IDEAS home Printed from https://ideas.repec.org/a/red/issued/18-559.html
   My bibliography  Save this article

Can Income Differences Explain the Racial Wealth Gap: A Quantitative Analysis

Author

Listed:
  • Hero Ashman

    (University of California, Berkeley)

  • Seth Neumuller

    (Wellesley College)

Abstract

We use a quantitative, overlapping-generations, incomplete markets, life-cycle model to explore the extent to which income differences can explain the racial wealth gap. The model features race, education, and family structure-specific stochastic household income processes estimated using data from the PSID, race and education-specific lifespan risk, an income floor, and intergenerational transfers of wealth and labor market ability. A calibrated version of the model fully accounts for the racial wealth gap observed in the data. In addition, it endogenously generates an empirically plausible degree of wealth inequality, both conditional and unconditional on race, and is broadly consistent with observed patterns of wealth accumulation over the life cycle. Simulations of the model suggest that income differences, on their own, can explain 43.0% of the racial wealth gap in levels, while bequest motives and intergenerational transfers of wealth, in the presence of income differences, account for 28.6% and 25.8% of the gap, respectively. We find that the income floor has a negligible impact on the racial wealth gap in levels, but causes the ratio of median wealth (white/black) to more than double as it disproportionately reduces the incentive that low income, low wealth households, the majority of whom are black, have to save. We also find that differences in lifespan risk have only a small impact on the racial wealth gap levels, but lead to a 13.7% increase in the ratio of median wealth. (Copyright: Elsevier)

Suggested Citation

  • Hero Ashman & Seth Neumuller, 2020. "Can Income Differences Explain the Racial Wealth Gap: A Quantitative Analysis," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 35, pages 220-239, January.
  • Handle: RePEc:red:issued:18-559
    DOI: 10.1016/j.red.2019.06.004
    as

    Download full text from publisher

    File URL: https://dx.doi.org/10.1016/j.red.2019.06.004
    Download Restriction: Access to full texts is restricted to ScienceDirect subscribers and institutional members. See https://www.sciencedirect.com/ for details.

