The Pupil Factory: Specialization and the Production of Human Capital in Schools

Working Paper: NBER ID: w22205

Authors: Roland G. Fryer Jr.

Abstract: Starting in the 2013-2014 school year, I conducted a randomized field experiment in fifty traditional public elementary schools in Houston, Texas designed to test the potential productivity benefits of teacher specialization in schools. Treatment schools altered their schedules to have teachers specialize in a subset of subjects in which they have demonstrated relative strength (based on value-add measures and principal observations). The average impact of teacher specialization on student achievement is -0.042 standard deviations in math and -0.034 standard deviations in reading, per year. Students enrolled in special education and those with younger teachers demonstrated marked negative results. I argue that the results are consistent with a model in which the benefits of specialization driven by sorting teachers into a subset of subjects based on comparative advantage is outweighed by inefficient pedagogy due to having fewer interactions with each student. Consistent with this, specialized teachers report providing less attention to individual students (relative to non-specialized teachers), though other mechanisms are possible.

Keywords: Teacher specialization; Human capital; Education; Randomized field experiment

JEL Codes: D24; I20; J0


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
teacher specialization (A21)student achievement (I24)
teacher specialization (A21)student achievement for special education students (I24)
teacher specialization (A21)behavioral problems (D91)
teacher specialization (A21)attendance rates (I21)
teacher specialization (A21)less individualized attention (I24)

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