Financial Inclusion—What’s it Worth? Staff working paper 2016-30 Miguel Ampudia, Michael Ehrmann The paper studies the determinants of being unbanked in the euro area and the United States as well as the effects of being unbanked on wealth accumulation. Based on household-level data from The Eurosystem Household Finance and Consumption Survey and the U.S. Survey of Consumer Finances, it first documents that there are, respectively, 3.6 per cent and 7.5 per cent of unbanked households in the two economies. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D14, G, G2, G21, G28 Research Theme(s): Financial system, Financial institutions and intermediation, Financial stability and systemic risk, Household and business credit
Patterns and Determinants of Global Cryptocurrency Flows Staff working paper 2026-15 Christian Friedrich, Laura Zhao This paper analyzes cross-border cryptocurrency flows, focusing on Bitcoin and four major stablecoins. Using data for 162 countries, we identify the key determinants, including responses to weak economic conditions and demand for remittances. A COVID-19 case study supports these findings and emphasizes the role of cryptocurrencies in global finance. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, F, F3, F32, F38, F5, F51, G, G1, G15, G2, G23 Research Theme(s): Money and payments, Digital assets and fintech
Digital Transformation in the Service Sector: Insights from Consultations with Firms in Wholesale, Retail and Logistics Staff analytical note 2017-19 Wei Dong, James Fudurich, Lena Suchanek Firms increasingly rely on digital technologies such as e-commerce, cloud computing, big data, digital tracking and digital platforms that are reshaping business operations, business models and market structures. In this context, the Bank of Canada consulted with firms in wholesale, retail and logistics, as well as with related industry associations to yield insights on the adoption of digital technologies. Content Type(s): Staff research, Staff analytical notes JEL Code(s): D, D2, D22, E, E3, E31, L, L8, L81, L9, L92, O, O3, O33 Research Theme(s): Financial markets and funds management, Market structure, Monetary policy, Inflation dynamics and pressures, Structural challenges, Digitalization and productivity
Global Macro Risks in Currency Excess Returns Staff working paper 2016-32 Kimberly Berg, Nelson C. Mark We study a cross section of carry-trade-generated currency excess returns in terms of their exposure to global fundamental macroeconomic risk. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E21, E4, E43, F, F3, F31, G, G1, G12 Research Theme(s): Financial markets and funds management, International markets and currencies, Market functioning, Models and tools, Economic models
An Improved Equation for Predicting Canadian Non-Commodity Exports Staff discussion paper 2017-1 Patrick Alexander, Jean-Philippe Cayen, Alex Proulx We estimate two new equations for Canadian non-commodity exports (NCX) that incorporate three important changes relative to the current equation used at the Bank of Canada. Content Type(s): Staff research, Staff discussion papers JEL Code(s): F, F1, F10, F14, F17 Research Theme(s): Models and tools, Economic models, Monetary policy, Real economy and forecasting, Structural challenges, International trade, finance and competitiveness
The BoC-BoE Sovereign Default Database Revisited: What’s New in 2018? Staff working paper 2018-30 David Beers, Jamshid Mavalwalla Until recently, there have been few efforts to systematically measure and aggregate the nominal value of the different types of sovereign government debt in default. To help fill this gap, the Bank of Canada’s Credit Rating Assessment Group (CRAG) has developed a comprehensive database of sovereign defaults posted on the Bank of Canada’s website that now is updated in partnership with the Bank of England. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F3, F34, G, G1, G10, G14, G15 Research Theme(s): Financial markets and funds management, Funds management, Financial system, Financial stability and systemic risk
June 18, 2005 Recent Trends in Canadian Defined-Benefit Pension Sector Investment and Risk Management Bank of Canada Review - Summer 2005 Eric Tuer, Elizabeth Woodman Defined-benefit (DB) pension plans account for the majority of employer pension fund assets. In recent years, a number of DB plans have become underfunded, in sharp contrast to the 1990s, when many plans had large actuarial surpluses. The deterioration in the financial health of DB plans has underscored various longer-term structural issues that could make it increasingly difficult for plan sponsors to manage the financial risks of these plans. Tuer and Woodman examine how funding deficits, a greater focus on plan liabilities, a low yield environment, and changing investment beliefs are influencing investment decisions in the Canadian DB pension sector. They review the funding of DB plans, changing views on the equity-risk premium, and the shift towards liability-centred approaches to investment and how these developments are affecting pension sector investment. They also consider additional influences on the pension sector, including the limited supply of long-term bonds, the elimination of the foreign-property rule, and the movement towards fair-value accounting and a financial-economics approach to actuarial valuation, as well as their implications for financial markets. Content Type(s): Publications, Bank of Canada Review articles
Government of Canada Fixed-Income Market Ecology II: Government of Canada Bond Dealing Staff analytical paper 2026-11 Petr Kocourek, Adrian Walton This analytical paper examines the organization of Government of Canada bond dealing. We focus on dealers’ hedging and funding practices, the market infrastructures that support those practices, and trading costs across the yield curve. This paper builds on earlier work discussing Canada’s fixed-income market: "Government of Canada Fixed-Income Market Ecology." Content Type(s): Staff research, Staff analytical paper JEL Code(s): G, G1, G10, G2, G20, H, H6, H63 Research Theme(s): Financial markets and funds management, Market functioning, Market structure, Financial system, Financial institutions and intermediation, Financial stability and systemic risk
June 20, 2010 Financial System Review - June 2010 Risks to the stability of both the Canadian and the global financial systems appeared to be diminishing for most of the period since the last Financial System Review (FSR), as the recovery in financial conditions and the macroeconomic environment continued to solidify.FSR Highlights - June 2010 Content Type(s): Publications, Financial Stability Report
Accounting for Real Exchange Rates Using Micro‐Data Staff working paper 2017-12 Mario J. Crucini, Anthony Landry The classical dichotomy predicts that all of the time-series variance in the aggregate real exchange rate is accounted for by non-traded goods in the consumer price index (CPI) basket because traded goods obey the Law of One Price. In stark contrast, Engel (1999) claimed the opposite: that traded goods accounted for all of the variance. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F3 Research Theme(s): Financial markets and funds management, International markets and currencies, Structural challenges, International trade, finance and competitiveness