IDEAS home Printed from https://ideas.repec.org/p/cns/cnscwp/200715.html
   My bibliography  Save this paper

Gender Wage Differentials in Italy: a Structural Estimation Approach

Author

Listed:
  • G. Sulis

Abstract

This paper studies gender wage differentials by providing a maximum likelihood structural estimation of the frictional parameters of an equilibrium search model with on-the-job search and firm heterogeneity. In a second step, I also consider the role of discrimination. Results indicate higher level of search frictions for women, this result is confirmed by various robustness checks, and by different specification and estimation strategies. I also find that the resulting mapping from productivity to wages for men is highly non linear, while for women it is almost linear. Search, productivity, and discrimination play different roles in shaping the gender differential depending on the specification and estimation of the model.

Suggested Citation

  • G. Sulis, 2007. "Gender Wage Differentials in Italy: a Structural Estimation Approach," Working Paper CRENoS 200715, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    • Handle: RePEc:cns:cnscwp:200715
    as

    Download full text from publisher

    File URL: https://crenos.unica.it/crenos/node/264
    Download Restriction: no
    File URL: https://crenos.unica.it/crenos/sites/default/files/07-15.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Audra J. Bowlus & Zvi Eckstein, 2002. "Discrimination and Skill Differences in an Equilibrium Search Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1309-1345, November.
    2. Luca Flabbi, 2010. "Gender Discrimination Estimation In A Search Model With Matching And Bargaining," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(3), pages 745-783, August.
    3. Eckstein, Zvi & van den Berg, Gerard J., 2007. "Empirical labor search: A survey," Journal of Econometrics, Elsevier, vol. 136(2), pages 531-564, February.
    4. Bowlus, Audra J, 1997. "A Search Interpretation of Male-Female Wage Differentials," Journal of Labor Economics, University of Chicago Press, vol. 15(4), pages 625-657, October.
    5. Bontemps, Christian & Robin, Jean-Marc & van den Berg, Gerard J, 2000. "Equilibrium Search with Continuous Productivity Dispersion: Theory and Nonparametric Estimation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(2), pages 305-358, May.
    6. Bent Jesper Christensen & Rasmus Lentz & Dale T. Mortensen & George R. Neumann & Axel Werwatz, 2005. "On-the-Job Search and the Wage Distribution," Journal of Labor Economics, University of Chicago Press, vol. 23(1), pages 31-58, January.
    7. Gregory Jolivet & Fabien Postel-Vinay & Jean-Marc Robin, 2006. "The Empirical Content of the Job Search Model: Labor Mobility and Wage Distributions in Europe and the U.S.$," Contributions to Economic Analysis, in: Structural Models of Wage and Employment Dynamics, pages 269-308, Emerald Group Publishing Limited.
    8. Black, Dan A, 1995. "Discrimination in an Equilibrium Search Model," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 309-333, April.
    9. Flabbi, Luca, 2010. "Prejudice and gender differentials in the US labor market in the last twenty years," Journal of Econometrics, Elsevier, vol. 156(1), pages 190-200, May.
    10. Asa Rosen, 2003. "Search, Bargaining, and Employer Discrimination," Journal of Labor Economics, University of Chicago Press, vol. 21(4), pages 807-830, October.
    11. Cristian Bartolucci, 2013. "Gender Wage Gaps Reconsidered: A Structural Approach Using Matched Employer-Employee Data," Journal of Human Resources, University of Wisconsin Press, vol. 48(4), pages 998-1034.
    12. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium Wage Dispersion with Worker and Employer Heterogeneity," Econometrica, Econometric Society, vol. 70(6), pages 2295-2350, November.
    13. 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.
