Book excerpt: Despite its negative effects, the COVID-19 pandemic has also accelerated Latin America's digitalization. The rapid increase in connectivity and digital services was helpful in mitigating the pandemic's negative impact on the labor markets, especially for those with enough flexibility to continue working from home. The shock has particularly affected women due to their household responsibilities and labor market characteristics. This paper examines how digitalization may have affected gender gaps in employment and job loss related to the COVID-19 crisis. Using a sample of Latin American countries, our findings suggest that higher levels of digitalization are associated with increased female employment and reduced job loss for both men and women. These findings hold even after controlling for factors such as child care, household chores, and the COVID-19 shock. Our results are also robust to various econometric techniques.