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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...
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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...
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