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Estimation of Job-to-Job Flow Rates under Partially Missing Geography

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  • Cody Henderson
  • Henry Hyatt

Abstract

Integration of data from different regions presents challenges for the calculation of entitylevel longitudinal statistics with a strong geographic component: for example, movements between employers, migration, business dynamics, and health statistics. In this paper, we consider the estimation of worker-level employment statistics when the geographies (in our application, US states) over which such measures are defined are partially missing. We focus on the recent pilot set of job-to-job flow statistics produced by the US Census Bureau’s Longitudinal Employer- Household Dynamics (LEHD) program, which measure the frequency of worker movements between jobs and into and out of nonemployment. LEHD’s coverage of the labor force gradually increases during the 1990s and 2000s because some states have a longer time series than others, so employment transitions involving missing states are only partially or not at all observed. We propose and implement a method for estimating national-level job-to-job flow statistics that involves dropping observed states to recover the relationship between missing states and directly tabulated job-to-job flow rates. Using the estimated relationship between the observable characteristics of the missing states and changes in the employment measures, we provide estimates of the rates of job-to-job, and job-to-nonemployment, job-to-nonemploymentto- job flows were all states uniformly available.

Suggested Citation

  • Cody Henderson & Henry Hyatt, 2012. "Estimation of Job-to-Job Flow Rates under Partially Missing Geography," Working Papers 12-29, Center for Economic Studies, U.S. Census Bureau.
  • Handle: RePEc:cen:wpaper:12-29
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    File URL: https://www2.census.gov/ces/wp/2012/CES-WP-12-29.pdf
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    Cited by:

    1. Henry Hyatt & Erika McEntarfer & Kevin McKinney & Stephen Tibbets & Doug Walton, 2014. "JOB-TO-JOB (J2J) Flows: New Labor Market Statistics From Linked Employer-Employee Data," Working Papers 14-34, Center for Economic Studies, U.S. Census Bureau.
    2. John Haltiwanger & Henry Hyatt & Erika McEntarfer, 2015. "Cyclical Reallocation of Workers Across Employers by Firm Size and Firm Wage," Working Papers 15-13, Center for Economic Studies, U.S. Census Bureau.

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