Local government expenditure on education and its effect on income inequality at the county level in Chile

Main Article Content

Felipe M. Gutiérrez-Garrido
Andrés A. Acuña-Duarte http://orcid.org/0000-0002-1623-4616

Keywords

income inequality, education expenditure, fractional response, Tobit

Abstract

In this paper we analyze the effect of per-capita education expenditure on the distribution of autonomous income among Chilean counties, where income inequality is measured through Gini and Theil indices, and the S80/S20 and S90/S10 ratios. The longitudinal study considers 307 Chilean counties in order to estimate a fractional response Probit model for Gini index and random-effects Tobit models for the remaining indicators of inequality. Main findings indicate that an increasing per-capita education expenditure would reduce the income inequality among Chilean counties. Moreover, the estimates show that the above negative effect is not immediate but it would take from 3 to 5 years in reducing income inequality at the county level. Finally, the evidence suggests that indigenous people in Chile would be exposed to a larger income inequality when the latter is quantified by Theil index.

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References

Aaron, H., & McGuire, M. (1970). Public goods and income distribution. Econometrica, 38(6), 907-920.
Abdullah, A., Doucouliagos, H., & Manning, E. (2015). Does education reduce income inequality? A meta‐regression analysis. Journal of Economics Surveys, 29(2), 301-316.
Agostini, C. A., & Brown, P. H. (2007). Desigualdad geográfica en Chile. Revista de Análisis Económico, 22(1), 3-33.
Aigner, D. J., & Heins, A. J. (1967). On the determinants of income equality. The American Economic Review, 57(1), 175-184.
Alesina, A., & Perotti, R. (1996). Income distribution, political instability, and investment. European Economic Review, 40(6), 1203-1228.
Altimir, O. (1994). Distribución del ingreso e incidencia de la pobreza a lo largo del ajuste. Revista de la CEPAL, 52, 7-32.
Álvarez, R., García-Marín, A., & Ilabaca, S. (2018). Commodity price shocks and poverty reduction in Chile. Resources Policy (in-press). doi: 10.1016/j.resourpol.2018.04.004
Amarante, V., & Jiménez, J. P. (2016). Distribución del ingreso e imposición a las altas rentas en América Latina. Cuadernos de Economía, 35(67), 39-73.
Beall, J., Crankshaw, O., & Parnell, S. (2000). Local government, poverty reduction and inequality in Johannesburg. Environment & Urbanization, 12(1), 107-122.
Becker, G. S. (1971). The economics of discrimination (2.a ed.). Chicago: University of Chicago Press.
Beyer, H. (1999). Educación y desigualdad de ingresos: una nueva mirada. Serie Documentos de Trabajo, documento de trabajo n.o 297. Santiago, Chile: Centro de Estudios Públicos.
Chamberlain, G. (1980). Analysis of covariance with qualitative data. The Review of Economic Studies, 47(1), 225-238.
Champernowne, D. G. (1953). A model of income distribution. The Economic Journal, 63(250), 318-351.
Cong, R. (2000). sg144: Marginal effects of the tobit model. Stata Technical Bulletin, 56, 27-34.
Contreras, D., & Ruiz-Tagle, J. A. (1997). Cómo medir la distribución de ingresos en Chile. ¿Son distintas nuestras regiones? ¿Son distintas nuestras familias? Estudios Públicos, 65, 59-80.
Copeland, M. A. (1947). The social and economic determinants of the distribution of income in the United States. The American Economic Review, 37(1), 56-75.
Cotte, A. & Cotrino, J. A. (2006). Crecimiento económico y distribución del ingreso en Colombia: evidencia sobre el capital humano y el nivel de educación. Cuadernos de Administración, 19(32), 337-356.
Crook, R. C. (2003). Decentralisation and poverty reduction in Africa: The politics of local–central relations. Public Administration and Development, 23(1), 77-88.
De Gregorio, J., & Lee, J. (2002). Education and income inequality: New evidence from cross‐country data. Review of Income and Wealth, 48(3), 395-416.
Galor, O., & Zeira, J. (1993). Income distribution and macroeconomics. The Review of Economic Studies, 60, 35-52.
Grindle, M. S. (2004). Good enough governance: Poverty reduction and reform in developing countries. Governance: An International Journal of Policy, Administration, and Institutions, 17(4), 525-548.
Keller, K. R. I. (2010). How can education policy improve income distribution? An empirical analysis of education stages and measures on income inequality. The Journal of Developing Areas, 43(2), 51-77.
Kudasheva, T., Kunitsa, S., & Mukhamediyev, B. (2015). Effects of access to education and information-communication technology on income inequality in Kazakhstan. Procedia - Social and Behavioral Sciences, 191(2), 940-947.
Kuznets, S. (1955). Economic growth and income inequality. The American Economic Review, 45(1), 1-28.
