IDEAS home Printed from https://ideas.repec.org/p/hel/greese/26.html
   My bibliography  Save this paper

Skills and Wage Inequality in Greece: Evidence from Matched Employer-Employee Data, 1995-2002

Author

Listed:
  • Rebekka Christopoulou
  • Theodora Kosma

Abstract

This paper examines changes in the Greek wage distribution over 1995-2002 and the role of skill in these changes. The methodology adopted is the Machado-Mata counterfactual decomposition, which separates the part of wage changes that is due to job and workers' characteristics (composition effects) from the part due to the returns to these characteristics (price effects). We find that mean wages have not increased substantially, but wage inequality has, mostly at the upper tail of the distribution. The role of skill has been decisive. Falling tenure levels at all but the very high wage deciles, and rising education across the board, have carried much of the inequality increasing influence of overall composition effects. Although to a lesser extent, changes in the returns to skill have contributed to inequality by forming a U-shaped pattern along the wage distribution. This pattern is further reinforced when price-effects of skill are added together with the composition effect of tenure to produce the share of skill-effects that is responsive to market forces. Drawing on this evidence, we make a case for the routinization hypothesis.

Suggested Citation

  • Rebekka Christopoulou & Theodora Kosma, 2009. "Skills and Wage Inequality in Greece: Evidence from Matched Employer-Employee Data, 1995-2002," GreeSE – Hellenic Observatory Papers on Greece and Southeast Europe 26, Hellenic Observatory, LSE.
    • Handle: RePEc:hel:greese:26
    as

