IDEAS home Printed from https://ideas.repec.org/p/ulr/wpaper/dt-21-23.html
   My bibliography  Save this paper

Gender pay gap in a highly qualified sector: evidence from administrative data

Author

Listed:
  • Nina Giordano

    (Universidad de la República (Uruguay). Facultad de Ciencias Económicas y de Administración. Departamento de Métodos Cuantitativos)

  • Cecilia Parada

    (Universidad de la República (Uruguay). Facultad de Ciencias Económicas y de Administración. Instituto de Economía)

  • Mijail Yapor

    (Universidad de la República (Uruguay). Facultad de Ciencias Económicas y de Administración. Instituto de Estadística)

Abstract

This paper studies the existence of gender pay gaps within the highly skilled profession of medicine in Uruguay. We focus on understanding whether the way an occupation is structured may impact income equality. We use administrative data from the Human Resources Control and Analysis System (SCARH) database, published by the Ministry of Public Health of Uruguay. We estimate the gross and conditional gender pay gaps among physicians for the entire period between 2008 and 2018. Furthermore, we evaluated two potential mechanisms that could explain part of the differences in physician earnings, specifically horizontal segregation (the concentration of women in certain specialities with lower salaries) and vertical segregation (the under representation of women in top hierarchical positions). Our results indicate differences in labour income between female and male physicians, and that horizontal and vertical segregation play a role in explaining these gaps.Length: 33 pages

Suggested Citation

  • Nina Giordano & Cecilia Parada & Mijail Yapor, 2023. "Gender pay gap in a highly qualified sector: evidence from administrative data," Documentos de Trabajo (working papers) 23-21, Instituto de Economía - IECON.
  • Handle: RePEc:ulr:wpaper:dt-21-23
    as

