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Education and Income Inequality in the Regions of the European Union

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Author Info
Rodríguez-Pose, Andrés () (London School of Economics)
Tselios, Vassilis () (London School of Economics)

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Abstract

This paper provides an empirical study of the determinants of income inequality across regions of the EU. Using the European Community Household Panel data set for 102 regions over the period 1995-2000, it analyses how microeconomic changes in human capital distribution affect income inequality not only for the whole of the population but also for normally working people. Human capital distribution is measured in terms of both educational attainment as well as educational inequality. Income and educational inequalities are calculated by a generalised entropy index (Theil index). Different static and dynamic panel data analyses are conducted in order to reduce measurement error on inequalities and minimise potential problems of omitted-variable bias. Taking into account the specification tests applied to the estimated models, the regression results reveal that, while the relationship between income inequality and income per capita is positive, the long-run relationship between income inequality and educational attainment is not statistically significant. This paper also agrees with the current belief that educational inequality has a positive relationship with income inequality. Across European regions high levels of inequality in educational attainment are associated with higher income inequality. This may be interpreted as the responsiveness of the EU labour market to differences in qualifications and skills. The above results are robust to the definition of income distribution. Other results indicate that population ageing and inactivity are sensitive to the specification model, while work access and latitude are negatively associated to income inequality. Urbanisation has a negative impact on inequality but for the whole of the population only. Furthermore, the relationship between unemployment and income inequality is positive. Female participation in the labour force is negatively associated with inequality and explains a major part of the variation in inequality. Finally, as expected, income inequality is lower in democratic welfare states, in Protestant areas, and in regions with Nordic family structures (i.e. Swedish and Danish regions).

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Paper provided by Economic and Social Research Institute (ESRI) in its series Papers with number DYNREG09.

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Length: 56 pages
Date of creation: 2007
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Handle: RePEc:esr:wpaper:dynreg09

Note: DYNREG Research Project – Dynamic Regions in a Knowledge-Driven Global Economy: Lessons and Policy Implications for the European Union
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Keywords: DYNREG; Income inequality; educational attainment; educational inequality; regions; Europe;

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  1. 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. [Downloadable!] (restricted)
  2. Heshmati, Almas, 2004. "Inequalities and Their Measurement," IZA Discussion Papers 1219, Institute for the Study of Labor (IZA). [Downloadable!]
  3. 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, Blackwell Publishing, vol. 58(2), pages 277-97, April. [Downloadable!] (restricted)
  4. Topel, Robert H, 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. [Downloadable!] (restricted)
  5. 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. [Downloadable!] (restricted)
  6. De Gregorio, Jose & Lee, Jong-Wha, 2002. "Education and Income Inequality: New Evidence from Cross-Country Data," Review of Income and Wealth, Blackwell Publishing, vol. 48(3), pages 395-416, September. [Downloadable!] (restricted)
  7. Bourguignon, F. & Morrisson, C., 1990. "Income distribution, development and foreign trade : A cross-sectional analysis," European Economic Review, Elsevier, vol. 34(6), pages 1113-1132, September. [Downloadable!] (restricted)
    Other versions:
  8. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-54, July. [Downloadable!] (restricted)
  9. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281. [Downloadable!] (restricted)
  10. John Hassler & Jose V. Rodriguez Mora, 2000. "Intelligence, Social Mobility, and Growth," American Economic Review, American Economic Association, vol. 90(4), pages 888-908, September. [Downloadable!] (restricted)
  11. 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. [Downloadable!]
  12. Galor, Oded & Zeira, Joseph, 1993. "Income Distribution and Macroeconomics," Review of Economic Studies, Blackwell Publishing, vol. 60(1), pages 35-52, January. [Downloadable!] (restricted)
  13. 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. [Downloadable!]
  14. Pierre Philippe Combes & Gilles Duranton & Henry G. Overman, 2005. "Agglomeration And The Adjustment Of The Spatial Economy," DOCUMENTOS CEDE 001952, UNIVERSIDAD DE LOS ANDES-CEDE. [Downloadable!]
    Other versions:
  15. Ayala, Luis & Martinez, Rosa & Ruiz-Huerta, Jesus, 2002. "Institutional Determinants of the Unemployment-Earnings Inequality Trade-Off," Applied Economics, Taylor and Francis Journals, vol. 34(2), pages 179-95, January. [Downloadable!] (restricted)
  16. 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. [Downloadable!] (restricted)
  17. repec:att:wimass:199329 is not listed on IDEAS
  18. 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. [Downloadable!] (restricted)
    Other versions:
  19. 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 813-34, August.
  20. 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. [Downloadable!] (restricted)
  21. Thorbecke, Erik & Charumilind, Chutatong, 2002. "Economic Inequality and Its Socioeconomic Impact," World Development, Elsevier, vol. 30(9), pages 1477-1495, September. [Downloadable!] (restricted)
  22. Galor, Oded & Tsiddon, Daniel, 1997. "Technological Progress, Mobility, and Economic Growth," American Economic Review, American Economic Association, vol. 87(3), pages 363-82, June. [Downloadable!] (restricted)
    Other versions:
  23. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," Journal of Political Economy, University of Chicago Press, vol. 70, pages 9. [Downloadable!] (restricted)
  24. Park, Kang H., 1996. "Educational expansion and educational inequality on income distribution," Economics of Education Review, Elsevier, vol. 15(1), pages 51-58, February. [Downloadable!] (restricted)
  25. 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.
  26. 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. [Downloadable!] (restricted)
  27. 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.
  28. 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. [Downloadable!] (restricted)
    Other versions:
  29. Amartya Sen, 1997. "Inequality, Unemployment and Contemporary Europe," STICERD - Development Economics Papers 07, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
  30. 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, 08. [Downloadable!] (restricted)
  31. 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. [Downloadable!] (restricted)
  32. 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. [Downloadable!]
  33. Saint-Paul, Gilles & Verdier, Thierry, 1993. "Education, democracy and growth," Journal of Development Economics, Elsevier, vol. 42(2), pages 399-407, December. [Downloadable!] (restricted)
    Other versions:
  34. Shankha Chakraborty & Mausumi Das, 2004. "Mortality, Human Capital and Persistent Inequality," Econometric Society 2004 North American Summer Meetings 100, Econometric Society. [Downloadable!]
    Other versions:
  35. 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. [Downloadable!] (restricted)
  36. Durlauf, Steven N, 1996. " A Theory of Persistent Income Inequality," Journal of Economic Growth, Springer, vol. 1(1), pages 75-93, March.
    Other versions:
  37. 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. [Downloadable!] (restricted)
    Other versions:
  38. Barbara Sianesi & John Van Reenen, 2003. "The Returns to Education: Macroeconomics," Journal of Economic Surveys, Blackwell Publishing, vol. 17(2), pages 157-200, 04. [Downloadable!] (restricted)
  39. 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. [Downloadable!] (restricted)
  40. 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. [Downloadable!] (restricted)
  41. Bourguignon, Francois & Morrisson, Christian, 1998. "Inequality and development: the role of dualism," Journal of Development Economics, Elsevier, vol. 57(2), pages 233-257. [Downloadable!] (restricted)
    Other versions:
  42. Thomas, Vinod & Wang, Yan & Fan, Xibo, 2001. "Measuring education inequality - Gini coefficients of education," Policy Research Working Paper Series 2525, The World Bank. [Downloadable!]
  43. Galor, Oded & Tsiddon, Daniel, 1997. " The Distribution of Human Capital and Economic Growth," Journal of Economic Growth, Springer, vol. 2(1), pages 93-124, March. [Downloadable!] (restricted)
    Other versions:
  44. 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. [Downloadable!] (restricted)
  45. 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. [Downloadable!]
  46. Theodore W. Schultz, 1962. "Reflections on Investment in Man," Journal of Political Economy, University of Chicago Press, vol. 70, pages 1. [Downloadable!] (restricted)
  47. 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. [Downloadable!] (restricted)
  48. Breusch, T S & Pagan, A R, 1980. "The Lagrange Multiplier Test and Its Applications to Model Specification in Econometrics," Review of Economic Studies, Blackwell Publishing, vol. 47(1), pages 239-53, January. [Downloadable!] (restricted)
  49. Andrés Rodríguez-Pose & Montserrat Vilalta-Bufí, 2005. "Education, migration, and job satisfaction: the regional returns of human capital in the EU," Journal of Economic Geography, Oxford University Press, vol. 5(5), pages 545-566, October. [Downloadable!] (restricted)
  50. 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.
  51. Cornia, Giovanni Andrea & Addison, Tony & Kiiski, Sampsa, 2003. "Income Distribution Changes and their Impact in the Post-World War II Period," Working Papers UNU-WIDER Research Paper , World Institute for Development Economic Research (UNU-WIDER). [Downloadable!]
  52. 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. [Downloadable!] (restricted)
  53. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August. [Downloadable!] (restricted)
    Other versions:
  54. 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.
  55. Checchi, D., 2000. "Does Educational Achievement Help to Explain Income Inequality?," Research Paper 208, World Institute for Development Economics Research.
    Other versions:
  56. Mark D. Partridge, 2005. "Does Income Distribution Affect U.S. State Economic Growth?," Journal of Regional Science, Blackwell Publishing, vol. 45(2), pages 363-394. [Downloadable!] (restricted)
  57. Spence, Michael, 1976. "Informational Aspects of Market Structure: An Introduction," The Quarterly Journal of Economics, MIT Press, vol. 90(4), pages 591-97, November.
  58. Hausman, Jerry A, 1978. "Specification Tests in Econometrics," Econometrica, Econometric Society, vol. 46(6), pages 1251-71, November. [Downloadable!] (restricted)
  59. 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. [Downloadable!] (restricted)
  60. 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. [Downloadable!] (restricted)
  61. David Roodman, 2003. "XTABOND2: Stata module to extend xtabond dynamic panel data estimator," Statistical Software Components S435901, Boston College Department of Economics, revised 19 Sep 2009. [Downloadable!]
  62. 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, . [Downloadable!] (restricted)
  63. Sergio J. Rey, Brett D. Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor and Francis Journals, vol. 33(2), pages 143-156, April. [Downloadable!] (restricted)
  64. Heather Dickey, 2007. "Regional Earnings Inequality In Great Britain: Evidence From Quantile Regressions," Journal of Regional Science, Blackwell Publishing, vol. 47(4), pages 775-806. [Downloadable!] (restricted)
  65. Eicher, Theo S. & Garcia-Penalosa, Cecilia, 2001. "Inequality and growth: the dual role of human capital in development," Journal of Development Economics, Elsevier, vol. 66(1), pages 173-197, October. [Downloadable!] (restricted)
    Other versions:
  66. Ahluwalia, Montek S., 1976. "Inequality, poverty and development," Journal of Development Economics, Elsevier, vol. 3(4), pages 307-342, December. [Downloadable!] (restricted)
  67. 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. [Downloadable!] (restricted)
  68. Spence, A Michael, 1973. "Job Market Signaling," The Quarterly Journal of Economics, MIT Press, vol. 87(3), pages 355-74, August. [Downloadable!] (restricted)
  69. 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. [Downloadable!] (restricted)
  70. Anand, Sudhir & Kanbur, S. M. R., 1993. "Inequality and development A critique," Journal of Development Economics, Elsevier, vol. 41(1), pages 19-43, June. [Downloadable!] (restricted)
  71. Anderson, T. W. & Hsiao, Cheng., 1980. "Estimation of Dynamic Models with Error Components," Working Papers 336, California Institute of Technology, Division of the Humanities and Social Sciences. [Downloadable!]
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  1. Rodríguez-Pose, Andrés & Tselios, Vassilis, 2008. "Mapping Regional Personal Income Distribution in Western Europe: Income per Capita and Inequality," Papers DYNREG33, Economic and Social Research Institute (ESRI). [Downloadable!]
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