    14. 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.
    15. Sasaki, Masaru, 1999. "An Equilibrium Search Model with Coworker Discrimination," Journal of Labor Economics, University of Chicago Press, vol. 17(2), pages 377-407, April.
    16. Flabbi, Luca & Moro, Andrea, 2012. "The effect of job flexibility on female labor market outcomes: Estimates from a search and bargaining model," Journal of Econometrics, Elsevier, vol. 168(1), pages 81-95.
    17. Gerard J. van den Berg & Geert Ridder, 1998. "An Empirical Equilibrium Search Model of the Labor Market," Econometrica, Econometric Society, vol. 66(5), pages 1183-1222, September.
    18. Giovanni Sulis, 2008. "Wage Dispersion and Equilibrium Search Models: Some Evidence from Italy," LABOUR, CEIS, vol. 22(4), pages 593-627, December.
    19. van den Berg, Gerard J, 1999. "Empirical Inference with Equilibrium Search Models of the Labour Market," Economic Journal, Royal Economic Society, vol. 109(456), pages 283-306, June.
    20. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8grh35j2 is not listed on IDEAS
    21. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, April.
    22. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium Wage Dispersion with Worker and Employer Heterogeneity," Post-Print hal-03458567, HAL.
    23. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    24. Usui, Emiko & 臼井, 恵美子, 2012. "Gender Occupational Segregation in an Equilibrium Search Model," CIS Discussion paper series 560, Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University.
    25. Audra J. Bowlus & Louise Grogan, 2009. "Gender wage differentials, job search, and part-time employment in the UK," Oxford Economic Papers, Oxford University Press, vol. 61(2), pages 275-303, April.
    26. Burdett, Kenneth & Mortensen, Dale T, 1998. "Wage Differentials, Employer Size, and Unemployment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(2), pages 257-273, May.
    27. Geert Ridder & Gerard J. van den Berg, 2003. "Measuring Labor Market Frictions: A Cross-Country Comparison," Journal of the European Economic Association, MIT Press, vol. 1(1), pages 224-244, March.
    28. repec:hal:spmain:info:hdl:2441/dc0ckec3fcb29ms985085gkbp is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Giovanni Sulis, 2011. "What can monopsony explain of the gender wage differential in Italy?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 32(4), pages 446-470, July.
    2. 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.
    3. d'Agostino, Giorgio & Patriarca, Fabrizio & Pieroni, Luca & Scarlato, Margherita, 2020. "The perverse effects of hiring credits as a place-based policy: Evidence from Southern Italy," MPRA Paper 102240, University Library of Munich, Germany.
    4. Manuela Deidda & Adriana Di Liberto & Marta Foddi & Giovanni Sulis, 2015. "Employment subsidies, informal economy and women’s transition into work in a depressed area: evidence from a matching approach," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-25, December.
    5. 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.
    6. Marilena Furno, 2020. "Returns to Education and Gender Wage Gap Across Quantiles in Italy," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 12(2), pages 145-169, June.
    7. Alexander S. Kritikos & Mika Maliranta & Veera Nippala & Satu Nurmi, 2024. "Does gender of firm ownership matter? Female entrepreneurs and the gender pay gap," Journal of Population Economics, Springer;European Society for Population Economics, vol. 37(2), pages 1-31, June.
    8. Marcela Perticará & Mauricio Tejada, 2022. "Sources of gender wage gaps for skilled workers in Latin American countries," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(2), pages 439-463, June.
    9. Marilena Furno, 2014. "Returns to education and gender gap," International Review of Applied Economics, Taylor & Francis Journals, vol. 28(5), pages 628-649, September.

