IDEAS home Printed from https://ideas.repec.org/a/bpj/bejeap/v21y2021i3p1107-1148n7.html
   My bibliography  Save this article

The Gender Wage Gap among Ph.D. Holders: Evidence from Italy

Author

Listed:
  • Alfano Vincenzo

    (Dipartimento di Strutture per l'Ingegneria e l'Architettura, Università degli Studi di Napoli Federico II & Center for Economic Studies - CES-ifo, Corso Umberto I, 40, Napoli 80138, Italy)

  • Cicatiello Lorenzo
  • Gaeta Giuseppe Lucio

    (Department of Human and Social Sciences, Universita degli Studi di Napoli L’Orientale Dipartimento di Scienze Umane e Sociali, 30 largo san giovanni maggiore, Napoli80134, Campania, Italy)

  • Pinto Mauro

    (Department of Political Science Jean Monnet, University of Campania Luigi Vanvitelli, Viale Ellittico 31, Caserta, Napoli80138, Italy, Italy)

Abstract

This paper contributes to the literature on the gender wage gap by empirically analyzing those workers who hold the highest possible educational qualification, i.e., a Ph.D. The analysis relies on recent Italian cross-sectional data collected through a survey on the employment conditions of Ph.D. holders. The Oaxaca–Blinder decomposition analysis and quantile decomposition analysis are carried out, and the selection of Ph.D. holders into employment and STEM/non-STEM fields of specialization is taken into account. Findings suggest that a gender gap in hourly wages exists among Ph.D. holders, with sizeable differences by sector of employment and field of specialization.

Suggested Citation

  • Alfano Vincenzo & Cicatiello Lorenzo & Gaeta Giuseppe Lucio & Pinto Mauro, 2021. "The Gender Wage Gap among Ph.D. Holders: Evidence from Italy," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 21(3), pages 1107-1148, July.
  • Handle: RePEc:bpj:bejeap:v:21:y:2021:i:3:p:1107-1148:n:7
    DOI: 10.1515/bejeap-2020-0319
    as

    Download full text from publisher

    File URL: https://doi.org/10.1515/bejeap-2020-0319
    Download Restriction: For access to full text, subscription to the journal or payment for the individual article is required.

