Predicted Earnings Losses from Graduating during COVID-19

Poor labour market conditions at the start of a worker's career can result in earnings losses for many years. The 2021 cohort of Canadian high school and post-secondary students have seen employment prospects diminish amid economic lockdowns to contain the spread of coronavirus disease 2019 (COVID-19). The goal of this article is to predict earnings losses for this cohort. We use Census of Population data to show that a 1 percent increase in unemployment at the time of graduation leads to a 1.5-4 percent average decrease in earnings. Then, using unemployment rate forecasts from various sources, we predict how this year's graduating class is expected to fare. Our approach assumes previous recessions are informative about the effects of the current recession. We estimate that a typical 2021 graduate loses 5-12 percent of the amount they would have earned over the first few years if the pandemic had not occurred.