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2120 Results

Macroeconomic Predictions Using Payments Data and Machine Learning

Staff working paper 2022-10 James Chapman, Ajit Desai
We demonstrate the usefulness of payment systems data and machine learning models for macroeconomic predictions and provide a set of econometric tools to overcome associated challenges.

Climate Variability and International Trade

Staff working paper 2023-8 Geoffrey R. Dunbar, Walter Steingress, Ben Tomlin
This paper quantifies the impact of hurricanes on seaborne international trade to the United States. Matching the timing of hurricane–trade route intersections with monthly U.S. port-level trade data, we isolate the unanticipated effects of a hurricane hitting a trade route using two separate identification schemes: an event study and a local projection.

Potential output in Canada: 2025 assessment

We explore two scenarios for potential output growth to gain insights into the economic consequences associated with different possible trade policies. Scenario 1 includes limited US tariffs on Canadian exports. Scenario 2 adds a permanent, broad-based 25% increase in US tariffs on imports from all countries excluding Canada and Mexico.

The Heterogeneous Effects of COVID-19 on Canadian Household Consumption, Debt and Savings

Staff working paper 2020-51 James (Jim) C. MacGee, Thomas Michael Pugh, Kurt See
The impact of COVID-19 on Canadian households’ debt and unplanned savings varies by household income. Low-income and high-income households accrued unplanned savings, while middle-income households tended to accumulate more debt.

On the Evolution of Multiple Jobholding in Canada

Staff working paper 2019-49 Olena Kostyshyna, Etienne Lalé
The number of workers who hold more than one job (a.k.a. multiple jobholders) has increased recently in Canada. While this seems to echo the view that non-standard work arrangements are becoming pervasive, the increase has in fact been trivial compared with the long-run rise of multiple jobholding that has occurred since the mid-1970s.
October 26, 2018

Staff economic projections

These forecasts are provided to Governing Council in preparation for monetary policy decisions. They are released once a year with a five-year lag.

What COVID-19 May Leave Behind: Technology-Related Job Postings in Canada

Staff working paper 2022-17 Alejandra Bellatin, Gabriela Galassi
COVID-19 affects technology adoption: online job postings for technology-related occupations fall less during pandemic lockdowns and pick up faster during reopenings than postings for more traditional occupations.

Redistributive Effects of a Change in the Inflation Target

Staff analytical note 2017-13 Robert Amano, Thomas J. Carter, Yaz Terajima
In light of the financial crisis and its aftermath, several economists have argued that inflation-targeting central banks should reconsider the level of their inflation targets. While the appropriate level for the inflation target remains an open question, it’s important to note that any transition to a new target would entail certain costs.

Quantitative Easing in a Small Open Economy: An International Portfolio Balancing Approach

Staff working paper 2016-55 Serdar Kabaca
This paper studies the effects of quantitative easing (QE) in a small open economy dynamic stochastic general-equilibrium model with international portfolio balancing. Portfolios are classified as imperfectly substitutable short-term and long-term subportfolios, each including domestic and foreign bonds.
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