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Changes in Socioeconomic Inequality in Indonesian Children’s Cognitive Function from 2000 to 2007: A Decomposition Analysis

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  • Amelia Maika
  • Murthy N Mittinty
  • Sally Brinkman
  • Sam Harper
  • Elan Satriawan
  • John W Lynch

Abstract

Background: Measuring social inequalities in health is common; however, research examining inequalities in child cognitive function is more limited. We investigated household expenditure-related inequality in children’s cognitive function in Indonesia in 2000 and 2007, the contributors to inequality in both time periods, and changes in the contributors to cognitive function inequalities between the periods. Methods: Data from the 2000 and 2007 round of the Indonesian Family Life Survey (IFLS) were used. Study participants were children aged 7–14 years (n = 6179 and n = 6680 in 2000 and 2007, respectively). The relative concentration index (RCI) was used to measure the magnitude of inequality. Contribution of various contributors to inequality was estimated by decomposing the concentration index in 2000 and 2007. Oaxaca-type decomposition was used to estimate changes in contributors to inequality between 2000 and 2007. Results: Expenditure inequality decreased by 45% from an RCI = 0.29 (95% CI 0.22 to 0.36) in 2000 to 0.16 (95% CI 0.13 to 0.20) in 2007 but the burden of poorer cognitive function was higher among the disadvantaged in both years. The largest contributors to inequality in child cognitive function were inequalities in per capita expenditure, use of improved sanitation and maternal high school attendance. Changes in maternal high school participation (27%), use of improved sanitation (25%) and per capita expenditures (18%) were largely responsible for the decreasing inequality in children’s cognitive function between 2000 and 2007. Conclusions: Government policy to increase basic education coverage for women along with economic growth may have influenced gains in children’s cognitive function and reductions in inequalities in Indonesia.

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  • Amelia Maika & Murthy N Mittinty & Sally Brinkman & Sam Harper & Elan Satriawan & John W Lynch, 2013. "Changes in Socioeconomic Inequality in Indonesian Children’s Cognitive Function from 2000 to 2007: A Decomposition Analysis," PLOS ONE, Public Library of Science, vol. 8(10), pages 1-9, October.
  • Handle: RePEc:plo:pone00:0078809
    DOI: 10.1371/journal.pone.0078809
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    1. Chib, Siddhartha, 2001. "Markov chain Monte Carlo methods: computation and inference," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 57, pages 3569-3649, Elsevier.
    2. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    3. Owen O'Donnell & Eddy van Doorslaer & Adam Wagstaff & Magnus Lindelow, 2008. "Analyzing Health Equity Using Household Survey Data : A Guide to Techniques and Their Implementation," World Bank Publications - Books, The World Bank Group, number 6896, December.
    4. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    5. Conti, Gabriella & Heckman, James J., 2012. "The Economics of Child Well-Being," IZA Discussion Papers 6930, Institute of Labor Economics (IZA).
    6. Mara Violato & Stavros Petrou & Ron Gray & Maggie Redshaw, 2011. "Family income and child cognitive and behavioural development in the United Kingdom: does money matter?," Health Economics, John Wiley & Sons, Ltd., vol. 20(10), pages 1201-1225, October.
    7. Wagstaff, Adam & van Doorslaer, Eddy & Watanabe, Naoko, 2003. "On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam," Journal of Econometrics, Elsevier, vol. 112(1), pages 207-223, January.
    8. Narayan Sastry & Anne Pebley, 2010. "Family and neighborhood sources of socioeconomic inequality in children’s achievement," Demography, Springer;Population Association of America (PAA), vol. 47(3), pages 777-800, August.
    9. Magnus Lindelow, 2006. "Sometimes more equal than others: how health inequalities depend on the choice of welfare indicator," Health Economics, John Wiley & Sons, Ltd., vol. 15(3), pages 263-279, March.
    10. Kiernan, Kathleen E. & Huerta, Maria Carmen, 2008. "Economic deprivation, maternal depression, parenting and children's cognitive and emotional development in early childhood," LSE Research Online Documents on Economics 43720, London School of Economics and Political Science, LSE Library.
    11. Martins, Lurdes & Veiga, Paula, 2010. "Do inequalities in parents' education play an important role in PISA students' mathematics achievement test score disparities?," Economics of Education Review, Elsevier, vol. 29(6), pages 1016-1033, December.
    12. Wehby, George L. & McCarthy, Ann Marie, 2013. "Economic gradients in early child neurodevelopment: A multi-country study," Social Science & Medicine, Elsevier, vol. 78(C), pages 86-95.
    13. Yang, S. & Khang, Y.-H. & Harper, S. & Smith, G.D. & Leon, D.A. & Lynch, J., 2010. "Understanding the rapid increase in life expectancy in South Korea," American Journal of Public Health, American Public Health Association, vol. 100(5), pages 896-903.
    14. Kakwani, Nanak & Wagstaff, Adam & van Doorslaer, Eddy, 1997. "Socioeconomic inequalities in health: Measurement, computation, and statistical inference," Journal of Econometrics, Elsevier, vol. 77(1), pages 87-103, March.
    15. Oecd, 2013. "Are Countries Moving Towards More Equitable Education Systems?," PISA in Focus 25, OECD Publishing.
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