Recent Studies

Border Walls

The Equilibrium Effects of Subsidized Student Loans

Working Papers

We investigate the role of firms in intergenerational mobility by decomposing the intergenerational elasticity of earnings (IGE) into firm-IGE and individual-IGE using a two-way fixed effects framework. Using data from Israel, we find that the firm component is responsible for 22% of the overall IGE. We then explore potential mechanisms and find that education differences explain a large share of the individual-IGE, while place of residence and demographics are more important for the firm-IGE. Guided by these empirical patterns, we develop a novel method to estimate the role of skill-based sorting and find that it accounts for approximately half of the firm-IGE. Our results provide evidence that the intergenerational transmission of earnings encompasses more than just human capital, and highlight the importance of promoting equal access to high-paying firms and reducing labor market segregation in efforts to enhance equality of opportunity.


Between 2006 and 2010 the U.S. government built an additional 548 miles of border wall along the U.S.-Mexico border. Combining survey data from all major border crossing points with administrative data on 5.7 million primarily unauthorized Mexican migrants, we study how the border wall expansion affected migration patterns and local labor markets. The wall changed migrants’ choice of route, their choice of destination within the United States, and their decision to migrate in the first place. On net, we estimate the wall decreased migration flows by three hundred thousand migrants, roughly one-third of the observed decline in Mexican migration between 2005 and 2015. Incorporating the decrease in migration into a spatial equilibrium model, we estimate that the wall increased (decreased) wages of low-skill (high-skill) U.S. workers by a modest $9 ($21) per year.


We investigate the equilibrium effects of subsidized student loans on tuition costs, enrollment, and student welfare. Two opposing forces make the impact on tuition theoretically ambiguous. First, students with loans become less price-sensitive because they do not bear the total tuition cost, causing tuition to rise (direct effect). Second, loan programs tend to increase the market share of more price-sensitive students, reducing tuition (composition effect). We develop a model of the supply and demand for higher education and estimate it leveraging a large change in the availability of student loans in Brazil. We find that Brazil’s current loan program raises prices by 1.2% and enrollment by 11% relative to a counterfactual without loans. In contrast, we show that an alternative policy that gives loans only to low-income students raises prices by just 0.3% and enrollment by 16%. Most of the difference in enrollment between the two policies are due to price changes coming from a stronger composition effect in the alternative policy.


We study the consequences of affirmative action in centralized college admissions systems. We develop an empirical framework to examine the effects of a large-scale program in Brazil that required all federal institutions to reserve half their seats for socioeconomically and racially marginalized groups. By exploiting admissions cutoffs, we find that marginally benefited students are more likely to attend college and are enrolled at higher-quality degrees four years later. Meanwhile, there are no observed impacts for marginally displaced non-targeted students. To study the effects of larger changes in affirmative action, we estimate a joint model of school choices and potential outcomes. We find that the policy has impacts on college attendance and persistence that imply a virtually one-to-one income transfer from the non-targeted to the targeted group. These findings indicate that introducing affirmative action can increase equity without affecting efficiency.


Work in Progress

Skin in the Game:
College's Financial Incentives and Student Outcomes

This paper studies how schools respond to financial incentives. Governments can penalize institutions with high dropout or loan default rates, and these institutions can respond by increasing quality or changing the selection of students. We build an equilibrium model to illustrate the trade-off faced by policymakers. We study the predictions of the model using a 2017 reform in Brazil, which made schools pay a fee for students receiving federal student loans that dropped out or defaulted. Consistent with the predictions of the model, we find that schools more reliant on government aid reduced dropout rates, primarily by increasing quality.


The Effect of Online Education on Market Structure and Students' Outcomes

with Nano Barahona, Sebastian Otero, and Joaquin Fuenzalida

We investigate the costs and benefits of expanding access to online higher education. The net effect of increasing the availability of online degrees on student outcomes is ambiguous and depends on two key objects. First, it depends on whether the demand for online education comes from students substituting away from in-person degrees or students who would otherwise not study. Second, it depends on how the value-added of online degrees and in-person degrees compare. We analyze this issue in the context of the Brazilian higher education market, where the market share of online degrees increased from 21% to 51% between 2015 and 2019. Our setting is compelling for two reasons. First, federal regulation mandates that specific majors, such as Law, can not be offered online. We find that in-person enrollment in majors that allow online education decreased since 2015, but not in those that do not. These patterns suggest that a substantial share of the students enrolling in online education would otherwise enroll in in-person degrees. Second, the Brazilian government offers grants to help students pay for tuition costs. These grants are allocated based on scores, and there are different cutoffs for online and in-person education. Exploring these discontinuities as a natural experiment that nudges students into one type of education or the other allows us to estimate the value added of these two types of degrees.


Academic Collaborators

Team

Melanie Morten

Associate Professor of Economics at Stanford University
Team

Treb Allen

Associate Professor of Economics and Globalization at Dartmouth College
Team

Tom Zohar

Assistant Professor of Economics at CEMFI
Team

Sebastian Otero

Assistant Professor of Economics at Columbia University
Team

Nano Barahona

Assistant Professor of Economics at UC Berkeley
Team

Constantine Yannelis

Associate Professor of Finance at Chicago Booth

Press

The Economist ● November 24, 2018

The big, beautiful border wall America built ten years ago


The Washington Post ● January 08, 2019

Three economists ran the numbers on Trump’s border wall. They find it’s a bad investment


Exame ● April 16, 2022

Lei de cotas no Brasil ajuda a reduzir desigualdades, diz pesquisa


CNN ● December 22, 2018

Ineffective and expensive: new study looks at how America's last border wall worked out


Nexo ● September 01, 2022

O que sabemos sobre os efeitos das cotas depois de uma década


Agência Brasil ● April 16, 2022

Lei de cotas ajuda a reduzir desigualdades, diz universidade americana


The Wall Street Journal ● January 07, 2019

Real Time Economics: The State of the Economy and of Economics


R7 ● April 16, 2022

Lei de cotas no Brasil ajuda a reduzir desigualdades, diz pesquisa


Bloomberg ● November 20, 2018

How Policy Changes Kept America’s Silver Workforce On The Job


NPR ● December 14, 2018

Economics Of A Border Wall


OPovo ● April 16, 2022

Lei de cotas ajudou a reduzir desigualdades no Brasil, diz universidade de Stanford


SIEPR ● November 15, 2018

Study shows high cost and low benefit to border wall for US workers


Quartz ● November 19, 2018

The ROI on border walls is terrible


Dartmouth News ● November 21, 2018

Study: Border Wall Costs Outpace Benefits to U.S. Workers


EurekAlert! ● November 19, 2018

Dartmouth-Stanford study on economic impact of border wall finds high costs and few benefits to US


Politico ● November 16, 2018

Remember the caravan?


World Bank Development Impact Blog ● December 20, 2018

Some of our favorite development papers of 2018


Valor Econômico ● November 20, 2023

Cotas aumentam renda de aluno de universidade federal