IDEAS home Printed from https://ideas.repec.org/a/spr/joecin/v19y2021i4d10.1007_s10888-021-09482-x.html
   My bibliography  Save this article

The capital share and income inequality: Increasing gaps between micro and macro-data

Author

Listed:
  • Ignacio Flores

    (INSEAD
    Paris School of Economics)

Abstract

In this paper, I study how the contrasting coverage of labour and capital incomes affects inequality estimates. I use national accounts as a benchmark to evaluate the scope of household surveys, for a number of countries, and tax data for the United States. Due to both measurement error and conceptual differences, capital income is always more underestimated. In most countries, the gap grows during the last two decades. Based on accounting identities, I show that inequality estimates are likely affected in level, trend and composition. Surveys thus largely exaggerate the impact of changes in the labour income distribution, while they undermine the capital share and its dynamics. As a reference, in a panel of nineteen countries, households collect half of total capital income, as opposed to corporations; but surveys only capture close to twenty percent of that half, versus seventy percent of total labour income. For any quantile group –e.g. the top 10% or bottom 50% share– a unit increase of its labour income share translates into an increase of nine tenths of a unit in the overall share, for capital income, the effect is only one tenth of a unit. Gaps are narrower but still present in tax data.

Suggested Citation

  • Ignacio Flores, 2021. "The capital share and income inequality: Increasing gaps between micro and macro-data," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(4), pages 685-706, December.
  • Handle: RePEc:spr:joecin:v:19:y:2021:i:4:d:10.1007_s10888-021-09482-x
    DOI: 10.1007/s10888-021-09482-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10888-021-09482-x
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10888-021-09482-x?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Taleb, Nassim Nicholas & Douady, Raphael, 2015. "On the super-additivity and estimation biases of quantile contributions," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 429(C), pages 252-260.
    2. Eugene F. Fama & Kenneth R. French, 2001. "Disappearing Dividends: Changing Firm Characteristics Or Lower Propensity To Pay?," Journal of Applied Corporate Finance, Morgan Stanley, vol. 14(1), pages 67-79, March.
    3. Anthony B. Atkinson & Thomas Piketty & Emmanuel Saez, 2011. "Top Incomes in the Long Run of History," Journal of Economic Literature, American Economic Association, vol. 49(1), pages 3-71, March.
    4. John M. Abowd & Martha H. Stinson, 2013. "Estimating Measurement Error in Annual Job Earnings: A Comparison of Survey and Administrative Data," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1451-1467, December.
    5. Skinner, Douglas J., 2008. "The evolving relation between earnings, dividends, and stock repurchases," Journal of Financial Economics, Elsevier, vol. 87(3), pages 582-609, March.
    6. Garbinti, Bertrand & Goupille-Lebret, Jonathan & Piketty, Thomas, 2018. "Income inequality in France, 1900–2014: Evidence from Distributional National Accounts (DINA)," Journal of Public Economics, Elsevier, vol. 162(C), pages 63-77.
    7. Maura Francese & Mr. Carlos Mulas-Granados, 2015. "Functional Income Distribution and Its Role in Explaining Inequality," IMF Working Papers 2015/244, International Monetary Fund.
    8. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    9. repec:hal:wpspec:info:hdl:2441/5l6uh8ogmqildh09h4687h53k is not listed on IDEAS
    10. Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2018. "Distributional National Accounts: Methods and Estimates for the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(2), pages 553-609.
    11. A. B. Atkinson, 2009. "Factor shares: the principal problem of political economy?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 25(1), pages 3-16, Spring.
    12. Bound, John & Krueger, Alan B, 1991. "The Extent of Measurement Error in Longitudinal Earnings Data: Do Two Wrongs Make a Right?," Journal of Labor Economics, University of Chicago Press, vol. 9(1), pages 1-24, January.
    13. Bagwell, Laurie Simon & Shoven, John B, 1989. "Cash Distributions to Shareholders," Journal of Economic Perspectives, American Economic Association, vol. 3(3), pages 129-140, Summer.
    14. Thomas Piketty & Gabriel Zucman, 2014. "Capital is Back: Wealth-Income Ratios in Rich Countries 1700–2010," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1255-1310.
    15. Bengtsson, Erik & Waldenström, Daniel, 2018. "Capital Shares and Income Inequality: Evidence from the Long Run," The Journal of Economic History, Cambridge University Press, vol. 78(3), pages 712-743, September.
