题目:Driving the Drivers: Algorithmic Wage-Setting in Ride-Hailing
主讲人: 袁哲,浙江大学
时间:2023年3月2日15:00 – 16:30 (北京时间)
讲座地点:暨南大学石牌校区中惠楼106会议室
主讲人简介:
袁哲博士,浙江大学经济学院百人计划研究员,多伦多大学博士。其专业方向是产业经济和数字经济,主要兴趣包括网络经济(航空网络与电信网络),平台经济(平台增长与平台治理)和数据价值与数据隐私。他的论文发表或即将发表于AEJ-micro, Management Science等国际顶尖刊物刊物,主持国家青年自科项目,参与多项国家自科重大课题。
Abstract:
Using transaction data from a ride-hailing company in Asia, we document algorithmic wage-setting and study its impact on worker behavior. Drivers favored by the algorithm earn 8% more hourly than non-favored drivers. We construct and estimate a two-sided market model with time-varying demand and dynamic labor supply decisions. Without the preferential algorithm, platform revenues reduce by 12% and total surplus by 7% in the short term. In the long run, raising rider fares re-balances demand and supply, resulting in minimal welfare loss. Moreover, an additional 10% of drivers would switch to flexible schedules; young, male, and local drivers benefit more.