articleJournal of Financial EconomicsNov 23, 2023HYBRID OA

Artificial intelligence, firm growth, and product innovation

Columbia University · University of California, Berkeley · +2 more institutions

Indexed incrossref

Abstract

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.

Citation impact

1,015
total citations
FWCI
547.73
Percentile
100%
References
103
Citations per year

Authors

4

Topics & keywords

Keywords
  • Superstar
  • Product (mathematics)
  • Industrial organization
  • Product market
  • New product development
  • Business
  • Product innovation
  • Economics
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