August 15, 2013 The Accuracy of Short-Term Forecast Combinations Bank of Canada Review - Summer 2013 Eleonora Granziera, Corinne Luu, Pierre St-Amant This article examines whether combining forecasts of real GDP from different models can improve forecast accuracy and considers which model-combination methods provide the best performance. In line with previous literature, the authors find that combining forecasts generally improves forecast accuracy relative to various benchmarks. Unlike several previous studies, however, they find that, rather than assigning equal weights to each model, unequal weighting based on the past forecast performance of models tends to improve accuracy when forecasts across models are substantially different. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): C, C5, C52, C53, E, E3, E37
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
The “Too Big to Fail” Subsidy in Canada: Some Estimates Staff working paper 2018-9 Patricia Palhau Mora Implicit government guarantees of banking-sector liabilities reduce market discipline by private sector stakeholders and temper the risk sensitivity of funding costs. This potentially increases the likelihood of bailouts from taxpayers, especially in the absence of effective resolution frameworks. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G1, G13, G2, G21, G28 Research Theme(s): Financial system, Financial stability and systemic risk, Financial system regulation and oversight
Fintech: Is This Time Different? A Framework for Assessing Risks and Opportunities for Central Banks Staff discussion paper 2017-10 Meyer Aaron, Francisco Rivadeneyra, Samantha Sohal We investigate the risks and opportunities to the mandates of central banks arising from fintech developments. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E4, E42, G, G1, G2, L, L1 Research Theme(s): Financial system, Financial institutions and intermediation, Financial system regulation and oversight, Money and payments, Digital assets and fintech, Payment and financial market infrastructures
February 16, 2023 No two ways about it: Why the Bank is committed to getting back to 2% Remarks Paul Beaudry Alberta School of Business Edmonton, Alberta Deputy Governor Paul Beaudry discusses the benefits of being near the Bank’s 2% inflation target and the dangers of straying from it for too long. Content Type(s): Press, Speeches and appearances, Remarks Subject(s): Monetary policy, Economy/Economic growth, Inflation, Inflation targeting framework
May 16, 2013 Explaining Canada’s Regional Migration Patterns Bank of Canada Review - Spring 2013 David Amirault, Daniel de Munnik, Sarah Miller Understanding the factors that determine the migration of labour between regions is crucial for assessing the economy’s response to macroeconomic shocks and identifying policies that will encourage an efficient reallocation of labour. By examining the determinants of migration within Canada from 1991 to 2006, this article provides evidence that regional differences in employment rates and household incomes tend to increase labour migration, and that provincial borders and language differences are barriers to migration. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): J, J6, J61, R, R2, R23
The Role of Public Money in the Digital Age Staff discussion paper 2024-11 Francisco Rivadeneyra, Scott Hendry, Alejandro García A well-functioning monetary system is characterized by public and private forms of money that exchange at par as value flows freely between them. A relevant retail public money—whether in the form of cash, a central bank digital currency or both—is a necessary component of such a monetary system. Content Type(s): Staff research, Staff discussion papers JEL Code(s): E, E4, E42, E5, E50, E58 Research Theme(s): Money and payments, Digital assets and fintech, Payment and financial market infrastructures, Retail payments
Mortgage stress tests and household financial resilience under monetary policy tightening Staff analytical note 2024-25 Jonathan Hartley, Nuno Paixão This note analyzes mortgage stress tests, a macroprudential tool. We find that when mortgage stress tests are applied to all mortgage purchase originations, they improve credit quality and reduce credit and house price growth. They also improve the resilience of borrowers to financial shocks, such as the large increase in interest rates during 2022–23. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E5, E52, G, G2, G21, G28, G5, G50, G51 Research Theme(s): Financial system, Financial stability and systemic risk, Household and business credit, Monetary policy, Monetary policy tools and implementation
October 20, 2025 Canadian Survey of Consumer Expectations—Third Quarter of 2025 Results of the third-quarter 2025 survey show that tariffs and trade tensions continue to affect consumers' perceptions about their financial health and spending plans. The CSCE indicator rose modestly from its most recent low, improved by slight gains in financial health and household spending intentions. But perceptions of labour market conditions deteriorated further, driven in part by a sharp drop in job-finding prospects for public sector workers. Consumers’ short-term inflation expectations remain above their pre-pandemic averages, and expectations for longer-term inflation have picked up again. Content Type(s): Publications, Canadian Survey of Consumer Expectations
Welfare Analysis of Equilibria With and Without Early Termination Fees in the US Wireless Industry Staff working paper 2020-9 Joseph Cullen, Nicolas Schutz, Oleksandr Shcherbakov The elimination of long-term contracts and early termination fees (ETFs) in the US wireless industry at the end of 2015 increased monthly service fees by 2 to 5 percent. Nevertheless, consumers are clearly better off without ETFs. While firms’ revenues from ETFs vanish, their profits from monthly fees increase. As a result, the overall effect on producer profits is less clear. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D2, D22, L, L1, L15, L9, L96 Research Theme(s): Financial markets and funds management, Market structure, Models and tools, Econometric, statistical and computational methods