IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp7174.html
   My bibliography  Save this paper

Do the Maths: An Analysis of the Gender Gap in Mathematics in Africa

Author

Listed:
  • Dickerson, Andy

    (University of Sheffield)

  • McIntosh, Steven

    (University of Sheffield)

  • Valente, Christine

    (University of Bristol)

Abstract

This paper uses microdata for 19 African countries to examine the gender difference in maths test scores amongst primary school children. There is a significant difference in maths test scores in favour of boys, similar to that previously observed in developed countries. This difference cannot be explained by gender differences in school quality, home environment, or within-school gender discrimination in access to schooling inputs. However, the gender gap varies widely with characteristics of the regions in which the pupils live, and these regional characteristics are more predictive of the gender gap than parental education and school characteristics, including teacher gender. At the cross-country level, differences in fertility rates account for nearly half the variation in the gender gap, and this relationship is not due to the correlation between fertility and GDP nor to gender inequality as measured by the Gender Gap Index.

Suggested Citation

  • Dickerson, Andy & McIntosh, Steven & Valente, Christine, 2013. "Do the Maths: An Analysis of the Gender Gap in Mathematics in Africa," IZA Discussion Papers 7174, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp7174
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp7174.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Chin, Aimee, 2005. "Can redistributing teachers across schools raise educational attainment? Evidence from Operation Blackboard in India," Journal of Development Economics, Elsevier, vol. 78(2), pages 384-405, December.
    2. Harounan Kazianga & Dan Levy & Leigh L. Linden & Matt Sloan, 2013. "The Effects of "Girl-Friendly" Schools: Evidence from the BRIGHT School Construction Program in Burkina Faso," American Economic Journal: Applied Economics, American Economic Association, vol. 5(3), pages 41-62, July.
    3. Appleton, Simon, 1995. "The Interaction between Poverty and Gender in Human Capital Accumulation: The Case of the Primary Leaving Examination in Cote d'Ivoire," Journal of African Economies, Centre for the Study of African Economies, vol. 4(2), pages 192-224, October.
    4. Enrico Spolaore & Romain Wacziarg, 2009. "The Diffusion of Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 469-529.
    5. Harounan Kazianga & Dan Levy & Leigh L. Linden & Matt Sloan, 2012. "The Effects of Girl-Friendly Schools: Evidence from the BRIGHT School Construction Program in Burkina Faso (Working Paper)," Mathematica Policy Research Reports 8ba0ba09bcc742b9806e2e9b9, Mathematica Policy Research.
    6. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    7. Bedard, Kelly & Cho, Insook, 2010. "Early gender test score gaps across OECD countries," Economics of Education Review, Elsevier, vol. 29(3), pages 348-363, June.
    8. Monazza Aslam & Geeta Gandhi Kingdon, 2008. "Gender and household education expenditure in Pakistan," Applied Economics, Taylor & Francis Journals, vol. 40(20), pages 2573-2591.
    9. Glewwe, Paul, 1996. "The relevance of standard estimates of rates of return to schooling for education policy: A critical assessment," Journal of Development Economics, Elsevier, vol. 51(2), pages 267-290, December.
    10. 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.
    11. 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.
    12. Dana Burde & Leigh L. Linden, 2012. "The Effect of Village-Based Schools: Evidence from a Randomized Controlled Trial in Afghanistan," NBER Working Papers 18039, National Bureau of Economic Research, Inc.
    13. repec:aer:wpaper:173 is not listed on IDEAS
    14. Esther Duflo, 2012. "Women Empowerment and Economic Development," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 1051-1079, December.
    15. 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.
    16. Harold Alderman & Jere R. Behrman & David R. Ross & Richard Sabot, 1996. "Decomposing the Gender Gap in Cognitive Skills in a Poor Rural Economy," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 229-254.
    17. 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.
    18. Sebastian Fehrler & Katharina Michaelowa & Annika Wechtler, 2009. "The Effectiveness of Inputs in Primary Education: Insights from Recent Student Surveys for Sub-Saharan Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 45(9), pages 1545-1578.
    19. repec:mpr:mprres:7466 is not listed on IDEAS
    20. Michaelowa, Katharina, 2001. "Primary Education Quality in Francophone Sub-Saharan Africa: Determinants of Learning Achievement and Efficiency Considerations," World Development, Elsevier, vol. 29(10), pages 1699-1716, October.
