IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v79y2019icp57-73.html
   My bibliography  Save this article

Does the relationship between income and child health differ across income groups? Evidence from India

Author

Listed:
  • Swaminathan, Harini
  • Sharma, Anurag
  • Shah, Narendra G.

Abstract

This study explores the relationship between child health and socioeconomic status (health-income gradient) using the Indian Human Development Survey-II (2011-12) for children up to 5 years of age. Unlike previous studies our empirical analysis allows the gradient to vary across different income intervals using linear and cubic spline regressions. We use objective measure of child health - height-for-age Z-scores and find that an increase in income, on an average leads to reduction in prevalence of stunting. We also find differential effect of income on health across the income distribution with no effect of income on child health for very poor households. Further we explore underlying factors explaining the gradient and find that maternal health, housing quality, sanitation, non-infectious environment, media exposure to women and a safe neighbourhood are transmission channels that affect child health and together they explain almost 40% of the overall income effect. One of the major implication of our findings is that any policy to increase income of poor households should be complemented with a health policy designed specifically towards children as poor households are less likely to allocate additional income to child health.

Suggested Citation

  • Swaminathan, Harini & Sharma, Anurag & Shah, Narendra G., 2019. "Does the relationship between income and child health differ across income groups? Evidence from India," Economic Modelling, Elsevier, vol. 79(C), pages 57-73.
  • Handle: RePEc:eee:ecmode:v:79:y:2019:i:c:p:57-73
    DOI: 10.1016/j.econmod.2018.10.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999318301950
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2018.10.001?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Harold Alderman & John Hoddinott & Bill Kinsey, 2006. "Long term consequences of early childhood malnutrition," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 450-474, July.
    2. Brennan, Lance & McDonald, John & Shlomowitz, Ralph, 2004. "Infant feeding practices and chronic child malnutrition in the Indian states of Karnataka and Uttar Pradesh," Economics & Human Biology, Elsevier, vol. 2(1), pages 139-158, March.
    3. Apouey, Bénédicte & Geoffard, Pierre-Yves, 2013. "Family income and child health in the UK," Journal of Health Economics, Elsevier, vol. 32(4), pages 715-727.
    4. repec:pri:cheawb:case_paxson_economic_status_paper is not listed on IDEAS
    5. Subramanian, S.V. & Subramanyam, Malavika A. & Selvaraj, Sakthivel & Kawachi, Ichiro, 2009. "Are self-reports of health and morbidities in developing countries misleading? Evidence from India," Social Science & Medicine, Elsevier, vol. 68(2), pages 260-265, January.
    6. Janet Currie & Mark Stabile, 2003. "Socioeconomic Status and Child Health: Why Is the Relationship Stronger for Older Children?," American Economic Review, American Economic Association, vol. 93(5), pages 1813-1823, December.
    7. Dean Spears & Arabinda Ghosh & Oliver Cumming, 2013. "Open Defecation and Childhood Stunting in India: An Ecological Analysis of New Data from 112 Districts," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-1, September.
    8. Chalasani, Satvika, 2012. "Understanding wealth-based inequalities in child health in India: A decomposition approach," Social Science & Medicine, Elsevier, vol. 75(12), pages 2160-2169.
    9. Tarozzi, Alessandro & Mahajan, Aprajit, 2007. "Child Nutrition in India in the Nineties," Economic Development and Cultural Change, University of Chicago Press, vol. 55(3), pages 441-486, April.
    10. Janet Currie, 2009. "Healthy, Wealthy, and Wise: Socioeconomic Status, Poor Health in Childhood, and Human Capital Development," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 87-122, March.
    11. Goode, Alison & Mavromaras, Kostas & zhu, Rong, 2014. "Family income and child health in China," China Economic Review, Elsevier, vol. 29(C), pages 152-165.
    12. Malavika A Subramanyam & Ichiro Kawachi & Lisa F Berkman & S V Subramanian, 2011. "Is Economic Growth Associated with Reduction in Child Undernutrition in India?," Working Papers id:3926, eSocialSciences.
    13. repec:pri:cheawb:case_paxson_economic_status_paper.pdf is not listed on IDEAS
    14. Carol Propper & John Rigg & Simon Burgess, 2007. "Child health: evidence on the roles of family income and maternal mental health from a UK birth cohort," Health Economics, John Wiley & Sons, Ltd., vol. 16(11), pages 1245-1269.
    15. Dowd, Jennifer Beam, 2007. "Early childhood origins of the income/health gradient: The role of maternal health behaviors," Social Science & Medicine, Elsevier, vol. 65(6), pages 1202-1213, September.
