Official websites use .gov
A .gov website belongs to an official government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you’ve safely connected to the .gov website. Share sensitive information only on official, secure websites.
Topics
Data & Maps
Surveys & Programs
Resource Library
Revisions to the LEHD Establishment Imputation Procedure and Applications to Administrative Jobs Frame
Revisions to the LEHD Establishment Imputation Procedure and Applications to Administrative Jobs Frame
Working Paper Number: CES-24-51
Abstract
The Census Bureau is developing a “jobs frame” to provide detailed job-level employment data across the U.S. through linked administrative records such as unemployment insurance and IRS W-2 filings. This working paper summarizes the research conducted by the jobs frame development team on modifying and extending the LEHD Unit-to-Worker (U2W) imputation procedure for the jobs frame prototype. It provides a conceptual overview of the U2W imputation method, highlighting key challenges and tradeoffs in its current application. The paper then presents four imputation methodologies and evaluates their performance in areas such as establishment assignment accuracy, establishment size matching, and job separation rates. The results show that all methodologies perform similarly in assigning workers to the correct establishment. Non-spell-based methodologies excel in matching establishment sizes, while spell-based methodologies perform better in accurately tracking separation rates.
Others in Series
Working Paper
Aggregation Bias in the Measurement of U.S. Global Value Chains
We calculate the imported content of U.S. manufacturing plants' exports and assess the extent of aggregation bias inherent in industry-level estimates.
Working Paper
Internal Migration in the U.S. During the COVID-19 Pandemic
We link administrative (USPS, IRS, and SSA) and survey (ACS and CPS-ASEC) records and examine U.S. domestic migration trends during the COVID-19 pandemic.
Working Paper
Wage and Productivity Dispersion in U.S. Manufacturing: The Role of Computer Investment
Page Last Revised - September 25, 2024
✕
Is this page helpful?
Yes
No
Yes
No✕
NO THANKS
255 characters maximum
255 characters maximum reached
255 characters maximum reached
✕
Thank you for your feedback.
Comments or suggestions?
Comments or suggestions?
