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
December 17, 2000 Dynamic General-Equilibrium Models and Why the Bank of Canada is Interested in Them Bank of Canada Review - Winter 2000-2001 Kevin Moran Dynamic general-equilibrium models (DGEMs) are being increasingly used in macroeconomic research. In this article, the author describes the main features of these models and outlines their contribution to economic research performed at the Bank of Canada. He notes that the basic principle of DGEMs is that the modelling of economic activity, even on a scale as large as the economy of a country, should start with a series of microeconomic problems (at the scale of individuals), which, once resolved, are aggregated to represent the macroeconomic reality described by the model. Content Type(s): Publications, Bank of Canada Review articles
A New Measure of Monetary Policy Shocks Staff working paper 2021-29 Xu Zhang Combining various high frequency financial data with central bank projections, I construct a new measure of monetary policy shocks not predictable by the public information preceding a central bank’s announcements. I then study the causal effects of monetary policy on the macro economy. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E5, G, G0 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Monetary policy framework and transmission, Monetary policy tools and implementation
February 23, 2021 Canada’s labour market: rebound, recuperation and restructuring Remarks (delivered virtually) Tiff Macklem Edmonton Chamber of Commerce and Calgary Chamber of Commerce Calgary, Alberta, Edmonton, Alberta Governor Tiff Macklem talks about the COVID-19 pandemic and major economic forces are affecting the labour market, and the need for all groups to benefits from the recovery. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Financial system, Financial stability, Funds management, Monetary policy, Economy/Economic growth, Inflation targeting framework
Understanding the Time Variation in Exchange Rate Pass-Through to Import Prices Staff discussion paper 2017-12 Rose Cunningham, Min Jae Kim, Christian Friedrich, Kristina Hess In this paper, we analyze the presence of time variation in the pass-through from the nominal effective exchange rate to import prices for 24 advanced economies over the period 1995–2015. In line with earlier studies in the literature, we find substantial heterogeneity in the level of exchange rate pass-through across countries. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E3, E31, F, F3, F31, F4, F41 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission, Structural challenges, International trade, finance and competitiveness
Redefining Financial Inclusion for a Digital Age: Implications for a Central Bank Digital Currency Staff discussion paper 2023-22 Alexandra Sutton-Lalani, Sebastian Hernandez, John Miedema, Jiamin Dai, Badr Omrane We explore quantitative and qualitative information about Canadians who face barriers to making digital payments. We also consider the implications of ongoing digitalization for modern financial inclusion and a potential central bank digital currency. Content Type(s): Staff research, Staff discussion papers JEL Code(s): A, A1, A14, E, E4, E42, E5, E50, I, I3, I31, O, O3, O33, O5, O51 Research Theme(s): Money and payments, Digital assets and fintech, Retail payments, Structural challenges, Demographics and labour supply, Digitalization and productivity
June 18, 2008 House Prices and Consumer Spending Bank of Canada Review - Summer 2008 Kimberly Beaton, Sylvie Morin, Ilan Kolet Flood, Morin, and Kolet examine the role of house prices in household consumption decisions. Considering a group of advanced economies, the authors find that the strength of the link between house prices and consumer spending depends on the institutional features of national mortgage markets. Content Type(s): Publications, Bank of Canada Review articles
March 9, 2010 Bank of Canada Review - Spring 2010 Discussion of recent research into three ways that oil-futures prices can improve our understanding of current conditions and future prospects in the global market for crude oil; inflation expectations and the conduct of monetary policy: a review of recent evidence and experience; examination of the influence of various forms of economic uncertainty on the performance of different classes of monetary policy rules; how, when, and why such revisions to many important economic variables occur. Content Type(s): Publications, Bank of Canada Review
Flight from Safety: How a Change to the Deposit Insurance Limit Affects Households’ Portfolio Allocation Staff working paper 2019-29 H. Evren Damar, Reint Gropp, Adi Mordel Deposit insurance protects depositors from failing banks, thus making insured deposits risk-free. When a deposit insurance limit is increased, some deposits that previously were uninsured become insured, thereby increasing the share of risk-free assets in households’ portfolios. This increase cannot simply be undone by households, because to invest in uninsured deposits, a household must first invest in insured deposits up to the limit. This basic insight is the starting point of the analysis in this paper. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D14, G, G2, G21, G28, L, L5, L51 Research Theme(s): Financial system, Financial system regulation and oversight, Household and business credit
What to Expect When China Liberalizes Its Capital Account Staff discussion paper 2016-10 Mark Kruger, Gurnain Pasricha When China joined the World Trade Organization in December 2001, it marked a watershed for the world economy. Ten years from now, the opening of China’s capital account and the financial integration that will unfold will be viewed as a milestone of similar importance. Content Type(s): Staff research, Staff discussion papers JEL Code(s): F, F3, F31, F32, G, G1, G18 Research Theme(s): Financial markets and funds management, International markets and currencies, Financial system, Financial stability and systemic risk, Structural challenges, International trade, finance and competitiveness