[go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/p/tin/wpaper/20180086.html
   My bibliography  Save this paper

Biology and the gender gap in educational performance - The role of prenatal testosterone in test scores

Author

Listed:
  • Anne (A.C.) Gielen

    (Erasmus University Rotterdam, IZA)

  • Esmee Zwiers

    (Erasmus University Rotterdam)

Abstract
This paper explores the contribution of biological factors in explaining gender differences in educational performance, with a particular focus on the role of prenatal testosterone. We exploit the fact that prenatal testosterone is hypothesized to transfer in-utero from a male twin to his twin sibling causing exogenous variation in exposure to prenatal testosterone in twins. By using Dutch administrative data and controlling for potential socialization effects, we find that girls with a twin brother score 7% of a standard deviation lower on math compared to girls with a twin sister. Adherence to traditional gender norms can explain this finding, implying that our results are not just driven by biology but materialize depending on environmental factors.

Suggested Citation

  • Anne (A.C.) Gielen & Esmee Zwiers, 2018. "Biology and the gender gap in educational performance - The role of prenatal testosterone in test scores," Tinbergen Institute Discussion Papers 18-086/V, Tinbergen Institute.
    • Handle: RePEc:tin:wpaper:20180086
    as

    Download full text from publisher

    File URL: https://papers.tinbergen.nl/18086.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Rosenzweig, Mark R & Wolpin, Kenneth I, 1980. "Life-Cycle Labor Supply and Fertility: Causal Inferences from Household Models," Journal of Political Economy, University of Chicago Press, vol. 88(2), pages 328-348, April.
    2. Peter, Noemi & Lundborg, Petter & Webbink, Dinand, 2015. "The Effect of a Sibling's Gender on Earnings, Education and Family Formation," IZA Discussion Papers 9128, Institute of Labor Economics (IZA).
    3. Anders Björklund & Mikael Lindahl & Erik Plug, 2006. "The Origins of Intergenerational Associations: Lessons from Swedish Adoption Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(3), pages 999-1028.
    4. Marianne Bertrand & Jessica Pan, 2013. "The Trouble with Boys: Social Influences and the Gender Gap in Disruptive Behavior," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 32-64, January.
    5. Huzeyfe Torun & Semih Tumen, 2017. "The empirical content of season-of-birth effects: An investigation with Turkish data," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 37(57), pages 1825-1860.
    6. Lippmann, Quentin & Senik, Claudia, 2018. "Math, girls and socialism," Journal of Comparative Economics, Elsevier, vol. 46(3), pages 874-888.
    7. repec:dgr:uvatin:20110046 is not listed on IDEAS
    8. Victoria Chorny & Dinand Webbink, 2010. "The effect of accountability policies in primary education in Amsterdam," CPB Discussion Paper 144, CPB Netherlands Bureau for Economic Policy Analysis.
    9. Quentin Lippmann & Claudia Senik, 2018. "Math, Girls and Socialism," Working Papers halshs-01387272, HAL.
    10. 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.
    11. Joseph G. Altonji, 1995. "The Effects of High School Curriculum on Education and Labor Market Outcomes," Journal of Human Resources, University of Wisconsin Press, vol. 30(3), pages 409-438.
    12. Carneiro, Pedro & Heckman, James J., 2003. "Human Capital Policy," IZA Discussion Papers 821, Institute of Labor Economics (IZA).
    13. Björklund, Anders & Jäntti, Markus, 2012. "How important is family background for labor-economic outcomes?," Labour Economics, Elsevier, vol. 19(4), pages 465-474.
    14. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    15. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
    16. Scholte, Robert S. & van den Berg, Gerard J. & Lindeboom, Maarten, 2015. "Long-run effects of gestation during the Dutch Hunger Winter famine on labor market and hospitalization outcomes," Journal of Health Economics, Elsevier, vol. 39(C), pages 17-30.
    17. Quentin Lippmann & Claudia Senik, 2018. "Math, girls and socialism," PSE-Ecole d'économie de Paris (Postprint) halshs-01886562, HAL.
