Economic models

• 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 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
• December 15, 2023

  Lessons learned and looking ahead

  Speech summary Tiff Macklem Canadian Club Toronto Toronto, Ontario

  In his year-end remarks, Governor Tiff Macklem discusses how lessons learned from recent economic volatility are reshaping the way the Bank of Canada conducts economic analysis and communicates with the public.

  Content Type(s): Press, Speeches and appearances, Speech summaries Topic(s): Economic models, Expectations, Inflation and prices, Inflation: costs and benefits, Interest rates, Labour markets, Monetary policy, Monetary policy and uncertainty, Monetary policy communications, Monetary policy transmission, Price stability
• December 15, 2023

  The path to price stability

  Remarks Tiff Macklem Canadian Club Toronto Toronto, Ontario

  Governor Tiff Macklem discusses how the economy will continue to adjust to higher interest rates in the year ahead, and outlines what Canadians can expect from the Bank of Canada.

  Content Type(s): Press, Speeches and appearances, Remarks Topic(s): Economic models, Expectations, Inflation and prices, Inflation: costs and benefits, Interest rates, Labour markets, Monetary policy, Monetary policy and uncertainty, Monetary policy communications, Monetary policy transmission, Price stability

• Making It Real: Bringing Research Models into Central Bank Projections

  Staff Discussion Paper 2023-29 Marc-André Gosselin, Sharon Kozicki

  Macroeconomic projections and risk analyses play an important role in guiding monetary policy decisions. Models are integral to this process. This paper discusses how the Bank of Canada brings research models and lessons learned from those models into the central bank projection environment.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Economic models, Monetary policy JEL Code(s): C, C3, C32, C5, C51, E, E3, E37, E4, E47, E5, E52

• International Portfolio Rebalancing and Fiscal Policy Spillovers

  Staff Working Paper 2023-56 Sami Alpanda, Uluc Aysun, Serdar Kabaca

  We evaluate, both empirically and theoretically, the spillover effects that debt-financed fiscal policy interventions of the United States have on other economies. We consider a two-country model with international portfolio rebalancing effects. We show that US fiscal expansions would increase global long-term rates and hinder economic activity in the rest of the world.

  Content Type(s): Staff research, Staff working papers Topic(s): Economic models, Fiscal policy, International topics JEL Code(s): E, E3, E32, E6, E62, F, F4, F41, F44

• Machine learning for economics research: when, what and how

  Staff Analytical Note 2023-16 Ajit Desai

  This article reviews selected papers that use machine learning for economics research and policy analysis. Our review highlights when machine learning is used in economics, the commonly preferred models and how those models are used.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Central bank research, Econometric and statistical methods, Economic models JEL Code(s): A, A1, A10, B, B2, B23, C, C4, C45, C5, C55

• 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 Topic(s): Asset pricing, Economic models, Financial markets, Labour markets, Market structure and pricing JEL Code(s): E, E2, G, G5, H, H3

• A Blueprint for the Fourth Generation of Bank of Canada Projection and Policy Analysis Models

  Staff Discussion Paper 2023-23 Donald Coletti

  The fourth generation of Bank of Canada projection and policy analysis models seeks to improve our understanding of inflation dynamics, the supply side of the economy and the underlying risks faced by policy-makers coming from uncertainty about how the economy functions.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Economic models, Inflation and prices, Labour markets, Monetary policy and uncertainty JEL Code(s): C, C5, C50, C51, C52, C53, C54, C55

• International Economic Sanctions and Third-Country Effects

  Staff Working Paper 2023-46 Fabio Ghironi, Daisoon Kim, Galip Kemal Ozhan

  We study the transmission and third-country effects of international sanctions. A sanctioned country’s losses are mitigated, and the sanctioning country’s losses amplified, if a third country does not join the sanctions, but the third country benefits from not joining.

  Content Type(s): Staff research, Staff working papers Topic(s): Economic models, Exchange rates, International topics JEL Code(s): F, F3, F31, F4, F41, F42, F5, F51

• Flagship Entry in Online Marketplaces

  Staff Working Paper 2023-41 Ginger Zhe Jin, Zhentong Lu, Xiaolu Zhou, Lu Fang

  In this paper, we empirically study how flagship entry in an online marketplace affects consumers, the platform, and various sellers on the platform. We find flagship entry may benefit consumers by expanding the choice set, by intensifying price competition within the entry brand, and by improving consumer perception for parts of the platform.

  Content Type(s): Staff research, Staff working papers Topic(s): Economic models, Market structure and pricing JEL Code(s): D, D4, L, L1, L8