Foreign Exchange Fixings and Returns Around the Clock Staff working paper 2021-48 Ingomar Krohn, Philippe Mueller, Paul Whelan We document a new empirical finding in the foreign exchange market: currency returns show systematic reversals around the benchmark fixings. Specifically, the US dollar, on average, appreciates in the hours before fixes and depreciates after fixes. Content Type(s): Staff research, Staff working papers JEL Code(s): F, F3, F31, G, G1, G15 Research Theme(s): Financial markets and funds management, International markets and currencies, Market functioning
June 11, 2009 The Complexities of Financial Risk Management and Systemic Risks Bank of Canada Review - Summer 2009 Frank Milne Risk-management systems in financial institutions have come under increasing scrutiny in light of the current financial crisis, resulting in calls for improvements and an increased role for regulators. Yet such objectives miss the intricacy at the heart of the risk-management process. This article outlines the complexity inherent in any modern risk-management system, which arises because there are shortcuts in the theoretical models that risk managers need to be aware of, as well as the difficulties in sensible calibration of model parameters. The author suggests that prudential regulation of such systems should focus on failures within the financial firm and in the market interactions between firms and reviews possible strategies that can improve the performance of risk management and microprudential regulatory practice. Content Type(s): Publications, Bank of Canada Review articles
August 16, 2012 An Analysis of Indicators of Balance-Sheet Risks at Canadian Financial Institutions Bank of Canada Review - Summer 2012 David Xiao Chen, H. Evren Damar, Hani Soubra, Yaz Terajima This article examines four indicators of balance-sheet risks—leverage, capital, asset liquidity and funding—among different types of financial institutions in Canada over the past three decades. It also discusses relevant developments in the banking sector that could have contributed to the observed dynamics. The authors find that the various risk indicators decreased during the period for most of the non-Big Six financial institutions, but remained relatively unchanged for the Big Six banks. In addition, the balance-sheet risk indicators became more heterogeneous across financial institutions. The observed overall decline and increased heterogeneity follow certain regulatory changes, such as the introduction of the liquidity guidelines on funding in 1995 and the implementation of bank-specific leverage requirements in 2000. Given that these regulations required more balance-sheet risk management, they have likely contributed to the increased resilience of the banking sector. Content Type(s): Publications, Bank of Canada Review articles JEL Code(s): G, G2, G21, G28
The Price Impact of Canadian Retaliatory Tariffs Staff working paper 2026-22 Alberto Cavallo, Olena Kostyshyna, Oleksiy Kryvtsov, Matías Vieyra How do import tariffs affect retail prices? We combine daily product-level posted prices from seven major Canadian retailers with product-level tariff exposure to estimate tariff effects. Prices of tariffed goods rose gradually, peaking at 6% after three months, implying pass-through of roughly one quarter of the 25% tariff. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E5, E52, F, F1, F13 Research Theme(s): Monetary policy, Inflation dynamics and pressures
Measuring the AI Economy Staff working paper 2026-20 Anton Korinek, Patrick McKelvey We construct a macroeconomic estimate of total AI production in the United States, combining inference and R&D/training activities with quality adjustments to account for algorithmic progress. We then develop a nascent framework for "AI GDP" that tracks the AI economy as a coherent whole, complementing traditional national accounts. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C4, C43, E, E0, E01, E2, E22, E3, E31, O, O3, O33, O4, O47 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting, Structural challenges, Digitalization and productivity
High-Frequency Cross-Sectional Identification of Military News Shocks Staff working paper 2025-27 Francesco Amodeo, Edoardo Briganti We identify and quantify fiscal news shocks, compiling events (2001–2023) that altered the expected path of U.S. defense expenditure. For each event, we estimate market-implied shifts in expected spending. A shift-share analysis yields a two-year, metropolitan statistical area–level GDP multiplier of approximately 1 for U.S. military build-ups. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E20, E3, E30, E32, E6, E60, E62, E65 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Monetary policy framework and transmission, Real economy and forecasting
Downward Nominal Wage Rigidity in Canada: Evidence from Micro- Level Data Staff working paper 2016-40 Dany Brouillette, Olena Kostyshyna, Natalia Kyui We assess the importance of downward nominal wage rigidity (DNWR) in Canada using both firm- and worker-level microdata. In particular, we analyze employer-level administrative data from the Major Wage Settlements (MWS) and household-based survey data from the Survey of Labour Income Dynamics (SLID). Content Type(s): Staff research, Staff working papers JEL Code(s): E, E2, E24, J, J3, J30 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Structural challenges, Demographics and labour supply
December 22, 2003 Current Account Imbalances: Some Key Issues for the Major Industrialized Countries Bank of Canada Review - Winter 2003-2004 Jocelyn Jacob The resurgence of sizable current account imbalances in the major economies in recent years, particularly the tripling of the U.S. deficit, has led to renewed academic and public discussions about their sustainability. Jacob's main objective is to show that current account balances are simply the outcome of various relative structural and cyclical forces between trading partners. He reviews the factors behind the changes in the current account positions of the three largest industrial economies (the United States, Japan, and the euro area). Two strong determinants shaping the current account balances are the faster increase in U.S. productivity compared with that of other major economies and, more recently, the loosening in the U.S. fiscal stance. Jacob also reviews a range of outside assessments from such sources as the Organisation for Economic Co-operation and Development and the International Monetary Fund, as well as the academic literature, to determine the possible risks to macroeconomic and financial stability. Content Type(s): Publications, Bank of Canada Review articles
September 15, 2008 The Effects of Recent Relative Price Movements on the Canadian Economy Bank of Canada Review - Autumn 2008 David Dupuis, Philippe Marcil Although the standard of living of Canadians has improved as a result of terms-of-trade gains created by the sharp rise in real commodity prices over the past five years or so, the commodity-price increase, combined with an exchange rate appreciation and real income gain, triggered structural adjustments by altering underlying economic incentives. The frictions generated in adjusting to the relative price shock have likely contributed to hold back aggregate productivity growth. Dupuis and Marcil examine the structural adjustments that have been required-in particular, the resource reallocation among the different sectors of the economy-and its effects on employment, output, and productivity, as well as the responses of final domestic demand and external trade flows. Content Type(s): Publications, Bank of Canada Review articles
May 9, 2024 Financial Stability Report—2024 Tiff Macklem, Carolyn Rogers, Toni Gravelle, Sharon Kozicki, Rhys R. Mendes, Nicolas Vincent Canada’s financial system remains resilient. Over the past year, households, businesses, banks and non-bank financial institutions have continued to proactively adjust to higher interest rates. But this adjustment is not yet over and continues to present risks to financial stability. Key risks include those related to debt serviceability and asset valuations. Content Type(s): Publications, Financial Stability Report