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South Africa’s Pro-Girl Gap in PIRLS and TIMSS: How Much Can Be Explained?

Author

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  • Heleen Hofmeyr

    (Research on Socio-Economic Policy (ReSEP), Department of Economics, Stellenbosch University)

Abstract

This paper analyses South Africa’s pro-girl gap in Grade 4 reading and Grade 5 mathematics achievement. I make use of Oaxaca-Blinder decomposition analysis to decompose the observed gender gaps into their explained and unexplained components, separately by school socio-economic quintile. Contributing to a growing body of evidence internationally that pro-girl gaps in education may be due to girls having better-developed non-cognitive skills than boys, I find that South African girls display more of the traits and behaviours that are associated with school achievement than boys. Interestingly, the results of the decomposition analysis suggest that these factors explain a larger proportion of the pro-girl gap in Grade 4 reading than Grade 5 mathematics. The results further indicate that although part of South Africa’s pro-girl gap in PIRLS and TIMSS is attributable to a female advantage in grade completion in the early grades, there is still much about South Africa’s pro-girl advantage in education that remains unexplained.

Suggested Citation

  • Heleen Hofmeyr, 2020. "South Africa’s Pro-Girl Gap in PIRLS and TIMSS: How Much Can Be Explained?," Working Papers 17/2020, Stellenbosch University, Department of Economics.
  • Handle: RePEc:sza:wpaper:wpapers352
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    References listed on IDEAS

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    1. Monica J. Grant & Jere R. Behrman, 2010. "Gender Gaps in Educational Attainment in Less Developed Countries," Population and Development Review, The Population Council, Inc., vol. 36(1), pages 71-89, March.
    2. Deborah A. Cobb-Clark & Julie Moschion, 2017. "Gender gaps in early educational achievement," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(4), pages 1093-1134, October.
    3. 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.
    4. Nicholas Spaull & Janeli Kotze, 2014. "Starting Behind and Staying Behind in South Africa: The case of insurmountable learning deficits in mathematics," Working Papers 27/2014, Stellenbosch University, Department of Economics.
    5. Nicola Branson & Clare Hofmeyr & David Lam, 2014. "Progress through school and the determinants of school dropout in South Africa," Development Southern Africa, Taylor & Francis Journals, vol. 31(1), pages 106-126, January.
    6. Andreoni, James & Di Girolamo, Amalia & List, John A. & Mackevicius, Claire & Samek, Anya, 2020. "Risk preferences of children and adolescents in relation to gender, cognitive skills, soft skills, and executive functions," Journal of Economic Behavior & Organization, Elsevier, vol. 179(C), pages 729-742.
    7. G. Gandhi Kingdon, 2002. "The Gender Gap in Educational Attainment in India: How Much Can Be Explained?," Journal of Development Studies, Taylor & Francis Journals, vol. 39(2), pages 25-53.
    8. Heckman, James J. & Kautz, Tim, 2012. "Hard evidence on soft skills," Labour Economics, Elsevier, vol. 19(4), pages 451-464.
    9. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    10. Brian A. Jacob, 2002. "Where the boys aren't: Non-cognitive skills, returns to school and the gender gap in higher education," NBER Working Papers 8964, National Bureau of Economic Research, Inc.
    11. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    12. David Autor & David Figlio & Krzysztof Karbownik & Jeffrey Roth & Melanie Wasserman, 2016. "School Quality and the Gender Gap in Educational Achievement," American Economic Review, American Economic Association, vol. 106(5), pages 289-295, May.
    13. Jacob, Brian A., 2002. "Where the boys aren't: non-cognitive skills, returns to school and the gender gap in higher education," Economics of Education Review, Elsevier, vol. 21(6), pages 589-598, December.
    14. Letizia Mencarini & Silvia Pasqua & Agnese Romiti, 2019. "Single-mother families and the gender gap in children’s time investment and non-cognitive skills," Review of Economics of the Household, Springer, vol. 17(1), pages 149-176, March.
    15. Ronelle Burger, 2011. "School effectiveness in Zambia: The origins of differences between rural and urban outcomes," Development Southern Africa, Taylor & Francis Journals, vol. 28(2), pages 157-176.
    16. Sunny, Bindu S. & Elze, Markus & Chihana, Menard & Gondwe, Levie & Crampin, Amelia C. & Munkhondya, Masoyaona & Kondowe, Scotch & Glynn, Judith R., 2017. "Failing to progress or progressing to fail? Age-for-grade heterogeneity and grade repetition in primary schools in Karonga district, northern Malawi," International Journal of Educational Development, Elsevier, vol. 52(C), pages 68-80.
    17. Menshawy Badr & Oliver Morrissey & Simon Appleton, 2012. "Gender differentials in maths test scores in Mena countries," Discussion Papers 12/04, University of Nottingham, CREDIT.
    18. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    19. Ben Jann, 2008. "A Stata implementation of the Blinder-Oaxaca decomposition," ETH Zurich Sociology Working Papers 5, ETH Zurich, Chair of Sociology, revised 14 May 2008.
    20. Spaull, Nicholas & Kotze, Janeli, 2015. "Starting behind and staying behind in South Africa," International Journal of Educational Development, Elsevier, vol. 41(C), pages 13-24.
    21. Dercon, Stefan & Singh, Abhijeet, 2013. "From Nutrition to Aspirations and Self-Efficacy: Gender Bias over Time among Children in Four Countries," World Development, Elsevier, vol. 45(C), pages 31-50.
    22. Miyako Ikeda & Emma García, 2014. "Grade repetition: A comparative study of academic and non-academic consequences," OECD Journal: Economic Studies, OECD Publishing, vol. 2013(1), pages 269-315.
    23. Debra Shepherd, 2013. "A question of efficiency: decomposing South African reading test scores using PIRLS 2006," Working Papers 20/2013, Stellenbosch University, Department of Economics.
    24. Servaas Van Der Berg & Heleen Hofmeyr, 2018. "Education in South Africa," World Bank Publications - Reports 30017, The World Bank Group.
    25. Evans,David & Yuan,Fei, 2019. "Equivalent Years of Schooling : A Metric to Communicate Learning Gains in Concrete Terms," Policy Research Working Paper Series 8752, The World Bank.
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    Cited by:

    1. 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.

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    More about this item

    Keywords

    gender; non-cognitive skills; literacy; numeracy;
    All these keywords.

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality

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