Does artificial intelligence affect the pattern of skill demand? Evidence from Chinese manufacturing firms

被引:45
|
作者
Xie, Mengmeng [1 ]
Ding, Lin [2 ]
Xia, Yan [1 ,3 ]
Guo, Jianfeng [1 ,3 ]
Pan, Jiaofeng [1 ,3 ]
Wang, Huijuan [2 ]
机构
[1] Univ Chinese Acad Sci, Sch Publ Policy & Management, Beijing 100049, Peoples R China
[2] Cent Univ Finance & Econ, Sch Stat & Math, Beijing 100081, Peoples R China
[3] Chinese Acad Sci, Inst Sci & Dev, 15 Zhongguancun Beiyitiao, Beijing 100049, Peoples R China
基金
中国国家自然科学基金;
关键词
Artificial intelligence; Skill demand; Heterogeneity analysis; Robust DID; China Manufacturing; TECHNOLOGICAL-CHANGE; TECHNICAL CHANGE; JOBS; POLARIZATION; SPILLOVERS; EMPLOYMENT;
D O I
10.1016/j.econmod.2021.01.009
中图分类号
F [经济];
学科分类号
02 ;
摘要
In view of the recent penetration of artificial intelligence (AI) into production activities, we undertake a quasi-natural experiment to identify its impact on employment at different skill levels using micro-enterprise data from Chinese manufacturing during 2011-2017. Employing a robust difference-in-differences method with propensity score matching, we investigate the heterogeneous impact of AI adoption upon different skills across three dimensions - geographical regions, enterprise types, and the length of time since the adoption of AI. We find that AI reduces the relative demand for low-skilled labor across all regions in China, while increasing the relative demand for high-skilled labor only in the eastern region. These differential impacts of AI upon relative demand for different skills reflect firm-level technological intensity. Results also show that the longer the duration of AI use, the greater is the impact upon the relative demand for high-skilled labor.
引用
收藏
页码:295 / 309
页数:15
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