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The distribution of employees’ labour earnings in the European Union: Data, concepts and first results

Author

Listed:
  • Andrea Brandolini

    (Bank of Italy, Department for Structural Economic Analysis)

  • Alfonso Rosolia

    (Bank of Italy, Department for Structural Economic Analysis)

  • Roberto Torrini

    (Bank of Italy, Department for Structural Economic Analysis)

Abstract

This paper studies the distribution of labour earnings among employees within the EU using data from Wave 2007-1 of the Community Statistics on Income and Living Conditions (EUSILC). The review of available information and the comparisons with external sources show that the EU-SILC data are not exempt from problems, particularly in some countries, yet can be fruitfully used to study the distribution of earnings in the EU; they also allow researchers to assess the sensitivity of results to various concepts of labour earnings. The ranking of countries by median full-time equivalent monthly gross earnings shows Eastern European nations at the bottom and Luxembourg at the top; earnings differences are sizeable, both across and within countries. Taking the euro area and the EU-25 (excluding Malta, for which data are unavailable) as a whole, inequality is higher when earnings are measured in euro at market rates rather than at purchasing power parities. The wage distribution is wider in the EU-25 than in the euro area, which is not surprising given that the former includes the poorer Eastern European countries that joined the Union in 2004. The higher inequality observed in the EU-25 is largely attributable to differences between countries, which are essentially due to the returns to individual attributes rather than to a different composition of the workforce with respect to these attributes.

Suggested Citation

  • Andrea Brandolini & Alfonso Rosolia & Roberto Torrini, 2011. "The distribution of employees’ labour earnings in the European Union: Data, concepts and first results," Working Papers 198, ECINEQ, Society for the Study of Economic Inequality.
  • Handle: RePEc:inq:inqwps:ecineq2011-198
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    References listed on IDEAS

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    1. Andrea Brandolini, 1999. "The Distribution of Personal Income in Post-War Italy: Source Description, Data Quality, and the Time Pattern of Income Inequality," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 58(2), pages 183-239, September.
    2. Giuseppe Bertola, 2010. "Inequality, integration, and policy: issues and evidence from EMU," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(3), pages 345-365, September.
    3. Beblo, Miriam & Knaus, Thomas, 2001. "Measuring Income Inequality in Euroland," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 47(3), pages 301-320, September.
    4. Enrico Moretti, 2013. "Real Wage Inequality," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 65-103, January.
    5. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    6. Torrini, Roberto, 2005. "Cross-country differences in self-employment rates: the role of institutions," Labour Economics, Elsevier, vol. 12(5), pages 661-683, October.
    7. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    8. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    9. Rebekka Christopoulou & Juan F. Jimeno & Ana Lamo, 2010. "Changes in the wage structure in EU countries," Working Papers 1017, Banco de España.
    10. José Mata & José A. F. Machado, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465.
    11. Andreas Behr & Ulrich Pötter, 2010. "What determines wage differentials across the EU?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(1), pages 101-120, March.
    12. Hipólito Simón, 2010. "International Differences in Wage Inequality: A New Glance with European Matched Employer–Employee Data," British Journal of Industrial Relations, London School of Economics, vol. 48(2), pages 310-346, June.
    13. Simon, Hipolito, 2005. "Employer wage differentials from an international perspective," Economics Letters, Elsevier, vol. 88(2), pages 284-288, August.
    14. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
    15. Thierry Lallemand & Robert Plasman & François Rycx, 2007. "The establishment-size wage premium: evidence from European countries," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 34(5), pages 427-451, December.
    16. repec:rim:rimwps:34-08 is not listed on IDEAS
    17. Sudhir Anand & Paul Segal, 2008. "What Do We Know about Global Income Inequality?," Journal of Economic Literature, American Economic Association, vol. 46(1), pages 57-94, March.
    18. Andrea Brandolini, 2006. "Measurement of Income Distribution in Supranational Entities: The Case of the European Union," LIS Working papers 452, LIS Cross-National Data Center in Luxembourg.
    19. Atkinson, A B, 2008. "The Changing Distribution of Earnings in OECD Countries," OUP Catalogue, Oxford University Press, number 9780199532438.
    20. Editors The, 2007. "From the Editors," Basic Income Studies, De Gruyter, vol. 2(1), pages 1-5, June.
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    Cited by:

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    2. Jens Holscher & Cristiano Perugini & Fabrizio Pompei, 2011. "Wage inequality, labour market flexibility and duality in Eastern and Western Europe," Post-Communist Economies, Taylor & Francis Journals, vol. 23(3), pages 271-310.
    3. Jan Drahokoupil & Agnieszka Piasna, 2018. "What is behind low wages in central and eastern Europe?," Post-Communist Economies, Taylor & Francis Journals, vol. 30(4), pages 421-439, July.
    4. Brian Nolan & Ive Marx & Wiemer Salverda, 2011. "GINI DP 9: Comparable Indicators of Inequality Across Countries," GINI Discussion Papers 9, AIAS, Amsterdam Institute for Advanced Labour Studies.
    5. Karolina GORAUS‐TAŃSKA & Piotr LEWANDOWSKI, 2019. "Minimum wage violation in central and eastern Europe," International Labour Review, International Labour Organization, vol. 158(2), pages 297-336, June.
    6. Rosalia Castellano & Gaetano Musella & Gennaro Punzo, 2017. "Structure of the labour market and wage inequality: evidence from European countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(5), pages 2191-2218, September.
    7. Stefano Filauro & Flaviana Palmisano & Vito Peragine, 2023. "The Evolution of Inequality of Opportunity in Europe," Working Papers 644, ECINEQ, Society for the Study of Economic Inequality.
    8. Eurosystem Household Finance and Consumption Network, 2013. "The Eurosystem Household Finance and Consumption Survey - Results from the first wave," Statistics Paper Series 2, European Central Bank.
    9. Salverda, Wiemer & Checchi, Daniele, 2014. "Labour-Market Institutions and the Dispersion of Wage Earnings," IZA Discussion Papers 8220, Institute of Labor Economics (IZA).
    10. Karolina Goraus Tanska & Joanna Tyrowicz & Lucas Augusto van der Velde, 2020. "How rankings disguise gender inequality: A comparative analysis of cross-country gender equality rankings based on adjusted wage gaps," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-21, November.
    11. Filandri, Marianna & Struffolino, Emanuela, 2019. "Individual and household in-work poverty in Europe: understanding the role of labor market characteristics," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 21(1), pages 130-157.
    12. Marco Paccagnella, 2015. "Skills and Wage Inequality: Evidence from PIAAC," OECD Education Working Papers 114, OECD Publishing.

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    More about this item

    Keywords

    wage inequality; EU and euro area labour markets.;

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • D33 - Microeconomics - - Distribution - - - Factor Income Distribution

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