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Education and Income Inequality in the Regions of the European Union

  • Andrés Rodríguez-Pose
  • Vassilis Tselios

This paper provides an empirical study of the determinants of income inequality across regions of the EU. Using the European Community Household Panel dataset for 102 regions over the period 1995-2000, it analyses how microeconomic changes in human capital distribution affect income inequality for the population as a whole and for normally working people. The different static and dynamic panel data analyses conducted reveal that the relationship between income per capita and income inequality, as well as between a good human capital endowment and income inequality is positive. High levels of inequality in educational attainment are also associated with higher income inequality. The above results are robust to changes in the definition of income distribution and may be interpreted as a sign of the responsiveness of the EU labor market to differences in qualifications and skills. Other results indicate that population ageing, female participation in the labor force, urbanization, agriculture, and industry are negatively associated to income inequality, while unemployment and the presence of a strong financial sector positively affect inequality. Finally, income inequality is lower in social-democratic welfare states, in Protestant areas, and in regions with Nordic family structures.

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Paper provided by Spatial Economics Research Centre, LSE in its series SERC Discussion Papers with number 0011.

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Date of creation: Nov 2008
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Handle: RePEc:cep:sercdp:0011
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  1. Ram, Rati, 1990. "Educational Expansion and Schooling Inequality: International Evidence and Some Implications," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 266-74, May.
  2. Bourguignon, F. & Morrisson, C., 1995. "Inequality and Development: The Role of Dualism," DELTA Working Papers 95-32, DELTA (Ecole normale supérieure).
  3. Saint-Paul, Gilles & Verdier, Thierry, 1992. "Education, Democracy and Growth," CEPR Discussion Papers 613, C.E.P.R. Discussion Papers.
  4. Jose V. Rodriguez Mora & John Hassler, 2000. "Intelligence, Social Mobility, and Growth," American Economic Review, American Economic Association, vol. 90(4), pages 888-908, September.
  5. Daniele Checchi, 2000. "Does educational achievement help to explain income inequality?," Departmental Working Papers 2000-11, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
  6. Theodore W. Schultz, 1962. "Reflections on Investment in Man," Journal of Political Economy, University of Chicago Press, vol. 70, pages 1.
  7. Theo Eicher, 2000. "Inequality and Growth: The Dual Role of Human Capital in Development," CESifo Working Paper Series 355, CESifo Group Munich.
  8. H. Naci Mocan, 1999. "Structural Unemployment, Cyclical Unemployment, and Income Inequality," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 122-134, February.
  9. Spence, A Michael, 1973. "Job Market Signaling," The Quarterly Journal of Economics, MIT Press, vol. 87(3), pages 355-74, August.
  10. Knight, J B, 1976. "Explaining Income Distribution in Less Developed Countries: A Framework and an Agenda," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 38(3), pages 161-77, August.
  11. Andrés Rodríguez-Pose & Montserrat Vilalta-Bufi, 2004. "Education, Migration, and Job Ssatisfaction: the Regional Returns of Human Capital in the EU," Bruges European Economic Research Papers 1, European Economic Studies Department, College of Europe.
  12. Shankha Chakraborty & Mausumi Das, 2005. "Mortality, Human Capital and Persistent Inequality," Journal of Economic Growth, Springer, vol. 10(2), pages 159-192, 06.
  13. Jesse M. Shapiro, 2006. "Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 324-335, May.
  14. Barbara Sianesi & John Van Reenen, 2003. "The Returns to Education: Macroeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 157-200, 04.
  15. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-29, October.
  16. Hannum, Emily & Buchmann, Claudia, 2005. "Global Educational Expansion and Socio-Economic Development: An Assessment of Findings from the Social Sciences," World Development, Elsevier, vol. 33(3), pages 333-354, March.
  17. Breusch, T.S. & Pagan, A.R., . "The Lagrange multiplier test and its applications to model specification in econometrics," CORE Discussion Papers RP -412, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  18. Griliches, Zvi, 1997. "Education, Human Capital, and Growth: A Personal Perspective," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages S330-44, January.
  19. Thomas, Vinod & Wang, Yan & Fan, Xibo, 2001. "Measuring education inequality - Gini coefficients of education," Policy Research Working Paper Series 2525, The World Bank.
  20. Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
  21. Bowles, Samuel, 1972. "Schooling and Inequality from Generation to Generation," Journal of Political Economy, University of Chicago Press, vol. 80(3), pages S219-S51, Part II, .
  22. Pierre-Philippe Combes & Gilles Duranton & Henry G. Overman, 2005. "Agglomeration and the adjustment of the spatial economy," LSE Research Online Documents on Economics 675, London School of Economics and Political Science, LSE Library.
  23. Anand, Sudhir & Kanbur, S. M. R., 1993. "The Kuznets process and the inequality--development relationship," Journal of Development Economics, Elsevier, vol. 40(1), pages 25-52, February.
  24. repec:att:wimass:9329 is not listed on IDEAS
  25. Cornia, Giovanni Andrea & Addison, Tony & Kiiski, Sampsa, 2003. "Income Distribution Changes and their Impact in the Post-World War II Period," Working Paper Series UNU-WIDER Research Paper , World Institute for Development Economic Research (UNU-WIDER).
  26. Kiviet, Jan F., 1995. "On bias, inconsistency, and efficiency of various estimators in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 68(1), pages 53-78, July.
  27. Galor, Oded & Tsiddon, Daniel, 1997. "Technological Progress, Mobility, and Economic Growth," American Economic Review, American Economic Association, vol. 87(3), pages 363-82, June.
  28. Heshmati, Almas, 2004. "Inequalities and Their Measurement," IZA Discussion Papers 1219, Institute for the Study of Labor (IZA).
  29. Ahn, Seung C. & Schmidt, Peter, 1995. "Efficient estimation of models for dynamic panel data," Journal of Econometrics, Elsevier, vol. 68(1), pages 5-27, July.
  30. Mark D. Partridge, 2005. "Does Income Distribution Affect U.S. State Economic Growth?," Journal of Regional Science, Wiley Blackwell, vol. 45(2), pages 363-394.
  31. Lopez, Ramon & Thomas, Vinod & Yan Wang, 1998. "Addressing the education puzzle : the distribution of education and economic reform," Policy Research Working Paper Series 2031, The World Bank.
  32. Amartya Sen, 1997. "Inequality, Unemployment and Contemporary Europe," STICERD - Development Economics Papers - From 2008 this series has been superseded by Economic Organisation and Public Policy Discussion Papers 07, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
  33. Fields, Gary S, 1979. "A Welfare Economic Approach to Growth and Distribution in the Dual Economy," The Quarterly Journal of Economics, MIT Press, vol. 93(3), pages 325-53, August.
  34. Galor, Oded & Zeira, Joseph, 1993. "Income Distribution and Macroeconomics," Review of Economic Studies, Wiley Blackwell, vol. 60(1), pages 35-52, January.
  35. De Gregorio, Jose & Lee, Jong-Wha, 2002. "Education and Income Inequality: New Evidence from Cross-Country Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(3), pages 395-416, September.
  36. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
  37. Park, Kang H., 1996. "Educational expansion and educational inequality on income distribution," Economics of Education Review, Elsevier, vol. 15(1), pages 51-58, February.
  38. Ahluwalia, Montek S., 1976. "Inequality, poverty and development," Journal of Development Economics, Elsevier, vol. 3(4), pages 307-342, December.
  39. Galor, O. & Tsiddon, D., 1996. "The Distribution of Human Capital and Economic Growth," Papers 18-96, Tel Aviv - the Sackler Institute of Economic Studies.
  40. Berry, Christopher R. & Glaeser, Edward L., 2005. "Divergence of Human Capital Levels across Cities," Working Paper Series rwp05-057, Harvard University, John F. Kennedy School of Government.
  41. Spence, Michael, 1976. "Informational Aspects of Market Structure: An Introduction," The Quarterly Journal of Economics, MIT Press, vol. 90(4), pages 591-97, November.
  42. Bourguignon, F. & Morrisson, C., 1989. "Income Distribution, Development and Foreign Trade: A Cross-Sectional Analysis," DELTA Working Papers 89-05, DELTA (Ecole normale supérieure).
  43. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281.
  44. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels Across Cities," NBER Working Papers 11617, National Bureau of Economic Research, Inc.
  45. Peter Gottschalk & Timothy M. Smeeding, 1997. "Cross-National Comparisons of Earnings and Income Inequality," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 633-687, June.
  46. Robert H. Topel, 1997. "Factor Proportions and Relative Wages: The Supply-Side Determinants of Wage Inequality," Journal of Economic Perspectives, American Economic Association, vol. 11(2), pages 55-74, Spring.
  47. Heather Dickey, 2007. "Regional Earnings Inequality In Great Britain: Evidence From Quantile Regressions," Journal of Regional Science, Wiley Blackwell, vol. 47(4), pages 775-806.
