Reyes, Juan (2026) The Macroeconomic Effects of AI Uncertainty. Discussion Paper. Economic Statistics Centre of Excellence.
ESCoE DP 2026-02.pdf
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Abstract
This paper examines the macroeconomic implications of uncertainty shocks related to artificial intelligence (AI). I construct a novel text-based AI Uncertainty (AIU) Index from newspaper coverage that displays sharp increases around notable AI developments. The index also demonstrates limited correlation with established measures of economic uncertainty. Using SVAR-IV with an instrument that orthogonalises first- and second-moment coverage of AI, I find that positive AI uncertainty shocks generate significant contractionary effects on equity prices, hours worked, and wages, with smaller and less persistent effects on employment and output. Industry-level estimates, in turn, highlight heterogeneous adjustments along both the labour quantity and price margins. These findings indicate that AI uncertainty is a distinct source of economic fluctuations, with a response pattern that differs from that of conventional uncertainty shocks.
| Item Type: | Monograph (Discussion Paper) |
|---|---|
| Uncontrolled Keywords: | Artificial Intelligence, Uncertainty, Text Analysis, Business Cycle |
| Subjects: | H Social Sciences > HA Statistics |
| Depositing User: | Naomi Darling |
| Date Deposited: | 30 Jul 2026 14:52 |
| Last Modified: | 30 Jul 2026 14:52 |
| URI: | https://www.repository-escoe.com/id/eprint/89 |
