超级明星
业务
产品(数学)
产品创新
产品市场
新产品开发
产业组织
经济
度量(数据仓库)
微观经济学
营销
计算机科学
数学
广告
数据库
激励
几何学
作者
Tania Babina,Anastassia Fedyk,Alex Xi He,James Hodson
标识
DOI:10.1016/j.jfineco.2023.103745
摘要
We study the use and economic impact of AI technologies. We propose a new measure of firm-level AI investments using employee resumes. Our measure reveals a stark increase in AI investments across sectors. AI-investing firms experience higher growth in sales, employment, and market valuations. This growth comes primarily through increased product innovation. Our results are robust to instrumenting AI investments using firms' exposure to universities' supply of AI graduates. AI-powered growth concentrates among larger firms and is associated with higher industry concentration. Our results highlight that new technologies like AI can contribute to growth and superstar firms through product innovation.
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