One month after the first stay-at-home orders, approximately 7% of prime working-age Illinois mothers were missing from the labor force because of COVID-19 and public health measures, compared to 5% on average across the country. This decline in labor force participation for working moms will have negative implications for their lifetime earnings and for the gender employment gap.