Data for labor market concentration using Lightcast (formerly Burning Glass Technologies)

Using the job vacancy data from Lightcast from 2007Q1 to 2021Q2 (2008 and 2009 data are not available), we measure labor market concentration by using the Herfindahl Hirschman Index (HHI) in labor markets defined by the occupation (6-digit SOC), commuting zone, and quarterly level. The HHI is calculated based on the share of vacancies of all the firms that post vacancies in that market. It is the sum of vacancies by a given firm in a given market and year-quarter divided by the total vacancies of all firms posted on the website in that market and year-quarter. Data includes information on year-quarter, 6-digit SOC, commuting Zone, lower bound HHI, and higher bound HHI.

搜集汇总

背景与挑战

背景概述

该数据集利用Lightcast的职位空缺数据，通过Herfindahl Hirschman Index (HHI)测量了2007Q1至2021Q2期间劳动力市场的集中度，覆盖了不同职业、通勤区和季度层面的分析。数据集包含详细的HHI计算和市场划分信息，适用于劳动经济学和垄断性劳动力市场研究。