The Sensitivity of Economic Statistics to Coding Errors in Personal Identifiers
In this paper, we describe the sensitivity of small-cell flow statistics to coding errors in the identity of the underlying entities. Specifically, we present results based on a comparison of the U.S. Census Bureau’s Quarterly Workforce Indicators (QWI) before and after correcting for such errors in SSN-based identifiers in the underlying individual wage records. The correction used involves a novel application of existing statistical matching techniques. It is found that even a very conservative correction procedure has a sizable impact on the statistics. The average bias ranges from 0.25 percent up to 15 percent for flow statistics, and up to 5 percent for payroll aggregates.
|Date of creation:||Oct 2002|
|Date of revision:||Mar 2003|
|Publication status:||Published in Journal of Business and Economic Statistics, April 2005, pages 133-152.|
|Contact details of provider:|| Postal: 4600 Silver Hill Road, Washington, DC 20233|
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- Simon Burgess & Julia Lane & David Stevens, 1996.
"Job Flows, Worker Flows and Churning,"
Labor and Demography
- Louis S. Jacobson & Robert J. LaLonde & Daniel G. Sullivan, 1992.
"Earnings losses of displaced workers,"
Working Paper Series, Macroeconomic Issues
92-28, Federal Reserve Bank of Chicago.
- Julia I. Lane & John C. Haltiwanger & James Spletzer, 1999. "Productivity Differences across Employers: The Roles of Employer Size, Age, and Human Capital," American Economic Review, American Economic Association, vol. 89(2), pages 94-98, May.
- Audra Bowlus & Lars Vilhuber, 2002.
"Displaced workers, early leavers, and re-employment wages,"
Longitudinal Employer-Household Dynamics Technical Papers
2002-18, Center for Economic Studies, U.S. Census Bureau.
- Audra Bowlus & Lars Vilhuber, 2001. "Displaced Workers, Early Leavers, and Re-employment Wages," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20015, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
- Audra Bowlus & Lars Vilhuber, 2002. "Displaced workers, early leavers, and re-employment wages," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 C1-1, International Conferences on Panel Data.
- Steven J. Davis & John C. Haltiwanger & Scott Schuh, 1998. "Job Creation and Destruction," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262540932.
- John M. Abowd & Paul A. Lengermann & Lars Vilhuber, 2002. "The Creation of the Employment Dynamics Estimates," Longitudinal Employer-Household Dynamics Technical Papers 2002-13, Center for Economic Studies, U.S. Census Bureau.
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