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Dennis J. Zhang
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2020 – today
- 2023
- [j16]Zikun Ye, Dennis J. Zhang, Heng Zhang, Renyu Zhang, Xin Chen, Zhiwei Xu:
Cold Start to Improve Market Thickness on Online Advertising Platforms: Data-Driven Algorithms and Field Experiments. Manag. Sci. 69(7): 3838-3860 (2023) - [j15]Zhiyu Zeng, Hengchen Dai, Dennis J. Zhang, Heng Zhang, Renyu Zhang, Zhiwei Xu, Zuo-Jun Max Shen:
The Impact of Social Nudges on User-Generated Content for Social Network Platforms. Manag. Sci. 69(9): 5189-5208 (2023) - [c1]Zikun Ye, Zhiqi Zhang, Dennis J. Zhang, Heng Zhang, Renyu Zhang:
Deep Learning Based Causal Inference for Large-Scale Combinatorial Experiments: Theory and Empirical Evidence. EC 2023: 1160 - 2022
- [j14]Jacob B. Feldman, Dennis J. Zhang, Xiaofei Liu, Nannan Zhang:
Customer Choice Models vs. Machine Learning: Finding Optimal Product Displays on Alibaba. Oper. Res. 70(1): 309-328 (2022) - [j13]Jiankun Sun, Dennis J. Zhang, Haoyuan Hu, Jan A. Van Mieghem:
Predicting Human Discretion to Adjust Algorithmic Prescription: A Large-Scale Field Experiment in Warehouse Operations. Manag. Sci. 68(2): 846-865 (2022) - [j12]Dennis J. Zhang, Ming Hu, Xiaofei Liu, Yuxiang Wu, Yong Li:
NetEase Cloud Music Data. Manuf. Serv. Oper. Manag. 24(1): 275-284 (2022) - [j11]Joren Gijsbrechts, Robert N. Boute, Jan A. Van Mieghem, Dennis J. Zhang:
Can Deep Reinforcement Learning Improve Inventory Management? Performance on Lost Sales, Dual-Sourcing, and Multi-Echelon Problems. Manuf. Serv. Oper. Manag. 24(3): 1349-1368 (2022) - [j10]Xinyu Cao, Dennis J. Zhang, Lei Huang:
The Impact of the COVID-19 Pandemic on the Behavior of Online Gig Workers. Manuf. Serv. Oper. Manag. 24(5): 2611-2628 (2022) - [j9]Bing Bai, Hengchen Dai, Dennis J. Zhang, Fuqiang Zhang, Haoyuan Hu:
The Impacts of Algorithmic Work Assignment on Fairness Perceptions and Productivity: Evidence from Field Experiments. Manuf. Serv. Oper. Manag. 24(6): 3060-3078 (2022) - 2021
- [j8]Zekun Liu, Dennis J. Zhang, Fuqiang Zhang:
Information Sharing on Retail Platforms. Manuf. Serv. Oper. Manag. 23(3): 606-619 (2021) - [j7]Lamar Pierce, Laura W. Wang, Dennis J. Zhang:
Peer Bargaining and Productivity in Teams: Gender and the Inequitable Division of Pay. Manuf. Serv. Oper. Manag. 23(4): 933-951 (2021) - 2020
- [j6]Ruomeng Cui, Jun Li, Dennis J. Zhang:
Reducing Discrimination with Reviews in the Sharing Economy: Evidence from Field Experiments on Airbnb. Manag. Sci. 66(3): 1071-1094 (2020) - [j5]Dennis J. Zhang, Hengchen Dai, Lingxiu Dong, Fangfang Qi, Nannan Zhang, Xiaofei Liu, Zhongyi Liu, Jiang Yang:
The Long-term and Spillover Effects of Price Promotions on Retailing Platforms: Evidence from a Large Randomized Experiment on Alibaba. Manag. Sci. 66(6): 2589-2609 (2020)
2010 – 2019
- 2019
- [j4]Ruomeng Cui, Dennis J. Zhang, Achal Bassamboo:
Learning from Inventory Availability Information: Evidence from Field Experiments on Amazon. Manag. Sci. 65(3): 1216-1235 (2019) - [j3]Dennis J. Zhang, Hengchen Dai, Lingxiu Dong, Qian Wu, Lifan Guo, Xiaofei Liu:
The Value of Pop-Up Stores on Retailing Platforms: Evidence from a Field Experiment with Alibaba. Manag. Sci. 65(11): 5142-5151 (2019) - 2017
- [j2]Dennis J. Zhang, Gad Allon, Jan A. Van Mieghem:
Does Social Interaction Improve Learning Outcomes? Evidence from Field Experiments on Massive Open Online Courses. Manuf. Serv. Oper. Manag. 19(3): 347-367 (2017) - 2016
- [j1]Dennis J. Zhang, Itai Gurvich, Jan A. Van Mieghem, Eric Park, Robert S. Young, Mark V. Williams:
Hospital Readmissions Reduction Program: An Economic and Operational Analysis. Manag. Sci. 62(11): 3351-3371 (2016)
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