Larrañaga, O. (1999). Distribución de ingresos y crecimiento económico en Chile. Serie Reformas Económicas n.o 35. Santiago, Chile: NU CEPAL, División de Desarrollo Económico.
Lebergott, S. (1959). The shape of the income distribution. The American Economic Review, 49(3), 328-347.
López, D. (2016). Discriminación y exclusión: tendencias en las brechas étnicas de ingresos urbanos y rurales en Chile. Serie Documentos de Trabajo n.o 200. Santiago, Chile: Rimisp, Centro Latinoamericano para el Desarrollo Rural.
López, R., & Miller, S. J. (2008). Chile: The unbearable burden of inequality. World Development, 36(12), 2679-2695.
Marcel, M., & Tokman, C. (2005). ¿Cómo se financia la educación en Chile? Estudios de Finanzas Públicas. Santiago, Chile: Dirección de Presupuestos, Ministerio de Hacienda.
Marin, A., & Psacharopoulos, G. (1976). Schooling and income distribution. The Review of Economics and Statistics, 58(3), 332-338.
Medina, F. (1998). El ingreso y el gasto como medida del bienestar de los hogares: una evaluación estadística. En Segundo Taller Regional Medición del Ingreso en las Encuestas de Hogares (LC/R.1886) (pp. 341–371). Santiago, Chile: CEPAL.
Morley, S. A. (2000). Efectos del crecimiento y las reformas económicas sobre la distribución del ingreso en América Latina. Revista de la CEPAL, 71, 23-41.
Mostajo, R. (2000). Gasto social y distribución del ingreso: caracterización e impacto redistributivo en países seleccionados de América Latina y el Caribe. Serie Reformas Económicas n.o 69, Santiago, Chile: NU CEPAL, División de Desarrollo Económico.
Mundlak, Y. (1978). On the pooling of time series and cross section data. Econometrica, 46(1), 69-85.
Newhouse, J. P. (1971). A simple hypothesis of income distribution. The Journal of Human Resources, 6(1), 51-74.
Ocampo, J. A. (1998). Distribución del ingreso, pobreza y gasto social en América Latina. Revista de la CEPAL, 65, 7-14.
OCDE (2015). In it together: Why less inequality benefits all. París: OECD Publishing.
Papke, L., & Wooldridge, J. (1996). Econometric methods for fractional response variables with an application to 401 (k) plan participation rates. Journal of Applied Econometrics, 11, 619-632.
Papke, L., & Wooldridge, J. (2008). Panel data methods for fractional response variables with an application to test pass rates. Journal of Econometrics, 145(1), 121-133.
Perotti, R. (1992). Income distribution, politics, and growth. The American Economic Review, 82(2), 311-316.
Pigou, A. C. (1932). The economics of welfare (4.a ed.). Londres: MacMillan & Co.
PNUD (2017). Desiguales. Orígenes, cambios y desafíos de la brecha social en Chile. Santiago, Chile: Uqbar Editores.
PNUD (2018). Objetivos de Desarrollo Sostenible. Recuperado el 5 de junio de 2018 de http://www.undp.org/content/undp/es/home/sustainable-development-goals.html
Ram, R. (1989). Can educational expansion reduce income inequality in less-developed countries? Economics of Education Review, 8(2), 185-195.
República de Chile, Instituto Nacional de Estadísticas (2018). Resultados Censo 2017 por país, regiones y comunas.
Santiago, Chile. Recuperado el 5 de junio de 2018 de: https://resultados.censo2017.cl/
Sadka, E. (1976). Social welfare and income distribution. Econometrica, 44(6), 1239-1251.
Solimano, A., & Torche, A. (2008). La distribución del ingreso en Chile 1987-2006: análisis y consideraciones de política. Documento de trabajo n.o 480. Santiago, Chile: Banco Central de Chile.
Strassmann, W. P. (1956). Economic growth and income distribution. The Quarterly Journal of Economics, 70(3), 425-440.
Suanes, M. (2016). Inversión extranjera directa y desigualdad de los ingresos en América Latina. Un análisis sectorial. Revista de la CEPAL, (118), 49-66.
Sylwester, K. (2002). Can education expenditures reduce income inequality? Economics of Education Review, 21(1), 43-52.
Te Velde, D. W. (2003). Foreign direct investment and income inequality in Latin America: Experiences and policy implications. Documento de Trabajo n.o 04/03. Instituto de Investigaciones Socio Económicas (IISEC), Universidad Católica Boliviana.
Thurow, L. C. (1971). The income distribution as a pure public good. The Quarterly Journal of Economics, 85(2), 327-336.
Tinbergen, J. (1957). Welfare economics and income distribution. The American Economic Review, 47(2), 490-503.
Warner, M. (2001). Building social capital: The role of local government. Journal of Socio-Economics, 30(2), 187-192.
Winegarden, C. R. (1979). Schooling and income distribution: evidence from international data. Economica, 46(181), 83-87.
Wooldridge, J. M. (2002). Econometric analysis of cross section and panel data. Cambridge: The MIT Press.
Yang, J., & Qiu, M. (2016). The impact of education on income inequality and intergenerational mobility. China Economic Review, 37,110-125.
Zurita, G., & Dresdner, J. (2009). Diferenciales y discriminación de salarios contra la etnia Mapuche en Chile. El Trimestre Económico, 76(304(4)), 965-989.