    File URL: https://libkey.io/10.1515/bejeap-2020-0319?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. S. Ercolano, 2012. "Italian Dualism in Foreign Scholars' Analyses," Rivista economica del Mezzogiorno, Società editrice il Mulino, issue 3, pages 411-444.
    2. Chiara Mussida & Matteo Picchio, 2014. "The gender wage gap by education in Italy," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(1), pages 117-147, March.
    3. David Bjerk, 2008. "Glass Ceilings or Sticky Floors? Statistical Discrimination in a Dynamic Model of Hiring and Promotion," Economic Journal, Royal Economic Society, vol. 118(530), pages 961-982, July.
    4. Laurent Gobillon & Dominique Meurs & Sébastien Roux, 2015. "Estimating Gender Differences in Access to Jobs," Journal of Labor Economics, University of Chicago Press, vol. 33(2), pages 317-363.
    5. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2007. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wage Distribution," ILR Review, Cornell University, ILR School, vol. 60(2), pages 163-186, January.
    6. 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.
    7. Laurent Gobillon & Dominique Meurs & Sébastien Roux, 2015. "Estimating Gender Differences in Access to Jobs," Journal of Labor Economics, University of Chicago Press, vol. 33(2), pages 317-363.
    8. Jacob Mincer & Solomon Polachek, 1974. "Family Investments in Human Capital: Earnings of Women," NBER Chapters, in: Marriage, Family, Human Capital, and Fertility, pages 76-110, National Bureau of Economic Research, Inc.
    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. 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.
    11. 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.
    12. Stephen B. Jarrell & T. D. Stanley, 2004. "Declining Bias and Gender Wage Discrimination? A Meta-Regression Analysis," Journal of Human Resources, University of Wisconsin Press, vol. 39(3).
    13. Giuseppe Lucio Gaeta & Giuseppe Lubrano Lavadera & Francesco Pastore, 2016. "Much ado about nothing? The wage penalty of holding a Ph.D. degree but not a Ph.D. job position," Discussion Papers 7_2016, CRISEI, University of Naples "Parthenope", Italy.
    14. Astrid Kunze, 2003. "Gender Differences in Entry Wages and Early Career Wages," Annals of Economics and Statistics, GENES, issue 71-72, pages 223-244.
    15. Stephan Klasen, 2002. "Low Schooling for Girls, Slower Growth for All? Cross-Country Evidence on the Effect of Gender Inequality in Education on Economic Development," The World Bank Economic Review, World Bank, vol. 16(3), pages 345-373, December.
    16. Polachek, Solomon William, 1981. "Occupational Self-Selection: A Human Capital Approach to Sex Differences in Occupational Structure," The Review of Economics and Statistics, MIT Press, vol. 63(1), pages 60-69, February.
    17. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    18. David Bjerk, 2008. "Glass Ceilings or Sticky Floors? Statistical Discrimination in a Dynamic Model of Hiring and Promotion," Economic Journal, Royal Economic Society, vol. 118(530), pages 961-982, July.
    19. Sara Rica & Juan Dolado & Vanesa Llorens, 2008. "Ceilings or floors? Gender wage gaps by education in Spain," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(3), pages 751-776, July.
    20. Renée B. Adams & Patricia Funk, 2012. "Beyond the Glass Ceiling: Does Gender Matter?," Management Science, INFORMS, vol. 58(2), pages 219-235, February.
    21. repec:adr:anecst:y:2003:i:71-72:p:09 is not listed on IDEAS
    22. Giuseppe Lucio Gaeta & Giuseppe Lubrano Lavadera & Francesco Pastore, 2017. "Much Ado about Nothing? The Wage Penalty of Holding a PhD Degree but Not a PhD Job Position☆," Research in Labor Economics, in: Skill Mismatch in Labor Markets, volume 45, pages 243-277, Emerald Group Publishing Limited.
    23. Giuseppe Lucio Gaeta, 2015. "Was it worth it? An empirical analysis of over-education among PhD recipients in Italy," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 42(3), pages 222-238, March.
    24. Carmen Garcia-Prieto & Patricia Gómez-Costilla, 2017. "Gender wage gap and education: a stochastic frontier approach," International Journal of Manpower, Emerald Group Publishing Limited, vol. 38(3), pages 504-516, June.
    25. Becker, Gary S, 1985. "Human Capital, Effort, and the Sexual Division of Labor," Journal of Labor Economics, University of Chicago Press, vol. 3(1), pages 33-58, January.
    26. Ute Schulze, 2015. "The gender wage gap among PhDs in the UK," Cambridge Journal of Economics, Oxford University Press, vol. 39(2), pages 599-629.
    27. Andreas BEHR & Katja THEUNE, 2018. "The gender pay gap at labour market entrance: Evidence from Germany," International Labour Review, International Labour Organization, vol. 157(1), pages 83-100, March.
    28. Lin Xiu & Morley Gunderson, 2014. "Glass ceiling or sticky floor? Quantile regression decomposition of the gender pay gap in China," International Journal of Manpower, Emerald Group Publishing Limited, vol. 35(3), pages 306-326, May.
    29. Tindara Addabbo & Donata Favaro, 2011. "Gender wage differentials by education in Italy," Applied Economics, Taylor & Francis Journals, vol. 43(29), pages 4589-4605.