    16. Floyd, Eric & Li, Nan & Skinner, Douglas J., 2015. "Payout policy through the financial crisis: The growth of repurchases and the resilience of dividends," Journal of Financial Economics, Elsevier, vol. 118(2), pages 299-316.
    17. Chen, Peter & Karabarbounis, Loukas & Neiman, Brent, 2017. "The global rise of corporate saving," Journal of Monetary Economics, Elsevier, vol. 89(C), pages 1-19.
    18. Anthony Atkinson & Thomas Piketty, 2010. "Top Incomes : A Global Perspective," PSE-Ecole d'économie de Paris (Postprint) halshs-00754875, HAL.
    19. Thomas Blanchet & Ignacio Flores & Marc Morgan, 2022. "The weight of the rich: improving surveys using tax data," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(1), pages 119-150, March.
    20. Joseph Stiglitz & Amartya K. Sen & Jean-Paul Fitoussi, 2009. "The measurement of economic performance and social progress revisited: Reflections and Overview," Working Papers hal-01069384, HAL.
    21. Nassim Nicholas Taleb & Raphaël Douady, 2015. "On the Super-Additivity and Estimation Biases of Quantile Contributions," Post-Print hal-01477963, HAL.
    22. Joseph E. Stiglitz & Amartya Sen & Jean-Paul Fitoussi, 2009. "The measurement of economic performance and social progress revisited," Documents de Travail de l'OFCE 2009-33, Observatoire Francais des Conjonctures Economiques (OFCE).
    23. repec:hal:pseose:halshs-01109372 is not listed on IDEAS
    24. Bollinger, Christopher R, 1998. "Measurement Error in the Current Population Survey: A Nonparametric Look," Journal of Labor Economics, University of Chicago Press, vol. 16(3), pages 576-594, July.
    25. Atkinson, A. B. & Piketty, Thomas (ed.), 2010. "Top Incomes: A Global Perspective," OUP Catalogue, Oxford University Press, number 9780199286898.
    26. Facundo Alvaredo & Thomas Piketty & Emmanuel Saez & Lucas Chancel & Gabriel Zucman, 2018. "World Inequality Report 2018," PSE-Ecole d'économie de Paris (Postprint) halshs-01885458, HAL.
    27. A.B. Atkinson & F. Bourguignon (ed.), 2000. "Handbook of Income Distribution," Handbook of Income Distribution, Elsevier, edition 1, volume 1, number 1.
    28. Taleb, Nassim Nicholas & Douady, Raphael, 2015. "On the super-additivity and estimation biases of quantile contributions," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 429(C), pages 252-260.
    29. Alfonso Arpaia & Esther Pérez & Karl Pichelmann, 2009. "Understanding Labour Income Share Dynamics in Europe," European Economy - Economic Papers 2008 - 2015 379, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    30. Facundo Alvaredo & Lucas Chancel & Thomas Piketty & Gabriel Zucman, 2018. "Distributional National Accounts," Post-Print halshs-03342488, HAL.
    31. repec:hal:spmain:info:hdl:2441/5l6uh8ogmqildh09h4687h53k is not listed on IDEAS
    32. von Eije, Henk & Megginson, William L., 2008. "Dividends and share repurchases in the European Union," Journal of Financial Economics, Elsevier, vol. 89(2), pages 347-374, August.
    33. Nora Lustig, 2019. "The “Missing Rich” in Household Surveys: Causes and Correction Approaches," Commitment to Equity (CEQ) Working Paper Series 75, Tulane University, Department of Economics.
    34. Zucman, Gabriel & Fagan, Teresa Lavender & Piketty, Thomas, 2015. "The Hidden Wealth of Nations," University of Chicago Press Economics Books, University of Chicago Press, number 9780226245423, Febrero.
    35. Jorrit Zwijnenburg & Sophie Bournot & Federico Giovannelli, 2017. "Expert Group on Disparities in a National Accounts Framework: Results from the 2015 Exercise," OECD Statistics Working Papers 2016/10, OECD Publishing.
    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. Nishant Yonzan & Branko Milanovic & Salvatore Morelli & Janet Gornick, 2022. "Drawing a Line: Comparing the Estimation of Top Incomes between Tax Data and Household Survey Data," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(1), pages 67-95, March.
    2. Alvaredo, Facundo & De Rosa, Mauricio & Flores Beale, Ignacio & Morgan, Marc, 2022. "The Inequality (or the Growth) we Measure: Data Gaps and the Distribution of Incomes," CEPR Discussion Papers 17135, C.E.P.R. Discussion Papers.
    3. Luis Bauluz & Filip Novokmet & Moritz Schularick, 2022. "The Anatomy of the Global Saving Glut," Working Papers halshs-03693216, HAL.
    4. Mattauch, Linus & Klenert, David & Stiglitz, Joseph E. & Edenhofer, Ottmar, 2022. "Overcoming wealth inequality by capital taxes that finance public investment," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 383-395.
    5. De Rosa, Mauricio & Flores, Ignacio & Morgan, Marc, 2022. "More Unequal or Not as Rich? Revisiting the Latin American Exception," SocArXiv akq89, Center for Open Science.
    6. Pablo Gutiérrez Cubillos, 2022. "Gini and undercoverage at the upper tail: a simple approximation," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 29(2), pages 443-471, April.

