This working paper examines how much of the overall decline in employment between the beginning of 2020 and 2021 can be explained by excess job loss among parents of young children, and mothers specifically. Using data from the Current Population Survey (CPS), the authors confirm that, in general, mothers with young children have experienced a larger decline in employment, as compared (unconditionally) with other adults, including fathers. This excess job loss is driven by mothers without a four-year college degree. The main point of the paper is to build off this observation and examine how much of the aggregate employment deficit in early 2021 can be explained by parent-specific issues, such as childcare struggles. To examine this question, the authors construct counterfactual employment rates and labor force participation rates that assign to mothers of young children the percent change in employment and labor force participation rates experienced by comparable women without young children. The paper considers multiple definition, sample, and counterfactual specification alternatives. The analysis yields robust evidence that differential job loss among mothers of young children accounts for a negligible share of the ongoing aggregate employment deficit. The result is even stronger (and flips signs) if all parents are considered, since fathers with young children experienced less job loss than other men. The practical implication of these findings is that nearly all of the aggregate ongoing employment deficit is explained by factors that affect workers more broadly, as opposed to challenges specific to working parents.
The data underlying this analysis are available here. These data include a subsample of the IPUMS CPS data, which are cited as Sarah Flood, Miriam King, Renae Rodgers, Steven Ruggles and J. Robert Warren. Integrated Public Use Microdata Series, Current Population Survey: Version 8.0 [dataset]. Minneapolis, MN: IPUMS, 2020. https://doi.org/10.18128/D030.V8.0. The IPUMS CPS data are intended for replicating this publication only. Individuals analyzing the data for other purposes must submit a separate data extract request directly via IPUMS CPS. Individuals are not to redistribute the data without permission. Contact [email protected] for redistribution requests.