    File URL: https://libkey.io/10.1016/j.red.2019.06.004?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Wenli Li & Fang Yang, 2010. "American dream or American obsession? The economic benefits and costs of homeownership," Business Review, Federal Reserve Bank of Philadelphia, issue Q3, pages 20-30.
    2. Fatih Guvenen & Fatih Karahan & Serdar Ozkan & Jae Song, 2015. "What Do Data on Millions of U.S. Workers Reveal about Life-Cycle Earnings Risk?," NBER Working Papers 20913, National Bureau of Economic Research, Inc.
    3. Christopher D. Carroll, 1997. "Buffer-Stock Saving and the Life Cycle/Permanent Income Hypothesis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 1-55.
    4. Lee M. Lockwood, 2018. "Incidental Bequests and the Choice to Self-Insure Late-Life Risks," American Economic Review, American Economic Association, vol. 108(9), pages 2513-2550, September.
    5. David Love & Lucie Schmidt, 2015. "Comprehensive Wealth of Immigrants and Natives," Working Papers wp328, University of Michigan, Michigan Retirement Research Center.
    6. Dionissi Aliprantis & Daniel R. Carroll & Eric Young, 2019. "The Dynamics of the Racial Wealth Gap," Working Papers 19-18R, Federal Reserve Bank of Cleveland, revised 29 Nov 2022.
    7. William G. Gale & John Karl Scholz, 1994. "Intergenerational Transfers and the Accumulation of Wealth," Journal of Economic Perspectives, American Economic Association, vol. 8(4), pages 145-160, Fall.
    8. Hubbard, R Glenn & Skinner, Jonathan & Zeldes, Stephen P, 1995. "Precautionary Saving and Social Insurance," Journal of Political Economy, University of Chicago Press, vol. 103(2), pages 360-399, April.
    9. S. Rao Aiyagari & Jeremy Greenwood & Nezih Guner, 2000. "On the State of the Union," Journal of Political Economy, University of Chicago Press, vol. 108(2), pages 213-244, April.
    10. Kevin Lang & Jee-Yeon K. Lehmann, 2012. "Racial Discrimination in the Labor Market: Theory and Empirics," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 959-1006, December.
    11. Mariacristina De Nardi & Giulio Fella, 2017. "Saving and Wealth Inequality," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 26, pages 280-300, October.
    12. Kotlikoff, Laurence J & Summers, Lawrence H, 1981. "The Role of Intergenerational Transfers in Aggregate Capital Accumulation," Journal of Political Economy, University of Chicago Press, vol. 89(4), pages 706-732, August.
    13. Jeremy Greenwood & Nezih Guner & John A. Knowles, 2003. "More on Marriage, Fertility, and the Distribution of Income," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(3), pages 827-862, August.
    14. Erik Hurst & James P. Ziliak, 2006. "Do Welfare Asset Limits Affect Household Saving?: Evidence from Welfare Reform," Journal of Human Resources, University of Wisconsin Press, vol. 41(1).
    15. 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.
    16. Hamish Low & Costas Meghir & Luigi Pistaferri, 2010. "Wage Risk and Employment Risk over the Life Cycle," American Economic Review, American Economic Association, vol. 100(4), pages 1432-1467, September.
    17. Kerwin Kofi Charles & Erik Hurst & Nikolai Roussanov, 2009. "Conspicuous Consumption and Race," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 425-467.
    18. Edward N. Wolff, "undated". "Racial Wealth Disparities Is the Gap Closing?," Economics Public Policy Brief Archive ppb_66, Levy Economics Institute.
    19. Joseph G. Altonji & Ulrich Doraszelski, 2005. "The Role of Permanent Income and Demographics in Black/White Differences in Wealth," Journal of Human Resources, University of Wisconsin Press, vol. 40(1).
    20. James P. Ziliak, 2003. "Income Transfers and Assets of the Poor," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 63-76, February.
    21. Jonathan Gruber & Aaron Yelowitz, 1999. "Public Health Insurance and Private Savings," Journal of Political Economy, University of Chicago Press, vol. 107(6), pages 1249-1274, December.
    22. John Karl Scholz & Ananth Seshadri & Surachai Khitatrakun, 2006. "Are Americans Saving "Optimally" for Retirement?," Journal of Political Economy, University of Chicago Press, vol. 114(4), pages 607-643, August.
    23. Attanasio, Orazio P, et al, 1999. "Humps and Bumps in Lifetime Consumption," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(1), pages 22-35, January.