    Download full text from publisher

    File URL: http://www.lse.ac.uk/europeanInstitute/research/hellenicObservatory/pdf/GreeSE/GreeSE26.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Paul Conway & Véronique Janod & Giuseppe Nicoletti, 2005. "Product Market Regulation in OECD Countries: 1998 to 2003," OECD Economics Department Working Papers 419, OECD Publishing.
    2. Alfonso Rosolia & Roberto Torrini, 2007. "The generation gap: relative earnings of young and old workers in Italy," Temi di discussione (Economic working papers) 639, Bank of Italy, Economic Research and International Relations Area.
    3. Pedro Portugal & José Varejão, 2022. "Why do firms use fixed-term contracts?," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 21(3), pages 401-421, September.
    4. Magda, Iga & Rycx, François & Tojerow, Ilan & Valsamis, Daphné, 2008. "Wage Differentials across Sectors in Europe: An East-West Comparison," IZA Discussion Papers 3830, Institute of Labor Economics (IZA).
    5. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2005. "Rising Wage Inequality: The Role of Composition and Prices," NBER Working Papers 11628, National Bureau of Economic Research, Inc.
    6. Mahmood Arai, 2003. "Wages, Profits, and Capital Intensity: Evidence from Matched Worker-Firm Data," Journal of Labor Economics, University of Chicago Press, vol. 21(3), pages 593-618, July.
    7. Paul Beaudry & David A. Green, 2000. "Cohort patterns in Canadian earnings: assessing the role of skill premia in inequality trends," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 33(4), pages 907-936, November.
    8. Paul R. Krugman, 1994. "Past and prospective causes of high unemployment," Economic Review, Federal Reserve Bank of Kansas City, vol. 79(Q IV), pages 23-43.
    9. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    10. Nekby, Lena, 2002. "Gender Differences in Rent Sharing and its Implications for the Gender Wage Gap," Working Paper Series 182, Trade Union Institute for Economic Research.
    11. Stephen Machin & John Van Reenen, 2007. "Changes in Wage Inequality," CEP Reports 18, Centre for Economic Performance, LSE.
    12. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    13. Evangelia Papapetrou, 2004. "Gender Wage Differentials in Greece," Economic Bulletin, Bank of Greece, issue 23, pages 47-64, July.
    14. Blanchard, Olivier & Wolfers, Justin, 2000. "The Role of Shocks and Institutions in the Rise of European Unemployment: The Aggregate Evidence," Economic Journal, Royal Economic Society, vol. 110(462), pages 1-33, March.
    15. Philip Du Caju & Erwan Gautier & Daphne Momferatu & Melanie Ward-Warmedinger, 2009. "Institutional Features of Wage Bargaining in 23 European Countries, the US and Japan," Ekonomia, Cyprus Economic Society and University of Cyprus, vol. 12(2), pages 57-108, Winter.
    16. Bergmann, Barbara R, 1971. "The Effect on White Incomes of Discrimination in Employment," Journal of Political Economy, University of Chicago Press, vol. 79(2), pages 294-313, March-Apr.
    17. José A. F. Machado & José Mata, 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, May.
    18. Fiori, Giuseppe & Nicoletti, Giuseppe & Scarpetta, Stefano & Schiantarelli, Fabio, 2007. "Employment Outcomes and the Interaction Between Product and Labor Market Deregulation: Are They Substitutes or Complements?," IZA Discussion Papers 2770, Institute of Labor Economics (IZA).
    19. James Albrecht & Anders Bjorklund & Susan Vroman, 2003. "Is There a Glass Ceiling in Sweden?," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 145-177, January.
    20. Mario Izquierdo & Aitor Lacuesta, 2006. "Wage inequality in Spain: recent developments," Working Papers 0615, Banco de España.
    21. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
    22. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    23. James Albrecht & Anders Björklund & Susan Vroman, 2011. "Unionization and the Evolution of the Wage Distribution in Sweden: 1968 to 2000," ILR Review, Cornell University, ILR School, vol. 64(5), pages 1039-1057, October.
    24. Christian Dustmann & Costas Meghir, 2005. "Wages, Experience and Seniority," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 77-108.
    25. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    26. Abowd, John M. & Kramarz, Francis, 1999. "The analysis of labor markets using matched employer-employee data," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 40, pages 2629-2710, Elsevier.
    27. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    28. Maarten Goos & Alan Manning, 2007. "Lousy and Lovely Jobs: The Rising Polarization of Work in Britain," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 118-133, February.
    29. Nekby, Lena, 2003. "Gender differences in rent sharing and its implications for the gender wage gap, evidence from Sweden," Economics Letters, Elsevier, vol. 81(3), pages 403-410, December.
    30. Thomas Lemieux, 2006. "Increasing Residual Wage Inequality: Composition Effects, Noisy Data, or Rising Demand for Skill?," American Economic Review, American Economic Association, vol. 96(3), pages 461-498, June.
    31. Francine D. Blau & Lawrence M. Kahn, 2013. "The Feasibility and Importance of Adding Measures of Actual Experience to Cross-Sectional Data Collection," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 17-58.
