Labor Market Power and Financial Leverage: Evidence from Online Job Postings

Abstract Using the near universe of online job postings from 2007 to 2021, we construct a firm-level metric of labor market power. We find that firms with higher labor market power tend to have higher financial leverage. Our findings are not driven by product market competition or correlated labor market characteristics. The evidence is less pronounced among firms hiring in occupations with high labor mobility and skill transferability. To establish causality, we exploit the establishment of Amazon HQ2 in Crystal City as a shock to the labor market power of local firms and show consistent findings with our baseline results.

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Publication Details

Journal
Journal of Financial and Quantitative Analysis
Published
2025-08-15
DOI
https://doi.org/10.1017/s0022109025101816
Citations
1
Primary Topic
Labor market dynamics and wage inequality
Type
article
Field-Weighted Citation Impact
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article

Labor Market Power and Financial Leverage: Evidence from Online Job Postings

Massimo Massa, John Bai, Chi Wan, Yan Wang
1 citations
Journal of Financial and Quantitative Analysis
Labor market dynamics and wage inequality
article

Labor Market Power and Financial Leverage: Evidence from Online Job Postings

Massimo Massa, John Bai, Chi Wan, Yan Wang
article en
1 citations

Abstract

Abstract Using the near universe of online job postings from 2007 to 2021, we construct a firm-level metric of labor market power. We find that firms with higher labor market power tend to have higher financial leverage. Our findings are not driven by product market competition or correlated labor market characteristics. The evidence is less pronounced among firms hiring in occupations with high labor mobility and skill transferability. To establish causality, we exploit the establishment of Amazon HQ2 in Crystal City as a shock to the labor market power of local firms and show consistent findings with our baseline results.

Journal of Financial and Quantitative AnalysisVol. 61(2)
Boston College (US), Northeastern University (US), San Diego State University (US), University of Massachusetts Boston (US), McMaster University (CA)
Decent work and economic growth
Openalex Percentile: Top 70%
Labor market dynamics and wage inequality
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Labor Market Power and Financial Leverage: Evidence from Online Job Postings — Massimo Massa, John Bai, et al. · Journal of Financial and Quantitative Analysis (2025) | TGRS Research Map | TGRS