I am Amber Xiaoyan Liu. I am an Assistant Professor in Information Systems & Analytics department at the Leavey School of Business, Santa Clara University.
My research primarily focuses on the design and operations of online marketplaces, innovative business models, and operations-finance interface. I develop and apply data-driven approaches, including statistical learning and machine learning, to facilitate and inform business decisions for digital platforms.
Link to CV: [CV]
Operational Distortion: Compound Effects of Short-termism and Competition, with W. Schmidt. Forthcoming at Management Science
- Revise & Resubmit at Management Science
- Finalist of INFORMS 2021 Innovative Applications in Analytics Award
- Major Revision at Manufacturing & Service Operations Management
The Value of Textual Information for Matching in an Online B2B Platform, with V. Gaur.
Amber Xiaoyan Liu
Lucas Hall 321 W
500 EI Camino Real
Santa Clara, CA 95053