Decomposing Lifetime-Earnings Differences between White, Black, and Hispanic Families

Authors

  • Hope Bodenschatz University of California, Davis
  • Gerald E. Daniels Jr. Howard University
  • Jeffrey Thompson Federal Reserve Bank of Boston https://orcid.org/0000-0002-8932-9050

DOI:

https://doi.org/10.25071/1874-6322.40654

Keywords:

lifetime earnings, racial disparities, inequality, decomposition

Abstract

Lifetime earnings are an important indicator of well-being but remain under-studied in the context of racial and ethnic disparities. This article explores lifetime-earning disparities between White, Black, and Hispanic families using a measure of lifetime earnings developed by Jacobs et al. (2020 and 2022) for the Survey of Consumer Finances, alongside a two-stage re-centred function decomposition approach, to study factors that contribute to these disparities. We describe how the components of lifetime earnings such as annual earnings, number of working household members, and years of employment vary by race and ethnicity and find that human capital-related variables account for most of the lifetime earnings differences. Furthermore, we explore the contribution of business ownership and find its explanatory power increases at the top of the lifetime earnings distribution.

References

Acemoglu, D., and P. Restrepo 2022 “Tasks, automation, and the rise in US wage inequality”, Econometrica 90(5): 1973–2016. doi.org/10.3982/ECTA19815doi.org/10.3982/ECTA19815

Aliprantis, D., D. Carroll, and E.R. Young 2022 “The dynamics of the racial wealth gap”, Federal Reserve Bank of Cleveland Working Paper (19–18R).

Altonji, J.G. and U. Doraszelski 2005 “The role of permanent income and demographics in Black/White differences in wealth”, Journal of Human Resources 40(1): 1–30. doi.org/10.3368/jhr.40.1.1

Arias, E., B. Tejada-Vera, K.D. Kochanek, and F.B. Ahmad 2022 “Provisional life expectancy estimates for 2021”, Vital Statistics Rapid Release 23: 1–16.

Barsky, R., J. Bound, K.K. Charles, and J.P. Lupton 2002 “Accounting for the Black–White wealth gap: A Nonparametric Approach”, Journal of the American Statistical Association 97(459): 663–673. doi.org/10.1198/016214502388618401

Bayer, P. and K.K. Charles 2018 “Divergent paths: A new perspective on earnings differences between Black and White men since 1940”, The Quarterly Journal of Economics 133(3): 1459–1501. doi.org/10.1093/qje/qjy003

Björklund A. 1993 “A comparison between actual distributions of annual and lifetime income: Sweden 1951–89”, Review of Income and Wealth 39(4): 377–386. doi.org/10.1111/j.1475-4991.1993.tb00468.x

Black, D., A. Haviland, S. Sanders, and L. Taylor 2006 “Why do minority men earn less? A study of wage differentials among the highly educated”, The Review of Economics and Statistics 88(2): 300–313. doi.org/10.1162/rest.88.2.300

Blackburn, M.L. 2004 “The role of test scores in explaining race and gender differences in wages”, Economics of Education Review 23(6): 555–576. doi.org/10.1016/j.econedurev.2004.04.005

Blinder, A.S. 1973 “Wage discrimination: Reduced form and structural estimates”, Journal of Human resources: 436–455.

Böhlmark, A. and M.J. Lindquist 2006 “Life-cycle variations in the association between current and lifetime income: Replication and extension for Sweden”, Journal of Labor Economics 24(4): 879–896. doi.org/10.1086/506489

Bricker, J., A. Henriques Volz, and K.B. Moore 2017 “Updates to the sampling of wealthy families in the Survey of Consumer Finances”, FEDS Working Paper No. 2017–114. https://ssrn.com/abstract=3081438 or http://dx.doi.org/10.17016/FEDS.2017.114

—– and J. Thompson 2016 “Does education loan debt influence household financial distress? An assessment using the 2007–2009 Survey of Consumer Finances panel”, Contemporary Economic Policy 34(4): 660–677. doi.org/10.1111/coep.12164

