Sarah H. Bana

Sarah H. Bana

Assistant Professor of Management Science

Chapman University, Argyros College of Business and Economics

Incoming Assistant Professor, Department of Management, LSE (August 2026)

Digital Fellow, Stanford Digital Economy Lab

I am an Assistant Professor of Management Science at Chapman University’s Argyros College of Business and Economics and a Digital Fellow at the Stanford Digital Economy Lab.

My research focuses on how AI and digitization reshape the skills and activities of workers and firms. I study algorithmic hiring systems, AI-generated job recommendations, and generative AI’s impact on labor markets.

In the News

Featured in The Atlantic

AI Has Ruined the Job Market — Annie Lowrey's feature on the AI-driven job market draws on our research on algorithmic hiring.

Recent Papers

AI-Exposed Jobs Deteriorated Before ChatGPT Morgan R. Frank, Alireza Javadian Sabet, Lisa Simon, Sarah H. Bana, Renzhe Yu (2025) · Under review at Science
Algorithmic Monocultures in Hiring Rishi Bommasani, Sarah H. Bana, Kathleen A. Creel, Dan Jurafsky, Percy Liang (2026) · ACM Conference on Fairness, Accountability, and Transparency (FAccT '26)

View all research →