Using Payments Data to Nowcast Macroeconomic Variables During the Onset of COVID-19 Staff Working Paper 2021-2 James Chapman, Ajit Desai We use retail payment data in conjunction with machine learning techniques to predict the effects of COVID-19 on the Canadian economy in near-real time. Our model yields a significant increase in macroeconomic prediction accuracy over a linear benchmark model. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52
On the Believable Benefits of Low Inflation Staff Working Paper 1998-15 Christopher Ragan This paper reviews the existing theoretical and empirical literature addressing the benefits of low inflation. The ultimate goal is to arrive at a set of benefits in which a monetary authority can have genuine confidence. I argue that the current state of economic research—both empirical and theoretical—provides little basis for believing in significant observable benefits […] Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation: costs and benefits JEL Code(s): E, E3, E31
January 23, 2004 Bank of Canada Review - Winter 2003-2004 Cover page Brass Cash Register, 1910 The register is part of the National Currency Collection, Bank of Canada. Photographed by Gord Carter, Ottawa. Content Type(s): Publications, Bank of Canada Review
Fiscal Policy in the Age of COVID-19: Does It “Get in All of the Cracks”? Staff Working Paper 2022-45 Pierre-Olivier Gourinchas, Şebnem Kalemli-Özcan, Veronika Penciakova, Nicholas Sander The COVID-19 pandemic has caused an atypical recession in which some sectors of the economy boomed and others collapsed. This required a unique fiscal policy reaction to both support firms and stimulate activity in sectors with slack. Was fiscal policy able to get where it was needed? Mostly, yes. Content Type(s): Staff research, Staff working papers Research Topic(s): Coronavirus disease (COVID-19), Firm dynamics, Fiscal policy, International topics JEL Code(s): D, D5, D57, E, E6, E62, F, F4, F41
CBDC adoption and usage: some insights from field and laboratory experiments Staff Analytical Note 2020-12 Janet Hua Jiang This note discusses insights from historical launches of new payment methods and related laboratory experiments on the potential adoption and use of a central bank digital currency in the Canadian context. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Central bank research, Digital currencies and fintech JEL Code(s): C, C9, E, E4, E5, E58
Understanding Firms’ Inflation Expectations Using the Bank of Canada’s Business Outlook Survey Staff Working Paper 2016-7 Simon Richards, Matthieu Verstraete Inflation expectations are a key determinant of actual and future inflation and thus matter for the conduct of monetary policy. We study how firms form their inflation expectations using quarterly firm-level data from the Bank of Canada’s Business Outlook Survey, spanning the 2001 to 2015 period. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Credibility, Econometric and statistical methods, Firm dynamics, Inflation and prices, Inflation targets, Monetary policy framework JEL Code(s): C, C1, C2, C25, D, D2, D21, D8, D84, E, E3, E31, E5, E52, E58
Non-Linearities in the Output-Inflation Relationship: Some Empirical Results for Canada Staff Working Paper 1998-14 Chantal Dupasquier, Nicholas Ricketts This paper analyzes the short-run dynamic process of inflation in Canada and examines whether a systematic variation in the relationship between inflation and output can be detected over time. In the theoretical literature, different models of price-setting behaviour predict that the slope of the Phillips curve will be a function of macroeconomic conditions, implying a […] Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation: costs and benefits, Productivity
A Policy Model to Analyze Macroprudential Regulations and Monetary Policy Staff Working Paper 2014-6 Sami Alpanda, Gino Cateau, Césaire Meh We construct a small-open-economy, New Keynesian dynamic stochastic general-equilibrium model with real-financial linkages to analyze the effects of financial shocks and macroprudential policies on the Canadian economy. Our model has four key features. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial system regulation and policies JEL Code(s): E, E1, E17, E3, E32, E4, E44, F, F4, F41
Estimating New Keynesian Phillips Curves Using Exact Methods Staff Working Paper 2004-11 Lynda Khalaf, Maral Kichian The authors use simple new finite-sample methods to test the empirical relevance of the New Keynesian Phillips curve (NKPC) equation. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): C, C1, C13, C5, C52, E, E3, E31
Corporate Balance Sheets in Developed Economies: Implications for Investment Staff Working Paper 2007-24 Denise Côté, Christopher Graham In this paper, the authors examine the aggregate national balance-sheets of non-financial corporations in Australia and the G7 countries with a view to assessing both their financial structure and their financial position. More importantly, the authors investigate whether the financial position of non-financial corporations (i.e., debt-to-equity ratio) is material to the economy's investment prospects and whether the importance of this channel differs depending on the structure of corporate financing i.e., bank-based or market-oriented financing structures. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, International topics JEL Code(s): E, E2, E22, E3, E32, E4, E44