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Infant and Child Mortality in India in the Last Two Decades: A Geospatial Analysis

Author

Listed:
  • Abhishek Singh
  • Praveen Kumar Pathak
  • Rajesh Kumar Chauhan
  • William Pan

Abstract

Background: Studies examining the intricate interplay between poverty, female literacy, child malnutrition, and child mortality are rare in demographic literature. Given the recent focus on Millennium Development Goals 4 (child survival) and 5 (maternal health), we explored whether the geographic regions that were underprivileged in terms of wealth, female literacy, child nutrition, or safe delivery were also grappling with the elevated risk of child mortality; whether there were any spatial outliers; whether these relationships have undergone any significant change over historical time periods. Methodology: The present paper attempted to investigate these critical questions using data from household surveys like NFHS 1992–1993, NFHS 1998–1999 and DLHS 2002–2004. For the first time, we employed geo-spatial techniques like Moran's-I, univariate LISA, bivariate LISA, spatial error regression, and spatiotemporal regression to address the research problem. For carrying out the geospatial analysis, we classified India into 76 natural regions based on the agro-climatic scheme proposed by Bhat and Zavier (1999) following the Census of India Study and all estimates were generated for each of the geographic regions. Result/Conclusions: This study brings out the stark intra-state and inter-regional disparities in infant and under-five mortality in India over the past two decades. It further reveals, for the first time, that geographic regions that were underprivileged in child nutrition or wealth or female literacy were also likely to be disadvantaged in terms of infant and child survival irrespective of the state to which they belong. While the role of economic status in explaining child malnutrition and child survival has weakened, the effect of mother's education has actually become stronger over time.

Suggested Citation

  • Abhishek Singh & Praveen Kumar Pathak & Rajesh Kumar Chauhan & William Pan, 2011. "Infant and Child Mortality in India in the Last Two Decades: A Geospatial Analysis," PLOS ONE, Public Library of Science, vol. 6(11), pages 1-19, November.
  • Handle: RePEc:plo:pone00:0026856
    DOI: 10.1371/journal.pone.0026856
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    References listed on IDEAS

