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Authors: Bradley Hardy, Daniel Muhammad, Marcus D. Casey, Rhucha Samudra

We use longitudinal administrative tax data from Washington DC (DC) to study how EITC expansions undertaken by Washington DC affect income and inequality in the city. We find that DC EITC credit expansions between 2001 and 2009 are associated with recipient pre-tax earnings growth of roughly 3-4 percent, primarily among single mothers. Together these credits reduce post-tax inequality for the 10th percentile relative to median households. However, composition changes in the city and growing overall inequality mitigates this inequality reduction toward the end of the period. Overall, these results complement existing research showing that the EITC has a positive effect on labor market outcomes and household well-being.


Administrative data are considered the “gold standard” when measuring program participation, but little evidence exists on the potential problems with administrative records or their implications for econometric estimates. We explore issues with administrative data using the FoodAPS, a unique dataset that contains two different administrative measures of Supplemental Nutrition Assistance Program (SNAP) participation as well as a survey-based measure. We first document substantial ambiguity in the two administrative participation variables and show that they disagree with each other almost as often as they disagree with self-reported participation. Estimated participation and misreporting rates can be meaningfully sensitive to choices made to resolve this ambiguity and disagreement. We then explore sensitivity in regression estimates of the associations between SNAP and food insecurity, obesity, and the Healthy Eating Index. The signs remain the same regardless of the SNAP participation measure used, and the coefficient estimates are in most cases not statistically different from each other. However, there are some meaningful differences in the magnitudes of the estimates and their levels of statistical significance. 


In the early 90’s, the United States reformed its welfare system through state waivers and the Temporary Assistance for Needy Families program. These changes altered family resources and potential investments for childhood human capital, which in turn could affect later adult outcomes. Using data from the Panel Study of Income Dynamics, I examine the long-run impact of growing up under welfare reform on adult education and family structure through age 28.  I find that as children, these individuals have higher reading test scores by an average of 6% of a standard deviation. As adults, I find robust evidence that these treated individuals are on average 9% more like to graduate college. I find some evidence that they are more likely to be married and less likely to have a child out of wedlock. The effects for women are larger than men for college completion, marriage rates, and out of wedlock births.


Authors: Lucie Schmidt, Lara Shore-Sheppard, Tara Watson

Previous literature documents a strong relationship between food insecurity and mental health, and also examines the impact of safety net programs on food insecurity.  However, little is known about the intersection between mental health, safety net participation, and food insecurity. In this research, we use a multi-program safety net calculator (including cash, food, and health insurance programs) and data from the National Health Interview Survey and the Current Population Survey to examine the effects of safety net generosity on food insecurity and mental health for single mother families.  We examine four research questions.  First, does state safety net generosity affect self-reported participation in safety net programs?  Second, does mental health affect participation in safety net programs, conditional on generosity?  Third, does more generous cash and food assistance affect mental health? And finally, how effective is the safety net in reducing food insecurity in the presence of mental health issues? We find that state-level safety net generosity does predict self-reported participation, and that conditional on generosity, those with mental health issues are significantly more likely to participate in safety net programs.  More generous cash and food assistance is protective of maternal mental health, but results are somewhat sensitive to the measure of mental health examined.  Finally, we find no effect of the safety net on 30-day food insecurity.  These results have important implications for the effectiveness of safety net programs for some of the most vulnerable members of society: low-income mothers suffering from mental health challenges and their children. 


Authors: Charles Courtemanche, Art Carden, Zilin Zhou, Murugi Ndirangu

This paper examines the effect of Walmart Supercenters, which lower food prices and expand food availability, on household and child food insecurity. Our food insecurity-related outcomes come from the 2001-2012 waves of the December Current Population Study Food Security Supplement. Using narrow geographic identifiers available in the restricted version of these data, we compute the distance between each household’s census tract of residence and the nearest Walmart Supercenter. We estimate instrumental variables models that leverage the predictable geographic expansion patterns of Walmart Supercenters outward from Walmart’s corporate headquarters. Results suggest that closer proximity to a Walmart Supercenter improves the food security of households and children, as measured by number of affirmative responses to a food insecurity questionnaire and an indicator for food insecurity. The effects are largest among low-income households and children, but are also sizeable for middle-income children.


