Last updated: September 2025.


Published / Forthcoming


Taxing for Healthier Beginnings: The Impact of a Major Tobacco Tax Hike on Birth Weight in Mexico

with Francisco Beltran-Silva
SSM – Population Health (2025)

Abstract

Tobacco consumption during pregnancy poses significant risks to maternal and neonatal health. In 2011, Mexico implemented a large nationwide increase in tobacco excise taxes. Because the policy was applied uniformly across the country and detailed smoking data are limited, identifying causal effects is particularly challenging. Using comprehensive vital statistics records on all singleton live births in Mexico, we apply a regression discontinuity in time design to evaluate the short-term impact of a 250% increase in the excise tax on tobacco products on newborn health outcomes. Our findings provide evidence of moderate short-term increases in birth weight after the tax hike. Although the effects diminish over time and show sensitivity to model specification, they may indicate potential long-term public health benefits. This study provides new evidence on the effects of nationwide tobacco tax increases on birth outcomes in middle-income countries.


Spells of Subsidized Childcare Arrangements and Subsidy Non-Use

with David Ribar and Caroline Lamprecht
Children and Youth Services Review (2024)

Abstract Programs supported by the Child Care and Development Fund (CCDF) help families with low incomes and in vulnerable circumstances obtain high-quality childcare at a reduced cost. Stable childcare arrangements are an important aspect of quality, but stability depends on families maintaining eligibility, using their subsidies, and staying with a provider. This study uses records from Georgia’s CCDF-supported Childcare and Parent Services program to investigate children’s spells of receiving subsidized childcare from the same provider and of holding subsidies but not using them. It finds that subsidized care arrangements are relatively stable but frequently interrupted by non-use. Only 37% of children are ever observed to change providers, and the median length of spells of continuously receiving care from the same provider is 16 weeks. However, 17% of subsidies go unused each week, and 66% of children have spells of not using their subsidies. The median length of spells of having an available subsidy but not using it is three weeks. Many spells of care arrangements end on annual eligibility renewal dates. Children in smaller settings, before-/after-school care, Quality-Rated care, and settings close to home have more stable care arrangements than other children.


Developing New Scales of Personal Food Security

with David Ribar
Journal of the Academy of Nutrition and Dietetics (2023)

Abstract

Background: Food insecurity is standardly measured at the household level or for groups of household members. However, food hardships may differ for individuals within households. Summative measures of people’s individual experiences of food insecurity are needed.

Objective: This study aims to develop and analyze psychometrically sound multi-item scales of people’s individual experiences of food insecurity. It further aims to examine whether and how the distributions of personal food insecurity differ across age groups, from household food insecurity, and with people’s observed characteristics.

Design: We analyze questionnaire data on personal food security outcomes, household food security outcomes, and other characteristics. Participants/setting: The subjects participated in the 2005–2006 through 2009–2010 cycles of the National Health and Nutrition Examination Survey in the United States. Main outcomes: The main outcomes are five-item scales of personal food insecurity for children under age 12, young adolescents aged 12–15, and people aged 16 and over.

Analysis: The study develops the personal food insecurity scales through factor analyses and polytomous Item Response Theory models and analyzes characteristics that contribute to the scale outcomes through multivariate regressions.

Results: The article develops personal food insecurity scales that are related to but distinct from the standard household scales, with different scales being needed to capture the experiences of our three age groups. Children younger than 12 have much lower risks of personal food insecurity than other age groups, while young adolescents have higher risks than other groups. Among adults, women and people between the ages of 31 and 65 have higher risks of personal food insecurity but similar risks for household food insecurity.

Conclusions: Personal food insecurity is a distinct component of well-being that can be summarized through scale measures. Evidence that characteristics, such as sex and age, contribute to personal food insecurity but not household food insecurity indicates that food experiences can differ within households and that some people may be systematically disadvantaged.


