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 Research Topic(s): Econometric and statistical methods, Financial services, Financial system regulation and policies, Housing JEL Code(s): D, D1, D14, G, G2, G21, G28
How to Predict Financial Stress? An Assessment of Markov Switching Models Staff Working Paper 2017-32 Benjamin Klaus, Thibaut Duprey This paper predicts phases of the financial cycle by using a continuous financial stress measure in a Markov switching framework. The debt service ratio and property market variables signal a transition to a high financial stress regime, while economic sentiment indicators provide signals for a transition to a tranquil state. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Central bank research, Econometric and statistical methods, Financial markets, Financial stability, Financial system regulation and policies, Monetary and financial indicators JEL Code(s): C, C5, C54, G, G0, G01, G1, G15
Is anyone surprised? The high-frequency impact of US and domestic macroeconomic data announcements on Canadian asset prices Staff Analytical Note 2025-10 Blake DeBruin Martos, Rodrigo Sekkel, Henry Stern, Xu Zhang Using almost two decades of detailed high-frequency data, we show how Canadian interest rates, the CAD/USD spot exchange rate, and stock market returns react to both US and domestic macro announcements. We find that Canadian macroeconomic announcements invoke greater responses in short-term yields, whereas US macroeconomic announcements play an increasingly important role in the yield movements of longer-term assets. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Asset pricing, Exchange rates, Financial markets JEL Code(s): G, G1, G14, G15
Monetary Policy in an Estimated DSGE Model with a Financial Accelerator Staff Working Paper 2006-9 Ian Christensen, Ali Dib The authors estimate a sticky-price dynamic stochastic general-equilibrium model with a financial accelerator, à la Bernanke, Gertler, and Gilchrist (1999), to assess the importance of financial frictions in the amplification and propagation of the effects of transitory shocks. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods, Economic models JEL Code(s): E, E3, E32, E37, E4, E44
On the Value of Virtual Currencies Staff Working Paper 2016-42 Wilko Bolt, Maarten van Oordt This paper develops an economic framework to analyze the exchange rate of virtual currency. Three components are important: first, the current use of virtual currency to make payments; second, the decision of forward-looking investors to buy virtual currency (thereby effectively regulating its supply); and third, the elements that jointly drive future consumer adoption and merchant acceptance of virtual currency. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Digital currencies and fintech, Exchange rates JEL Code(s): E, E4, E42, E5, E51, F, F3, F31, G, G1
Futures Markets, Oil Prices and the Intertemporal Approach to the Current Account Staff Working Paper 2008-48 Elif Arbatli The intertemporal approach to the current account suggests modeling movements in the current account in a forward-looking, dynamic framework. In this framework, the current account reflects consumption smoothing of agents that lend and borrow from the rest of the world in the face of transitory shocks to income. Content Type(s): Staff research, Staff working papers Research Topic(s): Balance of payments and components JEL Code(s): C, C2, C22, F, F2, F21, F3, F32, G, G1, G13
External Stability, Real Exchange Rate Adjustment and the Exchange Rate Regime in Emerging-Market Economies Staff Discussion Paper 2011-5 Olivier Gervais, Lawrence L. Schembri, Lena Suchanek In emerging-market economies, real exchange rate adjustment is critical for maintaining a sustainable current account position and thereby for helping to reduce macroeconomic and financial instability. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Development economics, Exchange rate regimes, International topics JEL Code(s): F, F3, F31, F32, F4, F41
Average is Good Enough: Average-inflation Targeting and the ELB Staff Working Paper 2020-31 Robert Amano, Stefano Gnocchi, Sylvain Leduc, Joel Wagner The Great Recession and current pandemic have focused attention on the constraint on nominal interest rates from the effective lower bound. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models, Monetary policy framework JEL Code(s): E, E3, E31, E32, E5, E52
Survey-Based Estimates of the Term Structure of Expected U.S. Inflation Staff Working Paper 2006-46 Sharon Kozicki, P. A. Tinsley Surveys provide direct information on expectations, but only short histories are available at quarterly frequencies or for long-horizon expectations. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, Inflation targets, Monetary policy and uncertainty JEL Code(s): E, E3, E5
The Safety of Government Debt Staff Working Paper 2013-34 Kartik Anand, Prasanna Gai We examine the safety of government bonds in the presence of Knightian uncertainty amongst financial market participants. In our model, the information insensitivity of government bonds is driven by strategic complementarities across counterparties and the structure of trading relationships. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial stability, International financial markets JEL Code(s): D, D8, D81, E, E4, E44, F, F0, F02, F4, F41, G, G1, G15