    16. Lisa Cameron & Jenny Williams, 2009. "Is the relationship between socioeconomic status and health stronger for older children in developing countries?," Demography, Springer;Population Association of America (PAA), vol. 46(2), pages 303-324, May.
    17. Grossman, Michael, 2000. "The human capital model," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 7, pages 347-408, Elsevier.
    18. Deaton, Angus & Arora, Raksha, 2009. "Life at the top: The benefits of height," Economics & Human Biology, Elsevier, vol. 7(2), pages 133-136, July.
    19. Smith, Lisa C. & Haddad, Lawrence, 2015. "Reducing Child Undernutrition: Past Drivers and Priorities for the Post-MDG Era," World Development, Elsevier, vol. 68(C), pages 180-204.
    20. Khanam, Rasheda & Nghiem, Hong Son & Connelly, Luke B., 2009. "Child health and the income gradient: Evidence from Australia," Journal of Health Economics, Elsevier, vol. 28(4), pages 805-817, July.
    21. Pathak, Praveen Kumar & Singh, Abhishek, 2011. "Trends in malnutrition among children in India: Growing inequalities across different economic groups," Social Science & Medicine, Elsevier, vol. 73(4), pages 576-585, August.
    22. Simon Condliffe & Charles R. Link, 2008. "The Relationship between Economic Status and Child Health: Evidence from the United States," American Economic Review, American Economic Association, vol. 98(4), pages 1605-1618, September.
    23. Tarozzi, Alessandro & Mahajan, Aprajit, 2007. "Child Nutrition in India in the Nineties," Economic Development and Cultural Change, University of Chicago Press, vol. 55(3), pages 441-486, April.
    24. Malavika A Subramanyam & Ichiro Kawachi & Lisa F Berkman & S V Subramanian, 2011. "Is Economic Growth Associated with Reduction in Child Undernutrition in India?," PLOS Medicine, Public Library of Science, vol. 8(3), pages 1-15, March.
    25. Sushanta K. Mallick, 2014. "Disentangling the Poverty Effects of Sectoral Output, Prices, and Policies in India," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(4), pages 773-801, December.
    26. Kapur Mehta, Aasha & Shah, Amita, 2003. "Chronic Poverty in India: Incidence, Causes and Policies," World Development, Elsevier, vol. 31(3), pages 491-511, March.
    27. Atheendar S. Venkataramani, 2011. "The intergenerational transmission of height: evidence from rural Vietnam," Health Economics, John Wiley & Sons, Ltd., vol. 20(12), pages 1448-1467, December.
    28. Anne Case & Darren Lubotsky & Christina Paxson, 2002. "Economic Status and Health in Childhood: The Origins of the Gradient," American Economic Review, American Economic Association, vol. 92(5), pages 1308-1334, December.
    29. Vincenzo Carrieri & Andrew M. Jones, 2017. "The Income–Health Relationship ‘Beyond the Mean’: New Evidence from Biomarkers," Health Economics, John Wiley & Sons, Ltd., vol. 26(7), pages 937-956, July.
    30. Svedberg, Peter, 2000. "Poverty and Undernutrition: Theory, Measurement, and Policy," OUP Catalogue, Oxford University Press, number 9780198292685, Decembrie.
    31. Nie, Peng & Rammohan, Anu & Gwozdz, Wencke & Sousa-Poza, Alfonso, 2016. "Developments in Undernutrition in Indian Children Under Five: A Decompositional Analysis," IZA Discussion Papers 9893, Institute of Labor Economics (IZA).
    32. Currie, Alison & Shields, Michael A. & Price, Stephen Wheatley, 2007. "The child health/family income gradient: Evidence from England," Journal of Health Economics, Elsevier, vol. 26(2), pages 213-232, March.
    33. Jason Fletcher & Barbara Wolfe, 2014. "Increasing Our Understanding Of The Health‐Income Gradient In Children," Health Economics, John Wiley & Sons, Ltd., vol. 23(4), pages 473-486, April.
    34. Sepehri, Ardeshir & Guliani, Harminder, 2015. "Socioeconomic status and children's health: Evidence from a low-income country," Social Science & Medicine, Elsevier, vol. 130(C), pages 23-31.
    35. Kuehnle, Daniel, 2014. "The causal effect of family income on child health in the UK," Journal of Health Economics, Elsevier, vol. 36(C), pages 137-150.
    36. Carol Propper & John Rigg & Simon Burgess, 2007. "Child health: evidence on the roles of family income and maternal mental health from a UK birth cohort," Health Economics, John Wiley & Sons, Ltd., vol. 16(11), pages 1245-1269, November.
    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. Bose, Udichibarna & Arun, Thankom & Arun, Shoba, 2021. "Do information networks benefit households with female heads?," Economic Modelling, Elsevier, vol. 103(C).
    2. Mookerjee, Mehreen & Ojha, Manini & Roy, Sanket, 2023. "Family planning practices: Examining the link between contraception and child health," Economic Modelling, Elsevier, vol. 129(C).
    3. Neha Agarwal & Anaka Aiyar & Andrew Bergmann & Joseph Cummins & Jingyan Guo & Vaishali Jain, 2024. "Caste Differences in Child Growth: Disentangling Endowment and Investment Effects," Working Papers 202401, University of California at Riverside, Department of Economics.
    4. Kajal Lahiri & Liu Yang, 2021. "Estimating Endogenous Ordered Response Panel Data Models with an Application to Income Gradient in Child Health," Sankhya B: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 83(2), pages 207-243, November.

