What COVID-19 May Leave Behind: Technology-Related Job Postings in Canada Staff working paper 2022-17 Alejandra Bellatin, Gabriela Galassi COVID-19 affects technology adoption: online job postings for technology-related occupations fall less during pandemic lockdowns and pick up faster during reopenings than postings for more traditional occupations. Content Type(s): Staff research, Staff working papers JEL Code(s): J, J2, J23, J24, O, O1, O14 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply, Digitalization and productivity
Contribution of Human Capital Accumulation to Canadian Economic Growth Staff discussion paper 2022-7 Audra Bowlus, Youngmin Park, Chris Robinson This paper quantifies the contribution of human capital accumulation to the growth of real gross domestic product (GDP) in Canada. Content Type(s): Staff research, Staff discussion papers JEL Code(s): D, D2, D24, E, E2, E24, J, J2, J24, J3, J31, O, O4, O47 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply, Digitalization and productivity
Job Ladder and Business Cycles Staff working paper 2022-14 Felipe Alves During downturns, workers get stuck in low-productivity jobs and wages remain stagnant. I build an heterogenous agent incomplete market model with a full job ladder that accounts for these facts. An adverse financial shock calibrated to the US Great Recession replicates the period’s slow recovery and missing disinflation. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D3, D31, D5, D52, E, E2, E21, E24, E3, E31, E32 Research Theme(s): Models and tools, Economic models, Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply
COVID-19, Containment and Consumption Staff discussion paper 2022-5 Tatjana Dahlhaus, Daniel Hyun, Antoine Poulin-Moore, Jaime Trujillo, Saarah Sheikh, Benjamin Straus We assess the impact of COVID-19 on consumption indicators by estimating the effects of government-mandated containment measures and of the willingness of individuals to voluntarily physically distance to prevent contagion. Content Type(s): Staff research, Staff discussion papers JEL Code(s): C, C2, C23, D, D1, D12, E, E6, E65, I, I1, I18 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
Macroeconomic Predictions Using Payments Data and Machine Learning Staff working paper 2022-10 James Chapman, Ajit Desai We demonstrate the usefulness of payment systems data and machine learning models for macroeconomic predictions and provide a set of econometric tools to overcome associated challenges. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting, Money and payments, Retail payments
The Impact of Globalization and Digitalization on the Phillips Curve Staff working paper 2022-7 Christian Friedrich, Peter Selcuk Globalization is in retreat, yet digitalization is on the rise. How will these trends impact inflation? Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E32, F, F6 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting, Structural challenges, Digitalization and productivity, International trade, finance and competitiveness
Business Closures and (Re)Openings in Real Time Using Google Places Staff working paper 2022-1 Thibaut Duprey, Daniel E. Rigobon, Philip Schnattinger, Artur Kotlicki, Soheil Baharian, T. R. Hurd The COVID-19 pandemic highlighted the need for policy-makers to closely monitor disruptions to the retail and food business sectors. We present a new method to measure business opening and closing rates using real-time data from Google Places, the dataset behind the Google Maps service. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C5, C55, C8, C81, D, D2, D22, E, E3, E32 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
The COVID-19 Consumption Game-Changer: Evidence from a Large-Scale Multi-Country Survey Staff working paper 2021-57 Alexander Hodbod, Cars Hommes, Stefanie J. Huber, Isabelle Salle A multi-country consumer survey investigates why and how much households decreased their consumption in five key sectors after pandemic-related restrictions were lifted in Europe in July 2020. Beyond infection risk and precautionary saving motives, households also reported not missing some consumption items, which may indicate preference shifts and structural changes in the post-COVID-19 economy. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D12, D8, D81, D84, E, E2, E21, E6, E60, E7, E71 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
What Can Stockouts Tell Us About Inflation? Evidence from Online Micro Data Staff working paper 2021-52 Alberto Cavallo, Oleksiy Kryvtsov Did supply disruptions and cost pressures play a role in rising inflation in 2020 during the COVID-19 pandemic? Using data collected from websites of large retailers in multiple sectors and countries, we show that shortages may indicate transitory inflationary pressures. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D2, D22, E, E3, E31, E37 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Real economy and forecasting
Fiscal and Monetary Stabilization Policy at the Zero Lower Bound: Consequences of Limited Foresight Staff working paper 2021-51 Michael Woodford, Yinxi Xie How do outcomes of monetary and fiscal stabilization policies at the zero lower bound change when decision makers have finite planning horizons in the economy? We explore the effects of limited foresight on policy tools and the interaction between monetary and fiscal policy. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E5, E52, E6, E63, E7 Research Theme(s): Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission, Monetary policy tools and implementation, Real economy and forecasting