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Education and Expenditure Inequality in Indonesia and the Philippines: A Comparative Analysis in an Urban and Rural Dual Framework

Author

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  • Takahiro Akita

    (IUJ Research Institute, International University of Japan)

  • Sachiko Miyata

    (Ritsumeikan University)

Abstract

Using nation-wide household surveys, this study investigates the roles of education in expenditure inequality in two archipelagic Asian countries: Indonesia and the Philippines. Since disparity between urban and rural areas is one of the main determinants of expenditure inequality and there is a large difference in educational endowments between urban and rural areas, an analysis is conducted in an urban-rural framework. Both countries achieved a notable reduction in expenditure inequality in the 2010s. In Indonesia, the reductions of disparity between education groups and tertiary education group’s within-group inequality in urban areas were the main contributors to the reduction of overall expenditure inequality. In the Philippines, the reductions of expenditure disparities between urban and rural areas and between education groups were the main contributors to the reduction of overall expenditure inequality. In 2018, Indonesia and the Philippines had the same level of expenditure inequality. But, as compared to developed countries, their expenditure inequalities are still very high. In Indonesia, expenditure inequality among those with secondary education is the major determinant of overall expenditure inequality. Thus, reducing secondary group’s within-group inequality is necessary. At the same time, tertiary group’s within-group inequality should be decreased in urban areas. In the Philippines, expenditure inequality among those with tertiary education is the major determinant of overall expenditure inequality. Thus, reducing tertiary group’s within-group inequality is imperative. At the same time, disparity between education groups should be decreased in both urban and rural areas.

Suggested Citation

  • Takahiro Akita & Sachiko Miyata, 2023. "Education and Expenditure Inequality in Indonesia and the Philippines: A Comparative Analysis in an Urban and Rural Dual Framework," Working Papers EMS_2023_03, Research Institute, International University of Japan.
  • Handle: RePEc:iuj:wpaper:ems_2023_03
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    1. Balisacan, Arsenio M. & Fuwa, Nobuhiko, 2003. "Growth, inequality and politics revisited: a developing-country case," Economics Letters, Elsevier, vol. 79(1), pages 53-58, April.
    2. José De Gregorio & Jong–Wha Lee, 2002. "Education and Income Inequality: New Evidence From Cross‐Country Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(3), pages 395-416, September.
    3. Shorrocks, A F, 1980. "The Class of Additively Decomposable Inequality Measures," Econometrica, Econometric Society, vol. 48(3), pages 613-625, April.
    4. Aekapol Chongvilaivan & Jungsuk Kim, 2016. "Individual Income Inequality and Its Drivers in Indonesia: A Theil Decomposition Reassessment," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 126(1), pages 79-98, March.
    5. Heather Dickey, 2001. "Regional Earnings Inequality in Great Britain: A Decomposition Analysis," Regional Studies, Taylor & Francis Journals, vol. 35(7), pages 605-612.
    6. Lambert, Peter J & Aronson, J Richard, 1993. "Inequality Decomposition Analysis and the Gini Coefficient Revisited," Economic Journal, Royal Economic Society, vol. 103(420), pages 1221-1227, September.
    7. David Gray & Jeffrey A. Mills & Sourushe Zandvakili, 2003. "Statistical analysis of inequality with decompositions: the Canadian experience," Empirical Economics, Springer, vol. 28(2), pages 291-302, April.
    8. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    9. Takahiro AKITA & Rizal Affandi LUKMAN & Yukino YAMADA, 1999. "Inequality In The Distribution Of Household Expenditures In Indonesia: A Theil Decomposition Analysis," The Developing Economies, Institute of Developing Economies, vol. 37(2), pages 197-221, June.
    10. V. V. Bhanoji Rao & D. S. Banerjee & Pundarik Mukhopadhaya, 2003. "Earnings Inequality In Singapore," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 8(2), pages 210-228.
    11. Ram, Rati, 1990. "Educational Expansion and Schooling Inequality: International Evidence and Some Implications," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 266-274, May.
    12. Abuzar Asra, 2000. "Poverty And Inequality In Indonesia," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 5(1-2), pages 91-111.
    13. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    14. Ravi Kanbur & Juzhong Zhuang, 2013. "Urbanization and Inequality in Asia," Asian Development Review, MIT Press, vol. 30(1), pages 131-147, March.
    15. Kam Ki Tang & Dennis Petrie, 2009. "Non-Hierarchical Bivariate Decomposition of Theil Indexes," Economics Bulletin, AccessEcon, vol. 29(2), pages 918-927.
    16. Emanuela di Gropello & Aurelien Kruse & Prateek Tandon, 2011. "Skills for the Labor Market in Indonesia : Trends in Demand, Gaps, and Supply," World Bank Publications - Books, The World Bank Group, number 2282, December.
    17. Bourguignon, Francois, 1979. "Decomposable Income Inequality Measures," Econometrica, Econometric Society, vol. 47(4), pages 901-920, July.
    18. Park, Kang H., 1996. "Educational expansion and educational inequality on income distribution," Economics of Education Review, Elsevier, vol. 15(1), pages 51-58, February.
    19. Dagum, Camilo, 1997. "A New Approach to the Decomposition of the Gini Income Inequality Ratio," Empirical Economics, Springer, vol. 22(4), pages 515-531.
    20. Pundarik Mukhopadhaya, 2003. "Trends in Total and Subgroup Income Inequality in the Singaporean Workforce," Asian Economic Journal, East Asian Economic Association, vol. 17(3), pages 243-264, September.
    21. Anthony Shorrocks & Guanghua Wan, 2005. "Spatial decomposition of inequality," Journal of Economic Geography, Oxford University Press, vol. 5(1), pages 59-81, January.
    22. Abdul Abdullah & Hristos Doucouliagos & Elizabeth Manning, 2015. "Does Education Reduce Income Inequality? A Meta-Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 29(2), pages 301-316, April.
    23. Takahiro Akita & Sachiko Miyata, 2013. "The roles of location and education in the distribution of economic well-being in Indonesia: hierarchical and non-hierarchical inequality decomposition analyses," Letters in Spatial and Resource Sciences, Springer, vol. 6(3), pages 137-150, November.
    24. Hyun H. Son, 2008. "The role of labor market in explaining growth and inequality in income : the Philippines’ case," Philippine Review of Economics, University of the Philippines School of Economics and Philippine Economic Society, vol. 45(1), pages 69-92, June.
    25. Arsenio M. Balisacan & Nobuhiko Fuwa, 2004. "Changes in Spatial Income Inequality in the Philippines: An Exploratory Analysis," WIDER Working Paper Series RP2004-34, World Institute for Development Economic Research (UNU-WIDER).
    26. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    27. Knight, J B & Sabot, R H, 1983. "Educational Expansion and the Kuznets Effect," American Economic Review, American Economic Association, vol. 73(5), pages 1132-1136, December.
    28. Jonathan Haughton & Shahidur R. Khandker, 2009. "Handbook on Poverty and Inequality," World Bank Publications - Books, The World Bank Group, number 11985, December.
    29. Mapa, Dennis S. & Balisacan, Arsenio & Briones, Kristine Joy S. & Albis, Manuel Leonard F., 2009. "What really matters for income growth in the Philippines: Empirical evidence from provincial data," MPRA Paper 19449, University Library of Munich, Germany.
    30. Ram, Rati, 1989. "Can educational expansion reduce income inequality in less-developed countries?," Economics of Education Review, Elsevier, vol. 8(2), pages 185-195, April.
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