IDEAS home Printed from https://ideas.repec.org/p/sap/wpaper/wp225.html
   My bibliography  Save this paper

The double "discrimination" of foreign women: A matching comparisons approach

Author

Listed:
  • Emanuela Ghignoni
  • Marilena Giannetti
  • Vincenzo Salvucci

Abstract

This paper explores the evolution of wage gaps in Italy by gender and citizenship. Using Labour Force Survey (LFS) data over the period 2009-2020 we apply two different matching comparison methodologies, the Nopo decomposition and the Inverse Probability Weighted Regression Adjustment (IPWRA) technique, that allow "like for like" comparisons between individuals and are able to take into account how gender interacts with citizenship in shaping wages. Our findings show that the general gender wage gap in Italy is rather low This gap is largely explained by workers' observable characteristics. Conversely, the citizenship wage gap appears to be much larger. Moreover, most of the reported wage gaps seem to be explained by unobservable characteristics. We finally estimate the double-negative effect of being both a woman and a foreigner. Non-Italian women earned on average 44.3% per hour less than Italian men in 2009 and 46.5% less than Italian men in 2020.

Suggested Citation

  • Emanuela Ghignoni & Marilena Giannetti & Vincenzo Salvucci, 2022. "The double "discrimination" of foreign women: A matching comparisons approach," Working Papers in Public Economics 225, University of Rome La Sapienza, Department of Economics and Law.
  • Handle: RePEc:sap:wpaper:wp225
    as