    24. Michael D. Hurd & James P. Smith, 2001. "Anticipated and Actual Bequests," NBER Chapters, in: Themes in the Economics of Aging, pages 357-392, National Bureau of Economic Research, Inc.
    25. Maury Gittleman & Edward N. Wolff, 2004. "Racial Differences in Patterns of Wealth Accumulation," Journal of Human Resources, University of Wisconsin Press, vol. 39(1).
    26. Mariacristina De Nardi, 2004. "Wealth Inequality and Intergenerational Links," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(3), pages 743-768.
    27. 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.
    28. Guner, Nezih & Caucutt, Elizabeth & Rauh, Christopher, 2018. "Is Marriage for White People? Incarceration, Unemployment, and the Racial Marriage Divide," CEPR Discussion Papers 13275, C.E.P.R. Discussion Papers.
    29. Francine D. Blau & John W. Graham, 1990. "Black-White Differences in Wealth and Asset Composition," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(2), pages 321-339.
    30. Cagetti, Marco & De Nardi, Mariacristina, 2008. "Wealth Inequality: Data And Models," Macroeconomic Dynamics, Cambridge University Press, vol. 12(S2), pages 285-313, September.
    31. Edward N. Wolff, 1998. "Recent Trends in the Size Distribution of Household Wealth," Journal of Economic Perspectives, American Economic Association, vol. 12(3), pages 131-150, Summer.
    32. Betsey Stevenson & Justin Wolfers, 2007. "Marriage and Divorce: Changes and their Driving Forces," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 27-52, Spring.
    33. Annamaria Lusardi & Olivia S Mitchelli, 2007. "Financial Literacy and Retirement Preparedness: Evidence and Implications for Financial Education," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 42(1), pages 35-44, January.
    34. Bewley, Truman, 1977. "The permanent income hypothesis: A theoretical formulation," Journal of Economic Theory, Elsevier, vol. 16(2), pages 252-292, December.
    35. Frank P. Stafford & Ngina S. Chiteji, 1999. "Portfolio Choices of Parents and Their Children as Young Adults: Asset Accumulation by African-American Families," American Economic Review, American Economic Association, vol. 89(2), pages 377-380, May.
    36. Satyajit Chatterjee & Burcu Eyigungor, 2015. "A Quantitative Analysis of the US Housing and Mortgage Markets and the Foreclosure Crisis," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(2), pages 165-184, April.
    37. Neumuller, Seth, 2015. "Inter-industry wage differentials revisited: Wage volatility and the option value of mobility," Journal of Monetary Economics, Elsevier, vol. 76(C), pages 38-54.
    38. Stephen P. Zeldes, 1989. "Optimal Consumption with Stochastic Income: Deviations from Certainty Equivalence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(2), pages 275-298.
    39. Campbell, John Y. & Viceira, Luis M., 2002. "Strategic Asset Allocation: Portfolio Choice for Long-Term Investors," OUP Catalogue, Oxford University Press, number 9780198296942.
    40. Annamaria Lusardi & Olivia Mitchell, 2006. "Financial Literacy and Retirement Preparedness: Evidence and Implications for Financial Education Programs," Working Papers wp144, University of Michigan, Michigan Retirement Research Center.
    41. Fatih Guvenen & Fatih Karahan & Serdar Ozkan & Jae Song, 2021. "What Do Data on Millions of U.S. Workers Reveal About Lifecycle Earnings Dynamics?," Econometrica, Econometric Society, vol. 89(5), pages 2303-2339, September.
    42. Neumark, David & Powers, Elizabeth, 1998. "The effect of means-tested income support for the elderly on pre-retirement saving: evidence from the SSI program in the U.S," Journal of Public Economics, Elsevier, vol. 68(2), pages 181-206, May.
    43. Per Krusell & Anthony A. Smith & Jr., 1998. "Income and Wealth Heterogeneity in the Macroeconomy," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 867-896, October.
    44. Luis Cubeddu & José-Víctor Ríos-Rull, 2003. "Families As Shocks," Journal of the European Economic Association, MIT Press, vol. 1(2-3), pages 671-682, 04/05.
    45. Barsky R. & Bound J. & Charles K.K. & Lupton J.P., 2002. "Accounting for the Black-White Wealth Gap: A Nonparametric Approach," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 663-673, September.
    46. Derek Neal & Armin Rick, 2014. "The Prison Boom and the Lack of Black Progress after Smith and Welch," NBER Working Papers 20283, National Bureau of Economic Research, Inc.
