Match to Grow

Abstract This study proposes a specific channel through which labor markets facilitate firm growth: the occupational alignment between an establishment’s workforce and local skills. Using occupational employment statistics, we construct an index that compares each establishment’s occupational mix to that of its local market. Establishments with higher alignment grow faster in sales and employment. This growth comes primarily through lower adjustment costs and higher capital investment. We also show that the effects are most pronounced in establishments with a higher share of skilled workers and industries with higher idiosyncratic cash flow risk. This employee–firm matching channel helps explain how local labor markets translate into competitive advantage.

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Publication Details

Journal
Journal of Financial and Quantitative Analysis
Published
2026-01-13
DOI
https://doi.org/10.1017/s0022109026102579
Primary Topic
Firm Innovation and Growth
Type
article
Field-Weighted Citation Impact
0.00
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article

Match to Grow

Nasim Sabah, Michael Zheng
Journal of Financial and Quantitative Analysis
Firm Innovation and Growth
article

Match to Grow

Nasim Sabah, Michael Zheng
article en

Abstract

Abstract This study proposes a specific channel through which labor markets facilitate firm growth: the occupational alignment between an establishment’s workforce and local skills. Using occupational employment statistics, we construct an index that compares each establishment’s occupational mix to that of its local market. Establishments with higher alignment grow faster in sales and employment. This growth comes primarily through lower adjustment costs and higher capital investment. We also show that the effects are most pronounced in establishments with a higher share of skilled workers and industries with higher idiosyncratic cash flow risk. This employee–firm matching channel helps explain how local labor markets translate into competitive advantage.

Journal of Financial and Quantitative Analysis
Missouri State University (US), Louisiana Tech University (US)
Decent work and economic growth
Openalex Percentile: Top 92%
Firm Innovation and Growth
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