    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. Pawel Bukowski & Filip Novokmet, 2019. "Between Communism and Capitalism: Long-Term Inequality in Poland, 1892- 2015," World Inequality Lab Working Papers hal-02876995, HAL.
    2. Bukowski, Pawel & Novokmet, Filip, 2019. "Between communism and capitalism: long-term inequality in Poland, 1892-2015," LSE Research Online Documents on Economics 102834, London School of Economics and Political Science, LSE Library.
    3. Pablo Gutiérrez Cubillos, 2022. "Gini and undercoverage at the upper tail: a simple approximation," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 29(2), pages 443-471, April.
    4. Pawel Bukowski & Filip Novokmet, 2019. "Between Communism and Capitalism: Long-Term Inequality in Poland, 1892- 2015," Working Papers hal-02876995, HAL.
    5. Bukowski, Pawel & Novokmet, Filip, 2019. "Between communism and capitalism: long-term inequality in Poland, 1892-2015," LSE Research Online Documents on Economics 102814, London School of Economics and Political Science, LSE Library.
    6. Pawel Bukowski & Filip Novokmet, 2019. "Between communism and capitalism: long-term inequality in Poland, 1892-2015," CEP Discussion Papers dp1628, Centre for Economic Performance, LSE.
    7. Nora Lustig, 2019. "The “Missing Rich” in Household Surveys: Causes and Correction Approaches," Commitment to Equity (CEQ) Working Paper Series 75, Tulane University, Department of Economics.
    8. Paweł Bukowski & Filip Novokmet, 2021. "Between communism and capitalism: long-term inequality in Poland, 1892–2015," Journal of Economic Growth, Springer, vol. 26(2), pages 187-239, June.
    9. Demetrio Guzzardi & Elisa Palagi & Andrea Roventini & Alessandro Santoro, 2022. "Reconstructing Income Inequality in Italy: New Evidence and Tax Policy Implications from Distributional National Accounts," SciencePo Working papers Main halshs-03693201, HAL.
    10. Nora Lustig, 2020. "The ``missing rich'' in household surveys: causes and correction approaches," Working Papers 520, ECINEQ, Society for the Study of Economic Inequality.
    11. Bukowski, Pawel & Novokmet, Filip, 2021. "Between communism and capitalism: long-term inequality in Poland, 1892–2015," LSE Research Online Documents on Economics 110221, London School of Economics and Political Science, LSE Library.
    12. Bartels, Charlotte & Waldenström, Daniel, 2021. "Inequality and top incomes," GLO Discussion Paper Series 959, Global Labor Organization (GLO).
    13. Piketty, Thomas & Bozio, Antoine & Garbinti, Bertrand & Goupille-Lebret, Jonathan & Guillot, Malka, 2020. "Predistribution vs. Redistribution: Evidence from France and the U.S," CEPR Discussion Papers 15415, C.E.P.R. Discussion Papers.
    14. Bartels, Charlotte, 2019. "Top Incomes in Germany, 1871–2014," The Journal of Economic History, Cambridge University Press, vol. 79(3), pages 669-707, September.
    15. Filip Novokmet & Thomas Piketty & Gabriel Zucman, 2018. "From Soviets to oligarchs: inequality and property in Russia 1905-2016," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(2), pages 189-223, June.
    16. Diego Winkelried & Bruno Escobar, 2022. "Declining inequality in Latin America? Robustness checks for Peru," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(1), pages 223-243, March.
    17. Garbinti, Bertrand & Goupille-Lebret, Jonathan & Piketty, Thomas, 2018. "Income inequality in France, 1900–2014: Evidence from Distributional National Accounts (DINA)," Journal of Public Economics, Elsevier, vol. 162(C), pages 63-77.
    18. Thomas Blanchet & Lucas Chancel & Amory Gethin, 2019. "How Unequal is Europe? Evidence from Distributional National Accounts, 1980-2017," World Inequality Lab Working Papers hal-02877000, HAL.
    19. Roberto Iacono & Elisa Palagi, 2020. "Still the lands of equality? On the heterogeneity of individual factor income shares in the Nordics," LEM Papers Series 2020/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    20. Bertrand Garbinti & Jonathan Goupille-Lebret & Thomas Piketty, 2017. "Income Inequality in France, 1900-2014: Evidence from Distributional National Accounts," Working Papers 201704, World Inequality Lab.

    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:spr:joecin:v:19:y:2021:i:4:d:10.1007_s10888-021-09482-x. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.