Financial markets

• 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 Research Topic(s): Coronavirus disease (COVID-19), Credit risk management, Financial institutions, Financial markets, Financial stability, Financial system regulation and policies JEL Code(s): G, G0, G01, G2, G23, G28

• Understanding the Systemic Implications of Climate Transition Risk: Applying a Framework Using Canadian Financial System Data

  Staff Discussion Paper 2023-32 Gabriel Bruneau, Javier Ojea Ferreiro, Andrew Plummer, Marie-Christine Tremblay, Aidan Witts

  Our study aims to gain insight on financial stability and climate transition risk. We develop a methodological framework that captures the direct effects of a stressful climate transition shock as well as the indirect—or systemic—implications of these direct effects. We apply this framework using data from the Canadian financial system.

  Content Type(s): Staff research, Staff discussion papers Research Topic(s): Climate change, Economic models, Financial institutions, Financial markets, Financial stability JEL Code(s): C, C6, C63, G, G0, G01, G1, G10, G2, G20, Q, Q5, Q54

• Supporting the Transition to Net-Zero Emissions: The Evolving Role of Central Banks

  Staff Discussion Paper 2023-31 Karen McGuinness

  While climate change was largely tackled by government policies in the past, central banks are increasingly grappling with the risks climate change poses. They are evaluating their operational policies to reflect these risks and the transition to a net-zero economy. This paper explores the trade-offs and considerations central banks face.

  Content Type(s): Staff research, Staff discussion papers Research Topic(s): Central bank research, Climate change, Financial markets JEL Code(s): D, D5, D53, E, E5, E58, E6, E63, G, G3, G32, Q, Q5, Q54

• Central Bank Crisis Interventions: A Review of the Recent Literature on Potential Costs

  Staff Discussion Paper 2023-30 Patrick Aldridge, David Cimon, Rishi Vala

  Central banks’ actions to stabilize financial markets and implement monetary policy during crises may come with costs and side effects. We provide a literature review of these costs and discuss measures that may mitigate the negative impacts of crisis actions.

  Content Type(s): Staff research, Staff discussion papers Research Topic(s): Central bank research, Financial institutions, Financial markets, Financial stability, Lender of last resort JEL Code(s): E, E5, E58, G, G1, G10, G2, G20
• November 9, 2023

  Getting used to higher interest rates

  Speech summary Carolyn Rogers Advocis Vancouver Vancouver, British Columbia

  Senior Deputy Governor Carolyn Rogers talks about why interest rates could settle at a higher level than Canadians are used to and why preparing early for that possible outcome is important.

  Content Type(s): Press, Speeches and appearances, Speech summaries Research Topic(s): Credit risk management, Financial institutions, Financial markets, Financial stability, Firm dynamics, Interest rates, Monetary and financial indicators, Recent economic and financial developments
• November 9, 2023

  Financial stability in a world of higher interest rates

  Remarks Carolyn Rogers Advocis Vancouver Vancouver, British Columbia

  Senior Deputy Governor Carolyn Rogers talks about financial stability in an era of higher interest rates.

  Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Credit risk management, Financial institutions, Financial markets, Financial stability, Firm dynamics, Interest rates, Monetary and financial indicators, Recent economic and financial developments

• Borrow Now, Pay Even Later: A Quantitative Analysis of Student Debt Payment Plans

  Staff Working Paper 2023-54 Michael Boutros, Nuno Clara, Francisco Gomes

  We investigate alternative student debt contracts that defer payments and ease the burden of student loans on US households by preserving disposable income early in borrowers’ lives. Our model shows substantial welfare gains from these contracts relative to existing plans and gains similar to the Biden administration's proposals but with a significantly lower cost.

  Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Economic models, Financial markets, Labour markets, Market structure and pricing JEL Code(s): E, E2, G, G5, H, H3

• Estimating the Appropriate Quantity of Settlement Balances in a Floor System

  Staff Discussion Paper 2023-26 Narayan Bulusu, Matthew McNeely, Kaetlynd McRae, Jonathan Witmer

  This paper presents two complementary approaches to estimating the appropriate quantity of settlement balances needed to effectively operate monetary policy under a floor system in Canada.

  Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial institutions, Financial markets, Financial system regulation and policies, Monetary policy implementation, Payment clearing and settlement systems JEL Code(s): E, E4, E41, E42, E5, E52, E58, G, G2, G21, G28

• Predicting Changes in Canadian Housing Markets with Machine Learning

  Staff Discussion Paper 2023-21 Johan Brannlund, Helen Lao, Maureen MacIsaac, Jing Yang

  We apply two machine learning algorithms to forecast monthly growth of house prices and existing homes sales in Canada. Although the algorithms can sometimes outperform a linear model, the improvement in forecast accuracy is not always statistically significant.

  Content Type(s): Staff research, Staff discussion papers Research Topic(s): Econometric and statistical methods, Financial markets, Housing JEL Code(s): A, C, C4, C45, C5, C53, D, D2, R, R2, R3

• Tattle-tails: Gauging downside risks using option prices

  Staff Analytical Note 2023-13 Greg Adams, Maksym Tupis

  Options markets offer unique insights into the changing risks different assets face, which helps us better understand the broader risks to the Canadian economy. We show how option prices help reveal that investors did not anticipate large downside risks to either major Canadian banks or economic growth during the March 2023 financial sector system stress, a period when policy-makers and investors were unsure of what the future held for Canada’s economy.

  Content Type(s): Staff research, Staff analytical notes Research Topic(s): Financial markets, Monetary policy and uncertainty, Recent economic and financial developments JEL Code(s): E, E4, E44, E5, E52