IDEAS home Printed from https://ideas.repec.org/p/diw/diwsop/diw_sp1193.html
   My bibliography  Save this paper

Inequality of Opportunity in Wealth: Levels, Trends, and Drivers

Author

Listed:
  • Daniel Graeber
  • Viola Hilbert
  • Johannes König

Abstract

While inequality of opportunity (IOp) in earnings is well studied, the literature on IOp in individual net wealth is scarce to non-existent. This is problematic because both theoretical and empirical evidence show that the position in the wealth and income distribution can significantly diverge. We measure ex-ante IOp in net wealth for Germany using data from the Socio-Economic Panel (SOEP). Ex-ante IOp is defined as the contribution of circumstances to the inequality in net wealth before effort is exerted. The SOEP allows for a direct mapping from individual circumstances to individual net wealth and for a detailed decomposition of net wealth inequality into a variety of circumstances; among them childhood background, intergenerational transfers, and regional characteristics. The ratio of inequality of opportunity to total inequality is stable from 2002 to 2019. This is in sharp contrast to labor earnings, where ex-ante IOp is declining over time. Our estimates suggest that about 62% of the inequality in net wealth is due to circumstances. The most important circumstances are intergenerational transfers, parental occupation, and the region of birth. In contrast, gender and individuals’ own education are the most important circumstances for earnings.

Suggested Citation

  • Daniel Graeber & Viola Hilbert & Johannes König, 2023. "Inequality of Opportunity in Wealth: Levels, Trends, and Drivers," SOEPpapers on Multidisciplinary Panel Data Research 1193, DIW Berlin, The German Socio-Economic Panel (SOEP).
  • Handle: RePEc:diw:diwsop:diw_sp1193
    as