    18. Joseph G. Altonji & Erica Blom & Costas Meghir, 2012. "Heterogeneity in Human Capital Investments: High School Curriculum, College Major, and Careers," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 185-223, July.
    19. Juanna Schrøter Joensen & Helena Skyt Nielsen, 2009. "Is there a Causal Effect of High School Math on Labor Market Outcomes?," Journal of Human Resources, University of Wisconsin Press, vol. 44(1).
    20. James J. Heckman, 2008. "Schools, Skills, And Synapses," Economic Inquiry, Western Economic Association International, vol. 46(3), pages 289-324, July.
    21. 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.
    22. Jeffrey A. Flory & Andreas Leibbrandt & John A. List, 2015. "Do Competitive Workplaces Deter Female Workers? A Large-Scale Natural Field Experiment on Job Entry Decisions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(1), pages 122-155.
    23. Francine D. Blau & Lawrence M. Kahn & Peter Brummund & Jason Cook & Miriam Larson-Koester, 2020. "Is there still son preference in the United States?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(3), pages 709-750, July.
    24. Brenøe, Anne Ardila & Lundberg, Shelly, 2018. "Gender gaps in the effects of childhood family environment: Do they persist into adulthood?," European Economic Review, Elsevier, vol. 109(C), pages 42-62.
    25. Angrist, Joshua D & Evans, William N, 1998. "Children and Their Parents' Labor Supply: Evidence from Exogenous Variation in Family Size," American Economic Review, American Economic Association, vol. 88(3), pages 450-477, June.
    26. Roland G. Fryer & Steven D. Levitt, 2010. "An Empirical Analysis of the Gender Gap in Mathematics," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 210-240, April.
    27. Buser, Thomas, 2012. "Digit ratios, the menstrual cycle and social preferences," Games and Economic Behavior, Elsevier, vol. 76(2), pages 457-470.
    28. Thomas Buser & Muriel Niederle & Hessel Oosterbeek, 2014. "Gender, Competitiveness, and Career Choices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1409-1447.
    29. Evren Ors & Frédéric Palomino & Eloïc Peyrache, 2013. "Performance Gender Gap: Does Competition Matter?," Journal of Labor Economics, University of Chicago Press, vol. 31(3), pages 443-499.
    30. Gijsbert Stoet & David C Geary, 2013. "Sex Differences in Mathematics and Reading Achievement Are Inversely Related: Within- and Across-Nation Assessment of 10 Years of PISA Data," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-10, March.
    31. Devin G. Pope & Justin R. Sydnor, 2010. "Geographic Variation in the Gender Differences in Test Scores," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 95-108, Spring.
    32. Bhalotra, Sonia & Clarke, Damian, 2016. "The twin instrument," ISER Working Paper Series 2016-17, Institute for Social and Economic Research.
    33. David Autor & David Figlio & Krzysztof Karbownik & Jeffrey Roth & Melanie Wasserman, 2019. "Family Disadvantage and the Gender Gap in Behavioral and Educational Outcomes," American Economic Journal: Applied Economics, American Economic Association, vol. 11(3), pages 338-381, July.
    34. Uri Gneezy & Aldo Rustichini, 2004. "Gender and Competition at a Young Age," American Economic Review, American Economic Association, vol. 94(2), pages 377-381, May.
    35. Anne Ardila Brenøe, 2018. "Origins of gender norms: sibling gender composition and women's choice of occupation and partner," ECON - Working Papers 294, Department of Economics - University of Zurich.
    36. Knudsen, Eric I. & Heckman, James J. & Cameron, Judy L. & Shonkoff, Jack P., 2006. "Economic, Neurobiological and Behavioral Perspectives on Building America's Future Workforce," IZA Discussion Papers 2190, Institute of Labor Economics (IZA).
    37. Joseph Price, 2008. "Parent-Child Quality Time: Does Birth Order Matter?," Journal of Human Resources, University of Wisconsin Press, vol. 43(1).
    38. Douglas Almond & Janet Currie, 2011. "Killing Me Softly: The Fetal Origins Hypothesis," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 153-172, Summer.
    39. Claudia Goldin & Lawrence F. Katz & Ilyana Kuziemko, 2006. "The Homecoming of American College Women: The Reversal of the College Gender Gap," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 133-156, Fall.
