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Infant Mortality in Rural Bangladesh: State Dependence vs. Unobserved Heterogeneity

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Author Info
Saha, U.R.
Soest, A.H.O. van (Tilburg University, Center for Economic Research)

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Abstract

Using longitudinal data of the Health and Demographic Surveillance System (HDSS) in Matlab, Bangladesh, covering the time period 1982 – 2005, and exploiting dynamic panel data models, we analyze siblings’ death at infancy, controlling for unobserved heterogeneity and a causal effect of death of one child on survival chances of the next child. Matlab is a rural area split into two: a “treatment†area where along with standard government services extensive maternal and child health interventions are available, and a “comparison†area where only the standard government services are available. The observed infant mortality rates are 50 per 1,000 live births in the treatment area and 67.4/1,000 in the comparison area. We use separate models for the two areas and analyze the differences in infant mortality between the two areas using several decompositions. Our model predicts that in the comparison area, the likelihood of infant death is about 30% larger if the previous sibling died at infancy than if it did not, and the estimates suggest that, in the absence of this “scarring†effect, the infant mortality rate among the second and higher order births would fall by 6.2%. There is no evidence of such a scarring effect in the treatment area, perhaps because learning effects play a larger role with the available extensive health interventions. We find that distance to the nearest health clinic can explain a substantial part of the gap in infant mortality between the two areas.

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Paper provided by Tilburg University, Center for Economic Research in its series Discussion Paper with number 2009-26.

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Date of creation: 2009
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Handle: RePEc:dgr:kubcen:200926

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Find related papers by JEL classification:
I12 - Health, Education, and Welfare - - Health - - - Health Production
J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data

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  1. Bhalotra, Sonia & Soest, Arthur van, 2008. "Birth-spacing, fertility and neonatal mortality in India: Dynamics, frailty, and fecundity," Journal of Econometrics, Elsevier, vol. 143(2), pages 274-290, April. [Downloadable!] (restricted)
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  2. Yun, Myeong-Su, 2004. "Decomposing differences in the first moment," Economics Letters, Elsevier, vol. 82(2), pages 275-280, February. [Downloadable!] (restricted)
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  3. Bolstad W. M & Manda S. O, 2001. "Investigating Child Mortality in Malawi Using Family and Community Random Effects: A Bayesian Analysis," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 12-19, March. [Downloadable!] (restricted)
  4. Wiji Arulampalam & Mark B. Stewart, 2007. "Simplified Implementation of the Heckman Estimator of the Dynamic Probit Model and a Comparison with Alternative Estimators," IZA Discussion Papers 3039, Institute for the Study of Labor (IZA). [Downloadable!]
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  5. Jeffrey M Wooldridge, 2002. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," CeMMAP working papers CWP18/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies. [Downloadable!]
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  6. Sonia Bhalotra & Christine Valente & Arthur van Soest, 2008. "Religion and Childhood Death in India," The Centre for Market and Public Organisation 08/185, Department of Economics, University of Bristol, UK. [Downloadable!]
  7. Wiji Arulampalam & Sonia Bhalotra, 2006. "Sibling death clustering in India: state dependence "versus" unobserved heterogeneity," Journal Of The Royal Statistical Society Series A, Royal Statistical Society, vol. 169(4), pages 829-848. [Downloadable!] (restricted)
  8. Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-64, May. [Downloadable!] (restricted)
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This page was last updated on 2009-11-25.


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