    30. Melanie Jones & Gerry Makepeace & Victoria Wass, 2018. "The UK Gender Pay Gap 1997–2015: What Is the Role of the Public Sector?," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 57(2), pages 296-319, April.
    31. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    32. 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.
    33. Barbara Ermini & Luca Papi & Francesca Scaturro, 2017. "An Analysis of the Determinants of Over-Education Among Italian Ph.D Graduates," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 3(2), pages 167-207, July.
    34. Andrew M. Gill & Duane E. Leigh, 2000. "Community College Enrollment, College Major, and the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 54(1), pages 163-181, October.
    35. Paul Miller, 2009. "The Gender Pay Gap in the US: Does Sector Make a Difference?," Journal of Labor Research, Springer, vol. 30(1), pages 52-74, March.
    36. T.D. Stanley & Stephen B. Jarrell, 1998. "Gender Wage Discrimination Bias? A Meta-Regression Analysis," Journal of Human Resources, University of Wisconsin Press, vol. 33(4), pages 947-973.
    37. Wood, Robert G & Corcoran, Mary E & Courant, Paul N, 1993. "Pay Differences among the Highly Paid: The Male-Female Earnings Gap in Lawyers' Salaries," Journal of Labor Economics, University of Chicago Press, vol. 11(3), pages 417-441, July.
    38. Donna K. Ginther & Shulamit Kahn, 2004. "Women in Economics: Moving Up or Falling Off the Academic Career Ladder?," Journal of Economic Perspectives, American Economic Association, vol. 18(3), pages 193-214, Summer.
    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. 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.
    2. Avinno Faruk, 2021. "Analysing the glass ceiling and sticky floor effects in Bangladesh: evidence, extent and elements," SN Business & Economics, Springer, vol. 1(9), pages 1-23, September.
    3. 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.
    4. 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.
    5. Myounghwan Kim & Kihong Park, 2023. "Glass ceiling or sticky floor? Evidence from a distributional approach of the gender wage gap among PhD holders in South Korea," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 37(1), pages 3-19, May.
    6. Kaya, Ezgi, 2019. "Gender wage gap across the quantiles:What is the role of firm segregation?," Cardiff Economics Working Papers E2019/7, Cardiff University, Cardiff Business School, Economics Section.
    7. 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.
    8. Margarita Kiryushina & Victor Rudakov, 2021. "The Gender Gap in Early-Career Wages of Universities' and Vocational Education Institutes' Graduates," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 2, pages 172-198.
    9. Astrid Kunze, 2008. "Gender wage gap studies: consistency and decomposition," Empirical Economics, Springer, vol. 35(1), pages 63-76, August.
    10. 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.
    11. 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.
    12. Doris Weichselbaumer & Juliane Ransmayr, 2022. "The role of sex segregation in the gender wage gap among university graduates in Germany," Economics working papers 2022-12, Department of Economics, Johannes Kepler University Linz, Austria.
    13. Кирюшина М. А. & Рудаков В. Н., 2021. "Гендерные Различия В Заработной Плате Выпускников Вузов И Учреждений Спо На Начальном Этапе Карьеры," Вопросы образования // Educational Studies Moscow, National Research University Higher School of Economics, issue 2, pages 172-198.
    14. Noe', Chiara, 2009. "Subject of degree and the gender wage gap: Evidence from Italy," MPRA Paper 47289, University Library of Munich, Germany.
    15. 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.
    16. Brahim Boudarbat & Marie Connolly, 2013. "The gender wage gap among recent post‐secondary graduates in Canada: a distributional approach," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 46(3), pages 1037-1065, August.
    17. Sloczynski, Tymon, 2013. "Population Average Gender Effects," IZA Discussion Papers 7315, Institute of Labor Economics (IZA).
    18. Collischon Matthias, 2019. "Is There a Glass Ceiling over Germany?," German Economic Review, De Gruyter, vol. 20(4), pages 329-359, December.
    19. Meghaan R. Lurtz & Derek T. Tharp & Katherine S. Mielitz & Michael Kitces & D. Allen Ammerman, 2020. "Decomposing the Gender Divorce Gap Among Personal Financial Planners," Journal of Family and Economic Issues, Springer, vol. 41(1), pages 19-36, March.
    20. Michaela Fuchs & Anja Rossen & Antje Weyh & Gabriele Wydra‐Somaggio, 2021. "Where do women earn more than men? Explaining regional differences in the gender pay gap," Journal of Regional Science, Wiley Blackwell, vol. 61(5), pages 1065-1086, November.

    More about this item

    Keywords

    gender wage gap; return on education; Oaxaca–Blinder decomposition; quantile decomposition;
    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

    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:bpj:bejeap:v:21:y:2021:i:3:p:1107-1148:n:7. 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: Peter Golla (email available below). General contact details of provider: https://www.degruyter.com .

    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.