Hi! I am a Ph.D. student in Organizational Behavior at Stanford Graduate School of Business. I am a member of the Computational Culture Lab working with Prof. Amir Goldberg and Prof. Douglas Guilbeault. Before starting my Ph.D., I received an M.A. in Computational Social Science from the University of Chicago, where I was advised by Prof. James Evans in the Knowledge Lab.
I study how firms differentiate, innovate, and create value within cultural and knowledge environments. Drawing on cultural and economic sociology, my research examines how systems of meaning shape the way organizations position their products, assemble new ideas, and influence broader cultural life. Methodologically, I combine large-scale computational analysis of text and images with surveys and experiments. My research has appeared in Research Policy and has been supported by grants from Stanford VPGE and SIEPR.
I am on the academic job market in 2026–2027.
Working Papers
Job Market Paper
The Minority Premium: How Fashion Markets Revalue Racialized Signals
Target Journal · American Journal of Sociology
The Managerialization of Personal Life From 1950 to the Present
Publications
Sociology Compass · 2022
Destructive Creation, Creative Destruction, and the Paradox of Innovation Science
Collabra: Psychology · 2024
Estimating the Replicability of Psychology Experiments after an Initial Failure to Replicate
Computational and Mathematical Organization Theory · 2022
Does Big Data Serve Policy? Not Without Context. An Experiment with in silico Social Science
Strategic Leadership: Crafting and Leading Strategy (STRAMGT 202)
Negotiation (OB 581)
Understanding Diversity in Organizations (OB 325)
Managing Groups and Teams (OB 205)
The AI-powered Org: Evolution, Rebirth or Death? (BUSGEN 101)
People Analytics (HRMGT 203)
Student Feedback
Ziwen was great at communicating important class content.
Very prompt response time, organized, easy to communicate with, always in class.
She was so responsive, helpful, and kind. Great!!!
Very responsive in her emails with students! Good job, Ziwen!
Ziwen was incredibly responsive and the epitome of a quality CA.
I appreciated Ziwen actually listening to class discussion and highlighting good and bad comments.
I received the Outstanding Reviewer Award for the Managerial and Organizational Cognition (MOC) Division at the 2026 Academy of Management Annual Meeting.
My paper "Modularity, Higher-Order Invention and New Venture Success" (with Likun Cao and James Evans) has been accepted at Research Policy.
I was selected as one of four Emerging Scholars to present at the Oxford Reputation Symposium, hosted by the Oxford University Centre for Corporate Reputation.
My dissertation was awarded the Diversity Dissertation Research Opportunity (DDRO) fellowship by Stanford's Vice Provost for Graduate Education.
I was accepted to the OMT Doctoral Consortium at the 2026 Academy of Management Annual Meeting.
I was awarded the Stanford GSB Academic Career Advancement Fellowship (ACAF).