Estimating Monthly Poverty Rates in the United States

Official poverty estimates for the United States are presented annually, based on a family unit's annual resources, and reported with a considerable lag. This study introduces a framework to produce monthly estimates of the Supplemental Poverty Measure and official poverty measure, based on a family unit's monthly income, and with a two-week lag. We argue that a shorter accounting period and more timely estimates of poverty better account for intra-year income volatility and better inform the public of current economic conditions. Our framework uses two versions of the Current Population Survey to estimate monthly poverty while accounting for changes in policy, demographic composition, and labor market characteristics. Validation tests demonstrate that our monthly poverty estimates closely align with observed trends in the Survey of Income & Program Participation from 2004 to 2016 and trends in hardship during the COVID-19 pandemic. We apply the framework to measure trends in monthly poverty from January 1994 through September 2021. Monthly poverty rates generally declined in the 1990s, increased throughout the 2000s, and declined after the Great Recession through the onset of the COVID-19 pandemic. Within-year variation in monthly poverty rates, however, has generally increased. Among families with children, within-year variation in monthly poverty rates is comparable to between-year variation, largely due to the average family with children receiving 37 percent of its annual income transfers in a single month through one-time tax credit payments. Moving forward, researchers can apply our framework to produce monthly poverty rates whenever more timely estimates are desired.

The Care Burden during COVID-19: A National Database of Child Care Closures in the United States

Access to child care centers reduces the care burden of parents, promotes child development, and creates employment opportunities. During the coronavirus disease 2019 pandemic, however, many child care centers closed or reduced capacity because of restrictions and declining demand for in-person care. The authors use anonymized and aggregated mobile phone data to track year-over-year changes in visits to child care centers across most counties in the United States during each month of the pandemic. The findings reveal that two-thirds of child care centers closed in April 2020, while one-third remained closed in April 2021. Moreover, non-White families are more likely to be exposed to child care closures than White families. The findings point to widening inequalities in access to child care and potential inequalities in the pace of labor market recovery after the pandemic subsides. The authors make their monthly updated database on child care closures publicly available. © The Author(s) 2021.