thibaut Duprey, Colin Jones, Callie Symmers, Geneviève Vallée Natural disasters occur more often than before, potentially exposing households to financial distress. We study the intersection between household financial vulnerabilities and severe weather events. Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C2, C21, C3, C38, D, D1, D14, Q, Q5, Q54 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Structural challenges, Climate change