学术经历:
2021.4 – 至今,中国科学技术大学,管理学院,特任副教授
2019.3 – 2021.1, 美国明尼苏达大学,卡尔森管理学院,访问学者
2016.1 – 2017.7, 香港科技大学,数学系,研究助理
教育背景:
清华大学,经济管理学院,管理科学与工程,博士
南开大学,经济学院,金融学,学士(第二学位)
天津大学,管理与经济学部,信息管理与信息系统,学士
研究兴趣:
互联网广告、在线教育、游戏化、聊天机器人、社交推荐
通常在在线平台中实施大规模的数字化实验,验证设计的有效性。在进行数字化实验时,主要采用以下三种途径:1. 将设计嵌入到自己开发的平台中(比如www.ilikeabc.com, Smart Pal APP, www.smartpal.chat);2. 通过调用API,将设计嵌入到主流商业平台中(比如将聊天机器人通过API 嵌入到Slack和Canvas中);3. 与商业平台合作(如中国平安、亮亮科技、www.classviva.org, Tulip Sports, 跃程网络等)
期刊论文:
Andy Tao Li, Rodrigo Belo, Ting Li. Could Reward Uncertainty Encourage Social Referral? Evidence from a Large-scale Field Experiment, Management Science, forthcoming.
Andy Tao Li, De Liu, Sean Xin Xu, Cheng Yi., 2024. Interleaved Design for E-learning: Theory, Design, and Empirical Findings, MIS Quarterly 48(4): 1363-1394.
部分工作论文:
Andy Tao Li, De Liu, Sean Xin Xu, Jiayin Zhang. Re-engage low achievers: Effect of meaningful extrinsic rewards in gamified online learning.
Andy Tao Li, De Liu, Sean Xin Xu. The role of optimal challenge in personalized e-learning: Evidence from an online field experiment. (ICIS 2020 Best Paper Nominee)
Andy Tao Li, Zherui Yang, Ting Li, Sean Xin Xu. Brightening the Silent World: How Augmented Reality Is Changing the Lives of the Hearing-Impaired
Andy Tao Li, Jie Zheng, Buqing Ma. When does the platform tell you the truth? Optimal design of persuasion policy in the two-sided market.
Andy Tao Li, Chong Alex Wang, Sean Xin Xu, Michael Xiaoquan Zhang. Self-selection and polarization in e-learning.
部分会议论文:
Runnan Chen, Andy Tao Li, Tianyi Ma, Fostering Divergent Thinking via Generative AI: The Role of Questioning-Based Learning, in ICIS 2025 proceedings, Nashville, Tennessee, Dec. 14-17 2025.
Tianyi Ma, Runnan Chen, Andy Tao Li, Hefu Liu, Socratic ChatGPT: Theory, Design, and Empirical Evaluations, in PACIS 2024 proceedings, Ho Chi Minh City, Vietnam, Jul. 1-5 2024.
Andy Tao Li, Rodrigo Belo, Ting Li. Could Reward Uncertainty Encourage Social Referral? Evidence from a Large-scale Field Experiment, Workshop on Information Systems and Economics (WISE), Hyderabad, India, Dec. 13-15 2023.
Xingchen Ye, Andy Tao Li, Ting Li. Local Popularity: A Double-edged Tool in Platform Operation, in ICIS 2023 proceedings, Hyderabad, India, Dec. 10-13 2023.
Andy Tao Li, Rodrigo Belo, Ting Li. Could Reward Uncertainty Encourage Social Referral? Evidence from a Large-scale Field Experiment, Conference on Information Systems and Technology (CIST), Phoenix, USA, Oct. 14-15 2023.
Andy Tao Li, De Liu, Sean Xin Xu. Design challenge levels in e-learning? Insights from a large-scale field experiment, in ICIS 2020 proceedings, Hyderabad, India, Dec. 13-16 2020.
Andy Tao Li, Jie Zheng. When does the platform tell you the truth? Optimal design of persuasion policy in the two-sided market, American Economic Association Annual Meeting, Jan. 3-5 2020, San Diego, USA (AEA 2020)
Andy Tao Li, De Liu, Sean Xin Xu. Re-engaging underachievers: toward a participation internalization approach to gamified online learning design, in ICIS 2019 proceedings, Munich, Germany, Dec. 15-18 2019.
Andy Tao Li, Jie Zheng. Optimal information design of persuasion policy in the platform with service differentiation, Informs Annual Meeting, Seattle, USA, Oct. 20-23 2019.
Andy Tao Li, Jie Zheng, 2019. When does the platform tell you the truth? Optimal design of persuasion policy in the two-sided market, Asia Meeting of the Econometric Society, June 14-16 2019, Xiamen, China (AMES2019).
Tao Li, De Liu, Yufang Wang, Sean Xin Xu. Interleaved learning: A design science approach and field experiment, in ICIS 2018 proceedings, San Francisco, USA, Dec. 13-16 2018.
项目信息
国家自然基金委青年项目,教育公平视角下在线学习平台的智能学习策略研究,2024-2026,主持
国家自然基金委面上项目,创业团队组件中的筛选与吸引机制:理论构建、实证证据与策略研究,2025-2028,参与
校青年创新基金,互联网平台的引荐机制设计,2024-2025,主持
教育部人文社会科学重点研究基地重大项目,数据驱动的学习模式识别与在线学习策略研究,2017-2019,参与
学术服务(Ad-hoc Reviewer)
期刊:Information Systems Research, Production & Operations Management, Information & Management, Electronic Commerce Research
会议:CIST, ICIS, WISE, PACIS, CSWIM, CSIM
科研奖励
2020年国际信息系统大会(ICIS)Best Paper Nominee
北京市优秀毕业生
清华大学优秀博士论文
清华大学启航奖
清华大学社会实践优秀个人