Research
-
-
Machine learning for economics research: when, what and how
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. -
The Heterogeneous Impacts of Job Displacement: Evidence from Canadian Job Separation Records
When estimating earnings losses upon job separation, existing strategies focus on separations in mass layoffs to distinguish involuntary separations from voluntary separations. We revisit the measurement of the sources and consequences of job displacement using Canadian job separation records. -
Borrow Now, Pay Even Later: A Quantitative Analysis of Student Debt Payment Plans
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. -
Identifying Nascent High-Growth Firms Using Machine Learning
Firms that grow rapidly have the potential to usher in new innovations, products or processes (Kogan et al. 2017), become superstar firms (Haltiwanger et al. 2013) and impact the aggregate labour share (Autor et al. 2020; De Loecker et al. 2020). We explore the use of supervised machine learning techniques to identify a population of nascent high-growth firms using Canadian administrative firm-level data. -
Decentralized finance: Innovations and challenges
Decentralized finance surged in popularity around 2020. We explore its value and limitations and highlight some potential regulatory concerns. -
Estimating the Appropriate Quantity of Settlement Balances in a Floor System
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. -
An Overview of the Indigenous Economy in Canada
Several measures suggest economic outcomes have improved for Indigenous Peoples in recent decades. Yet, institutional settings and gaps in infrastructure and financing continue to hinder their economic progress. Recent efforts have helped address some data gaps, and new institutions are helping Indigenous communities to overcome historic barriers to growth. -
Variations in Pass-Through from Global Agricultural Commodity Prices to Domestic Food Inflation
This paper examines factors that affect the transmission of fluctuations in global agricultural commodity prices to domestic food inflation. -
A Blueprint for the Fourth Generation of Bank of Canada Projection and Policy Analysis Models
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.