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Education And Income Inequality In The Regions Of The European Union

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  • Andrés Rodríguez-Pose
  • Vassilis Tselios

Abstract

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. Copyright (c) 2009, Wiley Periodicals, Inc.

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Article provided by Wiley Blackwell in its journal Journal of Regional Science.

Volume (Year): 49 (2009)
Issue (Month): 3 ()
Pages: 411-437

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Handle: RePEc:bla:jregsc:v:49:y:2009:i:3:p:411-437

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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  1. 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.
  2. Bourguignon, F. & Morrisson, C., 1989. "Income Distribution, Development and Foreign Trade: A Cross-Sectional Analysis," DELTA Working Papers 89-05, DELTA (Ecole normale supérieure).
  3. 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.
  4. 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.
  5. 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.
  6. Theo Eicher, 2000. "Inequality and Growth: The Dual Role of Human Capital in Development," CESifo Working Paper Series 355, CESifo Group Munich.
  7. 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.
  8. Breusch, T S & Pagan, A R, 1980. "The Lagrange Multiplier Test and Its Applications to Model Specification in Econometrics," Review of Economic Studies, Wiley Blackwell, vol. 47(1), pages 239-53, January.
  9. 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.
  10. Saint-Paul, Gilles & Verdier, Thierry, 1993. "Education, democracy and growth," Journal of Development Economics, Elsevier, vol. 42(2), pages 399-407, December.
  11. Galor, Oded & Zeira, Joseph, 1988. "Income Distribution and Macroeconomics," MPRA Paper 51644, University Library of Munich, Germany, revised 01 Sep 1989.
  12. Pierre Philippe Combes & GillesDuranton & Henry G.Overman, 2005. "Agglomeration And The Adjustment Of The Spatial Economy," DOCUMENTOS CEDE 001953, UNIVERSIDAD DE LOS ANDES-CEDE.
  13. 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.
  14. 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.
  15. Spence, Michael, 1976. "Informational Aspects of Market Structure: An Introduction," The Quarterly Journal of Economics, MIT Press, vol. 90(4), pages 591-97, November.
  16. Shankha Chakraborty & Mausumi Das, 2003. "Mortality, Human Capital and Persistent Inequality," University of Oregon Economics Department Working Papers 2003-11, University of Oregon Economics Department.
  17. 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.
  18. Durlauf, Steven N, 1996. " A Theory of Persistent Income Inequality," Journal of Economic Growth, Springer, vol. 1(1), pages 75-93, March.
  19. R Blundell & Steven Bond, . "Initial conditions and moment restrictions in dynamic panel data model," Economics Papers W14&104., Economics Group, Nuffield College, University of Oxford.
  20. Matthew Higgins & Jeffrey G. Williamson, 1999. "Explaining inequality the world round: cohort size, Kuznets curves, and openness," Staff Reports 79, Federal Reserve Bank of New York.
  21. Checchi, D., 2000. "Does Educational Achievement Help to Explain Income Inequality?," Research Paper 208, World Institute for Development Economics Research.
  22. 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.
  23. 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.
  24. Thorbecke, Erik & Charumilind, Chutatong, 2002. "Economic Inequality and Its Socioeconomic Impact," World Development, Elsevier, vol. 30(9), pages 1477-1495, September.
  25. 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.
  26. 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).
  27. 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.
  28. 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.
  29. M Arellano & O Bover, 1990. "Another Look at the Instrumental Variable Estimation of Error-Components Models," CEP Discussion Papers dp0007, Centre for Economic Performance, LSE.
  30. Durlauf, S.N. & Cooper, S.J. & Johnson, P.A., 1993. "On the Evolution of Economic Status Across Generations," Working papers 9329, Wisconsin Madison - Social Systems.
  31. Jesse M. Shapiro, 2005. "Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human Capital," NBER Working Papers 11615, National Bureau of Economic Research, Inc.
  32. 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.
  33. 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.
  34. Ahluwalia, Montek S., 1976. "Inequality, poverty and development," Journal of Development Economics, Elsevier, vol. 3(4), pages 307-342, December.
  35. Bourguignon, Francois & Morrisson, Christian, 1998. "Inequality and development: the role of dualism," Journal of Development Economics, Elsevier, vol. 57(2), pages 233-257.
  36. 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.
  37. David Roodman, 2003. "XTABOND2: Stata module to extend xtabond dynamic panel data estimator," Statistical Software Components S435901, Boston College Department of Economics, revised 09 Aug 2014.
  38. J. A. Hausman, 1976. "Specification Tests in Econometrics," Working papers 185, Massachusetts Institute of Technology (MIT), Department of Economics.
