Skip to main content
Official Logo of Columbia Business School
Academics
  • Visit Academics
  • Degree Programs
  • Admissions
  • Tuition & Financial Aid
  • Campus Life
  • Career Management
Faculty & Research
  • Visit Faculty & Research
  • Academic Divisions
  • Search the Directory
  • Research
  • Research Resources
  • Teaching Excellence
Executive Education
  • Visit Executive Education
  • For Organizations
  • For Individuals
  • Program Finder
  • Online Programs
  • Certificates
About Us
  • Visit About Us
  • CBS Directory
  • Events Calendar
  • Leadership
  • Our History
  • The CBS Experience
  • Newsroom
Alumni
  • Visit Alumni
  • Update Your Information
  • Lifetime Network
  • Alumni Benefits
  • Alumni Career Management
  • Women's Circle
  • Alumni Clubs
Insights
  • Visit Insights
  • AI & Transformative Tech
  • Climate
  • Business & Society
  • Entrepreneurship
  • Finance & Investing
  • Magazine

Breadcrumb

  1. Directory
  2. Faculty
  3. David Holtz

David Holtz

he/him/his

Assistant Professor of Business
Decision, Risk, and Operations Division
David M. Holtz headshot
Areas of Expertise
Artificial Intelligence (AI), Data & Business Analytics, Marketplace Design, Organizations & Markets
Contact
Office: 1152 Kravis
E-mail: [email protected]
Links
Personal Website
Curriculum Vitae
LinkedIn

David Holtz is an assistant professor in the Decisions, Risk, and Operations (DRO) Division at Columbia Business School. He is also a research affiliate at the MIT Initiative on the Digital Economy. His research broadly focuses on understanding the impact of new and disruptive technologies on business and society, with particular emphasis on the design of online marketplaces and platforms, the business and societal impacts of emerging technologies such as personalization algorithms and generative AI, and the development of experimental methods for complex, interconnected settings.

Prior to graduate school, he worked full-time as a data scientist in Silicon Valley, most recently at Airbnb. He holds a PhD in Management (Information Technology) and an SM in Management Research from the MIT Sloan School of Management, an MA in Physics & Astronomy from Johns Hopkins University, and an AB in Physics (with a certificate in Theater & Dance) from Princeton University.