    Download full text from publisher

    File URL: https://www.diw.de/documents/publikationen/73/diw_01.c.881916.de/diw_sp1193.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Adrian Adermon & Mikael Lindahl & Daniel Waldenström, 2018. "Intergenerational Wealth Mobility and the Role of Inheritance: Evidence from Multiple Generations," Economic Journal, Royal Economic Society, vol. 128(612), pages 482-513, July.
    2. Brunori, Paolo & Ferreira, Francisco H. G. & Neidhöfer, Guido, 2023. "Inequality of opportunity and intergenerational persistence in Latin America," LSE Research Online Documents on Economics 120555, London School of Economics and Political Science, LSE Library.
    3. Sandra E Black & Paul J Devereux & Petter Lundborg & Kaveh Majlesi, 2020. "Poor Little Rich Kids? The Role of Nature versus Nurture in Wealth and Other Economic Outcomes and Behaviours," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(4), pages 1683-1725.
    4. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility II: County-Level Estimates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1163-1228.
    5. Kindermann, Fabian & Mayr, Lukas & Sachs, Dominik, 2020. "Inheritance taxation and wealth effects on the labor supply of heirs," Journal of Public Economics, Elsevier, vol. 191(C).
    6. Paolo Brunori & Guido Neidhöfer, 2021. "The Evolution of Inequality of Opportunity in Germany: A Machine Learning Approach," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(4), pages 900-927, December.
    7. Francisco H. G. Ferreira & Jérémie Gignoux, 2011. "The Measurement Of Inequality Of Opportunity: Theory And An Application To Latin America," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(4), pages 622-657, December.
    8. Stefan Bach & Andreas Thiemann & Aline Zucco, 2019. "Looking for the missing rich: tracing the top tail of the wealth distribution," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 26(6), pages 1234-1258, December.
    9. Sandra E Black & Paul J Devereux & Petter Lundborg & Kaveh Majlesi, 2020. "Poor Little Rich Kids? The Role of Nature versus Nurture in Wealth and Other Economic Outcomes and Behaviours," Review of Economic Studies, Oxford University Press, vol. 87(4), pages 1683-1725.
    10. Andreas Fagereng & Magne Mogstad & Marte Rønning, 2021. "Why Do Wealthy Parents Have Wealthy Children?," Journal of Political Economy, University of Chicago Press, vol. 129(3), pages 703-756.
    11. Lefranc, Arnaud & Pistolesi, Nicolas & Trannoy, Alain, 2009. "Equality of opportunity and luck: Definitions and testable conditions, with an application to income in France," Journal of Public Economics, Elsevier, vol. 93(11-12), pages 1189-1207, December.
    12. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility I: Childhood Exposure Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1107-1162.
    13. Paul Hufe & Ravi Kanbur & Andreas Peichlifo, 2022. "Measuring Unfair Inequality: Reconciling Equality of Opportunity and Freedom from Poverty [Multidimensional Poverty and Inequality]," Review of Economic Studies, Oxford University Press, vol. 89(6), pages 3345-3380.
    14. Maria Cotofan & Lea Cassar & Robert Dur & Stephan Meier, 2023. "Macroeconomic Conditions When Young Shape Job Preferences for Life," The Review of Economics and Statistics, MIT Press, vol. 105(2), pages 467-473, March.
    15. Jasmin Kantarevic & Stéphane Mechoulan, 2006. "Birth Order, Educational Attainment, and Earnings: An Investigation Using the PSID," Journal of Human Resources, University of Wisconsin Press, vol. 41(4).
    16. Björklund, Anders & Jäntti, Markus & Lindquist, Matthew J., 2009. "Family background and income during the rise of the welfare state: Brother correlations in income for Swedish men born 1932-1968," Journal of Public Economics, Elsevier, vol. 93(5-6), pages 671-680, June.
    17. Schularick, Moritz & Albers, Thilo & Bartels, Charlotte, 2022. "Wealth and its Distribution in Germany, 1895-2018," CEPR Discussion Papers 17269, C.E.P.R. Discussion Papers.
    18. Henrik Kleven & Camille Landais & Jakob Egholt Søgaard, 2019. "Children and Gender Inequality: Evidence from Denmark," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 181-209, October.
    19. Philip Vermeulen, 2018. "How Fat is the Top Tail of the Wealth Distribution?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(2), pages 357-387, June.
    20. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    21. Pedro Salas-Rojo & Juan Gabriel Rodríguez, 2022. "Inheritances and wealth inequality: a machine learning approach," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(1), pages 27-51, March.
    22. Xavier Ramos & Dirk gaer, 2016. "Approaches To Inequality Of Opportunity: Principles, Measures And Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 30(5), pages 855-883, December.
    23. Martin Biewen, 2000. "INCOME INEQUALITY IN GERMANY DURING THE 1980s AND 1990s," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 46(1), pages 1-19, March.
    24. Francisco Ferreira & Jérémie Gignoux & Meltem Aran, 2011. "Measuring inequality of opportunity with imperfect data: the case of Turkey," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(4), pages 651-680, December.
    25. David Cesarini & Erik Lindqvist & Matthew J. Notowidigdo & Robert Östling, 2017. "The Effect of Wealth on Individual and Household Labor Supply: Evidence from Swedish Lotteries," American Economic Review, American Economic Association, vol. 107(12), pages 3917-3946, December.
    26. Mercedes Sastre & Alain Trannoy, 2002. "Shapley inequality decomposition by factor components: Some methodological issues," Journal of Economics, Springer, vol. 9(1), pages 51-89, December.
    27. Arash Nekoei & David Seim, 2023. "How Do Inheritances Shape Wealth Inequality? Theory and Evidence from Sweden," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(1), pages 463-498.
    28. Guido W. Imbens & Donald B. Rubin & Bruce I. Sacerdote, 2001. "Estimating the Effect of Unearned Income on Labor Earnings, Savings, and Consumption: Evidence from a Survey of Lottery Players," American Economic Review, American Economic Association, vol. 91(4), pages 778-794, September.
    29. Jenny Nykvist, 2008. "Entrepreneurship and Liquidity Constraints: Evidence from Sweden," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(1), pages 23-43, March.
    30. Anthony Shorrocks, 2013. "Decomposition procedures for distributional analysis: a unified framework based on the Shapley value," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(1), pages 99-126, March.
    31. Emanuela Raffinetti & Elena Siletti & Achille Vernizzi, 2015. "On the Gini coefficient normalization when attributes with negative values are considered," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 24(3), pages 507-521, September.
    32. Cristina Elisa Orso & Matija Kovacic, 2022. "Trends in Inequality of Opportunity in health over the life cycle: the role of early-life conditions," Working Papers 598, ECINEQ, Society for the Study of Economic Inequality.
    33. Frick, Joachim R. & Jenkings, Stephen P. & Lillard, Dean R. & Lipps, Oliver & Wooden, Mark, 2007. "The Cross-National Equivalent File (CNEF) and Its Member Country Household Panel Studies," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 127(4), pages 627-654.
    34. Nicole Kapelle & Theresa Nutz & Daria Tisch & Manuel Schechtl & Philipp M. Lersch & Emanuela Struffolino, 2022. "My Wealth, (Y)Our Life Satisfaction? Sole and Joint Wealth Ownership and Life Satisfaction in Marriage," European Journal of Population, Springer;European Association for Population Studies, vol. 38(4), pages 811-834, October.
    35. Spencer Bastani & Daniel Waldenström, 2020. "How Should Capital Be Taxed?," Journal of Economic Surveys, Wiley Blackwell, vol. 34(4), pages 812-846, September.
    36. Bernard F. Lentz & David N. Laband, 1989. "Why So Many Children of Doctors Become Doctors: Nepotism vs. Human Capital Transfers," Journal of Human Resources, University of Wisconsin Press, vol. 24(3), pages 396-413.
    37. Petter Lundborg & Paul Nystedt & Dan-Olof Rooth, 2014. "Height and Earnings: The Role of Cognitive and Noncognitive Skills," Journal of Human Resources, University of Wisconsin Press, vol. 49(1), pages 141-166.
    Full references (including those not matched with items on IDEAS)

