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801 result(s)

Total factor productivity growth projection for Canada: A sectoral approach

Staff Analytical Note 2024-12 Dany Brouillette, Tessa Devakos, Raven Wheesk
We propose a tool that decomposes TFP growth into sectoral contributions. The analysis incorporates three structural factors—digitalization, aging and climate change policies—and measures their contributions. Overall, we expect that aggregate TFP growth will slow down in the 2020s below both its historical average and the average from the 2010s.
Content Type(s): Staff research, Staff analytical notes Research Topic(s): Climate change, Digitalization, Labour markets, Productivity JEL Code(s): D, D2, D24, J, J1, J11, O, O3, O33, Q, Q5, Q54

Decomposing Systemic Risk: The Roles of Contagion and Common Exposures

Staff Working Paper 2024-19 Grzegorz Halaj, Ruben Hipp
We examine systemic risks within the Canadian banking sector, decomposing them into three contribution channels: contagion, common exposures, and idiosyncratic risk. Through a structural model, we dissect how interbank relationships and market conditions contribute to systemic risk, providing new insights for financial stability.

Survey of Indigenous Firms: A Snapshot of Wages, Prices and Financing in the Indigenous Business Sector in Canada

Staff Discussion Paper 2024-4 Calista Cheung, James Fudurich, Janki Shah, Farrukh Suvankulov
What sources of financing do Indigenous-owned businesses in Canada use, and what are their expectations about prices, wages and inflation? We find Indigenous-owned firms are significantly less reliant on financial institutions as sources of financing compared with non-Indigenous firms. We also find Indigenous-owned firms have higher inflation expectations and weaker wage-growth expectations.
Content Type(s): Staff research, Staff discussion papers Research Topic(s): Firm dynamics JEL Code(s): C, C8, C83, D, D0, G, G3, G38, J, J1, J15

Potential output in Canada: 2024 assessment

We expect that potential output in Canada will grow by 2.3% and 2.5% in 2023 and 2024, respectively, and average slightly below 1.7% by 2027 as population growth moderates. Relative to the April 2023 assessment, growth is revised up in 2024, with a larger contribution from trend labour input due to higher-than-anticipated population growth. We revise down our estimates of growth over 2025–26.

Assessing global potential output growth: April 2024

This note presents the annual update of Bank of Canada staff estimates for growth in global potential output. These estimates serve as key inputs to the analysis supporting the April 2024 Monetary Policy Report.
Content Type(s): Staff research, Staff analytical notes Research Topic(s): Potential output, Productivity JEL Code(s): E, E1, E2, F, F0, O, O4

Liquidity risks at Canadian life insurance companies

Staff Analytical Note 2024-7 Patrick Aldridge, Stephane Gignac, Rishi Vala, Adrian Walton
We examine how life insurers manage liquidity risks created by their business model. We find that Canadian life insurers did not face significant liquidity draws and continued their usual investment behaviour during the COVID-19 crisis and as interest rates increased in 2022.

Forecasting Recessions in Canada: An Autoregressive Probit Model Approach

Staff Working Paper 2024-10 Antoine Poulin-Moore, Kerem Tuzcuoglu
We forecast recessions in Canada using an autoregressive (AR) probit model. The results highlight the short-term predictive power of the US economic activity and suggest that financial indicators are reliable predictors of Canadian recessions. In addition, the suggested model meaningfully improves the ability to forecast Canadian recessions, relative to a variety of probit models proposed in the Canadian literature.

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.

Predictive Density Combination Using a Tree-Based Synthesis Function

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 Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C11, C3, C32, C5, C53

Third-Country Effects of U.S. Immigration Policy

Staff Working Paper 2023-60 Agostina Brinatti, Xing Guo
We study how the tightening of US immigration policy affects the Canadian economy and American workers. After the reduction in H-1B visa admissions in 2017, more immigrants came to Canada, and Canadian firms expanded their employment, sales and exports. The close trade link between the United States and Canada dampens the benefit American workers derive from this policy change.
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