Publications

Our Faculty members are frequent contributors to world-renowned journals and serve on editorial boards of top IS, OM and Statistics academic journals.

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Information Systems

Observational vs Experimental Data When Making Automated Decisions Using Machine Learning

Carlos Fernández-Loría; Foster Provost
INFORMS Journal on Data Science — Articles in Advance; published online June 3, 2025.
Information Systems

The Pitfalls of Review Solicitation: Evidence from a Natural Experiment on TripAdvisor

Baojun Gao, Jing Wang, Xiaojie Ding, Yue Guo
Management Science, 71, 2, 2025, 1671-1691
Information Systems

Artificial Intelligence and Firm Resilience: Evidence from Firm Performance under Disaster Shocks

HAN, Miaozhe; SHEN, Hongchuan; WU, Jing; ZHANG, Xiaoquan.
Information Systems Research, 2025  
Information Systems

Should Ad Exchanges Subsidize Advertisers to Acquire Targeting Data?

Wangsheng Zhu, Shaojie Tang, and Vijay Mookerjee
Information Systems Research, 2024
Information Systems

A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation

Carlos Fernández-Loría; Foster Provost; Jesse Anderton; Benjamin Carterette; Praveen Chandar
Information Systems Research 34(2): 786–803 (June 2023).
Information Systems

Evolution of Referrals Over Customers’ Life Cycle: Evidence from a Ride-Sharing Platform

Carlos Fernández-Loría; Maxime C. Cohen; Anindya Ghose
Information Systems Research 34(2): 698–720 (June 2023). 
Information Systems

Coordination in Multibrand, Multimedia Advertising: Is It Always a Good Thing?

Wangsheng Zhu, Subodha Kumar, and Vijay Mookerjee
Information Systems Research, 2023, 35(3):1011-1033.
Information Systems

Peer Privacy Concerns: Conceptualization and Measurement

Zhang, Nan (Andy); Wang, Chong (Alex); Karahanna, Elena; Xu, Yan
Mis Quarterly, v. 46, (1), 2022, p. 491-530
Information Systems

Causal Classification: Treatment Effect Estimation vs. Outcome Prediction

Carlos Fernández-Loría; Foster Provost
Journal of Machine Learning Research 23(59): 1–35 (2022).
Information Systems

A Randomised Field Experiment to Expore the Impact of Herding Cues as Catalysts for Adoption

Feng, Yue (Katherine); Claggett, Jennifer L.; Karahanna, Elena; Tam, Kar Yan
Mis Quarterly, v. 46, (2), 2022, p. 1135-1164