Artificial Intelligence Makes Firm Operating Performance Less Volatile

How does artificial intelligence (AI) affect the volatility of firms' operational performance? We leverage detailed employer-employee data to link firm-level AI investments to the volatility of firm sales, earnings, and cash flows. Our results indicate that firms that invest more in AI experience reductions in the volatility of all three measures of operational performance compared to firms with lower AI investments. This finding highlights how adoption of technologies such as AI can benefit firms not only by increasing the first moment of their operational performance (e.g., raising sales) but also by reducing the second moment (lowering volatility).

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Publication Details

Journal
AEA Papers and Proceedings
Published
2025-05-01
DOI
https://doi.org/10.1257/pandp.20251002
Citations
5
Primary Topic
Corporate Finance and Governance
Type
article
Field-Weighted Citation Impact
19.55
Controls
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article

Artificial Intelligence Makes Firm Operating Performance Less Volatile

Alex Xi He, Anastassia Fedyk, Tania Babina, James Hodson
5 citations
AEA Papers and Proceedings
Corporate Finance and Governance
19.55
article

Artificial Intelligence Makes Firm Operating Performance Less Volatile

Alex Xi He, Anastassia Fedyk, Tania Babina, James Hodson
article en
5 citations

Abstract

How does artificial intelligence (AI) affect the volatility of firms' operational performance? We leverage detailed employer-employee data to link firm-level AI investments to the volatility of firm sales, earnings, and cash flows. Our results indicate that firms that invest more in AI experience reductions in the volatility of all three measures of operational performance compared to firms with lower AI investments. This finding highlights how adoption of technologies such as AI can benefit firms not only by increasing the first moment of their operational performance (e.g., raising sales) but also by reducing the second moment (lowering volatility).

AEA Papers and ProceedingsVol. 115
University of Maryland, College Park (US), University of California, Berkeley (US)
Openalex Percentile: Top 1%
Corporate Finance and Governance
19.55
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Artificial Intelligence Makes Firm Operating Performance Less Volatile — Alex Xi He, Anastassia Fedyk, et al. · AEA Papers and Proceedings (2025) | TGRS Research Map | TGRS