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Do “better” teachers and classroom resources improve student achievement? A causal comparative approach in Kenya, South Africa, and Swaziland

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  • Zakharov, Andrey
  • Tsheko, Gaelebale
  • Carnoy, Martin

Abstract

We use the 2007 SACMEQ data to make traditional “upwardly biased” estimates of teacher and classroom resource correlates of 6th grade student achievement in Swaziland, Kenya, and South Africa using an OLS model, and a “less biased causal” approach using a student fixed effects model. Our fixed effects model exploits the fact that most students in all three countries have different teachers for reading and mathematics. Each student is therefore subject to the “treatment” of different teacher characteristics and classroom resources, yielding a relatively unbiased but rather “stringent” estimate of teacher and classroom effects. Our results suggest that: (a) several important identifiable teacher characteristics and classroom resources affect student achievement in each country; that (b) those characteristics and resources may differ from one national context to another, between male and female students, and across socioeconomic groups of students; and that (c) the “upwardly biased” results generally differ from the “less biased causal” results. We discuss and attempt to explain these differences.

Suggested Citation

  • Zakharov, Andrey & Tsheko, Gaelebale & Carnoy, Martin, 2016. "Do “better” teachers and classroom resources improve student achievement? A causal comparative approach in Kenya, South Africa, and Swaziland," International Journal of Educational Development, Elsevier, vol. 50(C), pages 108-124.
  • Handle: RePEc:eee:injoed:v:50:y:2016:i:c:p:108-124
    DOI: 10.1016/j.ijedudev.2016.07.001
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    References listed on IDEAS

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    1. Van Klaveren, Chris, 2011. "Lecturing style teaching and student performance," Economics of Education Review, Elsevier, vol. 30(4), pages 729-739, August.
    2. Steven G. Rivkin & Eric A. Hanushek & John F. Kain, 2005. "Teachers, Schools, and Academic Achievement," Econometrica, Econometric Society, vol. 73(2), pages 417-458, March.
    3. Schwerdt, Guido & Wuppermann, Amelie C., 2011. "Is traditional teaching really all that bad? A within-student between-subject approach," Economics of Education Review, Elsevier, vol. 30(2), pages 365-379, April.
    4. Donald Boyd & Pamela Grossman & Hamilton Lankford & Susanna Loeb & James Wyckoff, 2006. "How Changes in Entry Requirements Alter the Teacher Workforce and Affect Student Achievement," Education Finance and Policy, MIT Press, vol. 1(2), pages 176-216, April.
    5. Jonah E. Rockoff, 2004. "The Impact of Individual Teachers on Student Achievement: Evidence from Panel Data," American Economic Review, American Economic Association, vol. 94(2), pages 247-252, May.
    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. Sylvie Moulin & Michael Kremer & Paul Glewwe, 2009. "Many Children Left Behind? Textbooks and Test Scores in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 112-135, January.
    8. 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).
    9. 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.
    10. Thomas S. Dee, 2007. "Teachers and the Gender Gaps in Student Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 42(3).
    11. 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.
    12. Murnane, Richard J & Willett, John B & Levy, Frank, 1995. "The Growing Importance of Cognitive Skills in Wage Determination," The Review of Economics and Statistics, MIT Press, vol. 77(2), pages 251-266, May.
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    3. Lee, Se Woong & Lee, Eunjung Alice, 2020. "Teacher qualification matters: The association between cumulative teacher qualification and students’ educational attainment," International Journal of Educational Development, Elsevier, vol. 77(C).

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