    21. repec:bla:econom:v:65:y:1998:i:258:p:263-84 is not listed on IDEAS
    22. Jolliffe, Dean, 1998. "Skills, Schooling, and Household Income in Ghana," The World Bank Economic Review, World Bank, vol. 12(1), pages 81-104, January.
    23. Glick, Peter, 2008. "What Policies will Reduce Gender Schooling Gaps in Developing Countries: Evidence and Interpretation," World Development, Elsevier, vol. 36(9), pages 1623-1646, September.
    24. Seema Jayachandran & Adriana Lleras-Muney, 2009. "Life Expectancy and Human Capital Investments: Evidence from Maternal Mortality Declines," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 349-397.
    25. Behrman, Jere R & Knowles, James C, 1999. "Household Income and Child Schooling in Vietnam," The World Bank Economic Review, World Bank, vol. 13(2), pages 211-256, 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. Friedman-Sokuler, Naomi & Justman, Moshe, 2016. "Gender streaming and prior achievement in high school science and mathematics," Economics of Education Review, Elsevier, vol. 53(C), pages 230-253.
    2. Lavy, Victor & Sand, Edith, 2018. "On the origins of gender gaps in human capital: Short- and long-term consequences of teachers' biases," Journal of Public Economics, Elsevier, vol. 167(C), pages 263-279.
    3. Moshe Justman & Susan J. Méndez, 2016. "Gendered Selection of STEM Subjects for Matriculation," Melbourne Institute Working Paper Series wp2016n10, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    4. Justman, Moshe & Méndez, Susan J., 2018. "Gendered choices of STEM subjects for matriculation are not driven by prior differences in mathematical achievement," Economics of Education Review, Elsevier, vol. 64(C), pages 282-297.
    5. Delaney, Judith M. & Devereux, Paul J., 2019. "Understanding gender differences in STEM: Evidence from college applications✰," Economics of Education Review, Elsevier, vol. 72(C), pages 219-238.
    6. Doris, Aedín & O’Neill, Donal & Sweetman, Olive, 2013. "Gender, single-sex schooling and maths achievement," Economics of Education Review, Elsevier, vol. 35(C), pages 104-119.
    7. Lavy, Victor & Sand, Edith, "undated". "On The Origins of Gender Human Capital Gaps: Short and Long Term Consequences of Teachers’ Stereotypical Biases," Economic Research Papers 270009, University of Warwick - Department of Economics.
    8. Lippmann, Quentin & Senik, Claudia, 2018. "Math, girls and socialism," Journal of Comparative Economics, Elsevier, vol. 46(3), pages 874-888.
    9. 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.
    10. 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.
    11. Muñoz, Juan Sebastián, 2018. "The economics behind the math gender gap: Colombian evidence on the role of sample selection," Journal of Development Economics, Elsevier, vol. 135(C), pages 368-391.
    12. Rodríguez-Planas, Núria & Nollenberger, Natalia, 2018. "Let the girls learn! It is not only about math … it's about gender social norms," Economics of Education Review, Elsevier, vol. 62(C), pages 230-253.
    13. Paul Glewwe, 2002. "Schools and Skills in Developing Countries: Education Policies and Socioeconomic Outcomes," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 436-482, June.
    14. Anghel, Brindusa & Rodríguez-Planas, Núria & Sanz-de-Galdeano, Anna, 2020. "Is the math gender gap associated with gender equality? Only in low-income countries," Economics of Education Review, Elsevier, vol. 79(C).
    15. Juanna Joensen, 2012. "Math and Gender: What if Girls Do Math?," 2012 Meeting Papers 992, Society for Economic Dynamics.
    16. Daniel Suryadarma, 2010. "Labor Market Returns, Marriage Opportunities, or the Education System? Explaining Gender Differences in Numeracy in Indonesia," CEPR Discussion Papers 644, Centre for Economic Policy Research, Research School of Economics, Australian National University.
    17. George Bethell, 2016. "Mathematics Education in Sub-Saharan Africa," World Bank Publications - Reports 25289, The World Bank Group.
    18. Glewwe, Paul, 2001. "Schools, Skills And Economic Development: Education Policies, Student Learning And Socioeconomic Outcomes In Developing Countries," Bulletins 12969, University of Minnesota, Economic Development Center.
    19. Gevrek, Z. Eylem & Gevrek, Deniz & Neumeier, Christian, 2020. "Explaining the gender gaps in mathematics achievement and attitudes: The role of societal gender equality," Economics of Education Review, Elsevier, vol. 76(C).
    20. 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.

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • I20 - Health, Education, and Welfare - - Education - - - General

    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:iza:izadps:dp7174. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.