  39. 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.
  40. 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.
  41. 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.
  42. 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.
  43. Galor, Oded & Tsiddon, Daniel, 1996. "Technological Progress, Mobility, and Economic Growth," CEPR Discussion Papers 1413, C.E.P.R. Discussion Papers.
  44. 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, .
  45. 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.
  46. 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.
  47. Thomas, Vinod & Wang, Yan & Fan, Xibo, 2001. "Measuring education inequality - Gini coefficients of education," Policy Research Working Paper Series 2525, The World Bank.
  48. 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.
  49. 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.
  50. Heshmati, Almas, 2004. "Inequalities and Their Measurement," IZA Discussion Papers 1219, Institute for the Study of Labor (IZA).
  51. 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.
  52. Spence, A Michael, 1973. "Job Market Signaling," The Quarterly Journal of Economics, MIT Press, vol. 87(3), pages 355-74, August.
  53. 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.
  54. 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.
  55. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281.
  56. 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.
  57. 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.
  58. 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.
  59. Park, Kang H., 1996. "Educational expansion and educational inequality on income distribution," Economics of Education Review, Elsevier, vol. 15(1), pages 51-58, February.
  60. 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.
  61. 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.
  62. 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.
  63. 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.
  64. 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.
  65. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," Journal of Political Economy, University of Chicago Press, vol. 70, pages 9.
  66. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-54, July.
  67. 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.
  68. Theodore W. Schultz, 1962. "Reflections on Investment in Man," Journal of Political Economy, University of Chicago Press, vol. 70, pages 1.
  69. 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.
  70. Sergio Rey & Brett Montouri, 1999. "US Regional Income Convergence: A Spatial Econometric Perspective," Regional Studies, Taylor & Francis Journals, vol. 33(2), pages 143-156.
  71. Anand, Sudhir & Kanbur, S. M. R., 1993. "Inequality and development A critique," Journal of Development Economics, Elsevier, vol. 41(1), pages 19-43, June.
  72. 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.
  73. Barbara Sianesi & John Van Reenen, 2003. "The Returns to Education: Macroeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 157-200, 04.
  74. 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.
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Cited by:
  1. Farole, Thomas & Rodríguez-Pose, Andrés & Tselios, Vassilis & Winkler, Deborah, 2013. "Geography and the Determinants of Firm Exports in Indonesia," CEPR Discussion Papers 9342, C.E.P.R. Discussion Papers.
  2. Kim, Dong-Hyeon & Lin, Shu-Chin, 2011. "Nonlinearity in the financial development–income inequality nexus," Journal of Comparative Economics, Elsevier, vol. 39(3), pages 310-325, September.
  3. Andr�s Rodr�guez-Pose & Vassilis Tselios, 2012. "Welfare regimes and the incentives to work and get educated," Environment and Planning A, Pion Ltd, London, vol. 44(1), pages 125-149, January.
  4. Rafael Alvarado & Miguel Atienza, 2014. "The role of market access and human capital in regional wage disparities: Empirical evidence for Ecuador," Documentos de Trabajo en Economia y Ciencia Regional 53, Universidad Catolica del Norte, Chile, Department of Economics, revised Mar 2014.
  5. Vassilis Tselios, 2009. "Growth and Convergence in Income Per Capita and Income Inequality in the Regions of the EU," Spatial Economic Analysis, Taylor & Francis Journals, vol. 4(3), pages 343-370.
  6. Rodríguez-Pose, Andrés & Tselios, Vassilis, 2008. "Inequalities in Income and Education and Regional Economic Growth in Western Europe," Papers DYNREG34, Economic and Social Research Institute (ESRI).
  7. Andrés Rodríguez-Pose & Yannis Psycharis & Vassilis Tselios, 2012. "Public investment and regional growth and convergence: Evidence from Greece," Papers in Regional Science, Wiley Blackwell, vol. 91(3), pages 543-568, 08.
  8. Agasisti, Tommaso & Cordero-Ferrera, Jose M., 2013. "Educational disparities across regions: A multilevel analysis for Italy and Spain," Journal of Policy Modeling, Elsevier, vol. 35(6), pages 1079-1102.
  9. 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.
  10. Checchi, Daniele & van de Werfhorst, Herman G., 2014. "Educational Policies and Income Inequality," IZA Discussion Papers 8222, Institute for the Study of Labor (IZA).

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