生产力
面板数据
机器人
工作(物理)
经验证据
鉴定(生物学)
计算机科学
计量经济学
经济
工程类
劳动经济学
人工智能
宏观经济学
机械工程
生物
植物
认识论
哲学
作者
Georg Graetz,Guy Michaels
出处
期刊:RePEc: Research Papers in Economics - RePEc
日期:2015-03-01
被引量:42
摘要
Despite ubiquitous discussions of robots' potential impact, there is almost no systematic empirical evidence on their economic effects. In this paper we analyze for the first time the economic impact of industrial robots, using new data on a panel of industries in 17 countries from 1993-2007. We find that industrial robots increased both labor productivity and value added. Our panel identification is robust to numerous controls, and we find similar results instrumenting increased robot use with a measure of workers' replaceability by robots, which is based on the tasks prevalent in industries before robots were widely employed. We calculate that the increased use of robots raised countries' average growth rates by about 0.37 percentage points. We also find that robots increased both wages and total factor productivity. While robots had no significant effect on total hours worked, there is some evidence that they reduced the hours of both low-skilled and middle-skilled workers.
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