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Do The Maths: An Analysis Of The Gender Gap In Mathematics In Africa

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  • Andy Dickerson
  • Steven McIntosh
  • Christine Valente

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 (in)equality as measured by the Gender Gap Index.

Suggested Citation

  • Andy Dickerson & Steven McIntosh & Christine Valente, 2013. "Do The Maths: An Analysis Of The Gender Gap In Mathematics In Africa," The Centre for Market and Public Organisation 13/300, The Centre for Market and Public Organisation, University of Bristol, UK.
    • Handle: RePEc:bri:cmpowp:13/300
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    Cited by:

    1. 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).
    2. Huong Thu Le & Ha Trong Nguyen, 2018. "The evolution of the gender test score gap through seventh grade: new insights from Australia using unconditional quantile regression and decomposition," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-42, December.
    3. Buhl-Wiggers, Julie & Jones, Sam & Thornton, Rebecca, 2021. "Boys lagging behind: Unpacking gender differences in academic achievement across East Africa," International Journal of Educational Development, Elsevier, vol. 83(C).
    4. Justine Herve & Subha Mani & Jere Behrman & Arindam Nandi & Anjana Sankhil Lamkang & Ramanan Laxminarayan, 2021. "Gender Gaps in Cognitive and Noncognitive Skills: Roles of SES and Gender Attitudes," PIER Working Paper Archive 21-007, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    5. Harounan Kazianga & Leigh Linden & Ali Protik & Matt Sloan, 2016. "The Medium-Term Impacts of Girl-Friendly Schools: Seven-Year Evidence from School Construction in Burkina Faso," Development Working Papers 406, Centro Studi Luca d'Agliano, University of Milano, revised 11 Nov 2016.
    6. Hendrik van Broekhuizen & Nic Spaull, 2017. "The ‘Martha Effect’: The compounding female advantage in South African higher education," Working Papers 14/2017, Stellenbosch University, Department of Economics.
    7. Hervé, Justine & Mani, Subha & Behrman, Jere R. & Nandi, Arindam & Lamkang, Anjana Sankhil & Laxminarayan, Ramanan, 2022. "Gender gaps in cognitive and noncognitive skills among adolescents in India," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 66-97.
    8. Rebekka Rühle, 2022. "Mind the gap – an analysis of gender differences in mathematics and science achievement in South Africa," Working Papers 04/2022, Stellenbosch University, Department of Economics.
    9. Mohammad Niaz Asadullah, Nazmul Chaudhury, 2013. "Primary Schooling, Student Learning, and School Quality in Rural Bangladesh-Working Paper 349," Working Papers 349, Center for Global Development.
    10. 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.
    11. Gevrek, Z. Eylem & Neumeier, Christian & Gevrek, Deniz, 2018. "Explaining the Gender Test Score Gap in Mathematics: The Role of Gender Inequality," IZA Discussion Papers 11260, Institute of Labor Economics (IZA).
    12. Nordman, Christophe Jalil & Sarr, Leopold & Sharma, Smriti, 2015. "Cognitive, Non-Cognitive Skills and Gender Wage Gaps: Evidence from Linked Employer-Employee Data in Bangladesh," IZA Discussion Papers 9132, Institute of Labor Economics (IZA).
    13. 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).
    14. 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.
    15. Kumar, Deepak & Choudhury, Pradeep Kumar, 2021. "Do private schools really produce more learning than public schools in India? Accounting for student’s school absenteeism and the time spent on homework," International Journal of Educational Development, Elsevier, vol. 83(C).
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    18. Romuald Foueka, 2020. "Analyse du différentiel de performances scolaires dans les pays PASEC sur la base de la régression quantile contrefactuelle," African Development Review, African Development Bank, vol. 32(4), pages 605-618, December.
    19. Garcia-Hernandez, Ana & Grossman, Guy & Michelitch, Kristin, 2022. "Gender gap in politician performance and its determinants," Ruhr Economic Papers 972, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    20. Chandan Jain, 2019. "Analysing Changes in Gender Difference in Learning in Rural India over Time," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(4), pages 913-935, December.
    21. Chris Desmond & Kathryn Watt & Sara Naicker & Jere Behrman & Linda Richter, 2024. "Girls' schooling is important but insufficient to promote equality for boys and girls in childhood and across the life course," Development Policy Review, Overseas Development Institute, vol. 42(1), January.
    22. Ho, Manh-Toan & La, Viet-Phuong & Nguyen, Minh-Hoang & Pham, Thanh-Hang & Vuong, Thu-Trang & Vuong, Ha-My & Pham, Hung-Hiep & Hoang, Anh-Duc & Vuong, Quan-Hoang, 2020. "An analytical view on STEM education and outcomes: Examples of the social gap and gender disparity in Vietnam," Children and Youth Services Review, Elsevier, vol. 119(C).
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    More about this item

    Keywords

    Cognitive maths skills; gender; Africa;
    All these 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
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

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