Research

Fields: Development Economics · Urban Economics · Behavioral Economics

Profiles: Google Scholar · GitHub

My work studies how people and places develop: how cities grow and absorb migrants, how crime, stress, and mental health shape learning, and how hidden talent can be discovered and nurtured. I combine field experiments with spatial and administrative data, mostly across Latin America, India, and Indonesia.

Research topics (click to filter)  All Urban & Migration Wellbeing & Education Methods & Replication


Working Papers

Urban & Migration

Agricultural Productivity and Urbanization: Evidence from Indonesia's Transmigration Program Job Market Paper

Solo-authored

Funding: STEG PhD Research Grant ($19,000); IHS Research & Travel Grants ($12,800)

Presented at: Cities & Development Workshop, Harvard (2024); IHS Trade Workshop, Harvard (2024); Economics of Migration Summer School, Mexico (2024); University of Hawaii Applied Seminar (2025); Lindau Nobel Laureates Meeting, Germany (2025); IHS Migration Workshop, UC Davis (2025); PacDev, UC Davis (2026); DevPEC, Stanford (2026); UEA PhD Summer School, LSE (2026); University of Melbourne (2026).

Abstract

Using the quasi-random allocation of Indonesia's Transmigration Program and variation in productivity among transmigrant villages, I show that cities proximate to more productive villages experience higher population and employment growth, concentrated in service industries. The higher growth occurs alongside greater in-migration to cities (from both rural and urban districts) and is not driven by transmigrants abandoning their destination villages. Because migrants tend to stay in more productive villages, the results provide suggestive evidence of positive indirect spillovers of rural productivity onto regional urban markets.

Urban & MigrationWellbeing & Education

Violence and Education in Rio: The Effect of Crime Exposure on University Entrance Exam Scores

with Vinicius Peçanha

Funding: Weiss Fund ($12,900); IHS Research & Travel Grant; Jacobs Social Impact Summer Research Fellowship ($6,000)

Presented at: Urban Economics Association, Washington DC (2022); International & Development Economics Summer School, Italy (2022); Workshop on the Economics of Education, Universidad de los Andes, Santiago (2024).

Abstract

In many neighborhoods of Latin American cities such as Rio de Janeiro, crime rates are very high, producing educational disruption and acute stress. We find that neighborhood shootings near a school shortly before an exam have a robust negative effect on students' performance on the language and math university-entrance tests. The effects are robust to school and year fixed effects: exposed students perform significantly worse (by 0.1 to 0.3 standard deviations) than non-exposed students.

Wellbeing & Education

Economic Consequences of Improving Sleep Among the Poor through Cognitive Behavioral Therapy for Insomnia

with Michelle Escobar Carias, Juan Pablo Franco, and Sean Drummond

Funding: Weiss Fund ($24,400); CEGA Development Challenge ($20,000)

Presented at: Advances with Field Experiments (AFE) Conference, Chicago (2026, upcoming).

Abstract

A field experiment studying whether cognitive behavioral therapy for insomnia (CBT-I) can improve sleep among low-income adults, and measuring the downstream effects on economic and wellbeing outcomes. (Full abstract to come.)

Urban & Migration

Rural Spillovers of Urban Growth in India

with Sam Asher, Juan Pablo Chauvin, and Paul Novosad

Funding: IHS Field Research Grant

Presented at: European Meeting of the Urban Economics Association (EMUEA), Barcelona (2026).

Abstract

We examine the links between urban and rural economic performance in India using geo-spatial socio-economic data on 1,000 cities and 500,000 villages. Rural development falls almost universally with distance from towns; gradients are shallow and urban-rural gaps remain large even at short distances. A Bartik estimation of urban demand shocks reveals clear urban-to-rural spillovers that are larger and wider for manufacturing than for services, and extend further along major highways. Surprisingly, urban demand raises population in proximate rural areas but not in the urban areas themselves, suggesting constraints on densification.


Publications

Wellbeing & Education

Beliefs, Information Sharing, and Mental Health Care Use Among University Students Link

with Alisher Batmanov, Bruno Calderon-Hernandez, Roberto Gonzalez-Tellez, and Alejandro Guardiola-Ramirez · Journal of Development Economics 180: 103646 (2026) · Pre-registration

Funding: Weiss Fund ($11,000, plus an earlier $3,300); UC-MX Alianza Field Research Grant ($7,600); IHS Field Research Grant

Presented at: Field Experiments in Developing Countries (SEEDEC), Norway (2024); IEPS Seminar, Brazil (2024); Advances with Field Experiments (AFE) Conference (2025); Melbourne Institute (2026).