Measuring the Impact of Calorie Labeling Laws: The Mechanisms Behind Changes in Obesity (Main Author)

with Michael Darden and Diego Rose
Health Economics (2021)

Abstract Learning the true calorie content of fast food may induce consumers to change behavior, yet recent evidence is mixed on whether calorie labels cause consumers to order healthier meals. Especially for individuals for whom consumption of highly caloric fast food is habitual, a rational response to calorie labeling may instead be to maintain consumption levels but increase physical activity. Using American Time Use Survey data from 2004 to 2012, we show that the 2008 New York City Calorie Labeling Mandate significantly improved several measures of physical activity, including overall metabolic equivalents of task units and minutes of sedentary activity. Our results translate to an average extra 28 calories burned per day or a 0.6 kg weight decrease for the average person over one year. These results provide a plausible mechanism for calorie labeling mandates to lower obesity rates, which we demonstrate in the New York City context.


Labor versus Capital in the Provision of Public Services: Estimating the Marginal Products of Inputs in the Production of Student Outcomes

with Ali Enami and Jim Alm
Economics of Education Review (2021)

Abstract 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 expenditure 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.


Measuring Directional Mobility: The Bartholomew and Prais-Bibby Indices Reconsidered

with Satya R. Chakravarty, Nachiketa Chattopadhyay, and Nora Lustig
Research on Economic Inequality (2020)

Abstract This paper attempts to interpret the Bartholomew (1973) index of mobility in terms of a directional mobility index based on the one-step expected states of movement corresponding to a specific state of transition matrix. A partial ordering of directional mobility of a general state of transition matrices, referred to as “upward mobility favoring sequential averaging (UMFSA),” is proposed using the algebraic equivalent of the generalized Lorenz ordering of expected states. When the underlying mobility depends on the initial distribution of the states, using a Bayesian approach, the indices are reexamined for a general class of matrices. This enables us to interpret the Prais (1955) and Bibby (1975) mobility index in this framework.


Can We Reduce Greenhouse Gas Emissions by Choosing Different Foods? Simulating Carbon Footprint and Nutritional Impacts of Dietary Change in the United States

with Amelia Willits-Smith, Martin Heller, Paul Hutchinson, and Diego Rose
The Lancet Planetary Health (2020)

Summary

Background: The role of diet in health is well established and, in the past decade, more attention has been given to the role of food choices in the environment. The agricultural sector produces about a quarter of the world’s greenhouse gas emissions (GHGE), and meat production, especially beef, is an important contributor to global GHGE. Our study aimed to address a fundamental gap in the diet-climate literature: identifying consumers who are receptive to making dietary changes, and the effect of their potential changes on GHGE, diet healthfulness, and diet costs.

Methods: Dietary data on US individuals from a nationally representative survey were linked to food-related GHGE. We identified individuals receptive to changing their diets (“potential changers”) as those who reported trying US dietary guidance and were likely to agree that humans contribute to climate change. We assessed GHGE, diet healthfulness measured by the Healthy Eating Index (HEI), and diet costs before and after hypothetical changes replacing either beef or meats with poultry or plant-protein foods.

Findings: Our sample comprised 7,188 individuals, of whom 16% were potential changers. These were disproportionately women, highly educated, or had higher income compared with individuals deemed not likely to change. Replacing 100% of beef intake in potential changers with poultry reduced mean dietary GHGE by 1.38 kg CO₂-equivalents per person per day (95% CI 1.19–1.58), a 35.7% decrease. This replacement also increased mean HEI by 1.7% and reduced mean diet costs by 1.7%. We observed the largest changes when replacing all beef, pork, or poultry intake with plant-protein foods (GHGE decreased by 49.6%, mean HEI increased by 8.7%, and dietary costs decreased by 10.5%). Hypothetical replacements in the potential changers alone resulted in whole population reductions in 1-day dietary GHGE of 1.2% to 6.7%, equivalent to 22–126 million fewer passenger vehicle km.

Interpretation: Individual-level diet studies that include a variation in response by consumers can improve our understanding of the effects of climate policies such as those that include sustainability information in national dietary guidance. In our study, we found that changes by a small percentage of motivated individuals can modestly reduce the national dietary GHGE. Moreover, these substitutions can modestly improve diet healthfulness and reduce diet costs for individuals who make these changes.

Working Papers



Works in Progress



Book Chapters



Policy & Software


 

Site built using R-Markdown. Last updated Sept, 2025, Rodrigo Aranda

rodrigo.aranda@wmich.edu