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Validating Longitudinal Earnings in Dynamic Microsimulation Models: The Role of Outliers

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Publication Date: September 2013

Publisher(s): Center for Retirement Research at Boston College

Author(s): Melissa Favreault; Owen Haaga


Special Collection:

Topic: Economics (Economic research)
Economics (Infrastructure)
Economics (Property and wealth)

Keywords: Social Security; Earning test; High earners

Type: Report

Coverage: United States


Rapid growth in the earnings of the highest earners over the past two and a half decades has contributed to strains on Social Security’s finances and made projecting lifetime earnings on a year-by-year basis – already a complicated technical problem – even more challenging. This project uses various descriptive techniques and high-quality administrative earnings data matched to household surveys to explore related questions about the changing wage distribution. We first describe the characteristics of high earners, both at a point in time and over longer periods (from 1983 through 2010). We then evaluate how well SSA’s MINT7 dynamic microsimulation model projects inequality in the earnings distribution and the long-term characteristics of earnings paths.