IDEAS home Printed from https://ideas.repec.org/p/sza/wpaper/wpapers196.html
   My bibliography  Save this paper

A question of efficiency: decomposing South African reading test scores using PIRLS 2006

Author

Listed:
  • Debra Shepherd

    () (Department of Economics, University of Stellenbosch)

Abstract

The "bimodal" pattern of performance observed in South Africa illustrates the persistence with which learners of former Black schools continue to lag behind their "advantaged" counterparts. It is posited that the poor functioning of former Black schools accounts for this result. A nationally representative dataset of grade 5 learners and counterfactual distribution and decomposition techniques are adopted to identify the part of the performance gap that may be explained by differences in (i) the returns structure and (ii) school characteristics composition. The former is found to be 18.9 percent of the average gap and increases significantly over the outcome distribution.

Suggested Citation

  • 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.
  • Handle: RePEc:sza:wpaper:wpapers196
    as

    Download full text from publisher

    File URL: https://www.ekon.sun.ac.za/wpapers/2013/wp202013/wp-20-2013.pdf
    File Function: First version, 2013
    Download Restriction: no

    References listed on IDEAS

    as
    1. Myeong-Su Yun, 2005. "A Simple Solution to the Identification Problem in Detailed Wage Decompositions," Economic Inquiry, Western Economic Association International, vol. 43(4), pages 766-772, October.
    2. Stephen Taylor & Derek Yu, 2009. "The importance of socio-economic status in determining educational achievement in South Africa," Working Papers 01/2009, Stellenbosch University, Department of Economics.
    3. Servaas BERG & Onelle BURGER, 2003. "Education And Socio-Economic Differentials: A Study Of School Performance In The Western Cape," South African Journal of Economics, Economic Society of South Africa, vol. 71(3), pages 496-522, September.
    4. Victor Chernozhukov & Iván Fernández‐Val & Blaise Melly, 2013. "Inference on Counterfactual Distributions," Econometrica, Econometric Society, vol. 81(6), pages 2205-2268, November.
    5. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    6. F. L. Jones, 1983. "On Decomposing the Wage Gap: A Critical Comment on Blinder's Method," Journal of Human Resources, University of Wisconsin Press, vol. 18(1), pages 126-130.
    7. Servaas van der Berg, 2006. "How effective are poor schools? Poverty and educational outcomes in South Africa," Working Papers 06/2006, Stellenbosch University, Department of Economics.
    8. Helena Skyt Nielsen, 2000. "Wage discrimination in Zambia: an extension of the Oaxaca-Blinder decomposition," Applied Economics Letters, Taylor & Francis Journals, vol. 7(6), pages 405-408.
    9. Anne Case & Angus Deaton, 1999. "School Inputs and Educational Outcomes in South Africa," The Quarterly Journal of Economics, Oxford University Press, vol. 114(3), pages 1047-1084.
    10. Lee Cronbach, 1951. "Coefficient alpha and the internal structure of tests," Psychometrika, Springer;The Psychometric Society, vol. 16(3), pages 297-334, September.
    11. Eric A. Hanushek, 1979. "Conceptual and Empirical Issues in the Estimation of Educational Production Functions," Journal of Human Resources, University of Wisconsin Press, vol. 14(3), pages 351-388.
    12. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    13. Lam, David & Ardington, Cally & Leibbrandt, Murray, 2011. "Schooling as a lottery: Racial differences in school advancement in urban South Africa," Journal of Development Economics, Elsevier, vol. 95(2), pages 121-136, July.
    14. Thomas Lemieux, 2002. "Decomposing changes in wage distributions: a unified approach," Canadian Journal of Economics, Canadian Economics Association, vol. 35(4), pages 646-688, November.
    15. John M. Krieg & Paul Storer, 2006. "How Much Do Students Matter? Applying The Oaxaca Decomposition To Explain Determinants Of Adequate Yearly Progress," Contemporary Economic Policy, Western Economic Association International, vol. 24(4), pages 563-581, October.
    16. Kevin C. Duncan & Jonathan Sandy, 2007. "Explaining the Performance Gap Between Public and Private School Students," Eastern Economic Journal, Eastern Economic Association, vol. 33(2), pages 177-191, Spring.
    17. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    18. Cattaneo, Maria Alejandra & Wolter, Stefan C., 2012. "Migration Policy Can Boost PISA Results: Findings from a Natural Experiment," IZA Discussion Papers 6300, Institute for the Study of Labor (IZA).
    19. Servaas van der Berg, 2007. "Apartheid's Enduring Legacy: Inequalities in Education-super- 1," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 16(5), pages 849-880, November.
    20. 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.
    21. Behrman, Jere R., 1996. "Measuring the effectiveness of schooling policies in developing countries: Revisiting issues of methodology," Economics of Education Review, Elsevier, vol. 15(4), pages 345-364, October.
    22. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
    23. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
    24. Hernandez-Zavala, Martha & Patrinos, Harry Anthony & Sakellariou, Chris & Shapiro, Joseph, 2006. "Quality of schooling and quality of schools for indigenous students in Guatemala, Mexico, and Peru," Policy Research Working Paper Series 3982, The World Bank.
    25. Anne Case & Motohiro Yogo, 1999. "Does School Quality Matter? Returns to Education and the Characteristics of Schools in South Africa," Working Papers 219, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    26. José Mata & José A. F. Machado, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465.
    27. Servaas van der Berg & Megan Louw, 2007. "Lessons learnt from SACMEQII: South African student performance in regional context," Working Papers 16/2007, Stellenbosch University, Department of Economics.
    28. Dinand Webbink, 2005. "Causal Effects in Education," Journal of Economic Surveys, Wiley Blackwell, vol. 19(4), pages 535-560, September.
    29. Nicholas Spaull, 2012. "Poverty & Privilege: Primary School Inequality in South Africa," Working Papers 13/2012, Stellenbosch University, Department of Economics.
    30. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
    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. Marisa von Fintel & Servaas van der Berg, 2017. "What a difference a good school makes! Persistence in academic performance and the impact of school quality," Working Papers 07/2017, Stellenbosch University, Department of Economics, revised 2017.
    2. Paula Armstrong, 2014. "The impact of teacher characteristics on student performance: An analysis using hierarchical linear modelling," Working Papers 25/2014, Stellenbosch University, Department of Economics.

    More about this item

    Keywords

    bimodal performance; effectiveness; decomposition; South Africa;

    JEL classification:

    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development

    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:wpapers196. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Melt van Schoor). General contact details of provider: http://edirc.repec.org/data/desunza.html .

    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 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.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.