    as
    1. Parthapratim Pal & Jayati Ghosh, 2007. "Inequality in India: A survey of recent trends," Working Papers 45, United Nations, Department of Economics and Social Affairs.
    2. Joshua Kembo & Jeroen K Van Ginneken, 2009. "Determinants of infant and child mortality in Zimbabwe: Results of multivariate hazard analysis," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 21(13), pages 367-384.
    3. (No last name available), Himanshu, 2013. "Poverty and Food Security in India," ADB Economics Working Paper Series 369, Asian Development Bank.
    4. Alexander A. Weinreb & Patrick Gerland & Peter Fleming, 2008. "Hotspots and Coldspots: Household and village-level variation in orphanhood prevalence in rural Malawi," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 19(32), pages 1217-1248.
    5. Praveen Kumar Pathak & Abhishek Singh & S V Subramanian, 2010. "Economic Inequalities in Maternal Health Care: Prenatal Care and Skilled Birth Attendance in India, 1992–2006," PLOS ONE, Public Library of Science, vol. 5(10), pages 1-17, October.
    6. Shelah Bloom & David Wypij & Monica Gupta, 2001. "Dimensions of women’s autonomy and the influence on maternal health care utilization in a north indian city," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 67-78, February.
    7. S V Subramanian & George Davey Smith & Malavika Subramanyam, 2006. "Indigenous Health and Socioeconomic Status in India," PLOS Medicine, Public Library of Science, vol. 3(10), pages 1-11, October.
    8. Pallikadavath, Saseendran & Foss, Mary & Stones, R William, 2004. "Antenatal care: provision and inequality in rural north India," Social Science & Medicine, Elsevier, vol. 59(6), pages 1147-1158, September.
    9. Vinod Mishra & T. K. Roy & Robert D. Retherford, 2004. "Sex Differentials in Childhood Feeding, Health Care, and Nutritional Status in India," Population and Development Review, The Population Council, Inc., vol. 30(2), pages 269-295, June.
    10. Premchand Dommaraju & Victor Agadjanian & Scott Yabiku, 2008. "The Pervasive and Persistent Influence of Caste on Child Mortality in India," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 27(4), pages 477-495, August.
    11. Macintyre, Sally & Macdonald, Laura & Ellaway, Anne, 2008. "Do poorer people have poorer access to local resources and facilities? The distribution of local resources by area deprivation in Glasgow, Scotland," Social Science & Medicine, Elsevier, vol. 67(6), pages 900-914, September.
    12. Griffiths, Paula & Matthews, Zoë & Hinde, Andrew, 2002. "Gender, family, and the nutritional status of children in three culturally contrasting states of India," Social Science & Medicine, Elsevier, vol. 55(5), pages 775-790, September.
    13. repec:cai:poeine:pope_406_0831 is not listed on IDEAS
    14. repec:asg:wpaper:1042 is not listed on IDEAS
    15. June Y T Po & S V Subramanian, 2011. "Mortality Burden and Socioeconomic Status in India," PLOS ONE, Public Library of Science, vol. 6(2), pages 1-8, February.
    16. Navaneetham, K. & Dharmalingam, A., 2002. "Utilization of maternal health care services in Southern India," Social Science & Medicine, Elsevier, vol. 55(10), pages 1849-1869, November.
    17. Mark Montgomery & Michele Gragnolati & Kathleen Burke & Edmundo Paredes, 2000. "Measuring living standards with proxy variables," Demography, Springer;Population Association of America (PAA), vol. 37(2), pages 155-174, May.
    18. Pande, Rohini P. & Yazbeck, Abdo S., 2003. "What's in a country average? Wealth, gender, and regional inequalities in immunization in India," Social Science & Medicine, Elsevier, vol. 57(11), pages 2075-2088, December.
    19. Root, Graham, 1997. "Population density and spatial differentials in child mortality in Zimbabwe," Social Science & Medicine, Elsevier, vol. 44(3), pages 413-421, February.
    20. Subramanian, S.V. & Nandy, S. & Irving, M. & Gordon, D. & Lambert, H. & Smith, G.D., 2006. "The mortality divide in India: The differential contributions of gender, caste, and standard of living across the life course," American Journal of Public Health, American Public Health Association, vol. 96(5), pages 818-825.
    21. Alaka Malwade Basu & Sajeda Amin, 2000. "Conditioning Factors for Fertility Decline in Bengal: History, Language Identity, and Openness to Innovations," Population and Development Review, The Population Council, Inc., vol. 26(4), pages 761-794, December.
    22. Angus Deaton & Valerie Kozel, 2005. "Data and Dogma: The Great Indian Poverty Debate," The World Bank Research Observer, World Bank, vol. 20(2), pages 177-199.
    23. Sunil, T.S. & Rajaram, S. & Zottarelli, Lisa K., 2006. "Do individual and program factors matter in the utilization of maternal care services in rural India? A theoretical approach," Social Science & Medicine, Elsevier, vol. 62(8), pages 1943-1957, April.
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    17. Chandrashekhar T Sreeramareddy & H N Harsha Kumar & Brijesh Sathian, 2013. "Time Trends and Inequalities of Under-Five Mortality in Nepal: A Secondary Data Analysis of Four Demographic and Health Surveys between 1996 and 2011," PLOS ONE, Public Library of Science, vol. 8(11), pages 1-1, November.
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    20. Anna E Bauze & Linda N Tran & Kim-Huong Nguyen & Sonja Firth & Eliana Jimenez-Soto & Laura Dwyer-Lindgren & Andrew Hodge & Alan D Lopez, 2012. "Equity and Geography: The Case of Child Mortality in Papua New Guinea," PLOS ONE, Public Library of Science, vol. 7(5), pages 1-9, May.

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