Concentration in US Labor Markets: Evidence from Online Vacancy Data

Working Paper: NBER ID: w24395

Authors: Jos A. Azar; Ioana Marinescu; Marshall I. Steinbaum; Bledi Taska

Abstract: Using data on the near-universe of online US job vacancies collected by Burning Glass Technologies in 2016, we calculate labor market concentration using the Herfindahl-Hirschman index (HHI) for each commuting zone by 6-digit SOC occupation. The average market has an HHI of 4,378, or the equivalent of 2.3 recruiting employers. 60% of labor markets are highly concentrated (above 2,500 HHI) according to the DOJ/FTC guidelines. Highly concentrated markets account for 20% of employment. For manufacturing industries, we show that labor market concentration is distinct from product market concentration, and is negatively correlated with wages in each industry’s top occupation.

Keywords: Labor Market Concentration; Wages; Antitrust; Herfindahl-Hirschman Index; Online Job Vacancies

JEL Codes: J21; J42; K21


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
Labor market concentration (HHI) (J42)Wages (J31)
Labor market concentration (HHI) (J42)Wage suppression (J38)
Labor market concentration (HHI) (J42)Monopsony power among employers (J42)
Labor market concentration (HHI) (J42)Distinct from product market concentration (L19)
Product market concentration (L19)Wages (J31)

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