Artificial intelligence, firm growth, and product innovation
Tania Babina, Anastassia Fedyk, Alex Xi He, James Hodson
Columbia University University of California, Berkeley University of Maryland, College Park Jožef Stefan Institute
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摘要与影响
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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学术脉络
学科主题
经济 / 管理Economic Growth and Productivity
Firm Innovation and Growth · Innovation Diffusion and Forecasting
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