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Determinants of infant and child mortality in Kenya: an analysis controlling for frailty effects

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  • D. Omariba
  • Roderic Beaujot
  • Fernando Rajulton

Abstract

In this paper, Weibull unobserved heterogeneity (frailty) survival models are utilized to analyze the determinants of infant and child mortality in Kenya. The results of these models are compared to those of standard Weibull survival models. The study particularly examines the extent to which child survival risks continue to vary net of observed factors and the extent to which nonfrailty models are biased due to the violation of the statistical assumption of independence. The data came from the 1998 Kenya Demographic and Health Survey. The results of the standard Weibull survival models clearly show that biodemographic factors are more important in explaining infant mortality, while socioeconomic, sociocultural and hygienic factors are more important in explaining child mortality. Frailty effects are substantial and highly significant both in infancy and in childhood, but the conclusions remain the same as in the nonfrailty models. Copyright Springer Science+Business Media B.V. 2007

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  • D. Omariba & Roderic Beaujot & Fernando Rajulton, 2007. "Determinants of infant and child mortality in Kenya: an analysis controlling for frailty effects," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 26(3), pages 299-321, June.
    • Handle: RePEc:kap:poprpr:v:26:y:2007:i:3:p:299-321
    DOI: 10.1007/s11113-007-9031-z
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    1. Yamano, Takashi & Jayne, T. S., 2004. "Measuring the Impacts of Working-Age Adult Mortality on Small-Scale Farm Households in Kenya," World Development, Elsevier, vol. 32(1), pages 91-119, January.
    2. Patricio Solís & Starling G. Pullum & W. Frisbie, 2000. "Demographic models of birth outcomes and infant mortality: An alternative measurement approach," Demography, Springer;Population Association of America (PAA), vol. 37(4), pages 489-498, November.
    3. Defo, B.A., 1996. "Areal and Socioeconomic Differentials in Infant and Child Mortality in Cameroon," Papers 96-05, RAND - Reprint Series.
    4. Nyambedha, Erick Otieno & Wandibba, Simiyu & Aagaard-Hansen, Jens, 2001. "Policy implications of the inadequate support systems for orphans in Western Kenya," Health Policy, Elsevier, vol. 58(1), pages 83-96, October.
    5. Narayan Sastry, 1996. "Community characteristics, individual and household attributes, and child survival in brazil," Demography, Springer;Population Association of America (PAA), vol. 33(2), pages 211-229, May.
    6. Manda, Samuel O. M., 1999. "Birth intervals, breastfeeding and determinants of childhood mortality in Malawi," Social Science & Medicine, Elsevier, vol. 48(3), pages 301-312, February.
    7. Sonalde Desai & Soumya Alva, 1998. "Maternal education and child health: Is there a strong causal relationship?," Demography, Springer;Population Association of America (PAA), vol. 35(1), pages 71-81, February.
    8. Siân Curtis & Ian Diamond & John McDonald, 1993. "Birth interval and family effects on postneonatal mortality in Brazil," Demography, Springer;Population Association of America (PAA), vol. 30(1), pages 33-43, February.
    9. Anne Pebley & Noreen Goldman & Germán Rodríguez, 1996. "Prenatal and delivery care and childhood immunization in guatemala: Do family and community matter?," Demography, Springer;Population Association of America (PAA), vol. 33(2), pages 231-247, May.
    10. Mario Cleves & William W. Gould & Roberto G. Gutierrez & Yulia Marchenko, 2010. "An Introduction to Survival Analysis Using Stata," Stata Press books, StataCorp LP, edition 3, number saus3, March.
    11. Defo, Barthélémy Kuate, 1996. "Areal and socioeconomic differentials in infant and child mortality in Cameroon," Social Science & Medicine, Elsevier, vol. 42(3), pages 399-420, February.
    12. Nyambedha, Erick Otieno & Wandibba, Simiyu & Aagaard-Hansen, Jens, 2003. "Changing patterns of orphan care due to the HIV epidemic in western Kenya," Social Science & Medicine, Elsevier, vol. 57(2), pages 301-311, July.
    13. Alberto Palloni & Hantamala Rafalimanana, 1999. "The effects of infant mortality on fertility revisited: new evidence from latin america," Demography, Springer;Population Association of America (PAA), vol. 36(1), pages 41-58, February.
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