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Inequality in Comprehensive Wealth

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Abstract

We create an annualized measure of comprehensive household wealth using the 1998–2022 waves of the Health and Retirement Study and examine heterogeneity in retirement resources across households, cohorts, and time. We augment traditional net worth with the actuarial present values of expected future payment streams from labor-market earnings, Social Security, defined-benefit pensions, annuities, life insurance, and government transfers. We then calculate an annualized measure of that lump sum by converting it into an actuarially fair joint life annuity that we call annualized comprehensive wealth (ACW). We find that the median ACW increases throughout retirement, indicating that the median household is spending down its total resources more slowly than its joint life expectancy is shortening. In addition, we document considerable heterogeneity in the levels and trajectories of ACW across cohorts, education groups, and race. Notably, we find that the pattern of rising ACW is largely driven by college-educated and white households. Other groups show relatively flat or declining trajectories of ACW after retirement. We further explore the heterogeneity of ACW with the help of recentered influence function regressions. We show that inequality in ACW is associated with higher household-specific rates of return, higher education, and greater concentrations of single-headed and Black and Hispanic households.

Suggested Citation

  • Hannah Landel & David A. Love & Paul A. Smith, 2026. "Inequality in Comprehensive Wealth," Finance and Economics Discussion Series 2026-007, Board of Governors of the Federal Reserve System (U.S.).
  • Handle: RePEc:fip:fedgfe:102440
    DOI: 10.17016/FEDS.2026.007
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    1. James Poterba & Steven Venti & David Wise, 2013. "Correction: The Composition and Drawdown of Wealth in Retirement," Journal of Economic Perspectives, American Economic Association, vol. 27(4), pages 219-222, Fall.
    2. Cobb-Clark, Deborah A. & Kassenboehmer, Sonja C. & Sinning, Mathias G., 2016. "Locus of control and savings," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 113-130.
    3. Christelis, Dimitris & Georgarakos, Dimitris & Jappelli, Tullio, 2015. "Wealth shocks, unemployment shocks and consumption in the wake of the Great Recession," Journal of Monetary Economics, Elsevier, vol. 72(C), pages 21-41.
    4. Alice Henriques Volz & Lindsay Jacobs & Elizabeth Llanes & Kevin B. Moore & Jeffrey P. Thompson, 2020. "Wealth Distribution and Retirement Preparation among Early Savers," Working Papers 20-4, Federal Reserve Bank of Boston.
    5. Love, David A. & Palumbo, Michael G. & Smith, Paul A., 2009. "The trajectory of wealth in retirement," Journal of Public Economics, Elsevier, vol. 93(1-2), pages 191-208, February.
    6. Thomas Lemieux, 2008. "The changing nature of wage inequality," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(1), pages 21-48, January.
    7. Steven F. Venti & David A. Wise, 2004. "Aging and Housing Equity: Another Look," NBER Chapters, in: Perspectives on the Economics of Aging, pages 127-180, National Bureau of Economic Research, Inc.
    8. Jeffrey Brown, 2002. "Differential Mortality and the Value of Individual Account Retirement Annuities," NBER Chapters, in: The Distributional Aspects of Social Security and Social Security Reform, pages 401-446, National Bureau of Economic Research, Inc.
    9. David Love & Paul A. Smith & Lucy C. McNair, 2008. "A New Look at the Wealth Adequacy of Older U.S. Households," Department of Economics Working Papers 2008-12, Department of Economics, Williams College.
    10. Peijnenburg, Kim & Nijman, Theo & Werker, Bas J.M., 2016. "The annuity puzzle remains a puzzle," Journal of Economic Dynamics and Control, Elsevier, vol. 70(C), pages 18-35.
    11. Andreas Fagereng & Luigi Guiso & Davide Malacrino & Luigi Pistaferri, 2020. "Heterogeneity and Persistence in Returns to Wealth," Econometrica, Econometric Society, vol. 88(1), pages 115-170, January.
    12. Shchepeleva, Maria & Stolbov, Mikhail & Weill, Laurent, 2022. "Has the Global Financial Crisis increased wealth inequality?," International Economics, Elsevier, vol. 169(C), pages 148-160.
    13. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    14. Michael G. Palumbo, 1999. "Uncertain Medical Expenses and Precautionary Saving Near the End of the Life Cycle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(2), pages 395-421.
    15. Gustman, Alan L. & Steinmeier, Thomas L., 1999. "Effects of pensions on savings: analysis with data from the health and retirement study," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 50(1), pages 271-324, June.
    16. Alan L. Gustman & Olivia S. Mitchell & Andrew A. Samwick & Thomas L. Steinmeier, "undated". "Pension and Social Security Wealth in the Health and Retirement Study," Pension Research Council Working Papers 97-3, Wharton School Pension Research Council, University of Pennsylvania.
    17. Gustman, Alan L. & Steinmeier, Thomas L. & Tabatabai, Nahid, 2010. "Pensions in the Health and Retirement Study," Economics Books, Harvard University Press, number 9780674048669, Spring.
    18. Mariacristina De Nardi & Eric French & John B. Jones, 2010. "Why Do the Elderly Save? The Role of Medical Expenses," Journal of Political Economy, University of Chicago Press, vol. 118(1), pages 39-75, February.
    19. Fabian T. Pfeffer & Sheldon Danziger & Robert F. Schoeni, 2013. "Wealth Disparities Before and After the Great Recession," The ANNALS of the American Academy of Political and Social Science, , vol. 650(1), pages 98-123, November.
    20. Joachim Inkmann & Paula Lopes & Alexander Michaelides, 2011. "How Deep Is the Annuity Market Participation Puzzle?," The Review of Financial Studies, Society for Financial Studies, vol. 24(1), pages 279-319.
    21. Arindrajit Dube, 2019. "Minimum Wages and the Distribution of Family Incomes," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 268-304, October.
    22. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    23. David A. Love & Paul A. Smith & Lucy C. McNair, 2008. "A New Look At The Wealth Adequacy Of Older U.S. Households," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 54(4), pages 616-642, December.
    24. Karen E. Dynan & Jonathan Skinner & Stephen P. Zeldes, 2002. "The Importance of Bequests and Life-Cycle Saving in Capital Accumulation: A New Answer," American Economic Review, American Economic Association, vol. 92(2), pages 274-278, May.
    25. Hubbard, R. Glenn & Skinner, Jonathan & Zeldes, Stephen P., 1994. "The importance of precautionary motives in explaining individual and aggregate saving," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 40(1), pages 59-125, June.
    26. Eric French & John Bailey Jones, 2004. "On the distribution and dynamics of health care costs," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(6), pages 705-721.
    27. Nikolay Angelov & Daniel Waldenström, 2023. "COVID-19 and income inequality: evidence from monthly population registers," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 21(2), pages 351-379, June.
    28. Lusardi, Annamaria & Mitchell, Olivia S., 2007. "Baby Boomer retirement security: The roles of planning, financial literacy, and housing wealth," Journal of Monetary Economics, Elsevier, vol. 54(1), pages 205-224, January.
    29. Poterba, James & Venti, Steven & Wise, David A., 2018. "Longitudinal determinants of end-of-life wealth inequality," Journal of Public Economics, Elsevier, vol. 162(C), pages 78-88.
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    Keywords

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    JEL classification:

    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts
    • J14 - Labor and Demographic Economics - - Demographic Economics - - - Economics of the Elderly; Economics of the Handicapped; Non-Labor Market Discrimination
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J26 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Retirement; Retirement Policies

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