IDEAS home Printed from https://ideas.repec.org/p/sza/wpaper/wpapers287.html
   My bibliography  Save this paper

Gender, Self-concept and Mathematics and Science Performance of South African Grade 9 Students

Author

Listed:
  • Debra Lynne Shepherd

    (Department of Economics, Stellenbosch University)

Abstract

Despite improvements over the past decade, South African women continue to be underrepresented in tertiary studies and professional careers in the fields of science, technology, engineering and math. This has implications not only for economic development and growth, but also for social inequality as women continue to have lower access to higher paying employment opportunities. Using data from the Trends in Mathematics and Science Study of 2011, this paper finds that whilst grade 9 girls in the poorest 80% of South African schools experience no difference in domain-specific performance, self-concept and motivation, girls in the wealthiest subset of schools are found to significantly underperform in both subjects, as well as possess lower self-concept and motivation, and higher anxiety. Teacher gender and education are shown to correlate with these results; specifically, female teachers with math backgrounds negatively influence girls’ performances in wealthy schools. This is argued to be in keeping with stereotype threat theory (Steele, 2003) whereby women that are highly identified with math are subject to greater anxiety and concern over their performance. The relative difference in the performance of girls taught by a female versus a male teacher compared to the performance of boys is smaller when exposed to teachers with education training, suggesting that classroom methodology plays a role in the attainment of girls. Student fixed effects estimation reveals that the teacher characteristics mentioned above play important roles for moderating the relationship between student self-concept and performance of boys and girls.

Suggested Citation

  • Debra Lynne Shepherd, 2017. "Gender, Self-concept and Mathematics and Science Performance of South African Grade 9 Students," Working Papers 11/2017, Stellenbosch University, Department of Economics.
  • Handle: RePEc:sza:wpaper:wpapers287
    as

    Download full text from publisher

    File URL: https://www.ekon.sun.ac.za/wpapers/2017/wp112017/wp112017.pdf
    File Function: First version, 2017
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Winters, Marcus A. & Haight, Robert C. & Swaim, Thomas T. & Pickering, Katarzyna A., 2013. "The effect of same-gender teacher assignment on student achievement in the elementary and secondary grades: Evidence from panel data," Economics of Education Review, Elsevier, vol. 34(C), pages 69-75.
    2. Thomas S. Dee, 2005. "A Teacher Like Me: Does Race, Ethnicity, or Gender Matter?," American Economic Review, American Economic Association, vol. 95(2), pages 158-165, May.
    3. Thomas S. Dee, 2007. "Teachers and the Gender Gaps in Student Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 42(3).
    4. Ronald G. Ehrenberg & Daniel D. Goldhaber & Dominic J. Brewer, 1995. "Do Teachers' Race, Gender, and Ethnicity Matter? Evidence from the National Educational Longitudinal Study of 1988," ILR Review, Cornell University, ILR School, vol. 48(3), pages 547-561, April.
    5. Thomas S. Dee, 2004. "Teachers, Race, and Student Achievement in a Randomized Experiment," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 195-210, February.
    6. Eric A. Hanushek & Steven G. Rivkin, 2010. "Generalizations about Using Value-Added Measures of Teacher Quality," American Economic Review, American Economic Association, vol. 100(2), pages 267-271, May.
    7. Thomas J. Kane & Eric S. Taylor & John H. Tyler & Amy L. Wooten, 2011. "Identifying Effective Classroom Practices Using Student Achievement Data," Journal of Human Resources, University of Wisconsin Press, vol. 46(3), pages 587-613.
    8. Heather Antecol & Ozkan Eren & Serkan Ozbeklik, 2015. "The Effect of Teacher Gender on Student Achievement in Primary School," Journal of Labor Economics, University of Chicago Press, vol. 33(1), pages 63-89.
    9. Charles T. Clotfelter & Helen F. Ladd & Jacob L. Vigdor, 2010. "Teacher Credentials and Student Achievement in High School: A Cross-Subject Analysis with Student Fixed Effects," Journal of Human Resources, University of Wisconsin Press, vol. 45(3).
    10. Clotfelter, Charles T. & Ladd, Helen F. & Vigdor, Jacob L., 2007. "Teacher credentials and student achievement: Longitudinal analysis with student fixed effects," Economics of Education Review, Elsevier, vol. 26(6), pages 673-682, December.
    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. 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.

