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How to Measure the Multidimensional Inequality with Household Surveys: The Mexican Case

Author

Listed:
  • Oscar de J. Gálvez-Soriano

    (Banco de México)

  • Paulina Benitez-Blacio

    (Universidad Autónoma Chapingo)

Abstract

En este trabajo de investigación proponemos una medida de desigualdad con un enfoque multidimensional. Para tal fin, usamos un Análisis de Componentes Principales para un conjunto de variables que caracterizan a los hogares de una economía. Específicamente, la metodología propuesta se prueba con los datos de la Encuesta Nacional de Ingresos y Gastos de los Hogares de México. Los resultados son consistentes con los de las medidas convencionales de desigualdad cuando los analizamos entre dos periodos de tiempo. Sin embargo, cuando se analiza la desigualdad entre los Estados de México, el índice propuesto identifica una mayor desigualdad en aquellos donde existen brechas en los servicios y condiciones de vivienda deficientes. La metodología que proponemos es innovadora para analizar la desigualdad multidimensional y su implementación es más fácil de manejar que la de los métodos recientes propuestos por la literatura. Con base en nuestros resultados, sugerimos que si los diseñadores de políticas intentan implementar una redistribución del ingreso, esta debe ir acompañada de una mejora en los servicios que ofrece el gobierno, con especial atención en la educación.

Suggested Citation

  • Oscar de J. Gálvez-Soriano & Paulina Benitez-Blacio, 2018. "How to Measure the Multidimensional Inequality with Household Surveys: The Mexican Case," Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 13(2), pages 175-193, Abril-Jun.
  • Handle: RePEc:imx:journl:v:13:y:2018:i:2:p:175-193
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    References listed on IDEAS

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    1. Abul Naga, Ramses H. & Geoffard, Pierre-Yves, 2006. "Decomposition of bivariate inequality indices by attributes," Economics Letters, Elsevier, vol. 90(3), pages 362-367, March.
    2. Abul Naga, Ramses H., 2010. "Statistical inference for multidimensional inequality indices," Economics Letters, Elsevier, vol. 107(1), pages 49-51, April.
    3. Alkire, Sabina, 2005. "Valuing Freedoms: Sen's Capability Approach and Poverty Reduction," OUP Catalogue, Oxford University Press, number 9780199283316.
    4. Rolf Aaberge & Andrea Brandolini, 2014. "Multidimensional poverty and inequality," Discussion Papers 792, Statistics Norway, Research Department.
    5. Franklin M. Fisher, 1956. "Income Distribution, Value Judgments, and Welfare," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(3), pages 380-424.
    6. Farhad Noorbakhsh, 1998. "The human development index: some technical issues and alternative indices," Journal of International Development, John Wiley & Sons, Ltd., vol. 10(5), pages 589-605.
    7. Deon Filmer & Lant Pritchett, 1999. "The Effect of Household Wealth on Educational Attainment: Evidence from 35 Countries," Population and Development Review, The Population Council, Inc., vol. 25(1), pages 85-120, March.
    8. Sen, Amartya K, 1976. "Poverty: An Ordinal Approach to Measurement," Econometrica, Econometric Society, vol. 44(2), pages 219-231, March.
    9. Barro, Robert J, 2000. "Inequality and Growth in a Panel of Countries," Journal of Economic Growth, Springer, vol. 5(1), pages 5-32, March.
    10. Jose Manuel Roche, 2008. "Monitoring Inequality among Social Groups: A Methodology Combining Fuzzy Set Theory and Principal Component Analysis," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 9(3), pages 427-452.
    11. David McKenzie, 2005. "Measuring inequality with asset indicators," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(2), pages 229-260, June.
    12. Serge-Christophe Kolm, 1977. "Multidimensional Egalitarianisms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 91(1), pages 1-13.
    13. Stock J.H. & Watson M.W., 2002. "Forecasting Using Principal Components From a Large Number of Predictors," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 1167-1179, December.
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    Cited by:

    1. Joseph V Hackman & Karen L Kramer, 2021. "Balancing fertility and livelihood diversity in mixed economies," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-17, June.

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    More about this item

    Keywords

    Inequality; Gini Coefficient; Principal Component Analysis; Household Income; Multidimensional Index;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being

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