Brunello, G., G. Weber, and C.T. Weiss 2017 “Books are forever: Early life conditions, education and lifetime earnings in Europe”, The Economic Journal 127(600): 271–296. doi.org/10.1111/ecoj.12307

Carnevale, A.P., B. Cheah, and S.J. Rose 2011 “The college pay off: Education, occupations, lifetime earnings”, Georgetown University Center on Education and the Workforce, cew.georgetown.edu/cew-reports/the-college-payoff/

Charles, K.K. and J. Guryan 2008 “Prejudice and wages: An empirical assessment of Becker's The Economics of Discrimination”, Journal of political economy 116(5): 773–809. doi.org/10.1086/593073

Creamer, J. 2020 “Inequalities persist despite decline in poverty for all major race and hispanic origin groups”, United States Census Bureau, September 15 https://www.census.gov/library/stories/2020/09/poverty-rates-for-blacks-and-hispanics-

reached-historic-lows-in-2019.

Czajka, J.L., J.E. Jacobson, and S. Cody 2003 “Survey estimates of wealth: A comparative analysis and review of the Survey of Income and Program Participation”, Social Security Bulletin 65(1): 63.

Dettling, L. J., J.W. Hsu, L. Jacobs, K.B. Moore, and J.P. Thompson 2017 “Recent trends in wealth-holding by race and ethnicity: Evidence from the Survey of Consumer Finances”, FEDS Notes www.federalreserve.gov/econres/notes/feds-notes/recent-trends-in-

wealth-holding-by-race-and-ethnicity-evidence-from-the-survey-of-consumer-finances-20170927.html

DiNardo, J., N.M. Fortin, and T. Lemieux 1996 “Labor market institutions and the distribution of wages, 1973-1992: A semiparametric approach”, Econometrica 64(5): 1001–1044.

Emeka, A. 2007 “Race and lifetime earnings: Assessing the cumulative costs of minority status using cross-sectional data”, Paper delivered at International Sociological Association, Research Committee on Social Stratification, August 14.

Fairlie, R.W. and W.A. Sundstrom 1997 “The racial unemployment gap in long-run perspective”, The American Economic Review 87(2): 306–310.

Firpo, S., N.M. Fortin, and T. Lemieux 2009 “Unconditional quantile regressions”, Econometrica 77(3): 953–973. doi.org/10.3982/ECTA6822

—– and C. Pinto 2016 “Identification and estimation of distributional impacts of interventions using changes in inequality measures”, Journal of Applied Econometrics 31(3): 457–486. doi.org/10.1002/jae.2448

Firpo, S.P., N.M. Fortin, and T. Lemieux 2018 “Decomposing wage distributions using recentered influence function regressions”, Econometrics 6(2). doi.org/10.3390/econometrics6020028

Fortin, N., T. Lemieux, and S. Firpo 2011 “Chapter 1 - Decomposition methods in economics”, in O. Ashenfelter and D. Card Handbook of Labor Economics, vol 4A, pp. 1–102. Elsevier.

Fryer, R.G., D. Pager, and J.L. Spenkuch 2013 “Racial disparities in job finding and offered wages”, The Journal of Law and Economics 56(3): 633–689. doi.org/10.1086/673323

Gensowski, M. 2018 “Personality, IQ, and lifetime earnings”, Labour Economics 51: 170–183. doi.org/10.1016/j.labeco.2017.12.004

Glover, A., J. Mustre-del Rio, E. Pollard 2023 “Lifetime earnings differences across Black and White individuals: Years worked matter”, Federal Reserve Bank of Kansas City Economic Review 108(1): 5–22.

