Education and Income Inequality in the Regions of the European Union
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).Download Info
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Paper provided by Economic and Social Research Institute (ESRI) in its series Papers with number DYNREG09.Length: 56 pages
Date of creation: 2007
Date of revision:
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;Other versions of this item:
- Andrés Rodríguez-Pose & Vassilis Tselios, 2009. "Education And Income Inequality In The Regions Of The European Union," Journal of Regional Science, Wiley Blackwell, vol. 49(3), pages 411-437.
- Andrés Rodríguez-Pose & Vassilis Tselios, 2007. "Education and income inequality in the regions of the European Union," Working Papers 2007-17, Instituto Madrileño de Estudios Avanzados (IMDEA) Ciencias Sociales.
- Andres Rodriguez-Pose & Vasileios Tselios, 2006. "Education and Income Inequality in the Regions of the European Union," ERSA conference papers ersa06p370, European Regional Science Association.
- Andrés Rodríguez-Pose & Vassilis Tselios, 2008. "Education and Income Inequality in the Regions of the European Union," SERC Discussion Papers 0011, Spatial Economics Research Centre, LSE.
- D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
- I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
- O15 - Economic Development, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
- O18 - Economic Development, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
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Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.Cited by:
- 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.
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- Andrés Rodríguez-Pose & Yannis Psycharis & Vassilis Tselios, 2012. "Public investment and regional growth and convergence: Evidence from Greece," Working Papers 2012-05, Instituto Madrileño de Estudios Avanzados (IMDEA) Ciencias Sociales.
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"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.
- 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).
- 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.
- Rodríguez-Pose, Andrés & Tselios, Vassilis, 2011. "Welfare regimes and the incentives to work and get educated," CEPR Discussion Papers 8187, C.E.P.R. Discussion Papers.
- Andrés Rodríguez-Pose & Vassilis Tselios, 2011. "Welfare regimes and the incentives to work and get educated," Working Papers 2011-01, Instituto Madrileño de Estudios Avanzados (IMDEA) Ciencias Sociales.
- Vassilis Tselios, 2009. "Growth and Convergence in Income Per Capita and Income Inequality in the Regions of the EU," Spatial Economic Analysis, Taylor and Francis Journals, vol. 4(3), pages 343-370.
- 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).
- Andrés Rodríguez-Pose & Vassilis Tselios, 2010. "Inequalities in income and education and regional economic growth in western Europe," The Annals of Regional Science, Springer, vol. 44(2), pages 349-375, April.
- Kim, Dong-Hyeon & Lin, Shu-Chin, 2011. "Nonlinearity in the financial developmentâincome inequality nexus," Journal of Comparative Economics, Elsevier, vol. 39(3), pages 310-325, September.
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