Joined CBS
2025

All Activities

  • Research
  • Teaching
  • Achievements
  • Press
  • Authored Works
  • CaseWorks
  • Journal articles
  • Working papers
  • Articles
  • Books
  • Chapters
Journal Article
Jahani, Eaman, Benjamin S. Manning, Joe Zhang, Hong-Yi TuYe, Mohammed Alsobay, Christos Nicolaides, Siddharth Suri, and David Holtz. “Prompt Adaptation as a Dynamic Complement in Generative AI Systems.”
Information Systems Research
(April 30, 2026): 1-17. doi:
10.1287/isre.2025.2029
Explore Further about Prompt Adaptation as a Dynamic Complement in Generative AI Systems
Download PDF on Prompt Adaptation as a Dynamic Complement in Generative AI Systems
Journal Article
Brennan, Jennifer R., Yahu Cong, Yiwei Yu, Lina Lin, Yajun Peng, Changping Meng, Ningren Han, Jean Pouget-Abadie, and David Holtz. “Reducing Symbiosis Bias through Better A/B Tests of Recommendation Algorithms.”
WWW '25: Proceedings of the ACM on Web Conference 2025
(May 22, 2025): 3702-3715. doi:
https://doi.org/10.1145/3696410.3714738
Explore Further about Reducing Symbiosis Bias through Better A/B Tests of Recommendation Algorithms
Download PDF on Reducing Symbiosis Bias through Better A/B Tests of Recommendation Algorithms
Journal Article
Holtz, David, Felipe Lobel, Ruben Lobel, Inessa Liskovich, and Sinan Aral. “Reducing Interference Bias in Online Marketplace Experiments Using Cluster Randomization: Evidence from a Pricing Meta-experiment on Airbnb.”
Management Science
vol. 71, no.
1
(April 05, 2024): 390-406. doi:
https://doi.org/10.1287/mnsc.2020.01157
Explore Further about Reducing Interference Bias in Online Marketplace Experiments Using Cluster Randomization: Evidence from a Pricing Meta-experiment on Airbnb
Download PDF on Reducing Interference Bias in Online Marketplace Experiments Using Cluster Randomization: Evidence from a Pricing Meta-experiment on Airbnb
Journal Article
Fradkin, Andrey and David Holtz. “Do Incentives to Review Help the Market? Evidence from a Field Experiment on Airbnb.”
Marketing Science
vol. 42, no.
5
(April 07, 2023): 853-865. doi:
https://doi.org/10.1287/mksc.2023.1439
Explore Further about Do Incentives to Review Help the Market? Evidence from a Field Experiment on Airbnb
Download PDF on Do Incentives to Review Help the Market? Evidence from a Field Experiment on Airbnb
Journal Article
Holtz, David, Liane Scult, and Siddharth Suri. “How Much Do Platform Workers Value Reviews? An Experimental Method.”
CHI '22: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems
(April 28, 2022): 1-11. doi:
https://doi.org/10.1145/3491102.3501900
Explore Further about How Much Do Platform Workers Value Reviews? An Experimental Method
Download PDF on How Much Do Platform Workers Value Reviews? An Experimental Method
Journal Article
Fradkin, Andrey, Elena Grewal, and David Holtz. “Reciprocity and Unveiling in Two-Sided Reputation Systems: Evidence from an Experiment on Airbnb.”
Marketing Science
vol. 40, no.
6
(October 08, 2021): 1009-1216.
Explore Further about Reciprocity and Unveiling in Two-Sided Reputation Systems: Evidence from an Experiment on Airbnb
Download PDF on Reciprocity and Unveiling in Two-Sided Reputation Systems: Evidence from an Experiment on Airbnb
Journal Article
Zhao, Michael, David Holtz, and Sinan Aral. “Interdependent program evaluation: Geographic and social spillovers in COVID-19 closures and reopenings in the United States.”
Science Advances
vol. 7, no.
31
(July 28, 2021). doi:
https://doi.org/10.1126/sciadv.abe7733
Explore Further about Interdependent program evaluation: Geographic and social spillovers in COVID-19 closures and reopenings in the United States
Download PDF on Interdependent program evaluation: Geographic and social spillovers in COVID-19 closures and reopenings in the United States
Journal Article
Holtz, David, Michael Zhao, Seth G. Benzell, Cathy Y. Cao, Mohammad Amin Rahimian, Jeremy Yang, Jennifer Allen, Avinash Collis, Alex Moehring, Tara Sowrirajan, Dipayan Ghosh, Yunhao Zhang, Paramveer S. Dhillon, Christos Nicolaides, Dean Eckles, and Sinan Aral. “Interdependence and the cost of uncoordinated responses to COVID-19.” (August 18, 2020).
Explore Further about Interdependence and the cost of uncoordinated responses to COVID-19
Download PDF on Interdependence and the cost of uncoordinated responses to COVID-19
Journal Article
Holtz, David, Benjamin Carterette, Praveen Chandar, Zahra Nazari, Henriette Cramer, and Sinan Aral. “The Engagement-Diversity Connection: Evidence from a Field Experiment on Spotify.” (July 13, 2020).
Explore Further about The Engagement-Diversity Connection: Evidence from a Field Experiment on Spotify
Download PDF on The Engagement-Diversity Connection: Evidence from a Field Experiment on Spotify
Working Paper
Otis, Nicolas G., Rowan Clarke, Solène Delecourt, David Holtz, and Rembrand Koning. The Uneven Impact of Generative AI on Entrepreneurial Performance. July 01, 2024.
Explore Further about The Uneven Impact of Generative AI on Entrepreneurial Performance
Download PDF on The Uneven Impact of Generative AI on Entrepreneurial Performance
  • Courses
  • Case Studies
Course
B9137: DRO Topics Seminar
View Course on DRO Topics Seminar
Course
B6101: Business Analytics
View Course on Business Analytics
  • Awards
  • Grants
  • In the Media
  • Articles
In the Media

An AI-Only Social Network Now Has More Than 1.6M 'Users.' Here’s What You Need to Know

ABC News
In the Media

AI Agents Just Want to Connect

Medium
In the Media

What Is the 'Social Media Network for AI' Moltbook?

BBC
In the Media

Should We Be Concerned About the First AI-Only Social Network?

Impakter
Article

AI Deployment’s Reality Check

Read More about AI Deployment’s Reality Check
  • Articles
  • CaseWorks
This faculty member has no associated CaseWorks cases currently.
Official Logo of Columbia Business School

Columbia University in the City of New York
665 West 130th Street, New York, NY 10027
Tel. 212-854-1100

Maps and Directions
    • Centers & Programs
    • Current Students
    • Corporate
    • Directory
    • Support Us
    • Recruiters & Partners
    • Faculty & Staff
    • Newsroom
    • Careers
    • Contact Us
    • Accessibility
    • Privacy & Policy Statements
Back to Top Upward arrow
TOP

© Columbia University

  • X
  • Instagram
  • Facebook
  • YouTube
  • LinkedIn

External CSS

Back to top

Accessibility Tools

English French German Italian Spanish Japanese Russian Chinese (Simplified) Chinese (Traditional) Arabic Bengali