Staff research

• The Role of Long-Term Contracting in Business Lending

  Staff working paper 2024-2 Phoebe Tian

  This paper examines inefficiencies arising from a lack of long-term contracting in small business lending in China.

  Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D83, D86, G, G2, G21, L, L1, L14, L2, L26 Research Theme(s): Financial system, Financial institutions and intermediation, Household and business credit, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission

• Market structure of cryptoasset exchanges: Introduction, challenges and emerging trends

  Staff analytical note 2024-2 Vladimir Skavysh, Jacob Sharples, Sofia Priazhkina, Salman H. Hasham

  This paper provides an overview of cryptoasset exchanges. We contrast their design with exchanges in traditional financial markets and discuss emerging regulatory trends and innovations aimed at solving the problems cryptoasset exchanges face.

  Content Type(s): Staff research, Staff analytical notes JEL Code(s): G, G1, G15, L, L1 Research Theme(s): Financial markets and funds management, Market structure, Money and payments, Digital assets and fintech

• 2022 Methods-of-Payment Survey Report: Cash Use Over 13 Years

  Staff discussion paper 2024-1 Christopher Henry, Doina Rusu, Matthew Shimoda

  We present results from the 2022 Methods-of-Payment Survey, including updated payment shares based on a three-day shopping diary. We also assess various factors associated with long-term trends in cash use.

  Content Type(s): Staff research, Staff discussion papers JEL Code(s): D, D8, D83, E, E4, E41 Research Theme(s): Money and payments, Cash and bank notes, Retail payments

• Extreme Weather and Low-Income Household Finance: Evidence from Payday Loans

  Staff working paper 2024-1 Shihan Xie, Victoria Wenxin Xie, Xu Zhang

  This paper explores the impact of extreme weather exposures on the financial outcomes of low-income households. Our findings highlight the heightened financial vulnerability of low-income households to environmental shocks and underscore the need for targeted policies.

  Content Type(s): Staff research, Staff working papers JEL Code(s): G, G5, Q, Q5, Q54 Research Theme(s): Financial system, Household and business credit, Structural challenges, Climate change

• Modelling Canadian mortgage debt and payments in a semi-structural model

  Staff analytical note 2024-1 Fares Bounajm, Austin McWhirter

  We show how Canadian mortgage debt dynamics can be modelled in a semi-structural macroeconomic model, such as the Bank of Canada’s LENS. The model we propose accounts for Canada’s unique mortgage debt structure.

  Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E2, E27, E4, E43, E47, G, G5, G51 Research Theme(s): Financial system, Household and business credit, Models and tools, Economic models, Monetary policy, Monetary policy framework and transmission
• December 31, 2023

  Quarterly Research Update – 2023 Q4

  This newsletter features the latest research publications by Bank of Canada economists including external publications and working papers published on the Bank of Canada’s website.

  Content Type(s): Staff research, Research newsletters

• Procyclicality in Central Counterparty Margin Models: A Conceptual Tool Kit and the Key Parameters

  Staff discussion paper 2023-34 Alper Odabasioglu

  Regulators need to provide effective procyclicality guidance, and central counterparties must design and calibrate their margin systems and procyclicality frameworks appropriately. To serve these needs, we provide a novel conceptual tool kit. Further, we highlight that the focus should be on the key margin system parameters in determining procyclicality.

  Content Type(s): Staff research, Staff discussion papers JEL Code(s): G, G0, G01, G2, G23, G28 Research Theme(s): Financial system, Financial stability and systemic risk, Financial system regulation and oversight, Money and payments, Payment and financial market infrastructures

• Communicating Inflation Uncertainty and Household Expectations

  Staff working paper 2023-63 Olena Kostyshyna, Luba Petersen

  We examine the value of direct communication to households about inflation and the uncertainty around inflation statistics. All types of information about inflation are effective at immediately managing inflation expectations, with information about outlooks being more effective and relevant than that about recent inflation and Bank targets.

  Content Type(s): Staff research, Staff working papers JEL Code(s): C, C9, C93, D, D8, D84, E, E5, E59, E7 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission, Monetary policy tools and implementation

• Monetary Policy and Racial Inequality in Housing Markets: A Study of 140 US Metropolitan Areas

  Staff working paper 2023-62 Qi Li, Xu Zhang

  We find that minority households see greater declines in housing returns and entries into homeownership than White households after a tightening of monetary policy. Our findings emphasize the unintended consequences of monetary policy on racial inequality in the housing market.

  Content Type(s): Staff research, Staff working papers JEL Code(s): E, E4, E40, E5, E52, R, R0, R00 Research Theme(s): Financial system, Household and business credit, Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission

• Predictive Density Combination Using a Tree-Based Synthesis Function

  Staff working paper 2023-61 Tony Chernis, Niko Hauzenberger, Florian Huber, Gary Koop, James Mitchell

  This paper studies non-parametric combinations of density forecasts. We introduce a regression tree-based approach that allows combination weights to vary on the features of the densities, time-trends or economic indicators. In two empirical applications, we show the benefits of this approach in terms of improved forecast accuracy and interpretability.

  Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C11, C3, C32, C5, C53 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting