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
Indebtedness and the Household Financial Health: An Examination of the Canadian Debt Service Ratio Distribution Staff Working Paper 2008-46 Umar Faruqui The household debt-to-disposable income ratio in Canada increased from 110 per cent in 1999 to 127 per cent in 2007. This increase has raised questions about the ability of households to service their increased debt if faced with a negative economic or socio-economic shock. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial stability, Monetary and financial indicators JEL Code(s): D, D1, D11, D14, D3, D39
Retail Payment Innovations and Cash Usage: Accounting for Attrition Using Refreshment Samples Staff Working Paper 2014-27 Heng Chen, Marie-Hélène Felt, Kim Huynh We exploit the panel dimension of the Canadian Financial Monitor (CFM) data to estimate the impact of retail payment innovations on cash usage. We estimate a semiparametric panel data model that accounts for unobserved heterogeneity and allows for general forms of non-random attrition. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods, Financial services JEL Code(s): C, C3, C35, E, E4, E41
August 23, 2011 How People Think and How It Matters Remarks Jean Boivin Canadian Association for Business Economics Kingston, Ontario In his speech entitled “How People Think and How it Matters,” delivered to the Canadian Association for Business Economics, Deputy Governor Jean Boivin reviews various ways people form expectations and how these affect monetary policy. Content Type(s): Press, Speeches and appearances, Remarks
On What States Do Prices Depend? Answers from Ecuador Staff Working Paper 2016-43 Craig Benedict, Mario J. Crucini, Anthony Landry In this paper, we argue that differences in the cost structures across sectors play an important role in firms’ decisions to adjust their prices. We develop a menu-cost model of pricing in which retail firms intermediate trade between producers and consumers. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, Monetary policy transmission JEL Code(s): E, E3, E5, F, F3, F33
February 17, 2011 Adverse Selection and Financial Crises Bank of Canada Review - Winter 2010-2011 Koralai Kirabaeva The recent financial crisis has highlighted the importance of adverse selection as a contributing factor to financial market instability. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Financial stability, Financial system regulation and policies, Market structure and pricing
Digitalization: Definition and Measurement Staff Discussion Paper 2023-20 Guyllaume Faucher, Stéphanie Houle This paper provides an overview of digitalization and its economic implications. We assess the scope of digitalization in Canada as well as the challenges related to its measurement. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Digitalization, Potential output JEL Code(s): E, E0, E01, O, O3, O33, O5, O51
Non-Bank Dealing and Liquidity Bifurcation in Fixed-Income Markets Staff Working Paper 2025-2 Michael Brolley, David Cimon We model non-bank entry into fixed-income markets and state-dependent liquidity. Non-bank financial institutions improve liquidity more during normal times than in stress. Banks may become less reliable to marginal clients, exacerbating the difference in liquidity between normal and stressed times. Central bank lending during stress may limit this harmful division. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial institutions, Financial markets, Market structure and pricing JEL Code(s): G, G1, G10, G2, G20, G21, G23, L, L1, L10, L13, L14
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
September 15, 2008 Productivity in Canada: Does Firm Size Matter? Bank of Canada Review - Autumn 2008 Danny Leung, Césaire Meh, Yaz Terajima The research findings highlighted in this article suggest that firm-size differences play a significant role in explaining the productivity gap between Canada and the United States. The authors review factors that lead to a positive relationship between productivity and size and then look at Canadian evidence of this relationship at the firm level. They quantify the extent to which the change in Canadian productivity as well as the Canada-U.S. productivity differences can be accounted for by the change in the importance of large firms and identify several factors that play a role in determining average firm size and aggregate productivity. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Productivity