IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0078809.html
   My bibliography  Save this article

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

Author

Listed:
  • 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.

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0078809
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0078809&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0078809?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Conti, Gabriella & Heckman, James J., 2012. "The Economics of Child Well-Being," IZA Discussion Papers 6930, Institute of Labor Economics (IZA).
    11. 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.
    12. 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.
    13. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Orgill-Meyer, Jennifer & Pattanayak, Subhrendu K., 2020. "Improved sanitation increases long-term cognitive test scores," World Development, Elsevier, vol. 132(C).
    2. Juan Antonio Córdoba-Doña & Antonio Escolar-Pujolar & Miguel San Sebastián & Per E Gustafsson, 2018. "Withstanding austerity: Equity in health services utilisation in the first stage of the economic recession in Southern Spain," PLOS ONE, Public Library of Science, vol. 13(3), pages 1-21, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hajizadeh, Mohammad & Hu, Min & Bombay, Amy & Asada, Yukiko, 2018. "Socioeconomic inequalities in health among Indigenous peoples living off-reserve in Canada: Trends and determinants," Health Policy, Elsevier, vol. 122(8), pages 854-865.
    2. Mohammad Habibullah Pulok & Kees Gool & Mohammad Hajizadeh & Sara Allin & Jane Hall, 2020. "Measuring horizontal inequity in healthcare utilisation: a review of methodological developments and debates," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(2), pages 171-180, March.
    3. Kinyondo, Abel Alfred & Ntegwa, Magashi Joseph & Masawe, Cresencia Apolinary, 2022. "Socioeconomic Inequality in Maternal Healthcare Services: The Case of Tanzania," African Journal of Economic Review, African Journal of Economic Review, vol. 10(1), January.
    4. Tavares, Lara Patrício & Zantomio, Francesca, 2017. "Inequity in healthcare use among older people after 2008: The case of southern European countries," Health Policy, Elsevier, vol. 121(10), pages 1063-1071.
    5. Zhongliang Zhou & Yu Fang & Zhiying Zhou & Dan Li & Dan Wang & Yanli Li & Li Lu & Jianmin Gao & Gang Chen, 2017. "Assessing Income-Related Health Inequality and Horizontal Inequity in China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 132(1), pages 241-256, May.
    6. Ziebarth, Nicolas, 2010. "Measurement of health, health inequality, and reporting heterogeneity," Social Science & Medicine, Elsevier, vol. 71(1), pages 116-124, July.
    7. McGovern, Mark E., 2014. "Comparing the relationship between stature and later life health in six low and middle income countries," The Journal of the Economics of Ageing, Elsevier, vol. 4(C), pages 128-148.
    8. Olufunke Alaba & Lumbwe Chola, 2014. "Socioeconomic Inequalities in Adult Obesity Prevalence in South Africa: A Decomposition Analysis," IJERPH, MDPI, vol. 11(3), pages 1-20, March.
    9. Cinaroglu, Songul, 2024. "Trends in out-of-pocket health expenditure inequality in Turkey under comprehensive health reforms," World Development Perspectives, Elsevier, vol. 34(C).
    10. Kehinde O. Omotoso & Steven F. Koch, 2017. "Social Determinants of Health Inequalities in South Africa: A Decomposition Analysis," Working Papers 201716, University of Pretoria, Department of Economics.
    11. Sato, Azusa, 2012. "Do Inequalities in Health Care Utilization in Developing Countries Change When We Take into Account Traditional Medicines?," World Development, Elsevier, vol. 40(11), pages 2275-2289.
    12. Alemayehu Ambel & Colin Andrews & Anne Bakilana & Elizabeth Foster & Qaiser Khan & Huihui Wang, 2015. "Maternal and Child Health Inequalities in Ethiopia," World Bank Publications - Reports 23805, The World Bank Group.
    13. Eibhlin Hudson & David Madden & Irene Mosca, 2015. "A Formal Investigation of Inequalities in Health Behaviours After Age 50 on the Island of Ireland," The Economic and Social Review, Economic and Social Studies, vol. 46(2), pages 233-265.
    14. Eddy van Doorslaer & Owen O'Donnell, 2008. "Measurement and Explanation of Inequality in Health and Health Care in Low-Income Settings," WIDER Working Paper Series DP2008-04, World Institute for Development Economic Research (UNU-WIDER).
    15. Philip Clarke & Tom Van Ourti, 2009. "Correcting the Bias in the Concentration Index when Income is Grouped," CEPR Discussion Papers 599, Centre for Economic Policy Research, Research School of Economics, Australian National University.
    16. John E. Ataguba, 2022. "A short note revisiting the concentration index: Does the normalization of the concentration index matter?," Health Economics, John Wiley & Sons, Ltd., vol. 31(7), pages 1506-1512, July.
    17. Dhammika Deepani Siriwardhana & Arunasalam Pathmeswaran & Ananda Rajitha Wickremasinghe, 2019. "Socioeconomic inequality and determinants of postnatal home visits made by public health midwives: An analysis of the Sri Lanka Demographic and Health Survey," PLOS ONE, Public Library of Science, vol. 14(4), pages 1-15, April.
    18. Batana, Yélé Maweki, 2010. "Evolution of social inequalities in health in Quebec?," MPRA Paper 20710, University Library of Munich, Germany.
    19. Marianne Tenand & Pieter Bakx & Eddy van Doorslaer, 2020. "Equal long‐term care for equal needs with universal and comprehensive coverage? An assessment using Dutch administrative data," Health Economics, John Wiley & Sons, Ltd., vol. 29(4), pages 435-451, April.
    20. Triaca, Lívia Madeira & dos Santos, Anderson Moreira Aristides & Tejada, Cesar Augusto Oviedo, 2020. "Socioeconomic inequalities in obesity in Brazil," Economics & Human Biology, Elsevier, vol. 39(C).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0078809. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.