    Download full text from publisher

    File URL: https://web.uniroma1.it/dip_ecodir/sites/default/files/wpapers/wp225.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Strom, Steinar & Venturini, Alessandra & Villosio, Claudia, 2013. "Wage Assimilation: Migrants versus Natives and Foreign Migrants versus Internal Migrants," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201341, University of Turin.
    2. L. Rachel Ngai & Barbara Petrongolo, 2017. "Gender Gaps and the Rise of the Service Economy," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 1-44, October.
    3. Bonacini, Luca & Gallo, Giovanni & Scicchitano, Sergio, 2021. "Will it be a shecession? The unintended influence of working from home on the gender wage gap related to the COVID-19 pandemic," GLO Discussion Paper Series 771, Global Labor Organization (GLO).
    4. Daniela Piazzalunga & Maria Laura Di Tommaso, 2019. "The increase of the gender wage gap in Italy during the 2008-2012 economic crisis," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(2), pages 171-193, June.
    5. Matias D. Cattaneo & David M. Drukker & Ashley D. Holland, 2013. "Estimation of multivalued treatment effects under conditional independence," Stata Journal, StataCorp LP, vol. 13(3), pages 407-450, September.
    6. Hugo Ñopo, 2008. "Matching as a Tool to Decompose Wage Gaps," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 290-299, May.
    7. Michael P. Kidd & Michael Shannon, 1996. "The Gender Wage Gap: A Comparison of Australia and Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 29(s1), pages 121-125, April.
    8. Cattaneo, Matias D., 2010. "Efficient semiparametric estimation of multi-valued treatment effects under ignorability," Journal of Econometrics, Elsevier, vol. 155(2), pages 138-154, April.
    9. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    10. Claudia Olivetti & Barbara Petrongolo, 2008. "Unequal Pay or Unequal Employment? A Cross-Country Analysis of Gender Gaps," Journal of Labor Economics, University of Chicago Press, vol. 26(4), pages 621-654, October.
    11. Chiara Mussida & Matteo Picchio, 2014. "The trend over time of the gender wage gap in Italy," Empirical Economics, Springer, vol. 46(3), pages 1081-1110, May.
    12. Chiswick, Barry R, 1978. "The Effect of Americanization on the Earnings of Foreign-born Men," Journal of Political Economy, University of Chicago Press, vol. 86(5), pages 897-921, October.
    13. Francine D. Blau & Lawrence M. Kahn, 2013. "Female Labor Supply: Why Is the United States Falling Behind?," American Economic Review, American Economic Association, vol. 103(3), pages 251-256, May.
    14. repec:eee:labchp:v:3:y:1999:i:pc:p:3143-3259 is not listed on IDEAS
    15. Eyal Bar-Haim & Louis Chauvel & Janet Gornick & Anne Hartung, 2022. "The Persistence of the Gender Earnings Gap: Cohort Trends and the Role of Education in Twelve Countries," LIS Working papers 737, LIS Cross-National Data Center in Luxembourg.
    16. Per‐Anders Edin & Katarina Richardson, 2002. "Swimming with the Tide: Solidary Wage Policy and the Gender Earnings Gap," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(1), pages 49-67, March.
    17. Katie Meara & Francesco Pastore & Allan Webster, 2020. "The gender pay gap in the USA: a matching study," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 271-305, January.
    18. 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.
    19. Francine D. Blau & Lawrence M. Kahn, 2000. "Gender Differences in Pay," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 75-99, Fall.
    20. Battisti, Michele, 2017. "High wage workers and high wage peers," Labour Economics, Elsevier, vol. 46(C), pages 47-63.
    21. Catia Nicodemo, 2009. "Selection Bias and Unobservable Heterogeneity applied at the Wage Equation of European Married Women," Working Papers wpdea0906, Department of Applied Economics at Universitat Autonoma of Barcelona.
    22. repec:ilo:ilowps:373470 is not listed on IDEAS
    23. Abul Shamsuddin, 1998. "Thedouble-negativeeffect onthe earnings of foreign-born females in Canada," Applied Economics, Taylor & Francis Journals, vol. 30(9), pages 1187-1201.
    24. Blau, Francine D & Kahn, Lawrence M, 1992. "The Gender Earnings Gap: Learning from International Comparisons," American Economic Review, American Economic Association, vol. 82(2), pages 533-538, May.
    25. Carlo Dell’Aringa & Claudio Lucifora & Laura Pagani, 2015. "Earnings differentials between immigrants and natives: the role of occupational attainment," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-18, December.
    26. 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.
    27. Matias D. Cattaneo, 2010. "multi-valued treatment effects," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    28. Dustmann, Christian, 1994. "Speaking Fluency, Writing Fluency and Earnings of Migrants," Journal of Population Economics, Springer;European Society for Population Economics, vol. 7(2), pages 133-156.
    29. Antonio Accetturo & Luigi Infante, 2010. "Immigrant Earnings in the Italian Labour Market," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 69(1), pages 1-28, April.
    30. Alicia Adsera & Barry Chiswick, 2007. "Are there gender and country of origin differences in immigrant labor market outcomes across European destinations?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 20(3), pages 495-526, July.
    31. Steinar Strøm & Daniela Piazzalunga & Alessandra Venturini & Claudia Villosio, 2018. "Wage assimilation of immigrants and internal migrants: the role of linguistic distance," Regional Studies, Taylor & Francis Journals, vol. 52(10), pages 1423-1434, October.