    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. Owen O'Donnell & Eddy Van Doorslaer & Tom Van Ourti, 2013. "Health and Inequality," Tinbergen Institute Discussion Papers 13-170/V, Tinbergen Institute.
    2. Khanam, Rasheda & Nghiem, Hong Son & Connelly, Luke B., 2009. "Child health and the income gradient: Evidence from Australia," Journal of Health Economics, Elsevier, vol. 28(4), pages 805-817, July.
    3. Rasheda Khanam & Son Nghiem & Maisha Rahman, 2020. "The income gradient and child mental health in Australia: does it vary by assessors?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(1), pages 19-36, February.
    4. Nakamura, Sayaka, 2014. "Parental income and child health in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 32(C), pages 42-55.
    5. Borga, Liyousew G. & Münich, Daniel & Kukla, Lubomir, 2021. "The socioeconomic gradient in child health and noncognitive skills: Evidence from the Czech Republic," Economics & Human Biology, Elsevier, vol. 43(C).
    6. Kuehnle, Daniel, 2014. "The causal effect of family income on child health in the UK," Journal of Health Economics, Elsevier, vol. 36(C), pages 137-150.
    7. Jason Murasko, 2015. "The Age Profile of the Income–Health Gradient: An Evaluation of Two Large Cohorts of Contemporary US Children," Journal of Family and Economic Issues, Springer, vol. 36(2), pages 289-298, June.
    8. Apouey, Bénédicte & Geoffard, Pierre-Yves, 2013. "Family income and child health in the UK," Journal of Health Economics, Elsevier, vol. 32(4), pages 715-727.
    9. Goode, Alison & Mavromaras, Kostas & zhu, Rong, 2014. "Family income and child health in China," China Economic Review, Elsevier, vol. 29(C), pages 152-165.
    10. Rasheda Khanam & Hong Son Nghiem & Luke Brian Connelly, 2014. "What Roles Do Contemporaneous And Cumulative Incomes Play In The Income–Child Health Gradient For Young Children? Evidence From An Australian Panel," Health Economics, John Wiley & Sons, Ltd., vol. 23(8), pages 879-893, August.
    11. Daniel Kuehnle, 2013. "The causal effect of family income on child health: A re-examination using an instrumental variables approach," Working Papers 133, Bavarian Graduate Program in Economics (BGPE).
    12. Sepehri, Ardeshir & Guliani, Harminder, 2015. "Socioeconomic status and children's health: Evidence from a low-income country," Social Science & Medicine, Elsevier, vol. 130(C), pages 23-31.
    13. de Gendre, Alexandra & Lynch, John & Meunier, Aurélie & Pilkington, Rhiannon & Schurer, Stefanie, 2021. "Child Health and Parental Responses to an Unconditional Cash Transfer at Birth," IZA Discussion Papers 14693, Institute of Labor Economics (IZA).
    14. Chen, Yi & Lei, Xiaoyan & Zhou, Li-An, 2010. "Child Health and the Income Gradient: Evidence from China," IZA Discussion Papers 5182, Institute of Labor Economics (IZA).
    15. 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.
    16. Petrou, Stavros & Kupek, Emil, 2010. "Poverty and childhood undernutrition in developing countries: A multi-national cohort study," Social Science & Medicine, Elsevier, vol. 71(7), pages 1366-1373, October.
    17. Kahouli, Sondès, 2020. "An economic approach to the study of the relationship between housing hazards and health: The case of residential fuel poverty in France," Energy Economics, Elsevier, vol. 85(C).
    18. Shu-Hsi Ho & Wen-Shai Hung, 2013. "A study of the Health of Children Born to Foreign- and Native-Born Mothers in Taiwan," Journal of Family and Economic Issues, Springer, vol. 34(3), pages 355-368, September.
    19. Bénédicte Apouey & Pierre-Yves Geoffard, 2015. "Le gradient et la transmission intergénérationnelle de la santé pendant l'enfance," Économie et Statistique, Programme National Persée, vol. 475(1), pages 113-133.
    20. Kajal Lahiri & Liu Yang, 2021. "Estimating Endogenous Ordered Response Panel Data Models with an Application to Income Gradient in Child Health," Sankhya B: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 83(2), pages 207-243, November.

    More about this item

    Keywords

    Child health; Income; Gradient; Transmission channels; Spline regression; India;
    All these keywords.

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth

    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:eee:ecmode:v:79:y:2019:i:c:p:57-73. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    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.