Sarah H. Bana

Sarah H. Bana

Assistant Professor of Management Science

Chapman University, Argyros College of Business and Economics

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.

Exciting News

Finalist in the 2026 Tools Competition

Syllabus2Skills Navigator — a tool that maps course syllabi to workforce tasks, helping students and institutions connect learning to careers. Selected as one of 16 finalists in the Building Pathways to Postsecondary Success track, organized by The Learning Agency.

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 (2025) · Working Paper

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