R - Urbanuralegionaleal Estate, and Transportation Economics

• 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

• Consumer Cash Withdrawal Behaviour: Branch Networks and Online Financial Innovation

  Staff working paper 2021-28 Heng Chen, Matthew Strathearn, Marcel Voia

  The physical network of bank branches is important in how consumers manage their cash holdings. This paper estimates how consumer withdrawal behaviour responds to the distance they must travel to their branch.

  Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2, G21, R, R2, R22 Research Theme(s): Money and payments, Cash and bank notes, Digital assets and fintech

• The Geography of Pandemic Containment

  Staff working paper 2021-26 Elisa Giannone, Nuno Paixão, Xinle Pang

  Interconnectedness between US states has affected the evolution of the COVID-19 pandemic. We study the optimal containment policies regulating the movement of goods and people within and between states.

  Content Type(s): Staff research, Staff working papers JEL Code(s): F, F1, H, H0, I, I1, R, R1 Research Theme(s): Financial system, Financial stability and systemic risk, Models and tools, Economic models, Monetary policy, Real economy and forecasting, Structural challenges, International trade, finance and competitiveness

• COVID-19 and Implications for Automation

  Staff working paper 2021-25 Alex Chernoff, Casey Warman

  Occupations held by females with mid-level education face the highest risk of accelerated automation as a result of the COVID-19 pandemic.

  Content Type(s): Staff research, Staff working papers JEL Code(s): I, I1, I14, I2, I24, J, J1, J15, J16, R, R1, R12 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply, Digitalization and productivity

• Detecting exuberance in house prices across Canadian cities

  Staff analytical note 2021-9 Ugochi Emenogu, Cars Hommes, Mikael Khan

  We introduce a model to detect periods of extrapolative house price expectations across Canadian cities. The House Price Exuberance Indicator can be updated on a quarterly basis to support the Bank of Canada’s broader assessment of housing market imbalances.

  Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C5, C53, R, R2, R21, R3, R31 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Models and tools, Economic models, Monetary policy, Real economy and forecasting

• Update on housing market imbalances and household indebtedness

  Staff analytical note 2021-4 Mikael Khan, Olga Bilyk, Matthew Ackman

  Exceptional strength in the housing market during the pandemic is underpinning Canada’s economic recovery. However, two key vulnerabilities—housing market imbalances and elevated household indebtedness—have intensified.

  Content Type(s): Staff research, Staff analytical notes JEL Code(s): D, D1, D14, D8, D84, E, E5, G, G2, G21, G28, R, R2, R21 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit

• Examining the Impact of Home Purchase Restrictions on China’s Housing Market

  Staff working paper 2021-18 Zhentong Lu, Sisi Zhang, Jian Hong

  How do “cooling measures” in the housing market—policies aimed to stabilize prices—affect the market? We use a structural model of housing demand and price competition among developers to evaluate China’s home purchase restriction policies implemented in 2010–11.

  Content Type(s): Staff research, Staff working papers JEL Code(s): O, O1, O18, R, R3, R31, R38 Research Theme(s): Financial markets and funds management, Market structure, Financial system, Household and business credit, Monetary policy, Real economy and forecasting

• The Bank of Canada COVID‑19 stringency index: measuring policy response across provinces

  Staff analytical note 2021-1 Calista Cheung, Jerome Lyons, Bethany Madsen, Sarah Miller, Saarah Sheikh

  We construct an index that systematically measures and tracks the stringency of government policy responses to the COVID-19 pandemic across Canadian provinces. Researchers can use this stringency index to analyze how the pandemic is affecting the economy.

  Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E2, E20, H, H7, I, I1, I18, R, R1 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting

• Household indebtedness risks in the wake of COVID‑19

  Staff analytical note 2020-8 Olga Bilyk, Anson T. Y. Ho, Mikael Khan, Geneviève Vallée

  COVID-19 presents challenges for indebted households. We assess these by drawing parallels between pandemics and natural disasters. Taking into account the financial health of the household sector when the pandemic began, we run model simulations to illustrate how payment deferrals and the labour market recovery will affect mortgage defaults.

  Content Type(s): Staff research, Staff analytical notes JEL Code(s): C, C2, C21, D, D1, D12, D14, E, E2, E24, E27, E6, E62, G, G2, G21, G28, R, R2 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Monetary policy, Real economy and forecasting

• How Do Mortgage Rate Resets Affect Consumer Spending and Debt Repayment? Evidence from Canadian Consumers

  Staff working paper 2020-18 Katya Kartashova, Xiaoqing Zhou

  We study the causal effect of mortgage rate changes on consumer spending, debt repayment and defaults during an expansionary and a contractionary monetary policy episode in Canada. We find asymmetric responses of consumer durable spending, deleveraging and defaults. These findings help us to understand household sector response to interest rate changes.

  Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D12, D14, E, E4, E43, E5, E52, G, G2, G21, R, R3, R31 Research Theme(s): Financial system, Household and business credit, Monetary policy, Monetary policy framework and transmission, Monetary policy tools and implementation, Real economy and forecasting