    40. Joyce P. Jacobsen & James Wishart Pearce III & Joshua L. Rosenbloom, 1999. "The Effects of Childbearing on Married Women's Labor Supply and Earnings: Using Twin Births as a Natural Experiment," Journal of Human Resources, University of Wisconsin Press, vol. 34(3), pages 449-474.
    41. Ellen Garbarino & Robert Slonim & Justin Sydnor, 2011. "Digit ratios (2D:4D) as predictors of risky decision making for both sexes," Journal of Risk and Uncertainty, Springer, vol. 42(1), pages 1-26, February.
    42. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    43. Cools, Angela & Patacchini, Eleonora, 2017. "Sibling Gender Composition and Women's Wages," IZA Discussion Papers 11001, Institute of Labor Economics (IZA).
    44. Gordon B. Dahl & Enrico Moretti, 2008. "The Demand for Sons," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(4), pages 1085-1120.
    45. Almond, Douglas & Currie, Janet, 2011. "Human Capital Development before Age Five," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 15, pages 1315-1486, Elsevier.
    46. Glenn Ellison & Ashley Swanson, 2010. "The Gender Gap in Secondary School Mathematics at High Achievement Levels: Evidence from the American Mathematics Competitions," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 109-128, Spring.
    47. Muriel Niederle & Lise Vesterlund, 2010. "Explaining the Gender Gap in Math Test Scores: The Role of Competition," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 129-144, Spring.
    48. Prashant Bharadwaj & Giacomo De Giorgi & David Hansen & Christopher Neilson, 2015. "The gender gap in mathematics: evidence from a middle-income country," Staff Reports 721, Federal Reserve Bank of New York.
    49. Claudia Goldin, 2014. "A Grand Gender Convergence: Its Last Chapter," American Economic Review, American Economic Association, vol. 104(4), pages 1091-1119, April.
    50. Anne C. Gielen & Jessica Holmes & Caitlin Myers, 2016. "Prenatal Testosterone and the Earnings of Men and Women," Journal of Human Resources, University of Wisconsin Press, vol. 51(1), pages 30-61.
    51. Junjian Yi & James J. Heckman & Junsen Zhang & Gabriella Conti, 2015. "Early Health Shocks, Intra†household Resource Allocation and Child Outcomes," Economic Journal, Royal Economic Society, vol. 125(588), pages 347-371, November.
    52. Eckel, Catherine C. & Grossman, Philip J., 2008. "Men, Women and Risk Aversion: Experimental Evidence," Handbook of Experimental Economics Results, in: Charles R. Plott & Vernon L. Smith (ed.), Handbook of Experimental Economics Results, edition 1, volume 1, chapter 113, pages 1061-1073, Elsevier.
    53. Buser, Thomas, 2012. "The impact of the menstrual cycle and hormonal contraceptives on competitiveness," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 1-10.
    54. Bronars, Stephen G & Grogger, Jeff, 1994. "The Economic Consequences of Unwed Motherhood: Using Twin Births as a Natural Experiment," American Economic Review, American Economic Association, vol. 84(5), pages 1141-1156, December.
    55. Uri Gneezy & Muriel Niederle & Aldo Rustichini, 2003. "Performance in Competitive Environments: Gender Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1049-1074.
    56. Jeffrey A. Flory & Andreas Leibbrandt & John A. List, 2010. "Do Competitive Work Places Deter Female Workers? A Large-Scale Natural Field Experiment on Gender Differences in Job-Entry Decisions," NBER Working Papers 16546, National Bureau of Economic Research, Inc.
    57. Prashant Bharadwaj & Juan Pedro Eberhard & Christopher A. Neilson, 2018. "Health at Birth, Parental Investments, and Academic Outcomes," Journal of Labor Economics, University of Chicago Press, vol. 36(2), pages 349-394.
    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. Sara Rellstab, 2024. "Gender norms and the child penalty: evidence from the Dutch bible belt," Applied Economics, Taylor & Francis Journals, vol. 56(45), pages 5428-5441, September.
    2. Delprato, Marcos, 2022. "Educational gender gap in sub-Saharan Africa: Does the estimation method matter? A comparison using a sample of opposite sex twins," International Journal of Educational Development, Elsevier, vol. 95(C).

