Familiarity with Crypto and Financial Concepts: Cryptoasset Owners, Non-Owners, and Gender Differences Staff Working Paper 2024-48 Daniela Balutel, Walter Engert, Christopher Henry, Kim Huynh, Doina Rusu, Marcel Voia Measuring cryptoasset knowledge alongside financial knowledge enhances our understanding of individuals' decisions to purchase cryptoassets. This paper uses microdata from the Bank of Canada’s Bitcoin Omnibus Survey to examine gender differences and the interrelationship between crypto and financial knowledge through an empirical joint analysis. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Digital currencies and fintech, Econometric and statistical methods JEL Code(s): C, C8, C81, D, D1, D14, D9, D91, G, G5, G53, O, O5, O51
Heterogeneous Returns to U.S. College Selectivity and the Value of Graduate Degree Attainment Staff Working Paper 2013-46 Mai Seki Existing studies on the returns to college selectivity have mixed results, mainly due to the difficulty of controlling for selection into more-selective colleges based on unobserved ability. Content Type(s): Staff research, Staff working papers Research Topic(s): Labour markets JEL Code(s): C, C3, C30, I, I2, I21
Payment Habits During COVID-19: Evidence from High-Frequency Transaction Data Staff Working Paper 2021-43 Tatjana Dahlhaus, Angelika Welte We examine how consumers have adjusted their payment habits during the COVID-19 pandemic. They seem to perform fewer transactions, spend more in each transaction, use less cash at the point of sale and withdraw cash from ATMs linked to their financial institution more often than from other ATMs. Content Type(s): Staff research, Staff working papers Research Topic(s): Coronavirus disease (COVID-19), Domestic demand and components, Payment clearing and settlement systems, Recent economic and financial developments JEL Code(s): C, C2, C22, C5, C55, D, D1, D12, E, E2, E21, E4, E42, E5, E52
Currency Fluctuations, Liability Dollarization, and the Choice of Exchange Rate Regimes in Emerging Markets Staff Working Paper 2002-6 Patrick Osakwe Traditional models of exchange rate regimes ignore the destabilizing effects of sharp and unanticipated exchange rate movements. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rate regimes JEL Code(s): E, E5, E52, F, F3, F31, F4, F41
Entrepreneurial Risk, Credit Constraints, and the Corporate Income Tax: A Quantitative Exploration Staff Working Paper 2002-21 Césaire Meh This paper describes the positive effect that corporate income tax has on capital formation in the presence of liquidity constraints and uninsurable risk. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Fiscal policy JEL Code(s): D, D3, D31, E, E6, E62, H, H2, H20, H23
Estimating the impacts on GDP of natural disasters in Canada Staff Analytical Note 2025-5 Tatjana Dahlhaus, Thibaut Duprey, Craig Johnston Extreme weather events contribute to increased volatility in both economic activity and prices, interfering with the assessment of the true underlying trends of the economy. With this in mind, we conduct a timely assessment of the impact of natural disasters on Canadian gross domestic product (GDP). Content Type(s): Staff research, Staff analytical notes Research Topic(s): Climate change, Domestic demand and components, Econometric and statistical methods, Fiscal policy, Regional economic developments JEL Code(s): B, B2, B23, C, C1, C13, C2, C23, E, E1, E17, E3, E37, E6, E62, H, H6
Analysis of Asymmetric GARCH Volatility Models with Applications to Margin Measurement Staff Working Paper 2018-21 Elena Goldman, Xiangjin Shen We explore properties of asymmetric generalized autoregressive conditional heteroscedasticity (GARCH) models in the threshold GARCH (GTARCH) family and propose a more general Spline-GTARCH model, which captures high-frequency return volatility, low-frequency macroeconomic volatility as well as an asymmetric response to past negative news in both autoregressive conditional heteroscedasticity (ARCH) and GARCH terms. 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, C58, G, G1, G19, G2, G23, G28
Does the Buck Stop Here? A Comparison of Withdrawals from Money Market Mutual Funds with Floating and Constant Share Prices Staff Working Paper 2012-25 Jonathan Witmer Recent reform proposals call for an elimination of the constant net asset value (NAV) or “buck” in money market mutual funds to reduce the occurrence of runs. Outside the United States, there are several countries that have money market mutual funds with and without constant NAVs. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial stability, Market structure and pricing JEL Code(s): F, F3, F30, G, G0, G01, G1, G18, G2, G20
Monetary Policy, Trends in Real Interest Rates and Depressed Demand Staff Working Paper 2021-27 Paul Beaudry, Césaire Meh Over the last few decades, real interest rates have trended downward. The most common explanation is that this reflects depressed demand due to demographic, technological and other real factors. We explore the claim that these trends may have been amplified by certain features of monetary policy. Content Type(s): Staff research, Staff working papers Research Topic(s): Debt management, Economic models, Fiscal policy, Inflation and prices, Interest rates, Monetary policy JEL Code(s): E, E2, E4, E43, E44, E5, E52, E6, E62, E63, H, H3, H6, H63
The Global Effects of U.S. Fiscal Policy Staff Discussion Paper 2008-8 Kimberly Beaton The author examines the global impact of U.S. fiscal policy using the Bank of Canada's Global Economy Model (Lalonde and Muir 2007). In particular, she examines the global macroeconomic implications of the expiration of major tax cuts in the United States and of expected increases in U.S. entitlement program expenditures. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Fiscal policy, International topics, Regional economic developments JEL Code(s): H, H0, H2, H3