Gordon, G., J.B. Jones, U. Neelakantan, and K. Athreya 2023 “Incarceration, employment, and earnings: Dynamics and differences”, Review of Economic Dynamics 51: 677–697. doi.org/10.1016/j.red.2023.06.007

Guvenen, F., G. Kaplan, J. Song, and J. Weidner 2017 “Lifetime incomes in the United States over six decades”, National Bureau of Economic Research Working Paper 23371 doi.org/10.3386/w23371

Haider, S. and G. Solon 2006 “Life-cycle variation in the association between current and lifetime earnings”, American Economic Review 96(4): 1308–1320. doi.org/10.1257/aer.96.4.1308

Hinton, I., J. Howell, E. Merwin, S.N. Stern, S. Turner, I. Williams, and M. Wilson 2010 “The educational pipeline for health care professionals”, Journal of Human Resources 45(1):116–156. doi.org/10.3368/jhr.45.1.116

Hurst, E., Y. Rubinstein, and K. Shimizu 2021 “Task-based discrimination”, National Bureau of Economic Research Working Paper 29022. doi.org/10.3386/w29022

Huynh, M., K. Rupp, and J. Sears 2002 “The assessment of Survey of Income and Program Participation (SIPP) benefit data using longitudinal administrative records”, The Survey of Income and Program Participation Report No. 238. Washington, DC: U.S. Census Bureau.

Hyytinen, A., P. Ilmakunnas, E. Johansson, and O. Toivanen 2019 “Heritability of lifetime earnings”, The Journal of Economic Inequality 17, 319–335. doi.org/10.1007/s10888-019-09413-x

Jacobs, L., E. Llanes, K. Moore, J. Thompson, and A.H. Volz 2020 “Wealth distribution and retirement preparation among early savers”, Board of Governors of the Federal Reserve System Finance and Economics Discussion Series 2020–043. doi.org/10.29412/res.wp.

2020.04

—– 2022 “Wealth concentration in the USA using an expanded measure of net worth”, Oxford Economic Papers 74(3): 623–642. doi.org/10.1093/oep/gpab054

Jang, C.J., and H.C. Lee 2022 “A review of racial disparities in infant mortality in the US”, Children 9(2): 257. doi.org/10.3390/children9020257

Kakar, V., G.E. Daniels Jr., and O. Petrovska 2019 “Does student loan debt contribute to racial wealth gaps? A decomposition analysis”, Journal of Consumer Affairs 53(4): 1920–1947. doi.org/10.1111/joca.12271

Karahan, F., S. Ozkan, and J. Song 2022 “Anatomy of lifetime earnings inequality: Heterogeneity in job ladder risk vs. human capital”, Federal Reserve Bank St. Louis Working Paper 2022–2.

Karger, E., and A. 2024 “The Black-White lifetime earnings gap”, Explorations in Economic History 94: 101629. doi.org/10.1016/j.eeh.2024.101629

Keister, L.A. and S. Moller 2000 “Wealth inequality in the United States”, Annual Review of Sociology 26(1): 63–81. doi.org/10.1146/annurev.soc.26.1.63

Kennickell, A.B. 1999 Revisions to the SCF Weighting Methodology: Accounting for Race/Ethnicity and Homeownership, SCF Working Paper. Washington, DC: Board of Governors of the Federal Reserve System.

—– 2006 “Who’s asking? Interviewers, their incentives, and data quality in field surveys”, Survey of Consumer Finances Working Paper SCF2006-1. Washington, DC: Board of Governors of the Federal Reserve System. Available at https://www.federalreserve.gov/econres/scf_workingpapers.htm

Kim, C., C.R. Tamborini, and A. Sakamoto 2015 “Field of study in college and lifetime earnings in the United States”, Sociology of Education 88(4): 320–339. doi.org/10.1177/003804071560213

King, A.G., and C.B. Knapp 1978 “Race and the determinants of lifetime earnings”, ILR Review 31(3): 347–355. doi.org/10.1177/0019793978031003

Mustre-del-Río, J., and E. Pollard 2019 “What explains lifetime earnings differences across individuals?”, Federal Reserve Bank of Kansas City Economic Review 104(1): 35–56. doi.org/10.18651/ER/1q19Mustre-del-Rio-Pollard

National Center for Education Statistics 2023 “Educational attainment of young adults”, Condition of Education. U.S. Department of Education, Institute of Education Sciences.

