Selected Publications

Proceedings of the National Academy of Sciences of the United States of America

Bail, CA

Generative AI that can produce realistic text, images, and other human-like outputs is currently transforming many different industries. Yet it is not yet known how such tools might influence social science research. I argue Generative AI has the potential to improve survey research, online… read more about this publication »


Science advances

Kapoor, S; Cantrell, EM; Peng, K; Pham, TH; Bail, CA; Gundersen, OE; Hofman, JM; Hullman, J; Lones, MA; Malik, MM; Nanayakkara, P; Poldrack, RA; Raji, ID; Roberts, M; Salganik, MJ; Serra-Garcia, M; Stewart, BM; Vandewiele, G; Narayanan, A

Machine learning (ML) methods are proliferating in scientific research. However, the adoption of these methods has been accompanied by failures of validity, reproducibility, and generalizability. These failures can hinder scientific progress, lead to false consensus around invalid claims, and… read more about this publication »


British Journal of Political Science

Becher, M; Brouard, S; Stegmueller, D

When do cross-national comparisons enable citizens to hold governments accountable? According to recent work in comparative politics, benchmarking across borders is a powerful mechanism for making elections work. However, little attention has been paid to the choice of benchmarks and how they shape… read more about this publication »


Journal of Politics

Araújo, V; Arretche, M; Beramendi, P

This article analyzes the conditions under which major infrastructural investments generate electoral returns. It addresses when and how the constraints imposed by myopic voters under democracy can be overcome. We argue that sustained policy spillovers are critical to broadening the pool of… read more about this publication »


Journal of International Business Studies

Delios, A; Malesky, EJ; Yu, S; Riddler, G

The secretive, illegal, multidimensional, and ubiquitous nature of corruption leads to formidable difficulties in research design and measurement. When research fails to account for these challenges, it can lead to an empirical misalignment with concepts and theories of corruption, with inferential… read more about this publication »


Journal of Race Ethnicity and Politics

Safarpour, A; Lunz Trujillo, K; Green, J; Pippert, CH; Lin, J; Druckman, JN

Critical Race Theory (CRT) has become a flashpoint of elite political discord, yet how Americans actually perceive CRT is unclear. We theorize that Republican elites utilized a strong framing strategy to re-define CRT as an empty signifier representing broader racial and cultural grievances. Using… read more about this publication »


Journal of Survey Statistics and Methodology

Tang, J; Hillygus, DS; Reiter, JP

In many survey settings, population counts or percentages are available for some of the variables in the survey, for example, from censuses, administrative databases, or other high-quality surveys. We present a model-based approach to utilize such auxiliary marginal distributions in multiple… read more about this publication »


Quarterly Journal of Political Science

Liu, AH; Malesky, EJ

Can culture constrain policy implementation - and if so, under what conditions and for whom? In this paper, we test to what extent traditional values of numerology in China impeded the environmental benefits of a well-designed license plate policy. We take advantage of two natural experiments in… read more about this publication »


Journal of Peace Research

Becker, J; Benson, S; Dunne, JP; Malesky, E

Theoretical and empirical research on causes and consequences of defense spending is plentiful. Most of this research uses ‘top line’ defense spending data, either as a share of GDP or as a raw monetary figure. Empirical research has been limited, however, by the ‘blunt’ nature of this data, which… read more about this publication »


PloS one

Minozzi, W; Madson, GJ; Siegel, DA

Can a political party spend enough across electoral campaigns to garner a majority within the U.S. Congress? Prior research on campaign spending minimizes the importance of campaign heterogeneity and fails to aggregate effects across campaigns, rendering it unable to address this question. Instead… read more about this publication »


Public Opinion Quarterly

Trujillo, KL; Green, J; Safarpour, A; Lazer, D; Lin, J; Motta, M

Even amid the unprecedented public health challenges attributable to the COVID-19 pandemic, opposition to vaccinating against the novel coronavirus has been both prevalent and politically contentious in American public life. In this paper, we theorize that attitudes toward COVID-19 vaccination… read more about this publication »


American Journal of Political Science

Bonifai, NW; Malesky, EJ; Rudra, N

Existing research maintains that socioeconomically disadvantaged individuals are reluctant to seek information that might help mitigate risk. We challenge this convention by proposing that perceptions of risks associated with global economic shocks can incentivize some disadvantaged individuals to… read more about this publication »