Research


WORK IN PROGRESS
Apprenticeship Grants and Career Trajectories: A Structural Analysis
The Early Career Returns to Apprenticeship Completion and Discontinuation
Career Decision Tree

Figure: Decision tree for postsecondary pathways and earnings outcomes.

Average Treatment Effects Plot

Figure: Average treatment effect on earnings at ages 27-31 of apprenticeship and university dropout, completion, and enrolment relative to matched high school graduates.


POLICY REPORTS
Lange, F., McLachlan, B. A., & Poschke, M. (2026). The Mismatch between Labour Supply and Demand in Quebec. CIRANO (2026RP-04).
English version  |  French version

This report measures the extent to which job seekers and vacancies are concentrated in different industries in Quebec, and quantifies how this mismatch contributes to unemployment. Mismatch measures the proportion of hires lost due to individuals searching in sectors with low matching efficiency and/or many job seekers relative to available positions.

Quebec-Ontario Mismatch

Figure: Mismatch Index for Quebec and Ontario (6-month moving average).

Quebec Industry Mismatch Contributions

Figure: Industry contributions to aggregate mismatch in Quebec over time, select industries (6-month moving average).


AGRICULTURAL AND RESOURCE ECONOMICS
McLachlan, B. A. & van Kooten, G. C. (2022). Reforming Canada's Dairy Supply Management Scheme and the Consequences for International Trade. Canadian Journal of Agricultural Economics. Link to paper. Preprint.
McLachlan, B. A., van Kooten, G. C., and Zheng, Z. (2020). Country-Level Climate-Crop Yield Relationships and the Impacts of Climate Change on Food Security. SN Applied Sciences. Link to paper
McLachlan, B. A., Afroz, S. and van Kooten, G. C. (2022) Effects of Temperature and Precipitation on Saskatchewan Crop Yields. Resource Economics & Policy Analysis Research Group. REPA Working Paper 2022-05
McLachlan, B. A. & van Kooten, G. C. (2022) CO2 Fertilization versus Temperature: A Meta-Regression Analysis of Crop Yields. Resource Economics & Policy Analysis Research Group. REPA Working Paper 2022-04