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Disentangling the language effect in South African schools: Measuring the impact of ‘language of assessment’ in grade 3 literacy and numeracy

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  • Nicholas Spaull

    (SARCHL chair in integrated studies of learning language, mathematics and science in primary school, University of Johannesburg)

Abstract

The aim of this paper is to exploit an unusual occurrence whereby a large group of South African grade 3 students were tested twice, 1 month apart, on the same test in different languages. Using a simplified difference-in-difference methodology, it becomes possible to identify the causal impact of writing a test in English when English is not a student’s home language for 3402 students. The article aims to address the extent to which language factors (relative to non-language factors) can explain the high levels of underperformance in reading and mathematics in South Africa. I find that the language of assessment effect is between 0.3 and 0.7 standard deviations in literacy and 0 and 0.3 standard deviations in numeracy. This is approximately 1–2 years worth of learning in literacy and 0–1 year worth of learning in numeracy. By contrast, the size of the composite effect of home background and school quality is roughly 4 years worth of learning for both numeracy (1.2 standard deviations) and literacy (1.15 standard deviations). These results clearly show that the ‘language effect’ should be seen within the broader context of a generally dysfunctional schooling system. They further stress the importance of the quality of instruction, not only the language of learning and assessment. The fact that the literacy and numeracy achievement of South African children is so low in grade 3 (prior to any language switch to English in grade 4) should give pause to those who argue that language is the most important factor in determining achievement, or lack thereof, in South Africa.

Suggested Citation

  • Nicholas Spaull, 2016. "Disentangling the language effect in South African schools: Measuring the impact of ‘language of assessment’ in grade 3 literacy and numeracy," Working Papers 19/2016, Stellenbosch University, Department of Economics.
  • Handle: RePEc:sza:wpaper:wpapers275
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    References listed on IDEAS

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    1. 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.
    2. 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.
    3. Vincent Greaney & Thomas Kellaghan, 2008. "Assessing National Achievement Levels in Education," World Bank Publications - Books, The World Bank Group, number 6904, December.
    4. James Heckman, 2011. "Policies to foster human capital," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 3, pages 73-137.
    5. Venkat, Hamsa & Spaull, Nic, 2015. "What do we know about primary teachers’ mathematical content knowledge in South Africa? An analysis of SACMEQ 2007," International Journal of Educational Development, Elsevier, vol. 41(C), pages 121-130.
    6. Taylor, Stephen & von Fintel, Marisa, 2016. "Estimating the impact of language of instruction in South African primary schools: A fixed effects approach," Economics of Education Review, Elsevier, vol. 50(C), pages 75-89.
    7. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    8. 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.
    9. Debra L. Shepherd, 2011. "Constraints to school effectiveness: what prevents poor schools from delivering results?," Working Papers 05/2011, Stellenbosch University, Department of Economics.
    10. Ian M. Timæus & Sandile Simelane & Thabo Letsoalo, 2013. "Poverty, Race, and Children's Progress at School in South Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 49(2), pages 270-284, February.
    11. Nicholas Spaull, 2012. "Poverty & Privilege: Primary School Inequality in South Africa," Working Papers 13/2012, Stellenbosch University, Department of Economics.
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    Cited by:

    1. Bulelwa Makena & Ntando Elliot Mpahla, 2023. "Instructional Language Dichotomy on Foundation Phase Learning: A Case of University Student Teachers," World Journal of English Language, Sciedu Press, vol. 13(1), pages 220-220, January.
    2. Rodriguez-Segura, Daniel, 2022. "A closer look at reading comprehension: Experimental evidence from Guatemala," International Journal of Educational Development, Elsevier, vol. 93(C).
    3. Rodriguez-Segura, Daniel & Campton, Cole & Crouch, Luis & Slade, Timothy S., 2021. "Looking beyond changes in averages in evaluating foundational learning: Some inequality measures," International Journal of Educational Development, Elsevier, vol. 84(C).

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    More about this item

    Keywords

    Language in education; assessment; literacy; English Second Language;
    All these keywords.

    JEL classification:

    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy

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