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Roma Women in Athenian Firms: Do They Face Wage Bias?

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  • Drydakis, Nick

    (Anglia Ruskin University)

Abstract

In the current study, we analyze the effect of having a Roma background on women's wages. By utilizing the Athens Area Study random sample (2007-08) drawn from 16 multiethnic municipalities in which Roma live, we estimate that 66.1% of the wage differential between Roma and non-Roma female workers cannot be explained by differences in observed characteristics. Prejudices against Roma women are discussed and appear to explain the wage gap found here. The occupational segregation of the Roma in low-paid jobs and employers' statistical motivations are also found to influence wages earned by Roma. This study concludes that there is a need for better implementations of existing laws, rules and regulations which would counter the discrimination of minority women in the labor market. In addition, a better means of assessing workers' skill may contribute to the reduction of wage discrimination, as well as, greater educational achievement would significantly boost the economic status of Roma women. In its use of a random Roma sample and multivariate analysis, this study is a methodological advancement over previous studies of Roma employment, and it could inspire new efforts to compare wages by Roma background.

Suggested Citation

  • Drydakis, Nick, 2011. "Roma Women in Athenian Firms: Do They Face Wage Bias?," IZA Discussion Papers 5732, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp5732
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    References listed on IDEAS

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    1. Pinkston, Joshua C., 2003. "Screening discrimination and the determinants of wages," Labour Economics, Elsevier, vol. 10(6), pages 643-658, December.
    2. Joseph G. Altonji & Charles R. Pierret, 2001. "Employer Learning and Statistical Discrimination," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 313-350.
    3. Nick Drydakis, 2008. "Labour Discrimination as a Symptom of HIV: Experimental Evaluation: The Greek Case," Working Papers 0830, University of Crete, Department of Economics.
    4. Gary S. Becker, 1981. "A Treatise on the Family," NBER Books, National Bureau of Economic Research, Inc, number beck81-1, March.
    5. Evangelia Papapetrou, 2007. "Education, labour market and wage differentials in Greece," Economic Bulletin, Bank of Greece, issue 28, pages 51-73, February.
    6. Peter A. Riach & Judith Rich, 1995. "An Investigation of Gender Discrimination in Labor Hiring," Eastern Economic Journal, Eastern Economic Association, vol. 21(3), pages 343-356, Summer.
    7. Riach, Peter A & Rich, Judith, 1991. "Testing for Racial Discrimination in the Labour Market," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 15(3), pages 239-256, September.
    8. O'Higgins, Niall, 2009. ""It's not that I'm a racist, it's that they are Roma": Roma Discrimination and Returns to Education in South Eastern Europe," IZA Discussion Papers 4208, Institute of Labor Economics (IZA).
    9. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    10. Becker, Gary S, 1993. "Nobel Lecture: The Economic Way of Looking at Behavior," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 385-409, June.
    11. Nick Drydakis, 2010. "Ethnic Differences in Housing Opportunities in Athens," Urban Studies, Urban Studies Journal Limited, vol. 47(12), pages 2573-2596, November.
    12. Carlsson, Magnus & Rooth, Dan-Olof, 2007. "Evidence of ethnic discrimination in the Swedish labor market using experimental data," Labour Economics, Elsevier, vol. 14(4), pages 716-729, August.
    13. Macpherson, David A & Hirsch, Barry T, 1995. "Wages and Gender Composition: Why Do Women's Jobs Pay Less?," Journal of Labor Economics, University of Chicago Press, vol. 13(3), pages 426-471, July.
    14. 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.
    15. Weichselbaumer, Doris, 2003. "Sexual orientation discrimination in hiring," Labour Economics, Elsevier, vol. 10(6), pages 629-642, December.
    16. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    17. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    18. 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.
    19. Marianne Bertrand & Sendhil Mullainathan, 2004. "Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination," American Economic Review, American Economic Association, vol. 94(4), pages 991-1013, September.
    20. Nick Drydakis, 2010. "Health impairments and labour market outcomes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(5), pages 457-469, October.
    21. Kimberly Bayard & Judith Hellerstein & David Neumark & Kenneth Troske, 2003. "New Evidence on Sex Segregation and Sex Differences in Wages from Matched Employee-Employer Data," Journal of Labor Economics, University of Chicago Press, vol. 21(4), pages 887-922, October.
    22. Hipólito Simón & Esteban Sanromá & Raúl Ramos, 2008. "Labour segregation and immigrant and native-born wage distributions in Spain: an analysis using matched employer–employee data," Spanish Economic Review, Springer;Spanish Economic Association, vol. 10(2), pages 135-168, June.
    23. Drydakis, Nick, 2009. "Sexual orientation discrimination in the labour market," Labour Economics, Elsevier, vol. 16(4), pages 364-372, August.
    24. Kenneth J. Arrow, 1998. "What Has Economics to Say about Racial Discrimination?," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 91-100, Spring.
    25. Nick Drydakis, . "Ethnic Differences in Housing Opportunities," Working Papers 0914, University of Crete, Department of Economics.
    26. Schelling, Thomas C, 1969. "Models of Segregation," American Economic Review, American Economic Association, vol. 59(2), pages 488-493, May.
    27. Erica L. Groshen, 1991. "The Structure of the Female/Male Wage Differential: Is It Who You Are, What You Do, or Where You Work?," Journal of Human Resources, University of Wisconsin Press, vol. 26(3), pages 457-472.
    28. Petit, Pascale, 2007. "The effects of age and family constraints on gender hiring discrimination: A field experiment in the French financial sector," Labour Economics, Elsevier, vol. 14(3), pages 371-391, June.
    29. Marjorie L. Baldwin & William G. Johnson, 2000. "Labor Market Discrimination Against Men with Disabilities in the Year of the ADA," Southern Economic Journal, John Wiley & Sons, vol. 66(3), pages 548-566, January.
    30. Davis, Douglas D., 1987. "Maximal quality selection and discrimination in employment," Journal of Economic Behavior & Organization, Elsevier, vol. 8(1), pages 97-112, March.
    31. Nick Drydakis & Minas Vlassis, 2010. "Ethnic Discrimination In The Greek Labour Market: Occupational Access, Insurance Coverage And Wage Offers," Manchester School, University of Manchester, vol. 78(3), pages 201-218, June.
    32. Swinton, David H, 1977. "A Labor Force Competition Theory of Discrimination in the Labor Market," American Economic Review, American Economic Association, vol. 67(1), pages 400-404, February.
    33. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    34. Nick Drydakis, . "Womenâ??s Sexual Orientation and Labor Market Outcomes," Working Papers 0907, University of Crete, Department of Economics.
    35. David L. Dickinson & Ronald L. Oaxaca, 2009. "Statistical Discrimination in Labor Markets: An Experimental Analysis," Southern Economic Journal, John Wiley & Sons, vol. 76(1), pages 16-31, July.
    36. Amuedo-Dorantes Catalina & De la Rica Sara, 2006. "The Role of Segregation and Pay Structure on the Gender Wage Gap: Evidence from Matched Employer-Employee Data for Spain," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(1), pages 1-34, April.
    37. 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.
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    More about this item

    Keywords

    labor discrimination; Blinder-Oaxaca decomposition; taste theory; Roma; statistical theory; occupational segregation;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access

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