    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. Graeber, Daniel & Hilbert, Viola & König, Johannes, 2023. "Inequality of Opportunity in Wealth: Levels, Trends, and Drivers," IZA Discussion Papers 16488, Institute of Labor Economics (IZA).
    2. Daniel Graeber & Viola Hilbert & Johannes König, 2023. "Inequality of Opportunity in Wealth: Levels, Trends, and Drivers," CEPA Discussion Papers 69, Center for Economic Policy Analysis.
    3. Pedro Salas-Rojo & Juan Gabriel Rodríguez, 2022. "Inheritances and wealth inequality: a machine learning approach," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(1), pages 27-51, March.
    4. Pedro Salas-Rojo & Juan Gabriel Rodríguez, 2021. "The distribution of wealth in Spain and the USA: the role of socioeconomic factors," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 12(3), pages 389-421, September.
    5. Jan Stuhler, 2018. "A Review of Intergenerational Mobility and its Drivers," JRC Research Reports JRC112247, Joint Research Centre.
    6. George Bulman & Robert Fairlie & Sarena Goodman & Adam Isen, 2021. "Parental Resources and College Attendance: Evidence from Lottery Wins," American Economic Review, American Economic Association, vol. 111(4), pages 1201-1240, April.
    7. Peter Hull & Michal Kolesár & Christopher Walters, 2022. "Labor by design: contributions of David Card, Joshua Angrist, and Guido Imbens," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(3), pages 603-645, July.
    8. Leopoldo Cabrera & Gustavo A. Marrero & Juan Gabriel Rodríguez & Pedro Salas-Rojo, 2021. "Inequality of Opportunity in Spain: New Insights from New Data," Hacienda Pública Española / Review of Public Economics, IEF, vol. 237(2), pages 153-185, June.
    9. Karin Hederos & Markus Jäntti & Lena Lindahl, 2017. "Gender and inequality of opportunity in Sweden," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 49(3), pages 605-635, December.
    10. Markussen, Simen & Røed, Knut, 2017. "Egalitarianism under Pressure: Toward Lower Economic Mobility in the Knowledge Economy?," IZA Discussion Papers 10664, Institute of Labor Economics (IZA).
    11. John E. Roemer & Alain Trannoy, 2016. "Equality of Opportunity: Theory and Measurement," Journal of Economic Literature, American Economic Association, vol. 54(4), pages 1288-1332, December.
    12. 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.
    13. Adrian Adermon & Mikael Lindahl & Daniel Waldenström, 2018. "Intergenerational Wealth Mobility and the Role of Inheritance: Evidence from Multiple Generations," Economic Journal, Royal Economic Society, vol. 128(612), pages 482-513, July.
    14. Simon Halphen Boserup & Wojciech Kopczuk & Claus Thustrup Kreiner, 2018. "Born with a Silver Spoon? Danish Evidence on Wealth Inequality in Childhood," Economic Journal, Royal Economic Society, vol. 128(612), pages 514-544, July.
    15. Alex Bell & Raj Chetty & Xavier Jaravel & Neviana Petkova & John Van Reenen, 2019. "Who Becomes an Inventor in America? The Importance of Exposure to Innovation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 647-713.
    16. Ana Suárez Álvarez & Ana Jesús López Menéndez, 2018. "Assessing Changes Over Time in Inequality of Opportunity: The Case of Spain," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 139(3), pages 989-1014, October.
    17. Bertrand Garbinti & Frédérique Savignac, 2020. "Accounting for Intergenerational Wealth Mobility in France over the 20th Century: Method and Estimations," Working papers 776, Banque de France.
    18. Davillas, Apostolos & Jones, Andrew M, 2020. "Ex ante inequality of opportunity in health, decomposition and distributional analysis of biomarkers," Journal of Health Economics, Elsevier, vol. 69(C).
    19. von Werder, Marten, 2018. "Intergenerational transfers: How do they shape the German wealth distribution?," Discussion Papers 2018/15, Free University Berlin, School of Business & Economics.
    20. Jonathan Colmer & John Voorheis, 2020. "The Grandkids Aren't Alright: The Intergenerational Effects of Prenatal Pollution Exposure," Working Papers 20-36, Center for Economic Studies, U.S. Census Bureau.

    More about this item

    Keywords

    Inequality; Wealth; Inequality of Opportunity; Decomposition;
    All these keywords.

    JEL classification:

    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:diw:diwsop:diw_sp1193. 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: Bibliothek (email available below). General contact details of provider: https://edirc.repec.org/data/sodiwde.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.