    47. Annamaria Lusardi & Pierre-Carl Michaud & Olivia S. Mitchell, 2017. "Optimal Financial Knowledge and Wealth Inequality," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 431-477.
    48. Christopher D. Carroll, 1992. "The Buffer-Stock Theory of Saving: Some Macroeconomic Evidence," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 23(2), pages 61-156.
    49. James P. Smith, 1995. "Racial and Ethnic Differences in Wealth in the Health and Retirement Study," Journal of Human Resources, University of Wisconsin Press, vol. 30, pages 158-183.
    50. David A. Love, 2013. "Optimal Rules of Thumb for Consumption and Portfolio Choice," Economic Journal, Royal Economic Society, vol. 123, pages 932-961, September.
    51. Black, Harold & Schweitzer, Robert L & Mandell, Lewis, 1978. "Discrimination in Mortgage Lending," American Economic Review, American Economic Association, vol. 68(2), pages 186-191, May.
    52. Patrick Bayer & Kerwin Kofi Charles, 2018. "Divergent Paths: A New Perspective on Earnings Differences Between Black and White Men Since 1940," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1459-1501.
    53. Molly Dahl & Thomas DeLeire & Jonathan A. Schwabish, 2011. "Estimates of Year-to-Year Volatility in Earnings and in Household Incomes from Administrative, Survey, and Matched Data," Journal of Human Resources, University of Wisconsin Press, vol. 46(4), pages 750-774.
    54. Huggett, Mark, 1996. "Wealth distribution in life-cycle economies," Journal of Monetary Economics, Elsevier, vol. 38(3), pages 469-494, December.
    55. De Nardi, Mariacristina & Yang, Fang, 2014. "Bequests and heterogeneity in retirement wealth," European Economic Review, Elsevier, vol. 72(C), pages 182-196.
    56. Wendy Edelberg, 2007. "Racial dispersion in consumer credit interest rates," Finance and Economics Discussion Series 2007-28, Board of Governors of the Federal Reserve System (U.S.).
    57. Vincenzo Quadrini, 1999. "The Importance Of Entrepreneurship For Wealth Concentration And Mobility," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 45(1), pages 1-19, March.
    58. Menchik, Paul L & Jianakoplos, Nancy Ammon, 1997. "Black-White Wealth Inequality: Is Inheritance the Reason?," Economic Inquiry, Western Economic Association International, vol. 35(2), pages 428-442, April.
    59. Ana Castaneda & Javier Diaz-Gimenez & Jose-Victor Rios-Rull, 2003. "Accounting for the U.S. Earnings and Wealth Inequality," Journal of Political Economy, University of Chicago Press, vol. 111(4), pages 818-857, August.
    60. Laurie S. Goodman & Christopher Mayer, 2018. "Homeownership and the American Dream," Journal of Economic Perspectives, American Economic Association, vol. 32(1), pages 31-58, Winter.
    61. White, T. Kirk, 2007. "Initial conditions at Emancipation: The long-run effect on black-white wealth and earnings inequality," Journal of Economic Dynamics and Control, Elsevier, vol. 31(10), pages 3370-3395, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Job Boerma & Loukas Karabarbounis, 2023. "Reparations and Persistent Racial Wealth Gaps," NBER Macroeconomics Annual, University of Chicago Press, vol. 37(1), pages 171-221.
    2. Jonathan Spiteri & Philip Brockdorff, 2023. "Household Wealth and Inheritance Transfers: Evidence from the Euro Area," Journal of Family and Economic Issues, Springer, vol. 44(3), pages 619-633, September.
    3. , 2021. "Racial Wealth Disparities: Reconsidering the Roles of Human Capital and Inheritance," Working Papers 22-3, Federal Reserve Bank of Boston.
    4. John Sabelhaus, 2023. "How Does Social Security Affect the Racial Wealth Gap?," Working Papers wp459, University of Michigan, Michigan Retirement Research Center.
    5. Christopher Rauh & Aranu Valladares-Esteban, 2023. "On the black-white gaps in labor supply and earnings over the lifecycle in the US," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 424-449, December.
    6. Erin Cottle Hunt, 2023. "Welfare effects of automatic‐IRAs," Contemporary Economic Policy, Western Economic Association International, vol. 41(2), pages 300-318, April.
    7. Dionissi Aliprantis & Daniel R. Carroll, 2019. "What Is Behind the Persistence of the Racial Wealth Gap?," Economic Commentary, Federal Reserve Bank of Cleveland, issue February.