    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. Gershenson, Seth & Holt, Stephen B. & Papageorge, Nicholas W., 2015. "Who Believes in Me? The Effect of Student-Teacher Demographic Match on Teacher Expectations," IZA Discussion Papers 9202, Institute of Labor Economics (IZA).
    2. Antecol, Heather & Eren, Ozkan & Ozbeklik, Serkan, 2012. "The Effect of Teacher Gender on Student Achievement in Primary School: Evidence from a Randomized Experiment," IZA Discussion Papers 6453, Institute of Labor Economics (IZA).
    3. Kelvin K. C. Seah, 2021. "Do you speak my language? The effect of sharing a teacher's native language on student achievement," Southern Economic Journal, John Wiley & Sons, vol. 88(1), pages 245-273, July.
    4. Puhani, Patrick A., 2018. "Do boys benefit from male teachers in elementary school? Evidence from administrative panel data," Labour Economics, Elsevier, vol. 51(C), pages 340-354.
    5. Chu, Jessica Hsiaochieh & Loyalka, Prashant & Chu, James & Qu, Qinghe & Shi, Yaojiang & Li, Guirong, 2015. "The impact of teacher credentials on student achievement in China," China Economic Review, Elsevier, vol. 36(C), pages 14-24.
    6. Metzler, Johannes & Woessmann, Ludger, 2012. "The impact of teacher subject knowledge on student achievement: Evidence from within-teacher within-student variation," Journal of Development Economics, Elsevier, vol. 99(2), pages 486-496.
    7. Johan Coenen & Ilja Cornelisz & Wim Groot & Henriette Maassen van den Brink & Chris Van Klaveren, 2018. "Teacher Characteristics And Their Effects On Student Test Scores: A Systematic Review," Journal of Economic Surveys, Wiley Blackwell, vol. 32(3), pages 848-877, July.
    8. Daniel Santín & Gabriela Sicilia, 2018. "Using DEA for measuring teachers’ performance and the impact on students’ outcomes: evidence for Spain," Journal of Productivity Analysis, Springer, vol. 49(1), pages 1-15, February.
    9. Holt, Stephen B. & Papageorge, Nicholas W., 2016. "Who believes in me? The effect of student–teacher demographic match on teacher expectationsAuthor-Name: Gershenson, Seth," Economics of Education Review, Elsevier, vol. 52(C), pages 209-224.
    10. Karthik Muralidharan & Ketki Sheth, 2016. "Bridging Education Gender Gaps in Developing Countries: The Role of Female Teachers," Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 269-297.
    11. Allison Atteberry & Susanna Loeb & James Wyckoff, 2013. "Do First Impressions Matter? Improvement in Early Career Teacher Effectiveness," NBER Working Papers 19096, National Bureau of Economic Research, Inc.
    12. Nina Drange & Marte Rønning, 2017. "Child care center staff composition and early child development," Discussion Papers 870, Statistics Norway, Research Department.
    13. Seah, Kelvin KC, 2018. "Immigrant educators and students’ academic achievement," Labour Economics, Elsevier, vol. 51(C), pages 152-169.
    14. Eble, Alex & Hu, Feng, 2020. "Child beliefs, societal beliefs, and teacher-student identity match," Economics of Education Review, Elsevier, vol. 77(C).
    15. Nadir Altinok & Manos Antoninis & Phu Nguyen-Van, 2017. "Smarter Teachers, Smarter Pupils? Some New Evidence from Sub-Saharan Africa," Working Papers of BETA 2017-35, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    16. Lusher, Lester & Campbell, Doug & Carrell, Scott, 2018. "TAs like me: Racial interactions between graduate teaching assistants and undergraduates," Journal of Public Economics, Elsevier, vol. 159(C), pages 203-224.
    17. Delhommer, Scott, 2022. "High school role models and minority college achievement," Economics of Education Review, Elsevier, vol. 87(C).
    18. Robert W. Fairlie & Florian Hoffmann & Philip Oreopoulos, 2014. "A Community College Instructor Like Me: Race and Ethnicity Interactions in the Classroom," American Economic Review, American Economic Association, vol. 104(8), pages 2567-2591, August.
    19. Figlio, D. & Karbownik, K. & Salvanes, K.G., 2016. "Education Research and Administrative Data," Handbook of the Economics of Education,, Elsevier.
    20. Brandts, Jordi & Rott, Christina, 2021. "Advice from women and men and selection into competition," Journal of Economic Psychology, Elsevier, vol. 82(C).

    More about this item

    Keywords

    gender inequality; STEM; stereotype; performance; self-concept; development;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • 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:sza:wpaper:wpapers287. 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: Melt van Schoor (email available below). General contact details of provider: https://edirc.repec.org/data/desunza.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.