Dennis Zhang

Dennis Zhang

Washington University in St. Louis

H-index: 21

North America-United States

About Dennis Zhang

Dennis Zhang, With an exceptional h-index of 21 and a recent h-index of 21 (since 2020), a distinguished researcher at Washington University in St. Louis, specializes in the field of Quantitative Marketing, Operations Management, Platform Economics, Machine Learning, Revenue Management.

His recent articles reflect a diverse array of research interests and contributions to the field:

Green E-commerce: Environmental Impact of Fast Delivery

The effects of diversity in algorithmic recommendations on digital content consumption: A field experiment

Deep learning based causal inference for large-scale combinatorial experiments: Theory and empirical evidence

The impact of social nudges on user-generated content for social network platforms

Cold start to improve market thickness on online advertising platforms: Data-driven algorithms and field experiments

Machine Learning and Prediction Errors in Causal Inference

Can deep reinforcement learning improve inventory management? performance on lost sales, dual-sourcing, and multi-echelon problems

Predicting human discretion to adjust algorithmic prescription: A large-scale field experiment in warehouse operations

Dennis Zhang Information

University

Position

Olin Business School

Citations(all)

2436

Citations(since 2020)

2244

Cited By

927

hIndex(all)

21

hIndex(since 2020)

21

i10Index(all)

25

i10Index(since 2020)

25

Email

University Profile Page

Washington University in St. Louis

Google Scholar

View Google Scholar Profile

Dennis Zhang Skills & Research Interests

Quantitative Marketing

Operations Management

Platform Economics

Machine Learning

Revenue Management

Top articles of Dennis Zhang

Title

Journal

Author(s)

Publication Date

Green E-commerce: Environmental Impact of Fast Delivery

Available at SSRN 4762848

Chenshan Hu

Xiaoyang Long

Jiankun Sun

Dennis Zhang

2024/3/18

The effects of diversity in algorithmic recommendations on digital content consumption: A field experiment

Available at SSRN 4365121

Guangying Chen

Tat Chan

Dennis Zhang

Senmao Liu

Yuxiang Wu

2024/2/11

Deep learning based causal inference for large-scale combinatorial experiments: Theory and empirical evidence

Available at SSRN 4375327

Zikun Ye

Zhiqi Zhang

Dennis Zhang

Heng Zhang

Renyu Philip Zhang

2023/3/1

The impact of social nudges on user-generated content for social network platforms

Management Science

Zhiyu Zeng

Hengchen Dai

Dennis J Zhang

Heng Zhang

Renyu Zhang

...

2023/9

Cold start to improve market thickness on online advertising platforms: Data-driven algorithms and field experiments

Management Science

Zikun Ye

Dennis J Zhang

Heng Zhang

Renyu Zhang

Xin Chen

...

2023/7

Machine Learning and Prediction Errors in Causal Inference

Available at SSRN 4480696

Gad Allon

Daniel Chen

Zhenling Jiang

Dennis Zhang

2023/6/15

Can deep reinforcement learning improve inventory management? performance on lost sales, dual-sourcing, and multi-echelon problems

Manufacturing & Service Operations Management

Joren Gijsbrechts

Robert N Boute

Jan A Van Mieghem

Dennis J Zhang

2022/5

Predicting human discretion to adjust algorithmic prescription: A large-scale field experiment in warehouse operations

Management Science

Jiankun Sun

Dennis J Zhang

Haoyuan Hu

Jan A Van Mieghem

2022/2

The impacts of algorithmic work assignment on fairness perceptions and productivity: Evidence from field experiments

Manufacturing & Service Operations Management

Bing Bai

Hengchen Dai

Dennis J Zhang

Fuqiang Zhang

Haoyuan Hu

2022/11

Customer choice models vs. machine learning: Finding optimal product displays on Alibaba

Operations Research

Jacob Feldman

Dennis J Zhang

Xiaofei Liu

Nannan Zhang

2022/1

Using algorithmic scores to measure the impacts of targeting promotional messages

Available at SSRN 4262156

Annie Shi

Dennis Zhang

Tat Chan

Haoyuan Hu

Binqiang Zhao

2022/10/30

Applied machine learning in operations management

Innovative Technology at the Interface of Finance and Operations: Volume I

Hamsa Bastani

Dennis J Zhang

Heng Zhang

2022

The value of logistic flexibility in e-commerce

Available at SSRN 4206229

Bing Bai

Tat Chan

Dennis Zhang

Fuqiang Zhang

Yujie Chen

...

2022/9/1

NetEase cloud music data

Manufacturing & Service Operations Management

Dennis J Zhang

Ming Hu

Xiaofei Liu

Yuxiang Wu

Yong Li

2022/1

The impact of the COVID-19 pandemic on the behavior of online gig workers

Manufacturing & Service Operations Management

Xinyu Cao

Dennis Zhang

Lei Huang

2022/9

Peer bargaining and productivity in teams: Gender and the inequitable division of pay

Manufacturing & Service Operations Management

Lamar Pierce

Laura W Wang

Dennis J Zhang

2021/7

Information sharing on retail platforms

Manufacturing & Service Operations Management

Zekun Liu

Dennis J Zhang

Fuqiang Zhang

2021/5

How Does Bonus Payment Affect the Demand for Auto Loans and Their Delinquency?

forthcoming, Journal of Marketing Research

Zhenling Jiang

Dennis Zhang

Tat Chan

2021/3/22

The impact of forced intervention on AI adoption

Available at SSRN 3640862

Xinyu Cao

Dennis Zhang

2020/7/2

The long-term and spillover effects of price promotions on retailing platforms: Evidence from a large randomized experiment on alibaba

Management Science

Dennis J Zhang

Hengchen Dai

Lingxiu Dong

Fangfang Qi

Nannan Zhang

...

2020/6

See List of Professors in Dennis Zhang University(Washington University in St. Louis)

Co-Authors

H-index: 40
Jan A Van Mieghem

Jan A Van Mieghem

Northwestern University

H-index: 36
Fuqiang Zhang

Fuqiang Zhang

Washington University in St. Louis

H-index: 31
Lamar Pierce

Lamar Pierce

Washington University in St. Louis

H-index: 23
Toni Moreno

Toni Moreno

Harvard University

H-index: 21
Tat Chan

Tat Chan

Washington University in St. Louis

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