Neal, D.A., and W.R. Johnson 1996 “The role of premarket factors in Black-White wage differences”, Journal of Political Economy 104(5): 869–895. doi.org/10.1086/262045

Nielsen, E. 2019 “Test questions, economic outcomes, and inequality”, Finance and Economics Discussion Series 2019–013. doi.org/10.17016/FEDS.2019.013

Nybom, M. 2017 “The distribution of lifetime earnings returns to college”, Journal of Labor Economics 35(4): 903–952. doi.org/10.1086/692475

Oaxaca, R. 1973 “Male-female wage differentials in urban labor markets”, International Economic Review 14(3): 693–709.

O’Neill, J. 1990 “The role of human capital in earnings differences between Black and White men”, Journal of Economic Perspectives 4(4): 25–45. di.org/10.1257/jep.4.4.25

O’Neill, J.E., and D.M. O’Neill 2006 “What do wage differentials tell about labor market discrimination?”, In S.W. Polachek, C. Chiswick, and H. Rapoport (Eds.) The Economics of Immigration and Social Diversity, Emerald Group Publishing Limited. pp.293–357.

doi.org/10.1016/S0147-9121(05)24010-4

Osterman, M.J.K., B.E. Hamilton, J.A. Martin, A.K. Driscoll, and C.P. Valenzuela 2023 “Births: Final data for 2021”, National Vital Statistics Reports 72(1): 1–53. https://pubmed.ncbi.nlm.nih.gov/36723449/

Patten, E. 2016 “Racial, gender wage gaps persist in U.S. despite some progress”, Pew Research Center. pewrsr.ch/29gNnNA

Rios-Avila, F. 2020 “Recentered influence functions (RIFs) in stata: RIF regression and RIF decomposition”, The Stata Journal 20(1): 51–94. doi.org/10.1177/1536867X20909690

Rothstein, J., and N. Wozny 2013 “Permanent income and the Black-White test score gap”, Journal of Human Resources 48(3): 510–544. doi.org/10.3368/jhr.48.3.510

Tamborini, C.R., C. Kim, and A. Sakamoto 2015 “Education and lifetime earnings in the United States”, Demography 52(4): 1383–1407. doi.org/10.1007/s13524-015-0407-0

Thompson, J.P., and A.H. Volz 2021 “A new look at racial disparities using a more comprehensive wealth measure”, Federal Reserve Bank of Boston, Current Policy Perspectives.

—– and G.A. Suarez 2019 “Accounting for racial wealth disparities in the United States”, Federal Reserve Bank of Boston, Research Department Working Papers No. 19–13. doi.org/10.29412/res.wp.2019.13

Thompson, O. 2021 “Human capital and Black-White earnings gaps, 1966–2017”, NBER Technical report 28586. doi.org/10.3386/w28586

Weller, C.E., and J.P. Thompson 2018 “Wealth inequality more pronounced among Asian Americans than among Whites”, Challenge 61(2): 183–202. doi.org/10.1080/05775132.2018.1443998

Wolff, E. 1995 Top heavy: A study of increasing inequality of wealth in America New York, NY: The Twentieth Century Fund Press.

Wolff, E.N. 2021a “The declining wealth of the middle class, 1983–2016”, Contemporary Economic Policy 39(3): 461–478. doi.org/10.1111/coep.12513

—– 2021b “Wealth inequality in the United States”, NBER Reporter (2): 14–17.

Yun, L., J. Lautz, N. Evangelou, B. Snowden, and M. Dunn 2023 Snapshot of race and home buying in America Washington, DC: National Association of Realtors.

Published

2026-05-13

How to Cite

Bodenschatz, H., Daniels Jr., G. E., & Thompson, J. (2026). Decomposing Lifetime-Earnings Differences between White, Black, and Hispanic Families. Journal of Income Distribution®, 33(1-2). https://doi.org/10.25071/1874-6322.40654

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