  48. Andrés Rodríguez-Pose & Vassilis Tselios, 2009. "Mapping Regional Personal Income Distribution in Western Europe: Income Per Capita and Inequality," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 59(1), pages 41-70, January.
  49. Carol Graham, 2002. "Mobility, Opportunity and Vulnerability: The Dynamics of Poverty and Inequality in a Global Economy," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 3(1), pages 57-94.
  50. Durlauf, Steven N, 1996. " A Theory of Persistent Income Inequality," Journal of Economic Growth, Springer, vol. 1(1), pages 75-93, March.
  51. David Roodman, 2003. "XTABOND2: Stata module to extend xtabond dynamic panel data estimator," Statistical Software Components S435901, Boston College Department of Economics, revised 09 Dec 2014.
  52. Anand, Sudhir & Kanbur, S. M. R., 1993. "Inequality and development A critique," Journal of Development Economics, Elsevier, vol. 41(1), pages 19-43, June.
  53. Motonishi, Taizo, 2006. "Why has income inequality in Thailand increased?: An analysis using surveys from 1975 to 1998," Japan and the World Economy, Elsevier, vol. 18(4), pages 464-487, December.
  54. Matthew Higgins & Jeffrey G. Williamson, 1999. "Explaining Inequality the World Round: Cohort Size, Kuznets Curves, andOpenness," NBER Working Papers 7224, National Bureau of Economic Research, Inc.
  55. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
  56. Papanek, Gustav F. & Kyn, Oldrich, 1986. "The effect on income distribution of development, the growth rate and economic strategy," Journal of Development Economics, Elsevier, vol. 23(1), pages 55-65, September.
  57. Esther Vaya Valcarce & Enrique Lopez Bazo & Rosina Moreno Serrano & Jordi Surinach Caralt, 2000. "Growth and externalities across economies. An empirical analysis using spatial econometrics," Working Papers in Economics 59, Universitat de Barcelona. Espai de Recerca en Economia.
  58. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-54, July.
  59. Knight, J B, 1976. "Devaluation and Income Distribution in Less-Developed Economies," Oxford Economic Papers, Oxford University Press, vol. 28(2), pages 208-27, July.
  60. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
  61. Knight, J B & Sabot, R H, 1983. "Educational Expansion and the Kuznets Effect," American Economic Review, American Economic Association, vol. 73(5), pages 1132-36, December.
  62. Alison Wolf, 2004. "Education and Economic Performance: Simplistic Theories and their Policy Consequences," Oxford Review of Economic Policy, Oxford University Press, vol. 20(2), pages 315-333, Summer.
  63. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels across Cities," Harvard Institute of Economic Research Working Papers 2091, Harvard - Institute of Economic Research.
  64. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
  65. Hausman, Jerry A, 1978. "Specification Tests in Econometrics," Econometrica, Econometric Society, vol. 46(6), pages 1251-71, November.
  66. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," Journal of Political Economy, University of Chicago Press, vol. 70, pages 9.
  67. Arellano, Manuel & Bond, Stephen, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Wiley Blackwell, vol. 58(2), pages 277-97, April.
  68. Aghion, Philippe & Bolton, Patrick, 1992. "Distribution and growth in models of imperfect capital markets," European Economic Review, Elsevier, vol. 36(2-3), pages 603-611, April.
  69. Cardak, Buly A, 1999. "Heterogeneous Preferences, Education Expenditures and Income Distribution," The Economic Record, The Economic Society of Australia, vol. 75(228), pages 63-76, March.
  70. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-38, May.
  71. Luis Ayala & Rosa Martinez & Jesus Ruiz-Huerta, 2002. "Institutional determinants of the unemployment-earnings inequality trade-off," Applied Economics, Taylor & Francis Journals, vol. 34(2), pages 179-195.
  72. Christopher R. Berry & Edward L. Glaeser, 2005. "The divergence of human capital levels across cities," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 407-444, 08.
  73. Glomm, Gerhard & Ravikumar, B, 1992. "Public versus Private Investment in Human Capital Endogenous Growth and Income Inequality," Journal of Political Economy, University of Chicago Press, vol. 100(4), pages 818-34, August.
  74. Thorbecke, Erik & Charumilind, Chutatong, 2002. "Economic Inequality and Its Socioeconomic Impact," World Development, Elsevier, vol. 30(9), pages 1477-1495, September.
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