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Early Influences and the choice of college major: Can policies reduce the gender gap in scientific curricula (STEM)?

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  • Granato, Silvia

Abstract

I use rich administrative and survey data to analyse the determinants of the gender gap in STEM graduation rates among Italian college graduates. Results from both Gelbach and Oaxaca decompositions show that half of the gender gap in STEM graduation is attributed to the gender difference in maths and science content of the respective high school curricula. This finding indicates that in Italy the gender gap in STEM graduation has its roots in a gendered choice originating many years before and that effective interventions aimed at increasing girls’ interests in science and technology should be implemented at an early stage.

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  • Granato, Silvia, 2023. "Early Influences and the choice of college major: Can policies reduce the gender gap in scientific curricula (STEM)?," Journal of Policy Modeling, Elsevier, vol. 45(3), pages 494-521.
    • Handle: RePEc:eee:jpolmo:v:45:y:2023:i:3:p:494-521
    DOI: 10.1016/j.jpolmod.2023.04.006
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    1. Pascual, Marta, 2009. "Intergenerational income mobility: The transmission of socio-economic status in Spain," Journal of Policy Modeling, Elsevier, vol. 31(6), pages 835-846, November.
    2. Jonah B. Gelbach, 2016. "When Do Covariates Matter? And Which Ones, and How Much?," Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 509-543.
    3. Speer, Jamin D., 2017. "The gender gap in college major: Revisiting the role of pre-college factors," Labour Economics, Elsevier, vol. 44(C), pages 69-88.
    4. Lina Anaya & Frank Stafford & Gema Zamarro, 2022. "Gender gaps in math performance, perceived mathematical ability and college STEM education: the role of parental occupation," Education Economics, Taylor & Francis Journals, vol. 30(2), pages 113-128, March.
    5. Michela Braga & Daniele Checchi, 2008. "Closing the Gender Gap? Life Competences and Social Environment," Rivista di Politica Economica, SIPI Spa, vol. 98(5), pages 155-198, September.
    6. George A. Akerlof & Rachel E. Kranton, 2002. "Identity and Schooling: Some Lessons for the Economics of Education," Journal of Economic Literature, American Economic Association, vol. 40(4), pages 1167-1201, December.
    7. Astorne-Figari, Carmen & Speer, Jamin D., 2018. "Drop out, switch majors, or persist? The contrasting gender gaps," Economics Letters, Elsevier, vol. 164(C), pages 82-85.
    8. Agasisti, Tommaso & Cordero-Ferrera, Jose M., 2013. "Educational disparities across regions: A multilevel analysis for Italy and Spain," Journal of Policy Modeling, Elsevier, vol. 35(6), pages 1079-1102.
    9. Mattia Cattaneo & Paolo Malighetti & Michele Meoli & Stefano Paleari, 2017. "University spatial competition for students: the Italian case," Regional Studies, Taylor & Francis Journals, vol. 51(5), pages 750-764, May.
    10. Jiang, Xuan, 2021. "Women in STEM: Ability, preference, and value," Labour Economics, Elsevier, vol. 70(C).
    11. Natalia Nollenberger & Núria Rodríguez-Planas & Almudena Sevilla, 2016. "The Math Gender Gap: The Role of Culture," American Economic Review, American Economic Association, vol. 106(5), pages 257-261, May.
    12. Kimberlee Shauman & Yu Xie, 1996. "Geographic mobility of scientists: Sex differences and family constraints," Demography, Springer;Population Association of America (PAA), vol. 33(4), pages 455-468, November.
    13. David Card & A. Abigail Payne, 2021. "High School Choices And The Gender Gap In Stem," Economic Inquiry, Western Economic Association International, vol. 59(1), pages 9-28, January.
    14. Black, Sandra E. & Devereux, Paul J., 2011. "Recent Developments in Intergenerational Mobility," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 16, pages 1487-1541, Elsevier.
    15. Winters, John V., 2014. "STEM graduates, human capital externalities, and wages in the U.S," Regional Science and Urban Economics, Elsevier, vol. 48(C), pages 190-198.
    16. Chise Diana & Fort Margherita & Monfardini Chiara, 2021. "On the Intergenerational Transmission of STEM Education among Graduate Students," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 21(1), pages 115-145, January.
    17. Farré, Lídia & Ortega, Francesc, 2021. "Family Ties, Geographic Mobility and the Gender Gap in Academic Aspirations," IZA Discussion Papers 14561, Institute of Labor Economics (IZA).
    18. Ferraro, Simona & Põder, Kaire, 2018. "School-level policies and the efficiency and equity trade-off in education," Journal of Policy Modeling, Elsevier, vol. 40(5), pages 1022-1037.
    19. Giovanni Peri & Kevin Shih & Chad Sparber, 2016. "STEM Workers, H-1B Visas, and Productivity in US Cities," World Scientific Book Chapters, in: The Economics of International Migration, chapter 9, pages 277-307, World Scientific Publishing Co. Pte. Ltd..
    20. Guy Tchuente, 2016. "High School Human Capital Portfolio and College Outcomes," Journal of Human Capital, University of Chicago Press, vol. 10(3), pages 267-302.
    21. Legewie, Joscha & DiPrete, Thomas A., 2014. "Pathways to Science and Engineering Bachelor’s Degrees for Men and Women," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 1, pages 41-48.
    22. Machin, Stephen & Puhani, Patrick A., 2003. "Subject of degree and the gender wage differential: evidence from the UK and Germany," Economics Letters, Elsevier, vol. 79(3), pages 393-400, June.
    23. Nicola Francesco Dotti & Ugo Fratesi & Camilla Lenzi & Marco Percoco, 2014. "Local labour market conditions and the spatial mobility of science and technology university students: evidence from Italy," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 34(2), pages 119-137, October.
    24. Aderonke Osikominu & Volker Grossmann & Marius Osterfeld, 2020. "Sociocultural background and choice of STEM majors at university," Oxford Economic Papers, Oxford University Press, vol. 72(2), pages 347-369.
    25. Aina, Carmen & Nicoletti, Cheti, 2018. "The intergenerational transmission of liberal professions," Labour Economics, Elsevier, vol. 51(C), pages 108-120.
    26. Bordón, Paola & Canals, Catalina & Mizala, Alejandra, 2020. "The gender gap in college major choice in Chile," Economics of Education Review, Elsevier, vol. 77(C).
    27. Speer, Jamin D., 2021. "Bye Bye Ms. American Sci: Women and the Leaky STEM Pipeline," IZA Discussion Papers 14676, Institute of Labor Economics (IZA).
    28. Michael A. Gottfried & Robert Bozick, 2016. "Supporting the STEM Pipeline: Linking Applied STEM Course-Taking in High School to Declaring a STEM Major in College," Education Finance and Policy, MIT Press, vol. 11(2), pages 177-202, Spring.
    29. Devereux, Paul J. & Delaney, Judith, 2019. "Understanding Gender Differences in STEM: Evidence from College Applications," CEPR Discussion Papers 13558, C.E.P.R. Discussion Papers.
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    More about this item

    Keywords

    STEM; Education; Gender;
    All these keywords.

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

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