Real economy and forecasting

• 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

• Shaping the future: Policy shocks and the GDP growth distribution

  Staff working paper 2021-24 Francois-Michel Boire, Thibaut Duprey, Alexander Ueberfeldt

  Can central bank and government policies impact the risks around the outlook for GDP growth? We find that fiscal stimulus makes strong GDP growth more likely—even more so when monetary policy is constrained—rather than weak GDP growth less likely. Thus, fiscal stimulus should accelerate the recovery phase of the COVID-19 pandemic.

  Content Type(s): Staff research, Staff working papers JEL Code(s): C, C3, C32, C5, C53, E, E5, E52, E6, E62 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Monetary policy framework and transmission, Real economy and forecasting

• 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

• Four Decades of Canadian Earnings Inequality and Dynamics Across Workers and Firms

  Staff working paper 2021-20 Audra Bowlus, Émilien Gouin-Bonenfant, Huju Liu, Lance Lochner, Youngmin Park

  We use four decades of Canadian matched employer-employee data to explore how inequality and the dynamics of individual earnings have evolved over time in Canada. We also examine how the earnings growth of individuals is related to the growth of their employers.

  Content Type(s): Staff research, Staff working papers JEL Code(s): D, D2, D22, D3, D31, E, E2, E24, J, J2, J24, J3, J31, J6, J63 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply

• Potential output and the neutral rate in Canada: 2021 update

  Staff analytical note 2021-6 Dany Brouillette, Guyllaume Faucher, Martin Kuncl, Austin McWhirter, Youngmin Park

  We expect potential output growth to be higher than in the October 2020 reassessment. By 2024, growth will be slightly above its average growth from 2010 to 2019. We assess that the Canadian nominal neutral rate continues to lie in the range of 1.75 to 2.75 percent.

  Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E2, E23, E24, E3, E37, E4, E43, E5, E52 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Real economy and forecasting

• Assessing global potential output growth and the US neutral rate: April 2021

  Staff analytical note 2021-5 Thomas J. Carter, Xin Scott Chen, Ali Jaffery, Christopher Hajzler, Jonathan Lachaine, Peter Shannon, Subrata Sarker, Graeme Westwood, Beiling Yan

  We expect global potential output growth to rise to 3 percent by 2022. Relative to the last assessment in October 2020, potential output growth has been revised up across all the regions. The range of the US neutral rate remains unchanged relative to the autumn 2020 assessment.

  Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E1, E2, E4, E5, F, F0, O, O4 Research Theme(s): Monetary policy, Monetary policy framework and transmission, Real economy and forecasting, Structural challenges, Demographics and labour supply

• 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

• Labor Demand Response to Labor Supply Incentives: Lessons from the German Mini-Job Reform

  Staff working paper 2021-15 Gabriela Galassi

  How do firms change their employment decisions when tax benefits for low-earning workers are expanded? Some firms increase employment overall, whereas others replace high-earning workers with low-earning workers, according to German linked employer-employee data.

  Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E24, E6, E64, H, H2, H20, H24, H3, H32, I, I3, I38, J, J2, J23, J3, J38 Research Theme(s): Models and tools, Economic models, Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply

• What cured the TSX Equity index after COVID-19?

  Staff analytical note 2021-3 Guillaume Ouellet Leblanc, Jean-Sébastien Fontaine, Ryan Shotlander

  The TSX index rose by 9.5 percent in November 2020, adding large gains to an already sharp V-shaped recovery. The economic outlook improved at that time as well. We ask whether the stock market gains since last autumn are due to improving forecasts of firms’ earnings.

  Content Type(s): Staff research, Staff analytical notes JEL Code(s): G, G1, G12, G14 Research Theme(s): Financial markets and funds management, Market functioning, Monetary policy, Real economy and forecasting

• Secular Economic Changes and Bond Yields

  Staff working paper 2021-14 Bruno Feunou, Jean-Sébastien Fontaine

  We investigate the economic forces behind the secular decline in bond yields. Before the anchoring of inflation in the mid-1990s, nominal shocks drove inflation, output and bond yields. Afterward, the impacts of nominal shocks were much less significant.

  Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E43, G, G1, G12 Research Theme(s): Models and tools, Economic models, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission, Real economy and forecasting