    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. Lippmann, Quentin & Senik, Claudia, 2018. "Math, girls and socialism," Journal of Comparative Economics, Elsevier, vol. 46(3), pages 874-888.
    2. Rodríguez-Planas, Nuria & Sanz-de-Galdeano, Anna & Terskaya, Anastasia, 2022. "Gender norms in high school: Impacts on risky behaviors from adolescence to adulthood," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 429-456.
    3. Ingvild Almås & Alexander W. Cappelen & Kjell G. Salvanes & Erik Ø. Sørensen & Bertil Tungodden, 2016. "Willingness to Compete: Family Matters," Management Science, INFORMS, vol. 62(8), pages 2149-2162, August.
    4. Dilmaghani, Maryam, 2021. "The gender gap in competitive chess across countries: Commanding queens in command economies," Journal of Comparative Economics, Elsevier, vol. 49(2), pages 425-441.
    5. Eber, Nicolas & François, Abel & Weill, Laurent, 2021. "Gender, age, and attitude toward competition," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 668-690.
    6. Silvia Saccardo & Aniela Pietrasz & Uri Gneezy, 2018. "On the Size of the Gender Difference in Competitiveness," Management Science, INFORMS, vol. 64(4), pages 1541-1554, April.
    7. Carpenter, Jeffrey & Frank, Rachel & Huet-Vaughn, Emiliano, 2018. "Gender differences in interpersonal and intrapersonal competitive behavior," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 77(C), pages 170-176.
    8. Cassar, Alessandra & Zhang, Y. Jane, 2022. "The competitive woman: Evolutionary insights and cross-cultural evidence into finding the Femina Economica," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 447-471.
    9. Quentin Lippmann & Claudia Senik, 2018. "Math, Girls and Socialism," Working Papers halshs-01387272, HAL.
    10. Anna Dreber & Emma Essen & Eva Ranehill, 2014. "Gender and competition in adolescence: task matters," Experimental Economics, Springer;Economic Science Association, vol. 17(1), pages 154-172, March.
    11. Josep Amer-Mestre and Agnès Charpin, 2022. "Gender Differences in Early Occupational Choices: Evidence from Medical Specialty Selection," Economics Working Papers EUI ECO 2022/01, European University Institute.
    12. Fang,Sheng & Goh,Chorching & Roberts,Mark & Xu,L. Colin & Zeufack,Albert G., 2020. "Female Business Leaders, Business and Cultural Environment, and Productivity around the World," Policy Research Working Paper Series 9275, The World Bank.
    13. De Paola, Maria & Gioia, Francesca & Scoppa, Vincenzo, 2015. "Are females scared of competing with males? Results from a field experiment," Economics of Education Review, Elsevier, vol. 48(C), pages 117-128.
    14. Di Tommaso, Maria Laura & Contini, Dalit & De Rosa, Dalila & Ferrara, Francesca & Piazzalunga, Daniela & Robutti, Ornella, 2024. "Tackling the gender gap in mathematics with active learning methodologies," Economics of Education Review, Elsevier, vol. 100(C).
    15. Marianne Bertrand, 2018. "Coase Lecture – The Glass Ceiling," Economica, London School of Economics and Political Science, vol. 85(338), pages 205-231, April.
    16. Johnsen, Åshild A. & Finseraas, Henning & Hanson, Torbjørn & Kotsadam, Andreas, 2023. "The malleability of competitive preferences," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 104(C).
    17. Pedro Bordalo & Katherine Coffman & Nicola Gennaioli & Andrei Shleifer, 2016. "Stereotypes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1753-1794.
      • Pedro Bordalo & Katherine Coffman & Nicola Gennaioli & Andrei Shleifer, "undated". "Stereotypes," Working Paper 373306, Harvard University OpenScholar.
      • Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2014. "Stereotypes," NBER Working Papers 20106, National Bureau of Economic Research, Inc.
      • Pedro Bordalo & Katherine Coffman & Nicola Gennaioli & Andrei Shleifer, "undated". "Stereotypes," Working Paper 467407, Harvard University OpenScholar.
      • Pedro Bordalo & Katherine Coffman & Nicola Gennaioli & Andrei Shleifer, 2014. "Stereotypes," Working Paper 200246, Harvard University OpenScholar.
    18. Azmat, Ghazala & Petrongolo, Barbara, 2014. "Gender and the labor market: What have we learned from field and lab experiments?," Labour Economics, Elsevier, vol. 30(C), pages 32-40.
    19. Boring, Anne & Brown, Jennifer, 2024. "Gender and choices in higher education," Economics of Education Review, Elsevier, vol. 99(C).
    20. Louis-Philippe Morin, 2015. "Do Men and Women Respond Differently to Competition? Evidence from a Major Education Reform," Journal of Labor Economics, University of Chicago Press, vol. 33(2), pages 443-491.

    More about this item

    Keywords

    gender performance gap; twins; prenatal testosterone;
    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

    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:tin:wpaper:20180086. 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: Tinbergen Office +31 (0)10-4088900 (email available below). General contact details of provider: https://edirc.repec.org/data/tinbenl.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.