IDEAS home Printed from https://ideas.repec.org/p/iei/wpaper/1201.html
   My bibliography  Save this paper

Human Capital and Income Inequality: Some Facts and Some Puzzles

Author

Listed:
  • Amparo Castelló-Climent

    (University of Valencia)

  • Rafael Doménech

    (University of Valencia, BBVA Research)

Abstract

Using a broad number of indicators from an updated data set on human capital inequality for 146 countries from 1950 to 2010, this paper documents several facts regarding the evolution of income and human capital inequality. The main findings reveal that, in spite of a large reduction in human capital inequality around the world driven by a decline in the number of illiterates of several hundreds of millions of people, the inequality in the distribution of income has hardly changed. In many regions, the income Gini coefficient in 1960 was very similar to that in 2005. Therefore, improvements in literacy are not a sufficient condition to reduce income inequality, even though they improve life standards of people at the bottom of the income distribution. Increasing returns to education, external effects on wages of higher literacy rates or the simultaneous concurrence of other exogenous forces (e.g., globalization or skill-biased technological progress) may explain the lack of correlation between the evolution of income and education inequality.

Suggested Citation

  • Amparo Castelló-Climent & Rafael Doménech, 2012. "Human Capital and Income Inequality: Some Facts and Some Puzzles," Working Papers 1201, International Economics Institute, University of Valencia.
  • Handle: RePEc:iei:wpaper:1201
    as

    Download full text from publisher

    File URL: https://iei.uv.es/docs/wp_internos/RePEc/pdf/iei_1201.pdf
    File Function: First version, 2012
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    2. Branko Milanovic, 2002. "True World Income Distribution, 1988 and 1993: First Calculation Based on Household Surveys Alone," Economic Journal, Royal Economic Society, vol. 112(476), pages 51-92, January.
    3. Lawrence F. Katz & Kevin M. Murphy, 1992. "Changes in Relative Wages, 1963–1987: Supply and Demand Factors," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(1), pages 35-78.
    4. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    5. Daron Acemoglu & David Autor, 2012. "What Does Human Capital Do? A Review of Goldin and Katz's The Race between Education and Technology," Journal of Economic Literature, American Economic Association, vol. 50(2), pages 426-463, June.
    6. David Card & Thomas Lemieux, 2001. "Can Falling Supply Explain the Rising Return to College for Younger Men? A Cohort-Based Analysis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 705-746.
    7. 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.
    8. Cecilia García-Peñalosa & Elsa Orgiazzi, 2013. "Factor Components of Inequality: A Cross-Country Study," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59(4), pages 689-727, December.
    9. Deininger, Klaus & Squire, Lyn, 1996. "A New Data Set Measuring Income Inequality," The World Bank Economic Review, World Bank, vol. 10(3), pages 565-591, September.
    10. Deininger, Klaus & Squire, Lyn, 1998. "New ways of looking at old issues: inequality and growth," Journal of Development Economics, Elsevier, vol. 57(2), pages 259-287.
    11. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    12. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    13. Daniel Cohen & Marcelo Soto, 2007. "Growth and human capital: good data, good results," Journal of Economic Growth, Springer, vol. 12(1), pages 51-76, March.
    14. Alberto Alesina & Dani Rodrik, 1994. "Distributive Politics and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 465-490.
    15. François Bourguignon & Christian Morrisson, 2002. "Inequality Among World Citizens: 1820-1992," American Economic Review, American Economic Association, vol. 92(4), pages 727-744, September.
    16. Omer Moav, 2005. "Cheap Children and the Persistence of Poverty," Economic Journal, Royal Economic Society, vol. 115(500), pages 88-110, January.
    17. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    18. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 35-52.
    19. Thomas Piketty, 1997. "The Dynamics of the Wealth Distribution and the Interest Rate with Credit Rationing," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(2), pages 173-189.
    20. Amparo Castello & Rafael Domenech, 2002. "Human Capital Inequality and Economic Growth: Some New Evidence," Economic Journal, Royal Economic Society, vol. 112(478), pages 187-200, March.
    21. David de la Croix & Matthias Doepke, 2003. "Inequality and Growth: Why Differential Fertility Matters," American Economic Review, American Economic Association, vol. 93(4), pages 1091-1113, September.
    22. repec:bla:devpol:v:28:y:2010:i:6:p:733-747 is not listed on IDEAS
    23. repec:cor:louvrp:-1676 is not listed on IDEAS
    24. Banerjee, Abhijit V & Duflo, Esther, 2003. "Inequality and Growth: What Can the Data Say?," Journal of Economic Growth, Springer, vol. 8(3), pages 267-299, September.
    25. Persson, Torsten & Tabellini, Guido, 1994. "Is Inequality Harmful for Growth?," American Economic Review, American Economic Association, vol. 84(3), pages 600-621, June.
    26. Xavier Sala-i-Martin, 2001. "The disturbing 'rise' of global income inequality," Economics Working Papers 616, Department of Economics and Business, Universitat Pompeu Fabra, revised Apr 2002.
    27. Perotti, Roberto, 1996. "Growth, Income Distribution, and Democracy: What the Data Say," Journal of Economic Growth, Springer, vol. 1(2), pages 149-187, June.
    28. Barro, Robert J, 2000. "Inequality and Growth in a Panel of Countries," Journal of Economic Growth, Springer, vol. 5(1), pages 5-32, March.
    29. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    30. Andrea Brandolini & Anthony B. Atkinson, 2001. "Promise and Pitfalls in the Use of "Secondary" Data-Sets: Income Inequality in OECD Countries As a Case Study," Journal of Economic Literature, American Economic Association, vol. 39(3), pages 771-799, September.
    31. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. 'Inequality: Power vs. Human Capital'
      by Mark Thoma in Economist's View on 2012-12-15 17:10:46
    2. Inequality: power vs human capital
      by chris dillow in Stumbling and Mumbling on 2012-12-15 19:17:23
    3. A case for inequality?
      by chris dillow in Stumbling and Mumbling on 2013-05-08 17:20:03
    4. What can economics explain?
      by ? in Stumbling and Mumbling on 2014-05-08 19:35:00