    Download full text from publisher

    File URL: https://hdl.handle.net/20.500.12008/41948
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. Engelbert Theurl & Hannes Winner, 2011. "The male–female gap in physician earnings: evidence from a public health insurance system," Health Economics, John Wiley & Sons, Ltd., vol. 20(10), pages 1184-1200, October.
    6. repec:dau:papers:123456789/10755 is not listed on IDEAS
    7. Marisa Bucheli & Graciela Sanroman, 2004. "Salarios Femeninos en el Uruguay ¿Existe un Techo de Cristal?," Documentos de Trabajo (working papers) 0504, Department of Economics - dECON.
    8. Fernanda Rivas & Máximo Rossi, 2002. "Evolución de las diferencias salariales entre el sector público y el sector privado en Uruguay," Documentos de Trabajo (working papers) 0202, Department of Economics - dECON.
    9. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    10. Myeong-Su Yun, 2005. "A Simple Solution to the Identification Problem in Detailed Wage Decompositions," Economic Inquiry, Western Economic Association International, vol. 43(4), pages 766-772, October.
    11. Fernando Borraz & Cecilia Robano, 2010. "Brecha Salarial en Uruguay," Revista de Analisis Economico – Economic Analysis Review, Universidad Alberto Hurtado/School of Economics and Business, vol. 25(1), pages 49-77, June.
    12. 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.
    13. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    14. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    15. Paul Carrillo & Néstor Gandelman & Virginia Robano, 2014. "Sticky floors and glass ceilings in Latin America," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(3), pages 339-361, September.
    16. Alicia C. Sasser, 2005. "Gender Differences in Physician Pay: Tradeoffs Between Career and Family," Journal of Human Resources, University of Wisconsin Press, vol. 40(2).
    17. Sergio P. Firpo & Nicole M. Fortin & Thomas Lemieux, 2018. "Decomposing Wage Distributions Using Recentered Influence Function Regressions," Econometrics, MDPI, vol. 6(2), pages 1-40, May.
    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. Holly Monti & Martha Stinson & Lori Zehr, 2020. "How Long Do Early Career Decisions Follow Women? The Impact of Employer History on the Gender Wage Gap," Journal of Labor Research, Springer, vol. 41(3), pages 189-232, September.
    2. Hansen, Henrik & Rand, John & Win, Ngu Wah, 2022. "The gender wage gap in Myanmar: Adding insult to injury?," Journal of Asian Economics, Elsevier, vol. 81(C).
    3. 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.
    4. 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.
    5. Bonaccolto-Töpfer, Marina & Briel, Stephanie, 2022. "The gender pay gap revisited: Does machine learning offer new insights?," Labour Economics, Elsevier, vol. 78(C).
    6. Nathan Blascak & Anna Tranfaglia, 2021. "Decomposing Gender Differences in Bankcard Credit Limits," Finance and Economics Discussion Series 2021-072, Board of Governors of the Federal Reserve System (U.S.).
    7. Boll Christina & Wolf André & Rossen Anja, 2017. "The EU Gender Earnings Gap: Job Segregation and Working Time as Driving Factors," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 237(5), pages 407-452, October.
    8. Briel, Stephanie & Osikominu, Aderonke & Pfeifer, Gregor & Reutter, Mirjam & Satlukal, Sascha, 2020. "Overconfidence and Gender Differences in Wage Expectations," IZA Discussion Papers 13517, Institute of Labor Economics (IZA).
    9. Jones, Melanie & Kaya, Ezgi, 2022. "Performance-related Pay and the UK Gender Pay Gap," GLO Discussion Paper Series 1211, Global Labor Organization (GLO).
    10. Boris Hirsch & Philipp Lentge, 2022. "Non‐base compensation and the gender pay gap," LABOUR, CEIS, vol. 36(3), pages 277-301, September.
    11. Boris Hirsch & Philipp Lentge, 2021. "Non-Base Compensation and the Gender Pay Gap," Working Paper Series in Economics 404, University of Lüneburg, Institute of Economics.
    12. Zhu, Rong, 2016. "Wage differentials between urban residents and rural migrants in urban China during 2002–2007: A distributional analysis," China Economic Review, Elsevier, vol. 37(C), pages 2-14.
    13. Christina Boll & Malte Jahn & Andreas Lagemann, 2017. "The gender lifetime earnings gap—exploring gendered pay from the life course perspective," Journal of Income Distribution, Ad libros publications inc., vol. 25(1), pages 1-53, March.
    14. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    15. Domenico Depalo & Raffaela Giordano & Evangelia Papapetrou, 2015. "Public–private wage differentials in euro-area countries: evidence from quantile decomposition analysis," Empirical Economics, Springer, vol. 49(3), pages 985-1015, November.
    16. Nicola Gagliardi & Benoît Mahy & François Rycx, 2021. "Upstreamness, Wages and Gender: Equal Benefits for All?," British Journal of Industrial Relations, London School of Economics, vol. 59(1), pages 52-83, March.
    17. Waitkus, Nora & Minkus, Lara, 2021. "Investigating the gender wealth gap across occupational classes," LSE Research Online Documents on Economics 108206, London School of Economics and Political Science, LSE Library.
    18. Arceo-Gómez, Eva O. & Campos-Vázquez, Raymundo M., 2014. "Evolución de la brecha salarial de género en México," El Trimestre Económico, Fondo de Cultura Económica, vol. 0(323), pages .619-653, julio-sep.
    19. Caliendo, Marco & Lee, Wang-Sheng & Mahlstedt, Robert, 2017. "The gender wage gap and the role of reservation wages: New evidence for unemployed workers," Journal of Economic Behavior & Organization, Elsevier, vol. 136(C), pages 161-173.
    20. Ariane Aumaitre, 2022. "Three Tales of Gender Equality in a Post-Industrial World," LIS Working papers 849, LIS Cross-National Data Center in Luxembourg.

    More about this item

    Keywords

    gender pay gaps; highly prestigious occupations; physicians; segregation;
    All these keywords.

    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J7 - Labor and Demographic Economics - - Labor Discrimination

    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:ulr:wpaper:dt-21-23. 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: Lorenza Pérez (email available below). General contact details of provider: https://edirc.repec.org/data/ierauuy.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.