UPDF AI

Artificial intelligence, firm growth, and product innovation

T. Babina,A. Fedyk,A. He,James Hodson

2024 · DOI: 10.1016/j.jfineco.2023.103745
Journal of Financial Economics · 引用 731 次

TLDR

A new measure of firm-level AI investments is proposed, using a unique combination of worker resume and job postings datasets, which reveals a stark increase in AI investments across sectors.

摘要

We study the use and economic impact of AI technologies among U.S. firms. We propose a new measure of firm-level AI investments, using a unique combination of worker resume and job postings datasets. Our measure reveals a stark increase in AI investments across sectors. AI-investing firms see increased growth in sales, employment, and market valuations. This growth comes primarily through increased product innovation, reflected in trademarks, product patents, and product updates. AI-powered growth concentrates among ex-ante larger firms, leading to higher industry concentration and reinforcing winner-take-most dynamics. Our results highlight that new technologies can contribute to growth through product innovation.