Forthcoming in Research on Economic Inequality
Under Review, Download Latest Draft
The odds of experiencing a public mass shooting in first person are low. Approximately 411 people have died in such tragic events during the past decade in the United States. However, the high saliency of mass shooting events might induce changes in behavior that may pose an external cost on society. In this paper, I estimate the impact of indirect exposure to high profile acts of violence on behavior by using information on 45 mass shootings from 2003 to 2016. Using individual-level data, I find that being within 250 miles shortly after a mass shooting, individuals overall activity levels decrease by 1.7 percent. This decline is equivalent to a daily 16 minute walk. For an average weight person, this decline would mean 50 less calories burned per day. The decline in activity is mainly explained by a 10 percent decrease in minutes of moderate to vigorous activities and are driven mostly by individuals under 30. In addition to a decrease in activity levels, I find an increase in the probability of having more days where perceived mental health is poor. And interestingly, I find and an increase in the probability of binge drinking. Finally, I also find a statistically significant decrease of 15.6 minutes worked per week shortly after a mass shooting has occurred. These results show that aside from direct victims, mass shootings also impact the short-term behavior of a broader portion of the population.
Revise & Resubmit, Economics of Education Review
This paper uses data on Ohio school districts to estimate the short- and long-term impact of different types of school expenditures on student outcomes. Our identification strategy employs a dynamic regression discontinuity design that relies upon the exogenous variation in public school funding created by marginally approved or failed local referenda to fund Ohio schools. We find that additional school expenditures on operating, minor capital, and major capital categories do not have a statistically significant effect on the student test scores of the average public school. Importantly, however, operating expenditures have a large and statistically significant impact on student performance in higher poverty school districts. We also examine possible channels (e.g., class size, attendance, discipline, and teachers’ compensation) through which each type of expenditure may affect outcomes, and we find that teachers’ compensation is the only channel that is affected by additional operating and minor capital expenditures.
With Koray Caglayan
With Thomas Goldring and Todd Jones
With Dave Ribar
With Keith Teltser
With Amelia Willits-Smith and Diego Rose
With Koray Caglayan
Chapter in N. Lustig (Ed.) Commitment to Equity Handbook. A Guide to Estimating the Impact of Fiscal Policy on Inequality and Poverty. Brookings Institution Press and CEQ Institute, Tulane University.
Chapter in the book Inequality in the Giants: Mexico Lead Investigator: Nora Lustig. WIDER. Forthcoming.
Chapter in the book Obesity in Mexico: Recommendations for a State Policy, UNAM 2012. (In Spanish)
Chapter in the book Mercado de Trabajo, Desarrollo Regional y Politicas Publicas. Editor: Jose Isabel Urciaga Garcia, Universidad Autonoma de Baja California Sur (UABCS). (In Spanish)
Book published by CONEVAL, 2012. (in Spanish)
Policy brief for Georgia Policy Labs, July 2020
Statistical Software Components S457605, Boston College Department of Economics, revised 01 Aug 2017.
CEQ Working Paper No. 33, April 2015
Last updated October 8th, 2020, Rodrigo Aranda