Abstract

We investigate the role of beliefs and stigma in shaping students' use of professional mental health services at a large private university in Mexico, where supply-side barriers are minimal. In a survey experiment with 680 students, nearly 50% of students in distress do not receive professional support despite high awareness and perceived effectiveness, a substantial treatment gap. We document stigmatized beliefs and misconceptions correlated with this gap: three-quarters of students incorrectly believe that those in distress perform worse academically and that most students in therapy are in severe distress. An information intervention correcting these beliefs increases students' sharing of on-campus resources and their willingness to recommend them to peers, though it lowers willingness to pay for private therapy and does not change self-reported therapy use six months later.

Methods & Replication

Reproducibility and Robustness of Economics and Political Science Research Link

with Abel Brodeur et al. (Institute for Replication) · Nature 652(8108): 151-156 (2026)

Methods & Replication

AI-Assisted Teams Outperform AI-Led Teams but Not Human-Only Teams in Assessing Research Reproducibility in Quantitative Social Science Link

with Abel Brodeur et al. (Institute for Replication) · Proceedings of the National Academy of Sciences (PNAS) 123(22): e2524747123 (2026)

Urban & Migration

Stay-at-Home Orders, Social Distancing, and Trust Link

with Abel Brodeur and Lamis Kattan · Journal of Population Economics 34(4): 1321-1354 (2021)

Urban & Migration

The Price Ripple Effect in the Vancouver Housing Market Link

with David Ley · Urban Geography 40(8): 1171-1189 (2019)

Funding: Neighborhood Change Research Grant ($11,000)


Under Review

Wellbeing & Education

Out-of-Class Assignments versus Midterms: Shifting Grade-Weights to Improve Learning

with Kate Antonovics and Melissa Famulari · Revise & Resubmit, Journal of Economic Education (2025)

Urban & Migration

Income Strongly Moderates Climate-Driven Migration PDF

with Gaurav Khanna, Pascal Polonik, Jessica Wan, Jacopo Lunghi, and Katharine Ricke · Submitted (2025)


Work in Progress

Wellbeing & Education

You're Better Than You Think: Does Revealing Hidden Talent with a Novel Assessment Improve Student Outcomes?

with Michelle Escobar Carias

Funding: NBER PhD Dissertation Fellowship on Identifying & Nurturing Math Talent ($36,000)

Wellbeing & Education

Coping with Chronic Stress: Socio-Emotional Training for Frontline Workers

with Michelle Escobar Carias

Data collection in progress (summer-fall 2026)

Wellbeing & Education

Importance of Peers in Teaching: A Peer-Support Intervention on a Tutoring Platform PDF

with Alisher Batmanov · SSRN Working Paper (2025)

Abstract

We design and test a novel tutor-training intervention on a tutoring platform, with a focus on peer-group discussions. Roughly 2,000 university-student volunteer tutors lead math sessions for around 8,000 schoolchildren. By comparing Social and Emotional Learning (SEL) training with and without peer-group discussions, we isolate the role of peer connections in improving teaching, self-confidence, and communication. Pilot results indicate that students assigned to tutors who participated in peer-group discussions show larger gains in endline math scores than those whose tutors trained individually or without SEL training; tutors trained in peer groups also feel more connected and supported.

Urban & Migration

Migrant Protection Protocols ("Remain in Mexico") and Procedural Fairness in U.S. Immigration Courts

with Catalina Amuedo-Dorantes

Funding: IHS Mentorship Grant ($8,000)

Abstract

The Migrant Protection Protocols (MPP, "Remain in Mexico") required non-Mexican asylum seekers arriving at the U.S.–Mexico border to wait in Mexico during their immigration court proceedings. Using administrative case-level microdata from the Executive Office for Immigration Review covering over one million cases from 2012 to 2020, we estimate the causal effect of MPP on procedural-fairness outcomes with an event-study difference-in-differences design, comparing non-Mexican (treated) and Mexican (control) respondents in courts operating MPP dockets. MPP led to a sharp decline in legal representation, a large increase in in-absentia removal orders, higher removal rates, shorter case durations, and a temporary surge in case terminations, concentrated among nationals of Honduras, Guatemala, and El Salvador. The findings indicate that MPP systematically undermined procedural fairness, creating a two-tiered system in which structural barriers, not individual choices, drove adverse case outcomes.

Methods & Replication

Robustness in Empirical Economics: A Meta-Reproduction of 66 Articles from Leading Journals

with Jörg Ankel-Peters, Gunther Bensch, Abel Brodeur, et al. · Mimeo (2026)


Predoctoral research

Urban & Migration

The Latin American Urbanization Puzzle: Structural Transformation and the Colonial Past

M.A. thesis, University of British Columbia

Abstract

The most urbanized continent, Latin America lags on the economic development expected of its high urbanization rates. Across the region, I find that while industrialization and resource rents explain some variation, they are insufficient to account for exceptionally high urbanization. I present suggestive evidence that the colonial past created an urban system later conducive to "urbanization without growth."

Urban & Migration

Factors of Urban Income Inequality in High- and Middle-Income Countries

B.A. thesis, NRU Higher School of Economics · ECINEQ Conference Working Paper, Paris (2019)