    32. Fasani, Francesco & Mazza, Jacopo, 2020. "Immigrant Key Workers: Their Contribution to Europe's COVID-19 Response," IZA Policy Papers 155, Institute of Labor Economics (IZA).
    33. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259, Elsevier.
    34. Alessandra Venturini & Claudia Villosio, 2008. "Labour-market assimilation of foreign workers in Italy," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 24(3), pages 518-542, Autumn.
    35. Del Bono, Emilia & Vuri, Daniela, 2011. "Job mobility and the gender wage gap in Italy," Labour Economics, Elsevier, vol. 18(1), pages 130-142, January.
    36. Daniela Piazzalunga, 2015. "Is There a Double-Negative Effect? Gender and Ethnic Wage Differentials in Italy," LABOUR, CEIS, vol. 29(3), pages 243-269, September.
    37. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    38. Tindara Addabbo & Donata Favaro, 2011. "Gender wage differentials by education in Italy," Applied Economics, Taylor & Francis Journals, vol. 43(29), pages 4589-4605.
    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. Katie Meara & Francesco Pastore & Allan Webster, 2020. "The gender pay gap in the USA: a matching study," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 271-305, January.
    2. Daniela Piazzalunga & Maria Laura Di Tommaso, 2019. "The increase of the gender wage gap in Italy during the 2008-2012 economic crisis," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(2), pages 171-193, June.
    3. Daniela Piazzalunga, 2015. "Is There a Double-Negative Effect? Gender and Ethnic Wage Differentials in Italy," LABOUR, CEIS, vol. 29(3), pages 243-269, September.
    4. Daniela Piazzalunga, 2018. "The Gender Wage Gap Among College Graduates in Italy," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 4(1), pages 33-90, March.
    5. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    6. Meara, Katie & Pastore, Francesco & Webster, Allan, 2017. "Is the gender pay gap in the US just the result of gender segregation at work?," GLO Discussion Paper Series 40, Global Labor Organization (GLO).
    7. Koumenta, Maria & Pagliero, Mario & Rostam-Afschar, Davud, 2020. "Occupational licensing and the gender wage gap," Hohenheim Discussion Papers in Business, Economics and Social Sciences 13-2020, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    8. Chiara Mussida, 2015. "L?impatto dell?istruzione sui salari per genere in Italia / Appendice Statistica," ECONOMIA E SOCIET? REGIONALE, FrancoAngeli Editore, vol. 2015(2), pages 94-113.
    9. Dragana Djurdjevic & Sergiy Radyakin, 2007. "Decomposition of the Gender Wage Gap Using Matching: An Application for Switzerland," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 143(IV), pages 365-396, December.
    10. Carolina Castagnetti & Luisa Rosti & Marina Töpfer, 2020. "Discriminate me — If you can! The disappearance of the gender pay gap among public‐contest selected employees in Italy," Gender, Work and Organization, Wiley Blackwell, vol. 27(6), pages 1040-1076, November.
    11. 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.
    12. Töpfer, Marina & Castagnetti, Carolina & Rosti, Luisa, 2016. "Discriminate me - if you can! The Disappearance of the Gender Pay Gap among Public-Contest Selected Employees," VfS Annual Conference 2016 (Augsburg): Demographic Change 145905, Verein für Socialpolitik / German Economic Association.
    13. Casarico, A. & Lattanzio, S., 2019. "What Firms Do: Gender Inequality in Linked Employer-Employee Data," Cambridge Working Papers in Economics 1966, Faculty of Economics, University of Cambridge.
    14. Joanna Tyrowicz & Lucas van der Velde, 2017. "When the opportunity knocks: large structural shocks and gender wage gaps," GRAPE Working Papers 2, GRAPE Group for Research in Applied Economics.
    15. Boris Hirsch & Marion König & Joachim Möller, 2013. "Is There a Gap in the Gap? Regional Differences in the Gender Pay Gap," Scottish Journal of Political Economy, Scottish Economic Society, vol. 60(4), pages 412-439, September.
    16. Romain Aeberhardt & Julien Pouget, 2007. "National Origin Wage Differentials in France. Evidence from Matched Employer-Employee Data"," Working Papers 2007-15, Center for Research in Economics and Statistics.
    17. Ramskogler, Paul & Riedl, Aleksandra & Schoiswohl, Florian, 2020. "Swinging female labor demand – How the public sector influences gender wage gaps in Europe," Department of Economics Working Paper Series 302, WU Vienna University of Economics and Business.
    18. Niels-Hugo Blunch, 2018. "Just like a woman? New comparative evidence on the gender income gap across Eastern Europe and Central Asia," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 8(1), pages 1-41, December.
    19. Kaya Ezgi, 2021. "Gender wage gap across the distribution: What is the role of within- and between-firm effects?," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 12(1), pages 1-49, January.
    20. Danquah, Michael & Iddrisu, Abdul Malik & Boakye, Ernest Owusu & Owusu, Solomon, 2021. "Do gender wage differences within households influence women's empowerment and welfare? Evidence from Ghana," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 916-932.

    More about this item

    Keywords

    Gender wage gap; Immigrant/Native wage gap; Double discrimination; Matching; Inverse Probability Regression Adjustment Estimator;
    All these keywords.

    JEL classification:

    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • 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:sap:wpaper:wp225. 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: Luisa Giuriato (email available below). General contact details of provider: https://edirc.repec.org/data/dprosit.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.