The Causal Impact of Migration on US Trade: Evidence from Political Refugees Staff working paper 2017-49 Walter Steingress Immigrants can increase international trade by shifting preferences towards the goods of their country of origin and by reducing bilateral transaction costs. Using geographical variation across U.S. states for the period 2008 to 2013, I estimate the respective causal impact of immigrants on U.S. exports and imports. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F1, F14, F2, F22, J, J6, J61 Research Theme(s): Structural challenges, Demographics and labour supply, International trade, finance and competitiveness
Non-Performing Loans, Fiscal Costs and Credit Expansion in China Staff working paper 2018-53 Huixin Bi, Yongquan Cao, Wei Dong This paper studies how the credit expansion policy pursued by the Chinese government in an effort to stimulate its economy in the post-crisis period affects bank–firm loan contracts and the macroeconomy. We build a structural model with financial frictions in which the optimal loan contract reflects the trade-off between leverage and the probability of default. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E44, E6, E62 Research Theme(s): Financial system, Financial institutions and intermediation, Household and business credit, Models and tools, Economic models, Monetary policy, Real economy and forecasting
March 14, 2019 The Age of Leverage Remarks Carolyn A. Wilkins UBC Vancouver School of Economics and CFA Society Vancouver Vancouver, British Columbia Senior Deputy Governor Carolyn A. Wilkins discusses how high leverage is both a headwind to global growth and a vulnerability in the global financial system. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Financial system, Financial stability, Monetary policy, Economic models, Economy/Economic growth, Inflation
Machine learning for economics research: when, what and how Staff analytical note 2023-16 Ajit Desai This article reviews selected papers that use machine learning for economics research and policy analysis. Our review highlights when machine learning is used in economics, the commonly preferred models and how those models are used. Content Type(s): Staff research, Staff analytical notes JEL Code(s): A, A1, A10, B, B2, B23, C, C4, C45, C5, C55 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Structural challenges, Digitalization and productivity
March 12, 2012 Promoting Growth, Mitigating Cycles and Inequality: The Role of Price and Financial Stability Remarks Tiff Macklem Brazil-Canada Chamber of Commerce São Paulo, Brazil Senior Deputy Governor Tiff Macklem discusses how price and financial stability help promote growth and mitigate economic cycles and inequality. Content Type(s): Press, Speeches and appearances, Remarks
Assessing Global Potential Output Growth Staff analytical note 2017-3 Patrick Alexander, Michael Francis, Christopher Hajzler, Patrick Kirby, Louis Poirier, Sri Thanabalasingam, Kristina Hess This note estimates potential output growth for the global economy through 2019. While there is considerable uncertainty surrounding our estimates, overall we expect global potential output growth to rise modestly, from 3.1 per cent in 2016 to 3.4 per cent in 2019. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E1, E10, E2, E20, O, O4 Research Theme(s): Monetary policy, Real economy and forecasting, Structural challenges, Demographics and labour supply, Digitalization and productivity
January 24, 2012 Stress Testing the Corporate Loans Portfolio of the Canadian Banking Sector Financial System Review - June 2007 Miroslav Misina, David Tessier, Shubhasis Dey Content Type(s): Publications, Financial System Review articles
August 16, 2012 Bank of Canada Review - Summer 2012 This issue features three articles that present research and analysis by Bank of Canada staff. The first updates previous Bank estimates of measurement bias in the Canadian consumer price index; the second uses a new term-structure model to analyze the relationship between the short-term policy rate and long-term interest rates; and the third examines indicators of balance-sheet risks at financial institutions in Canada. Content Type(s): Publications, Bank of Canada Review
How Costly Are Cross-Border Payments for Firms? Staff analytical paper 2026-49 Jiaqi Li Using proprietary FXC Intelligence data on quoted prices for Canadian business-to-business cross-border payments, this note finds that banks charge firms around 2–3.5% of transaction value. Prices vary considerably across banks for the same corridor, transaction amount, and year. Content Type(s): Staff research, Staff analytical paper JEL Code(s): E, E4, E42, F, F2, F29, Y, Y1, Y10 Research Theme(s): Money and payments, Payment and financial market infrastructures, Retail payments
November 18, 2010 Trends in Issuance: Underlying Factors and Implications Bank of Canada Review - Autumn 2010 Jonathan Witmer Trends in debt issuance have changed significantly over the past decade, both prior to the financial crisis and subsequently. Content Type(s): Publications, Bank of Canada Review articles