Abstract: We study the effect of the COVID-19 pandemic during the first semester of 2020 on the labor market outcomes of elderly workers, using data from the Survey of Health, Ageing and Retirement in Europe. We measure the gender gap in the conditional mean of the probability of experiencing a job interruption, of changing the number of hours worked, and of working from home. We control for a rich set of observable characteristics, including several measures of cognitive and non-cognitive ability. We apply decomposition methods to distinguish, on the one hand, the part of the gap that is due to gender differences in the endowments of the determinants of the outcome in question and, on the other, to gender differences in the effects of these determinants. We find that there is no gender gap in the probability of experiencing a job interruption nor in the probability of working fewer hours than before the pandemic. In contrast, there were significant differences in the probability of increasing the amount of worked hours or working remotely, which were larger for females in both cases. For the latter variable, the difference is largely attributable to different endowments between men and women. However, the gap in the probability of working longer hours is mostly attributable to the coefficients component.

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