RT Journal Article T1 Using the decomposition of the mutual information index as an alternative approach to the study of educational inequality trends in Spain A1 Marqués-Perales, Ildefonso A1 Fachelli, Sandra A1 López-Roldán, Pedro K1 Marginal and internal changes K1 Mutual information index K1 Educational inequalities K1 Occupational upgrading AB Despite increased scholarly and policy interest in income inequality, our knowledge of inequality in later life is relatively limited. One challenge to studying inequality in older age groups is that income sources that are important in later life, including pensions and retirement accounts, may be poorly captured by household income surveys. In this study, we investigate income inequality among the older population in the United States, focusing on how measurement error affects retirement income estimates and its impact on summary measures of inequality. We use a rich dataset that links respondents in the Survey of Income and Program Participation with restricted-use administrative records from the Social Security Administration and Internal Revenue Service. We find systematic, nonclassical measurement error in survey-reported retirement income, particularly from pensions and retirement accounts. Due to these patterns of measurement error, income inequality estimates are considerably higher using administrative records instead of survey-reported data. Additional analyses show the effects of measurement error when estimating between- and within-group inequality across racial-ethnic and education groups. The downward bias associated with measuring income inequality among older Americans could worsen in the future given the shift from defined-benefit to defined-contribution retirement plans. PB Elsevier YR 2023 FD 2023-10 LK http://hdl.handle.net/10433/16531 UL http://hdl.handle.net/10433/16531 LA en NO Research in Social Stratification and Mobility, Volume 87, October 2023, 100827 NO Ministerio de Ciencia e Innovacion y Agencia Estatal de Investigacion: PID2019-106548GB-C21 and PID2019-106548GA-C22. Funding for open access publishing: Universidad Pablo de Olavide. DS RIO RD May 22, 2026