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Estimating Measurement Error in SIPP Annual Job Earnings: A Comparison of Census Survey and SSA Administrative Data

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Author Info
Martha Stinson
Abstract

The third chapter investigates measurement error in SIPP annual job earnings data linked to SSA administrative earnings data. The multiple earnings measures provided by the survey and administrative data enable the identification of components of true variation and variation due to measurement error. We find that 18% of the variation in SIPP annual job earnings can be attributed to measurement error. We also find that in both the SIPP and the DER, measurement error is persistent over time. A lower level of auto-correlation in the SIPP measurement error than in the economic error component leads to a lower reliability ratio of .62 for first-differenced earnings.

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File URL: http://lehd.did.census.gov/led/library/techpapers/tp-2002-24.pdf
File Format: application/pdf
File Function: First version, 2002
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Publisher Info
Paper provided by Longitudinal Employer-Household Dynamics, Center for Economic Studies, U.S. Census Bureau in its series Technical Papers with number 2002-24.

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Length: 29 pages
Date of creation: Sep 2002
Date of revision:
Handle: RePEc:cen:tpaper:2002-24

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Web page: http://lehd.did.census.gov/led/library/techpapers.html

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  1. Wojciech Kopczuk & Emmanuel Saez & Jae Song, 2007. "Uncovering the American Dream: Inequality and Mobility in Social Security Earnings Data since 1937," NBER Working Papers 13345, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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This page was last updated on 2009-11-22.

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