School Finance Equalization Increases Intergenerational Mobility: Evidence from a Simulated Instruments Approach

Working Paper: NBER ID: w25600

Authors: Barbara Biasi

Abstract: This paper estimates the causal effect of equalizing revenues across public school districts on students’ intergenerational mobility. I exploit differences in exposure to equalization across seven cohorts of students in 20 US states, generated by 13 state-level school finance reforms passed between 1980 and 2004. Since these reforms create incentives for households to sort across districts and this sorting affects property values, post-reform revenues are endogenous to an extent that varies across states. I address this issue with a simulated instruments approach, which uses newly collected data on states’ funding formulas to simulate revenues in the absence of sorting. I find that equalization has a large effect on mobility of low-income students, with no significant changes for high-income students. Reductions in the gaps in inputs (such as the number of teachers) and in college attendance between low-income and high-income districts are likely channels behind this effect.

Keywords: School Finance; Intergenerational Mobility; Equalization; Public Policy

JEL Codes: I22; I24; J62


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
School finance equalization (H79)intergenerational mobility (J62)
Reduction in revenue inequality (D31)increase in income rank of low-income students (I24)
Reduction in revenue inequality (D31)increase in income of low-income students (I24)
Early exposure to equalization (I24)increase in income rank of low-income students (I24)
Exposure to equalization during high school (I24)increase in income rank of low-income students (I24)
School finance equalization is most effective in states with higher income inequality and segregation (I24)increase in intergenerational mobility (J62)
Average reform increases mobility of children from families in the 10th percentile (I24)increase in mobility of children from families in the 10th percentile (J62)

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