Footnote
- Gibbs, Hailey and MK Falgout. “The American Rescue Plan Shored Up Child Care, But a Long-Term Solution Is Necessary.” Center for American Progress. March 21, 2022.
- Bauer, Lauren and Sarah Yu Wang. “Prime-age women are going above and beyond in the labor market recovery.” Brookings. August 30, 2023 and Bauer, Lauren and Noadia Steinmetz-Silber. “Prime-age women are still driving the labor market recovery.” The Hamilton Project. July 26, 2024.
- Child Care Gaps Assessment.” Buffett Early Childhood Institute at the University of Nebraska. 2025.
- Federal Reserve System. “The Beige Book: Summary of Commentary on Current Economic Conditions by Federal Reserve District.” August 2025.
- For two examples, see Vermont (Merchen, Aaron and Aly Richards, “How Vermont’s Act 76 Revolutionizes Child Care Funding.” U.S. Chamber of Commerce Foundation. 2024.) and Georgia (Cutler, Eric. “Everything You Need to Know About Georgia’s Bill Tax Credits for Employers Providing Child Care (§ 48-7-40.6).” TOOTRiS. January 2024). New Mexico also recently became the first state to offer free, universal childcare.
- Grunewald, Rob, Ryan Nunn and Vanessa Palmer. “Examining teacher turnover in early care and education.” Federal Reserve Bank of Minneapolis. April 29, 2022.
- Living Wage Institute. 2025.
- Coleman-Castillo, Karla and Veronica Faison. “Four Things You Should Know About How Immigration Impacts Care Work.” National Women’s Law Center. April 2025.
- Muñoz, Silvia and Caitlin McLean. “Immigration Policies Harm the Early Childhood Workforce and the Communities They Serve.” Center for the Study of Child Care Employment. April 22, 2025.
- Plante, Jonathan. “The Childcare Industry: A Small Business Perspective.” Issue Brief 21. U.S. Small Business Administration, Office of Advocacy. September 12, 2024.
- CDC, National Center for Health Statistics. “U.S. Births Increase by 1% in 2024.” April 23, 2025.
- Reed, Sheri. “2025 Cost of Care Report: The true financial and emotional toll on families.” Care.com. January 29, 2025.
- According to the Bureau of Labor Statistics (BLS) definitions, that does not include those taking care of a sick child.
- Author’s unpublished calculations. Data for births from Our World in Data. United Nations. 2025.
- Goldin, Claudia, Sari Pekkala Kerr and Claudia Olivetti. “When the Kids Grow Up: Women’s Employment and Earnings across the Family Cycle.” NBER Working Paper No. 30323. National Bureau of Economic Research. August 2022 and Kleven, Henrik, Camille Landais and Gabriel Leite-Mariante. “The Child Penalty Atlas.” NBER Working Paper No. 31649. National Bureau of Economic Research. August 2023.
- Author’s calculations using the same methodology in Nestler, Matthew. “The parental work disruption index: A new measure of the childcare crisis.” KPMG US. September 30, 2024.
- Bengali, Leila, Mary C. Daly, Evgeniya A. Duzhak and Cindy Zhao. “Pulled Out or Pushed Out? Declining Male Labor Force Participation.” Federal Reserve Bank of San Francisco Working Paper 2025-07. April 2025.
- OECD Data Explorer. Organisation for Economic Co-operation and Development. 2024.
- Olivetti, Claudia and Barbara Petrongolo. “The Economic Consequences of Family Policies: Lessons from a Century of Legislation in High-Income Countries.” Journal of Economic Perspectives. 31 (1). Winter 2017; Albanesi, Stefania, Claudia Olivetti and Barbara Petrongolo. “Families, Labor Markets, and Policy.” NBER Working Paper No. 30685. National Bureau of Economic Research. November 2022; and Lim, Nayeon and Lisa-Marie Duletzki. “The Effects of Public Childcare Expansion on Child Penalties – Evidence From West Germany.” IED Working Papers, Boston University Institute for Economic Development. July 14, 2023.
- Barbieri, Paolo, Giorgio Cutuli, Rafaelle Guetto and Stefani Scherer. “Part-time employment as a way to increase women’s employment: (Where) does it work?” International Journal of Comparative Sociology. 60 (4). Juny 6, 2019.
- Tedeschi, Ernie. “Why has the US fallen behind the UK in labor force participation?” Medium. February 23, 2018 and Albanesi, Stefania. “The Outlook for Women’s Employment and Labor Force Participation.” NBER Working Paper No. w31916. National Bureau of Economic Research. December 5, 2023.
- Kleven, Henrik. “Child Penalties and Gender Inequality.” The Reporter. National Bureau of Economic Research. December 31, 2022.
- First Five Years Fund. “The First Five Things To Know About: A New Poll Showing Voter Support for Child Care Funding.” July 16, 2023.
- Sandstrom, Heather and Sandra Huerta. “The Negative Effects of Instability on Child Development: A Research Synthesis.” Low-Income Working Families Discussion Paper 3. Urban Institute. September 2013 and American Psychological Association. “Mental health effects of poverty, hunger, and homelessness on children and teens.” May 2024.
- Ros Pilarz, Alejandra and Heather D. Hill. “Unstable and Multiple Child Care Arrangements and Young Children’s Behavior.” Early Childhood Research Quarterly. 29 (4). 2014 and Hamad, Rita, Fenaba Addo and Kimberly Montez. “Reducing Intergenerational Poverty—An Essential Driver of Health.” JAMA Pediatrics. 178 (4). February 2024.
- This analysis uses microdata from the Current Population Survey (CPS), accessed from IPUMS. See Flood, Sarah, Miriam King, Renae Rodgers, Steven Ruggles, J. Robert Warren, Daniel Backman, Annie Chen, Grace Cooper, Stephanie Richards, Megan Schouweiler, and Michael Westberry. IPUMS CPS: Version 12.0 [dataset]. Minneapolis, MN: IPUMS, 2024. https://doi.org/10.18128/D030.V12.0.
- Araujo, Valeska, Linden McBride and Danielle H. Sandler. “The Impact of Childcare Costs on Mothers’ Labor Force Participation.” Center for Economic Studies. U.S. Census Bureau. April 2025.
- Borkowski, Connor and Rifat Kaynas. “Telework trends.” Beyond the Numbers: Employment & Unemployment. 14 (2). U.S. Bureau of Labor Statistics. March 2025.
- Akan, Mert et. al. “Americans Now Live Farther From Their Employers.” Gusto. March 3, 2024.