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03-03-2024 | Original Paper

An uneven landscape of public services for people of color: identifying endogeneity in the relationship between local race composition and public expenditure

Author: Austin Landini

Published in: The Annals of Regional Science | Issue 4/2024

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Abstract

Previous economic literature finds that race diversity is associated with increased tax collection and expenditure per capita, but relative under-provision of important public goods and services. Using a panel data set covering Census “Places” of over 25k population 1980–2010, I verify this conclusion in a cross section for the 2010 US Census data. I then show that the measure of racial heterogeneity commonly used throughout the literature is endogenous over time due to omitted variables, and potential reverse causality or simultaneity. As a result, cross section and pooled results are likely to be biased. Using predicted race composition from national trends as an instrumental variable, I show that the relationship between changes in race heterogeneity and both tax and spending per capita is negative. This result suggests a potential reversal of the findings following of the influential paper by Alesina et al. (Q J Econ 114:1243–1284, 1999).

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Footnotes
1
Hispanic is not mutually exclusive with other race categories. Other and Hispanic have .898 correlation in the 2010 data, and about .870 overall across the panel.
 
2
Mean income data to calculate mean to median ratio were not available for 1980. Small/large households would inflate/deflate this measure, but the bias should be negligible in large samples.
 
3
I argue that this adjustment is not necessary because unlike the canonical cases where the first stage predictions are generated from an econometric model \(E[y_1| X_1, \theta _1]\), the first stage predictions in this method are calculated using population parameters: Racial composition in 1980 and the observed growth rate of Races in the USA in 10-year spans from 1980 to 2010.
 
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Metadata
Title
An uneven landscape of public services for people of color: identifying endogeneity in the relationship between local race composition and public expenditure
Author
Austin Landini
Publication date
03-03-2024
Publisher
Springer Berlin Heidelberg
Published in
The Annals of Regional Science / Issue 4/2024
Print ISSN: 0570-1864
Electronic ISSN: 1432-0592
DOI
https://doi.org/10.1007/s00168-024-01256-3