Dennis J. Zhang

30 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-4544-775X

Publications

• Large Language Models for Market Research: A Data-Augmentation Approach — Marketing Science 2026
• Deep Learning-Based Causal Inference for Large-Scale Combinatorial Experiments: Theory and Empirical Evidence — Management Science 2026
• How Forced Intervention Facilitates AI Adoption — Manufacturing & Service Operations Management 2026
• OM Forum—Supply Chain Management in the AI Era: A Vision Statement from the Operations Management Community — Manufacturing & Service Operations Management 2026 (name-matched, not ORCID-linked)
• The Impact of Customer Information on Service Supply and Demand: Evidence from a Large Live-Streaming Experiment — Manufacturing & Service Operations Management 2026
• The Click-Based MNL Model: A Framework for Modeling Click Data in Assortment Optimization — Management Science 2025
• A High-Dimensional Choice Model for Online Retailing — Management Science 2025
• The Choice Overload Effect in Online Recommender Systems — Manufacturing & Service Operations Management 2025
• The Impact of Social Nudges on User-Generated Content for Social Network Platforms — Management Science 2023
• Cold Start to Improve Market Thickness on Online Advertising Platforms: Data-Driven Algorithms and Field Experiments — Management Science 2023
• Predicting Human Discretion to Adjust Algorithmic Prescription: A Large-Scale Field Experiment in Warehouse Operations — Management Science 2022
• NetEase Cloud Music Data — Manufacturing & Service Operations Management 2022
• The Impacts of Algorithmic Work Assignment on Fairness Perceptions and Productivity: Evidence from Field Experiments — Manufacturing & Service Operations Management 2022
• Customer Choice Models vs. Machine Learning: Finding Optimal Product Displays on Alibaba — Operations Research 2022
• Can Deep Reinforcement Learning Improve Inventory Management? Performance on Lost Sales, Dual-Sourcing, and Multi-Echelon Problems — Manufacturing & Service Operations Management 2022
• The Impact of the COVID-19 Pandemic on the Behavior of Online Gig Workers — Manufacturing & Service Operations Management 2022
• Information Sharing on Retail Platforms — Manufacturing & Service Operations Management 2021
• Peer Bargaining and Productivity in Teams: Gender and the Inequitable Division of Pay — Manufacturing & Service Operations Management 2021
• How Do Bonus Payments Affect the Demand for Auto Loans and Their Delinquency? — Journal of Marketing Research 2021
• Reducing Discrimination with Reviews in the Sharing Economy: Evidence from Field Experiments on Airbnb — Management Science 2020
• The Long-term and Spillover Effects of Price Promotions on Retailing Platforms: Evidence from a Large Randomized Experiment on Alibaba — Management Science 2020
• The Value of Pop-Up Stores on Retailing Platforms: Evidence from a Field Experiment with Alibaba — Management Science 2019
• Prosocial Goal Pursuit in Crowdfunding: Evidence from Kickstarter — Journal of Marketing Research 2019
• Learning from Inventory Availability Information: Evidence from Field Experiments on Amazon — Management Science 2019
• How Do Price Promotions Affect Customer Behavior on Retailing Platforms? Evidence from a Large Randomized Experiment on Alibaba — Production and Operations Management 2018
• The Operational Value of Social Media Information — Production and Operations Management 2018
• Does Social Interaction Improve Learning Outcomes? Evidence from Field Experiments on Massive Open Online Courses — Manufacturing & Service Operations Management 2017
• Hospital Readmissions Reduction Program: An Economic and Operational Analysis — Management Science 2016
• The Value of Logistic Flexibility in E-commerce — Management Science
• Evolution of Discrimination on Online Platforms — Management Science