%0 Report %A Azar, José %A Marinescu, Ioana E. %A Steinbaum, Marshall %A Taska, Bledi %T Concentration in US Labor Markets: Evidence from Online Vacancy Data %D 2018 %8 2018 Mar %I Institute of Labor Economics (IZA) %C Bonn %7 IZA Discussion Paper %N 11379 %U https://www.iza.org/publications/dp11379 %X 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 3,953, or the equivalent of 2.5 recruiting employers. 54% of labor markets are highly concentrated (above 2,500 HHI) according to the DOJ/FTC guidelines. Highly concentrated markets account for 17% of employment. All plausible alternative market definitions show that more than 33% of markets are highly concentrated, suggesting that employers have market power in many US labor markets. %K labor markets %K oligopsony %K monopsony %K competition policy