    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. Shaimaa Yassin, 2013. "Structural Labor Market Transitions and Wage Dispersion in Egypt and Jordan," Working Papers 753, Economic Research Forum, revised May 2013.
    2. Luca Flabbi, 2010. "Gender Discrimination Estimation In A Search Model With Matching And Bargaining," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(3), pages 745-783, August.
    3. Giovanni Sulis, 2008. "Wage Dispersion and Equilibrium Search Models: Some Evidence from Italy," LABOUR, CEIS, vol. 22(4), pages 593-627, December.
    4. Morchio, Iacopo & Moser, Christian, 2018. "The Gender Pay Gap: Micro Sources and Macro Consequences," MPRA Paper 99276, University Library of Munich, Germany, revised 24 Mar 2020.
    5. Boris Hirsch & Thorsten Schank & Claus Schnabel, 2010. "Differences in Labor Supply to Monopsonistic Firms and the Gender Pay Gap: An Empirical Analysis Using Linked Employer-Employee Data from Germany," Journal of Labor Economics, University of Chicago Press, vol. 28(2), pages 291-330, April.
    6. Tomi Kyyrä, 2007. "Estimating Equilibrium Search Models from Finnish Data," Finnish Economic Papers, Finnish Economic Association, vol. 20(2), pages 139-165, Autumn.
    7. Flabbi, Luca & Moro, Andrea, 2012. "The effect of job flexibility on female labor market outcomes: Estimates from a search and bargaining model," Journal of Econometrics, Elsevier, vol. 168(1), pages 81-95.
    8. Andreas Hornstein & Per Krusell & Giovanni L. Violante, 2011. "Frictional Wage Dispersion in Search Models: A Quantitative Assessment," American Economic Review, American Economic Association, vol. 101(7), pages 2873-2898, December.
    9. Nanos, Panagiotis & Schluter, Christian, 2014. "The composition of wage differentials between migrants and natives," European Economic Review, Elsevier, vol. 65(C), pages 23-44.
    10. Jesper Bagger & Morten Henningsen, 2008. "Job Durations and the Job Search Model: A Two-Country, Multi-Sample Analysis," Discussion Papers 553, Statistics Norway, Research Department.
    11. van den Berg, Gerard J. & van Vuuren, Aico, 2010. "The effect of search frictions on wages," Labour Economics, Elsevier, vol. 17(6), pages 875-885, December.
    12. Violante, Giovanni & Hornstein, Andreas, 2006. "Frictional Wage Dispersion in Search Models: A Quantitative Approach," CEPR Discussion Papers 5935, C.E.P.R. Discussion Papers.
    13. Zheng Fang & Chris Sakellariou, 2013. "Discrimination in the Equilibrium Search Model with Wage-Tenure Contracts," Annals of Economics and Finance, Society for AEF, vol. 14(2), pages 451-480, November.
    14. Niklas Engbom & Christian Moser, 2022. "Earnings Inequality and the Minimum Wage: Evidence from Brazil," American Economic Review, American Economic Association, vol. 112(12), pages 3803-3847, December.
    15. Naoki Aizawa & Hanming Fang, 2020. "Equilibrium Labor Market Search and Health Insurance Reform," Journal of Political Economy, University of Chicago Press, vol. 128(11), pages 4258-4336.
    16. Kai Liu, 2016. "Explaining the gender wage gap: Estimates from a dynamic model of job changes and hours changes," Quantitative Economics, Econometric Society, vol. 7(2), pages 411-447, July.
    17. Manuel Macera & Hitoshi Tsujiyama, 2018. "Frictional Labor Markets, Education Choices and Wage Inequality," 2018 Meeting Papers 827, Society for Economic Dynamics.
    18. Braun, Christine & Engelhardt, Bryan & Griffy, Benjamin & Rupert, Peter, 2020. "Testing the independence of job arrival rates and wage offers," Labour Economics, Elsevier, vol. 63(C).
    19. Emiko Usui, 2015. "Occupational gender segregation in an equilibrium search model," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-14, December.
    20. Boris Hirsch & Thorsten Schank & Claus Schnabel, 2008. "Differences in Labor Supply to Monopsonistic Firms and the Gender Pay Gap: An Empirical Analysis Using Linked Employer-Employee Data from Germany," Working Papers 1111, Princeton University, Department of Economics, Industrial Relations Section..

    More about this item

    Keywords

    gender wage differentials; equilibrium search; discrimination;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J41 - Labor and Demographic Economics - - Particular Labor Markets - - - Labor Contracts

    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:cns:cnscwp:200715. 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: CRENoS (email available below). General contact details of provider: https://edirc.repec.org/data/crenoit.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.