Impact of COVID-19 Containment Measures on Labor Force Participation

Abstract

The COVID-19 pandemic led governments to implement containment measures that reshaped labor market conditions worldwide. In this paper, I examine how the severity of these containment policies affected labor force participation, which captures both employment and job-search activity and therefore reflects broader labor market engagement than unemployment alone. Using 152 country-quarter observations from 2020, drawn from the Oxford COVID-19 Government Response Tracker and the World Bank, this study applies a simplified difference-in-differences model with macroeconomic controls and finds that higher containment stringency is associated with lower labor force participation, with an estimated coefficient of around −0.10 (p < 0.01). Inflation is negatively associated with labor force participation, while GDP growth shows a small positive relationship, and these estimates remain stable after adding the additional covariates. Taken together, the results indicate that stricter containment policies contributed to labor market withdrawal during 2020, underscoring the importance of using participation-based measures when assessing the broader economic effects of pandemic response policies.