Assessing risks to oil prices through options markets Sparks at Bank article Harshbir Kaur, Eugene Trostin, Rishi Vala After the war in the Middle East began, futures markets hinted at how long oil prices could stay above their pre-war levels. Options on those futures further reveal how investors see the range and balance of risks around future oil prices—which helps central banks assess risks to inflation. Content Type(s): Staff research, Sparks at Bank article Research Theme(s): Financial markets and funds management, Market functioning, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
Monte Carlo Likelihood-Ratio Tests for Markov Switching Models Staff analytical paper 2026-34 Gabriel Rodriguez Rondon, Jean-Marie Dufour This paper develops Monte Carlo likelihood-ratio tests for determining the number of regimes in Markov switching models. Unlike most existing procedures, which focus on testing one versus two regimes, the proposed methods allow testing an arbitrary number of regimes. They are valid in finite samples, robust to identification problems, and applicable to nonstationary, multivariate, and Markov switching GARCH models. Content Type(s): Staff research, Staff analytical paper JEL Code(s): C, C1, C12, C15, C2, C22, C3, C32, C4, C46, C5, C52, E, E3, E32 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Monetary policy, Real economy and forecasting
Supply and Demand-Driven inflation: Decomposition and policy implications Staff analytical paper 2026-33 Kira Kang, Rodrigo Sekkel, Temel Taskin, Jing Yang This note uses detailed expenditure data to decompose Canadian inflation into supply- and demand-driven components. The analysis sheds light on the drivers of post-pandemic inflation and shows that monetary policy primarily affects and responds to demand-driven inflation. Content Type(s): Staff research, Staff analytical paper JEL Code(s): E, E3, E31, E5, E52, E58 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission
The Boundaries of Bank Funding: The Case of Canadian Cash ETFs Staff analytical paper 2026-32 Jean-Sébastien Fontaine, Vincent Meh, Jayden Plener The rise and transformation of Canadian cash ETFs highlight that banking liquidity regulation affects more than bank resilience. By changing the relative attractiveness of deposits and securities, it can shape where asset managers allocate their cash across the financial system. Content Type(s): Staff research, Staff analytical paper Research Theme(s): Financial markets and funds management, Funds management, Financial system, Financial institutions and intermediation
Central Clearing in Repo Markets: Do the Benefits Extend to Non-Dealers? Staff analytical paper 2026-31 Danny Auger, Adrian Walton This note examines whether central clearing of repos benefits non-dealer participants in Canadian fixed-income markets. While prior research highlights lower funding and balance-sheet costs for dealers, less is known about client effects. Understanding these broader implications is important for assessing central clearing’s contribution to market efficiency and resilience. Content Type(s): Staff research, Staff analytical paper JEL Code(s): E, E4, E44, G, G1, G12, G2, G21, G23 Research Theme(s): Financial markets and funds management, Market structure
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
Data Externalities, Market Power, and the Optimal Design of Central Bank Digital Currencies Staff working paper 2026-21 Yuteng Cheng, Jonathan Chiu, Mohammad Davoodalhosseini, Janet Hua Jiang This paper studies how a central bank should design a CBDC when private payment providers collect and monetize transaction data. It characterizes the optimal CBDC’s pricing and data policy, and shows how its effects on private payment use and total data depend on market power and data externalities. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2, L, L1, L14 Research Theme(s): Money and payments, Digital assets and fintech, Payment and financial market infrastructures, Retail payments
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
How Indigenous-owned firms finance their operations Sparks at Bank article James Fudurich, Calista Cheung, Farrukh Suvankulov, Selam Abraham Businesses that can’t easily access credit experience slower growth. Indigenous-owned firms are less likely than other firms in Canada to use conventional lending products—like loans or lines of credit from banks. We look at why Indigenous-owned businesses may face barriers to accessing credit. Content Type(s): Staff research, Sparks at Bank article Research Theme(s): Financial system, Household and business credit, Monetary policy, Monetary policy framework and transmission
The trade-offs between different designs of tokenized systems Sparks at Bank article Sriram Darbha, Rakesh Arora As interest in tokenization grows, so too does the focus on the design of tokenized systems. Different approaches—such as centralized or decentralized systems—could achieve similar outcomes. But the choice of design involves consequential trade-offs that shape how the entire ecosystem evolves. Content Type(s): Staff research, Sparks at Bank article Research Theme(s): Financial system, Financial stability and systemic risk, Money and payments, Digital assets and fintech, Payment and financial market infrastructures