    32. John Bound & George E. Johnson, 1989. "Changes in the Structure of Wages During the 1980's: An Evaluation of Alternative Explanations," NBER Working Papers 2983, National Bureau of Economic Research, Inc.
    33. Tsakloglou, Panos & Cholezas, Ioannis, 2005. "Education and Inequality in Greece," IZA Discussion Papers 1582, Institute of Labor Economics (IZA).
    34. Martins, Pedro S. & Pereira, Pedro T., 2004. "Does education reduce wage inequality? Quantile regression evidence from 16 countries," Labour Economics, Elsevier, vol. 11(3), pages 355-371, June.
    35. Maarten Goos & Alan Manning, 2007. "Lousy and Lovely Jobs: The Rising Polarization of Work in Britain," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 118-133, February.
    36. Rebekka Christopoulou & Juan F. Jimeno & Ana Lamo, 2010. "Changes in the wage structure in EU countries," Working Papers 1017, Banco de España.
    37. 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.
    38. Katz, Lawrence F. & Autor, David H., 1999. "Changes in the wage structure and earnings inequality," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 26, pages 1463-1555, Elsevier.
    39. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
    40. Barbara R. Bergmann, 1974. "Occupational Segregation, Wages and Profits When Employers Discriminate by Race or Sex," Eastern Economic Journal, Eastern Economic Association, vol. 1(2), pages 103-110, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Rebekka Christopoulou & Theodora Kosma, 2009. "Skills and Wage Inequality in Greece: Evidence from Matched Employer-Employee Data, 1995-2002," GreeSE – Hellenic Observatory Papers on Greece and Southeast Europe 26, Hellenic Observatory, LSE.
    2. Salverda, Wiemer & Checchi, Daniele, 2014. "Labour-Market Institutions and the Dispersion of Wage Earnings," IZA Discussion Papers 8220, Institute of Labor Economics (IZA).
    3. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2005. "Trends in U.S. Wage Inequality: Re-Assessing the Revisionists," NBER Working Papers 11627, National Bureau of Economic Research, Inc.
    4. Raymundo M. Campos-Vázquez, 2013. "Why did wage inequality decrease in Mexico after NAFTA?," Economía Mexicana NUEVA ÉPOCA, CIDE, División de Economía, vol. 0(2), pages 245-278, July-Dece.
    5. Christian Dustmann & Johannes Ludsteck & Uta Schönberg, 2009. "Revisiting the German Wage Structure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 843-881.
    6. Ghosh, Pallab Kumar, 2014. "The contribution of human capital variables to changes in the wage distribution function," Labour Economics, Elsevier, vol. 28(C), pages 58-69.
    7. Dirk Antonczyk & Thomas DeLeire & Bernd Fitzenberger, 2018. "Polarization and Rising Wage Inequality: Comparing the U.S. and Germany," Econometrics, MDPI, vol. 6(2), pages 1-33, April.
    8. Manuel Hidalgo-Pérez & Benedetto Molinari, 2015. "Learning New Technology: the Polarization of the Wage Distribution," Working Papers 15.01, Universidad Pablo de Olavide, Department of Economics.
    9. Koomen, Miriam & Backes-Gellner, Uschi, 2022. "Occupational tasks and wage inequality in West Germany: A decomposition analysis," Labour Economics, Elsevier, vol. 79(C).
    10. Fabián Slonimczyk, 2013. "Earnings inequality and skill mismatch in the U.S.: 1973–2002," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(2), pages 163-194, June.
    11. Rebekka Christopoulou & Juan F. Jimeno & Ana Lamo, 2010. "Changes in the wage structure in EU countries," Working Papers 1017, Banco de España.
    12. Sarah Voitchovsky & Bertrand Maitre & Brian Nolan, 2012. "Wage Inequality in Ireland’s “Celtic Tiger” Boom," The Economic and Social Review, Economic and Social Studies, vol. 43(1), pages 99-133.
    13. Antonczyk, Dirk & Fitzenberger, Bernd & Sommerfeld, Katrin, 2010. "Rising wage inequality, the decline of collective bargaining, and the gender wage gap," Labour Economics, Elsevier, vol. 17(5), pages 835-847, October.
    14. Gernandt Johannes & Pfeiffer Friedhelm, 2007. "Rising Wage Inequality in Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 227(4), pages 358-380, August.
    15. 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.
    16. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    17. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    18. Aitor Lacuesta & Mario Izquierdo, 2012. "The contribution of changes in employment composition and relative returns to the evolution of wage inequality: the case of Spain," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(2), pages 511-543, January.
    19. James Spletzer & Elizabeth Weber Handwerker, 2015. "The Role of Establishments and the Concentration of Occupations in Wage Inequality," Working Papers id:7427, eSocialSciences.
    20. Verdugo, G. & Fraisse, H. & Horny, G., 2012. "Changes In Wage Inequality In France: The Impact Of Composition Effects (in French)," Working papers 370, Banque de France.

    More about this item

    Keywords

    Returns to skill; Wage inequality; Quantile regression.;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hel:greese:26. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Vassilis Monastiriotis (email available below). General contact details of provider: https://edirc.repec.org/data/lsepsuk.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.