Artificial Intelligence, Firm Growth, and Product Innovation
Babina, Fedyk, He, Hodson
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.
Primary Datasets
Resumes; job postings; patents; publications
- Key Methods
- Multi-source data linkage; firm-level analysis
- Sample Period
- 2000-2018
- Geographic Coverage
- US
- Occupation Classification
- SOC
- Industry Classification
- NAICS