Authors: James P. Ziliak, Craig Gundersen

In the annual report for calendar year 2016, we find that: 13.6% of seniors are marginally food insecure, 7.7% are food insecure, and 2.9% are very low food secure. This translates into 8.6 million, 4.9 million, and 1.8 million seniors, respectively. From 2015 to 2016, there were statistically significant declines in the percentage of marginally food-insecure seniors. However, there were no statistically significant changes in food insecurity or very low food security. Looking at demographic categories, there were sizable and statistically significant declines for several categories among the marginally food insecure; however, only two groups – those with incomes above 200% of the poverty line and white seniors—experienced significant declines in food insecurity. Across all three measures, from 2014 to 2016 there were statistically significant declines of 2.2 percentage points, 1.2 percentage points, and 0.5 percentage points for marginal food insecurity, food insecurity, and very low food security. Compared to 2001, the fraction of marginal food insecure, food insecure, and very low food secure seniors increased by 27%, 45%, and 100%. The number of seniors in each group rose 90%, 113%, and 200%, which also reflects the growing population of seniors. 


We study whether SNAP mediates the effect of food insecurity on future health and healthcare utilization more for the extreme poor (i.e., those with income below 50% of the poverty line) than it mediates the effect for other low-income families (i.e., with incomes between 50% and 200% of the poverty line). We use data for about 23,000 people in the 2011-2012, 2012-2013, and 2013-2014 linked NHIS-MEPS surveys with the measures of food insecurity coming from the NHIS and the measures of SNAP benefits and various health outcomes from the MEPS. We find that SNAP significantly reduces the negative effects of food insecurity on several measures of health and healthcare-related outcomes for nonelderly adults, and that this reduction is often significantly greater for those in extreme poverty. However, we find no significant effects of this type for children. In addition, attempts to control for possible endogeneity of the SNAP effect of interest are unsuccessful because of a lack of strong instruments. Nevertheless, endogeneity of the effect of interest maybe biased downward, strengthening the support of the OLS estimates as valid.


This aim of this paper is to assess the economic status of rural people five decades after publication of President Johnson's National Commission on Rural Poverty report The People Left Behind. Using data from the Annual Social and Economic Supplement of the CPS, along with county data from the Regional Economic Information System, I focus on how changes in employment, wages, and the social safety net have influenced the evolution of poverty and inequality in rural and urban places. The evidence shows that large numbers of rural Americans are disengaged from the labor market, gains in human capital attainment have stagnated, and the retreat from marriage continues for the medium- and less-skilled individuals. However, the social safety net has been more effective in redistributing income within rural areas than in urban centers. Work, education, and marriage are the three main pathways out of poverty for most Americans, whether residing in urban or rural locales, and thus making progress against poverty and inequality faces major economic and demographic headwinds.


Young adults face enormous economic, social and psychological challenges when they transition into adulthood. This transition can be especially overwhelming and daunting for young adults with disabilities. Among the challenges young adults with disabilities are faced with are greater risk of low food security and barriers to healthcare. This study examines how the transition to adulthood may affect food security, health, and access to healthcare for youth with disabilities, and estimates the effects that SNAP has on this group in those turbulent years. Young adults face enormous economic, social and psychological challenges when they transition into adulthood. This transition can be especially overwhelming and daunting for young adults with disabilities. Among the challenges young adults with disabilities are faced with are greater risk of low food security and barriers to healthcare. This study examines how the transition to adulthood may affect food security, health, and access to healthcare for youth with disabilities, and estimates the effects that SNAP has on this group in those turbulent years.


Authors: Bradley Hardy; Timothy Smeeding; James P. Ziliak

Refundable tax credits and food assistance are the largest transfer programs available to able-bodied working poor and near-poor families in the United States, and simultaneous participation in these programs has more than doubled since the early 2000s. To understand this growth, we construct a series of two-year panels from the 1981–2013 waves of the Current Population Survey Annual Social and Economic Supplement to estimate the effect of state labor-market conditions, federal and state transfer program policy choices, and household demographics governing joint participation in food and refundable tax credit programs. Overall, changing policy drives much of the increase in the simultaneous, biennial use of food assistance and refundable tax credits. This stands in stark contrast from the factors accounting for the growth in food assistance alone, where cyclical and structural labor market factors account for at least one-half of the growth, and demographics play a more prominent role. Moreover, since 2000, the business cycle factors as the leading determinant in biennial participation decisions in food programs and refundable tax credits, suggesting a recent strengthening in the relationship between economic conditions and transfer programs.