Publications and Forthcoming/Accepted Papers:

• (December 2025 - Journal of Finance) An Economic View of Corporate Social Impact with Hunt Allcott, Giovanni Montanari, and Brandon Tan. [replication code], [survey instrument], [scaling impact podcast].

Working Papers:

• (April 2026 - Quantitative Marketing and Economics, R&R) Maximum Likelihood Estimation of Differentiated Products Demand Systems with Greg Lewis and Georgios Zervas

• (November 2024) Using Information to Curb Racial Discrimination with Christopher R. Knittel, Donald MacKenzie, Michiko Namazu, Dan Svirsky, and Stephen Zoepf

Work in Progress:

• Size-Based Environmental Regulation: Evidence from Major Clean Air Act Thresholds with Joseph Shapiro and Reed Walker

• Surplus and Distribution with Matt Backus and Jett Pettus

Dormant Working Papers:

• (June 2020) What Does and Does Not Correlate with COVID-19 Death Rates with Christopher R. Knittel