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At What Level Should One Cluster Standard Errors in Paired and Small-Strata Experiments?

By Clément de Chaisemartin and Jaime Ramirez-Cuellar

American Economic Journal: Applied Economics, January 2024

In matched pairs experiments in which one cluster per pair of clusters is assigned to treatment, to estimate treatment effects, researchers often regress their outcome on a treatment indicator and pair fixed effects, clustering standard errors at the unit...

Reversing the Resource Curse: Foreign Corruption Regulation and the Local Economic Benefits of Resource Extraction

By Hans B. Christensen, Mark Maffett, and Thomas Rauter

American Economic Journal: Applied Economics, January 2024

We examine how foreign corruption regulation affects the economic benefits communities receive from extraction activities in the resource-rich areas of Africa. After a mid-2000s increase in enforcement of the US Foreign Corrupt Practices Act (FCPA), night...

Is It Who You Are or What You Get? Comparing the Impacts of Loans and Grants for Microenterprise Development

By Bruno Crépon, Mohamed El Komi, and Adam Osman

American Economic Journal: Applied Economics, January 2024

Is the type of financial support provided to businesses more important than which businesses receive it? Loans and grants can lead to differences in optimal investments and in scope for moral hazard. We randomize 3,293 business loan applicants into receiv...

Affirmative Action and Precollege Human Capital

By Mitra Akhtari, Natalie Bau, and Jean-William Laliberté

American Economic Journal: Applied Economics, January 2024

Though racial affirmative action (AA) policies are widespread in college admissions, evidence on their effects before college is limited. We study a US Supreme Court ruling that reinstated AA in three states. Using nationwide SAT data, we separately ident...