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Total Error and Variability Measures for the Quarterly Workforce Indicators and LEHD Origin Destination Employment Statistics in OnTheMap

September 2020

Working Paper Number:

CES-20-30

Abstract

We report results from the first comprehensive total quality evaluation of five major indicators in the U.S. Census Bureau's Longitudinal Employer-Household Dynamics (LEHD) Program Quarterly Workforce Indicators (QWI): total flow-employment, beginning-of-quarter employment, full quarter employment, average monthly earnings of full-quarter employees, and total quarterly payroll. Beginning-of-quarter employment is also the main tabulation variable in the LEHD Origin-Destination Employment Statistics (LODES) workplace reports as displayed in On-TheMap (OTM), including OnTheMap for Emergency Management. We account for errors due to coverage; record-level non response; edit and imputation of item missing data; and statistical disclosure limitation. The analysis reveals that the five publication variables under study are estimated very accurately for tabulations involving at least 10 jobs. Tabulations involving three to nine jobs are a transition zone, where cells may be fit for use with caution. Tabulations involving one or two jobs, which are generally suppressed on fitness-for-use criteria in the QWI and synthesized in LODES, have substantial total variability but can still be used to estimate statistics for untabulated aggregates as long as the job count in the aggregate is more than 10.

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:
analysis, payroll, report, quarterly, survey, earnings, employee, employ, employed, longitudinal, employment estimates, imputation, reporting, workplace, workforce, employing, indicator, employment count, measures employment, employment measures, employment statistics, longitudinal employer, census employment, employment earnings, workforce indicators

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Bureau of Labor Statistics, National Science Foundation, Unemployment Insurance, North American Industry Classification System, American Community Survey, National Institute on Aging, Alfred P Sloan Foundation, Longitudinal Employer Household Dynamics, Quarterly Workforce Indicators, Quarterly Census of Employment and Wages, Census Bureau Disclosure Review Board, Disclosure Review Board, International Trade Research Report

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