    8. Dionissi Aliprantis & Daniel R. Carroll & Eric Young, 2019. "The Dynamics of the Racial Wealth Gap," Working Papers 19-18R, Federal Reserve Bank of Cleveland, revised 29 Nov 2022.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mariacristina De Nardi & Giulio Fella, 2017. "Saving and Wealth Inequality," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 26, pages 280-300, October.
    2. Cagetti, Marco & De Nardi, Mariacristina, 2008. "Wealth Inequality: Data And Models," Macroeconomic Dynamics, Cambridge University Press, vol. 12(S2), pages 285-313, September.
    3. Mariacristina De Nardi, 2015. "Quantitative Models of Wealth Inequality: A Survey," NBER Working Papers 21106, National Bureau of Economic Research, Inc.
    4. Fang Yang, 2005. "Accounting for the heterogeneity in retirement wealth," Working Papers 638, Federal Reserve Bank of Minneapolis.
    5. Nawid Siassi, 2019. "Inequality and the Marriage Gap," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 31, pages 160-181, January.
    6. Jonathan Heathcote & Kjetil Storesletten & Giovanni L. Violante, 2009. "Quantitative Macroeconomics with Heterogeneous Households," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 319-354, May.
    7. De Nardi, Mariacristina & Yang, Fang, 2014. "Bequests and heterogeneity in retirement wealth," European Economic Review, Elsevier, vol. 72(C), pages 182-196.
    8. De Nardi, Mariacristina & Yang, Fang, 2016. "Wealth inequality, family background, and estate taxation," Journal of Monetary Economics, Elsevier, vol. 77(C), pages 130-145.
    9. Dionissi Aliprantis & Daniel R. Carroll & Eric Young, 2019. "The Dynamics of the Racial Wealth Gap," Working Papers 19-18R, Federal Reserve Bank of Cleveland, revised 29 Nov 2022.
    10. Ivan Vidangos, 2009. "Household welfare, precautionary saving, and social insurance under multiple sources of risk," Finance and Economics Discussion Series 2009-14, Board of Governors of the Federal Reserve System (U.S.).
    11. Krueger, D. & Mitman, K. & Perri, F., 2016. "Macroeconomics and Household Heterogeneity," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 843-921, Elsevier.
    12. Francisco Gomes & Michael Haliassos & Tarun Ramadorai, 2021. "Household Finance," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 919-1000, September.
    13. Jess Benhabib & Shenghao Zhu, 2008. "Age, Luck, and Inheritance," NBER Working Papers 14128, National Bureau of Economic Research, Inc.
    14. Francis, Johanna L., 2009. "Wealth and the capitalist spirit," Journal of Macroeconomics, Elsevier, vol. 31(3), pages 394-408, September.
    15. Joseph G. Altonji & Ulrich Doraszelski, 2005. "The Role of Permanent Income and Demographics in Black/White Differences in Wealth," Journal of Human Resources, University of Wisconsin Press, vol. 40(1).
    16. Jess Benhabib & Alberto Bisin & Shenghao Zhu, 2011. "The Distribution of Wealth and Fiscal Policy in Economies With Finitely Lived Agents," Econometrica, Econometric Society, vol. 79(1), pages 123-157, January.
    17. Heejeong Kim, 2022. "Education, Wage Dynamics, and Wealth Inequality," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 43, pages 217-240, January.
    18. Fang Yang, 2012. "Lifetime Earning and Heterogeneity in Retirement Wealth: the Role of Bequests, Minimum Consumption, and Social Security," Discussion Papers 12-03, University at Albany, SUNY, Department of Economics.
    19. Pavel Brendler & Moritz Kuhn & Ulrike I. Steins, 2024. "To Have or Not to Have: Understanding Wealth Inequality," Opportunity and Inclusive Growth Institute Working Papers 098, Federal Reserve Bank of Minneapolis.
    20. 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.

    More about this item

    Keywords

    Racial wealth gap; Wealth inequality; Income differences; Bequests;
    All these keywords.

    JEL classification:

    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • D15 - Microeconomics - - Household Behavior - - - Intertemporal Household Choice; Life Cycle Models and Saving
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:red:issued:18-559. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Christian Zimmermann (email available below). General contact details of provider: https://edirc.repec.org/data/sedddea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.