IMPACT: The Bank of Canada’s International Model for Projecting Activity Technical Report No. 116 Patrick Blagrave, Claudia Godbout, Justin-Damien Guénette, René Lalonde, Nikita Perevalov We present the structure and features of the International Model for Projecting Activity (IMPACT), a global semi-structural model used to conduct projections and policy analysis at the Bank of Canada. Major blocks of the model are developed based on the rational error correction framework of Kozicki and Tinsley (1999), which allows the model to strike a balance between theoretical structure and empirical performance. Content Type(s): Staff research, Technical reports Topic(s): Business fluctuations and cycles, Econometric and statistical methods, Economic models, International topics JEL Code(s): C, C6, C68, E, E2, E27, E3, E37, F, F0, F01, F3, F32, F4, F47
Characterizing Breadth in Canadian Economic Activity Staff Analytical Note 2020-1 Taylor Webley, Carla Valerio, Maureen MacIsaac Real growth in gross domestic product tends to be meaningfully higher when a large share of industries and demand components are growing—that is, when growth is broad across many fronts. Content Type(s): Staff research, Staff analytical notes Topic(s): Business fluctuations and cycles JEL Code(s): E, E3, E32
Social Learning and Monetary Policy at the Effective Lower Bound Staff Working Paper 2020-2 Jasmina Arifovic, Alex Grimaud, Isabelle Salle, Gauthier Vermandel This research develops a model in which the economy is directly influenced by how pessimistic or optimistic economic agents are about the future. The agents may hold different views and update them as new economic data become available. Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Central bank research, Credibility, Economic models, Monetary policy, Monetary policy communications JEL Code(s): C, C8, C82, E, E3, E32, E5, E52
Technological Progress and Monetary Policy: Managing the Fourth Industrial Revolution Staff Discussion Paper 2019-11 Stephen S. Poloz This paper looks at the implications for monetary policy of the widespread adoption of artificial intelligence and machine learning, which is sometimes called the “fourth industrial revolution.” Content Type(s): Staff research, Staff discussion papers Topic(s): Economic models, Financial stability, Monetary policy and uncertainty, Monetary policy framework JEL Code(s): C, C5, E, E3, O, O1, O11, O3, O33
What Does Structural Analysis of the External Finance Premium Say About Financial Frictions? Staff Working Paper 2019-38 Jelena Zivanovic I use a structural vector autoregression (SVAR) with sign restrictions to provide conditional evidence on the behavior of the US external finance premium (EFP). The results indicate that the excess bond premium, a proxy for the EFP, reacts countercyclically to supply and monetary policy shocks and procyclically to demand shocks. Content Type(s): Staff research, Staff working papers Topic(s): Economic models, Financial markets, Recent economic and financial developments JEL Code(s): E, E3, E32, E4, E44
A Comprehensive Evaluation of Measures of Core Inflation in Canada: An Update Staff Discussion Paper 2019-9 Helen Lao, Ceciline Steyn We provide an updated evaluation of the value of various measures of core inflation that could be used in the conduct of monetary policy. We find that the Bank of Canada’s current preferred measures of core inflation—CPI-trim, CPI-median and CPI-common—continue to outperform alternative core measures across a range of criteria. Content Type(s): Staff research, Staff discussion papers Topic(s): Inflation and prices, Monetary policy framework JEL Code(s): E, E3, E31, E5, E52
Bridging Canadian Business Lending and Market-Based Risk Measures Staff Analytical Note 2019-26 Guillaume Ouellet Leblanc, Maxime Leboeuf Lending to business is central to economic growth because it supports investment by firms. Knowing how market participants view risk in the financial system can give the Bank of Canada information about future growth in business loans. In this note, we look at three market-based risk measures and find that sudden increases in the perception of risk in the Canadian banking system are associated with a weaker outlook for business loans and real gross domestic product. Content Type(s): Staff research, Staff analytical notes Topic(s): Business fluctuations and cycles, Financial markets JEL Code(s): E, E3, E32, E4, E44, G, G1, G12
Exploring Wage Phillips Curves in Advanced Economies Staff Discussion Paper 2019-8 Rose Cunningham, Vikram Rai, Kristina Hess We investigate the extent to which excess supply (demand) in labour markets contributes to a lower (higher) growth rate of average nominal wages for workers. Using panel methods on data from 10 advanced economies for 1992–2018, we produce reduced-form estimates of a wage Phillips curve specification that is consistent with a New Keynesian framework. Content Type(s): Staff research, Staff discussion papers Topic(s): Inflation and prices, Labour markets, Monetary policy JEL Code(s): C, C3, C33, E, E3, E31, E32
Lending Standards, Productivity and Credit Crunches Staff Working Paper 2019-25 Jonathan Swarbrick We propose a macroeconomic model in which adverse selection in investment drives the amplification of macroeconomic fluctuations, in line with prominent roles played by the credit crunch and collapse of the asset-backed security market in the financial crisis. Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Financial markets, Financial stability, Interest rates, Productivity JEL Code(s): E, E2, E22, E3, E32, E4, E44, G, G0, G01
How Oil Supply Shocks Affect the Global Economy: Evidence from Local Projections Staff Discussion Paper 2019-6 Olivier Gervais We provide empirical evidence on the impact of oil supply shocks on global aggregates. To do this, we first extract structural oil supply shocks from a standard oil-price determination model found in the literature. Content Type(s): Staff research, Staff discussion papers Topic(s): Business fluctuations and cycles, International topics JEL Code(s): C, C2, C22, C5, E, E3, E37, Q, Q4, Q43