Firm-Level Labor Shortage Exposure

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Authors: Jarrad Harford, Qiyang He, Buhui Qiu
Cited by: 5
References: 63

Abstract

Abstract We extract information from earnings call transcripts to develop a comprehensive and reliable measure of labor shortage exposure. After validating the measure at the state, industry, and firm levels, we show that firms with labor shortage exposures experience lower earnings call CARs, future stock returns and operating performance. Firms respond to labor shortages by substituting labor with capital and R&D investments, and by producing more production-process patents. Such responses help mitigate the negative effects on future performance. Our measure has broad applicability, and our findings provide new insight into labor-capital substitution in imperfectly competitive labor markets.

Fields of Study & Subjects

COVID-19 Pandemic Impacts Taxation and Compliance Studies Employment and Welfare Studies

Publication details

Journal / source
Review of Financial Studies
Publisher
Oxford University Press (OUP)
Publication date
12 May 2026
Language
EN