    Citations

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


    Cited by:

    1. Baloch, Amdadullah & Mohd Noor, Zaleha & Habibullah, Muzafar & ,, 2018. "The Effect of the Gender Equality on Income Inequality: A Dynamic Panel Approach," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 52(2), pages 3-17.
    2. Francis Menjo Baye & Boniface Ngah Epo, 2015. "Impact of Human Capital Endowments on Inequality of Outcomes in Cameroon," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 61(1), pages 93-118, March.

    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. Amparo Castelló-Climent, 2010. "Inequality and growth in advanced economies: an empirical investigation," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(3), pages 293-321, September.
    2. Christophe Ehrhart, 2009. "The effects of inequality on growth: a survey of the theoretical and empirical literature," Working Papers 107, ECINEQ, Society for the Study of Economic Inequality.
    3. Amparo Castelló-Climent, 2004. "A Reassessment Of The Relationship Between Inequality And Growth: What Human Capital Inequality Data Say?," Working Papers. Serie EC 2004-15, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    4. Amparo Castelló‐Climent & Rafael Doménech, 2008. "Human Capital Inequality, Life Expectancy And Economic Growth," Economic Journal, Royal Economic Society, vol. 118(528), pages 653-677, April.
    5. Jakub Bartak & Łukasz Jabłoński, 2020. "Inequality and growth: What comes from the different inequality measures?," Bulletin of Economic Research, Wiley Blackwell, vol. 72(2), pages 185-212, April.
    6. Blotevogel, Robert & Imamoglu, Eslem & Moriyama, Kenji & Sarr, Babacar, 2022. "Income inequality measures and economic growth channels," Journal of Macroeconomics, Elsevier, vol. 72(C).
    7. Amparo Castelló-Climent & Rafael Doménech, 2020. "Global | Desigualdad de la renta y de capital humano revisitadas [Global | Human capital and income inequality revisited]," Working Papers 20/17, BBVA Bank, Economic Research Department.
    8. Bourguignon, Francois, 2005. "The Effect of Economic Growth on Social Structures," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 27, pages 1701-1747, Elsevier.
    9. Daniele Checchi, 2001. "Education, Inequality and Income Inequality," STICERD - Distributional Analysis Research Programme Papers 52, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    10. Oded, Galor, 2011. "Inequality, Human Capital Formation, and the Process of Development," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 441-493, Elsevier.
    11. Adalgiso Amendola & Roberto Dell�Anno, 2014. "Income inequality and economic growth: an empirical investigation in Mediterranean countries," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 68(2), pages 35-58, April-Jun.
    12. Ademola Obafemi Young, 2019. "Growth Impacts of Income Inequality: Empirical Evidence From Nigeria," Research in World Economy, Research in World Economy, Sciedu Press, vol. 10(3), pages 226-262, December.
    13. Stimpfle, Alexander & Stadelmann, David, 2015. "The Impact of Fundamental Development Factors on Different Income Groups: International Evidence," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113128, Verein für Socialpolitik / German Economic Association.
    14. Marrero, Gustavo A. & Rodríguez, Juan G., 2013. "Inequality of opportunity and growth," Journal of Development Economics, Elsevier, vol. 104(C), pages 107-122.
    15. Thomas Leoni & Wolfgang Pollan, 2003. "The Impact of Inequality on Economic Growth," WIFO Working Papers 211, WIFO.
    16. Amparo Castelló-Climent, 2010. "Channels through Which Human Capital Inequality Influences Economic Growth," Journal of Human Capital, University of Chicago Press, vol. 4(4), pages 394-450.
    17. Claudia Biancotti, 2004. "A Polarization of Polarization? The Distribution of Inequality 1970-1996," Temi di discussione (Economic working papers) 487, Bank of Italy, Economic Research and International Relations Area.
    18. Blanco, Luisa, 2010. "Life is Unfair in Latin America, But Does it Matter for Growth?," World Development, Elsevier, vol. 38(3), pages 393-404, March.
    19. Isaac Ehrlich & Jinyoung Kim, 2007. "The Evolution of Income and Fertility Inequalities over the Course of Economic Development: A Human Capital Perspective," Journal of Human Capital, University of Chicago Press, vol. 1(1), pages 137-174.
    20. Petra Sauer & Martin Zagler, 2014. "(In)equality in Education and Economic Development," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S2), pages 353-379, November.

    More about this item

    Keywords

    Distribution of education; income inequality; human development; panel data;
    All these keywords.

    JEL classification:

    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O50 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - General

    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:iei:wpaper:1201. 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: Investigación IEI (email available below). General contact details of provider: https://edirc.repec.org/data/ievales.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.