Unintended consequences of liquidity regulation Staff Analytical Note 2025-28 Omar Abdelrahman, Josef Schroth When a bank holds a lot of safe assets, it is well situated to deal with funding stress. But when all banks hold a lot of safe assets, a pecuniary externality implies that their (wholesale) funding costs increase. This reduces banks’ ability to hold capital buffers and thus, paradoxically, increases the frequency of funding stress. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Credit and credit aggregates, Financial stability, Financial system regulation and policies JEL Code(s): E, E4, E44, E6, G, G2, G21, G28
Order Flow Segmentation, Liquidity and Price Discovery: The Role of Latency Delays Staff Working Paper 2018-16 Michael Brolley, David Cimon Latency delays—known as “speed bumps”—are an intentional slowing of order flow by exchanges. Supporters contend that delays protect market makers from high-frequency arbitrage, while opponents warn that delays promote “quote fading” by market makers. We construct a model of informed trading in a fragmented market, where one market operates a conventional order book and the other imposes a latency delay on market orders. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial system regulation and policies, Market structure and pricing JEL Code(s): G, G1, G14, G18
Competition in Banking: A Review of the Literature Staff Working Paper 2004-24 Carol Ann Northcott The author reviews the theoretical and empirical literature to examine the traditional perception that the following trade-off exists between economic efficiency and stability in the banking system: a competitive banking system is more efficient and therefore important to growth, but market power is necessary for stability in the banking system. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial services, Market structure and pricing JEL Code(s): G, G2, G21, G28, L, L1, L11, L12, L13, L16
Inflation and Relative Price Dispersion in Canada: An Empirical Assessment Staff Working Paper 2005-28 André Binette, Sylvain Martel The authors investigate empirically the relationship between different aspects of inflation and relative price dispersion in Canada using a Markov regime-switching Phillips curve. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices JEL Code(s): C, C3, C32, E, E3, E31
On the Advantages of Disaggregated Data: Insights from Forecasting the U.S. Economy in a Data-Rich Environment Staff Working Paper 2010-10 Nikita Perevalov, Philipp Maier The good forecasting performance of factor models has been well documented in the literature. While many studies focus on a very limited set of variables (typically GDP and inflation), this study evaluates forecasting performance at disaggregated levels to examine the source of the improved forecasting accuracy, relative to a simple autoregressive model. We use the latest revision of over 100 U.S. time series over the period 1974-2009 (monthly and quarterly data). Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C50, C53, E, E3, E37, E4, E47
Using Payments Data to Nowcast Macroeconomic Variables During the Onset of COVID-19 Staff Working Paper 2021-2 James Chapman, Ajit Desai We use retail payment data in conjunction with machine learning techniques to predict the effects of COVID-19 on the Canadian economy in near-real time. Our model yields a significant increase in macroeconomic prediction accuracy over a linear benchmark model. 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, C53, C55, E, E3, E37, E4, E42, E5, E52
November 14, 2013 Assessing Financial System Vulnerabilities: An Early Warning Approach Bank of Canada Review - Autumn 2013 Gurnain Pasricha, Tom Roberts, Ian Christensen, Brad Howell This article focuses on a quantitative method to identify financial system vulnerabilities, specifically, an imbalance indicator model (IIM) and its application to Canada. An IIM identifies potential vulnerabilities in a financial system by comparing current economic and financial data with data from periods leading up to past episodes of financial stress. It complements other sources of information - including market intelligence and regular monitoring of the economy - that policy-makers use to assess vulnerabilities. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Econometric and statistical methods, Financial stability, Monetary and financial indicators JEL Code(s): E, E6, E66, G, G0, G01
Taylor Rules in the Quarterly Projection Model Staff Working Paper 2002-1 Ben Fung, Dinah Maclean, Jamie Armour In recent years, there has been a lot of interest in Taylor-type rules. Evidence in the literature suggests that Taylor-type rules are optimal in a number of models and are fairly robust across different models. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Monetary policy and uncertainty, Monetary policy framework JEL Code(s): E, E5, E52
November 16, 2016 Follow the Money: A Canadian Perspective on Financial Globalization Remarks Timothy Lane Centre for International Governance Innovation (CIGI) Waterloo, Ontario Deputy Governor Timothy Lane discusses the benefits and challenges of international capital mobility. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Balance of payments and components, Exchange rates, Financial markets, International financial markets, Market structure and pricing, Trade integration
Central Bank Digital Currencies: A Framework for Assessing Why and How Staff Discussion Paper 2016-22 Ben Fung, Hanna Halaburda Digital currencies have attracted strong interest in recent years and have the potential to become widely adopted for use in making payments. Public authorities and central banks around the world are closely monitoring developments in digital currencies and studying their implications for the economy, the financial system and central banks. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Digital currencies and fintech, Financial services, Payment clearing and settlement systems JEL Code(s): E, E4, E41, E42