The impact of artificial intelligence on labor productivity

被引:152
作者
Damioli, Giacomo [1 ]
Van Roy, Vincent [2 ]
Vertesy, Daniel [3 ,4 ]
机构
[1] European Commiss, Joint Res Ctr JRC, Ispra, Italy
[2] European Commiss, Joint Res Ctr JRC, Seville, Spain
[3] Int Telecommun Union, Geneva, Switzerland
[4] UNU MERIT, Maastricht, Netherlands
基金
欧盟地平线“2020”;
关键词
Artificial intelligence; Patents; Labor productivity; GMM-SYS;
D O I
10.1007/s40821-020-00172-8
中图分类号
F [经济];
学科分类号
02 ;
摘要
Recent evidence indicates an upsurge in artificial intelligence and robotics (AI) patenting activities in the latest years, suggesting that solutions based on AI technologies might have started to exert an effect on the economy. We test this hypothesis using a worldwide sample of 5257 companies having filed at least a patent related to the field of AI between 2000 and 2016. Our analysis shows that, once controlling for other patenting activities, AI patent applications generate an extra-positive effect on companies' labor productivity. The effect concentrates on SMEs and services industries, suggesting that the ability to quickly readjust and introduce AI-based applications in the production process is an important determinant of the impact of AI observed to date.
引用
收藏
页码:1 / 25
页数:25
相关论文
共 78 条
[1]  
ACEMOGLU D, 2020, J POLIT ECON, V128, P2188, DOI DOI 10.1086/705716
[2]   Automation and New Tasks: How Technology Displaces and Reinstates Labor [J].
Acemoglu, Daron ;
Restrepo, Pascual .
JOURNAL OF ECONOMIC PERSPECTIVES, 2019, 33 (02) :3-29
[3]   The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment [J].
Acemoglu, Daron ;
Restrepo, Pascual .
AMERICAN ECONOMIC REVIEW, 2018, 108 (06) :1488-1542
[4]   A MODEL OF GROWTH THROUGH CREATIVE DESTRUCTION [J].
AGHION, P ;
HOWITT, P .
ECONOMETRICA, 1992, 60 (02) :323-351
[5]  
Agrawal A., 2019, EC ARTIFICIAL INTELL, DOI [10.7208/chicago/9780226613475.001.0001, DOI 10.7208/CHICAGO/9780226613475.001.0001]
[6]  
Agrawal A., 2019, The Economics of Artificial Intelligence: An Agenda, DOI [10.7208/chicago/9780226613475.001.0001, DOI 10.7208/CHICAGO/9780226613475.001.0001]
[7]  
Alderucci Dean., 2020, Quantifying the Impact of AI on Productivity and Labor Demand: Evidence from US Census Microdata
[8]  
Annoni A, 2018, Artificial Intelligence: A European Perspective
[9]  
[Anonymous], 2017, Science, Technology, and Industry Scoreboard, P36, DOI DOI 10.1787/9789264268821-EN
[10]  
[Anonymous], 2016, Analysis of the Impact of Robotic Systems on Employment in the European Union-2012 Data Update