Corpus ID: 221641042

Explaining the Decline of Child Mortality in 44 Developing Countries: A Bayesian Extension of Oaxaca Decomposition Methods

@article{Ramos2020ExplainingTD,
  title={Explaining the Decline of Child Mortality in 44 Developing Countries: A Bayesian Extension of Oaxaca Decomposition Methods},
  author={Antonio P. Ramos and Martin J Flores and Leiwen Gao and Patrick Heuveline and Robert E. Weiss},
  journal={arXiv: Applications},
  year={2020}
}
We investigate the decline of infant mortality in 42 low and middle income countries (LMIC) using detailed micro data from 84 Demographic and Health Surveys. We estimate infant mortality risk for each infant in our data and develop a novel extension of Oaxaca decomposition to understand the sources of these changes. We find that the decline in infant mortality is due to a declining propensity for parents with given characteristics to experience the death of an infant rather than due to changes… Expand

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References

SHOWING 1-10 OF 19 REFERENCES
On the Determinants of Mortality Reductions in the Developing World
This paper presents and critically discusses a vast array of evidence on the determinants of mortality reductions in developing countries. We argue that increases in life expectancy between 1960 andExpand
What Has Driven the Decline of Infant Mortality in Kenya?
TLDR
A Oaxaca-Blinder decomposition shows that the increased ownership of bednets in endemic malaria zones explains 79 percent of the decline in infant mortality in Kenya, and suggests that better targeting of ITN provision could improve the cost-effectiveness of such programs. Expand
Factors Contributing to Maternal and Child Mortality Reductions in 146 Low- and Middle-Income Countries between 1990 and 2010
TLDR
Overall, countries improved maternal and child health from 1990 to 2010 mainly through improvements in the societal coverage of a broad array of health system, social, economic and environmental determinants of child health. Expand
The Causal Effect of Maternal Education on Child Mortality: Evidence From a Quasi-Experiment in Malawi and Uganda
TLDR
Exogenous variation in maternal education induced by schooling reforms introducing universal primary education in the second half of the 1990s in Malawi and Uganda is exploited to identify a causal relationship between maternal education and under-5 mortality. Expand
What explains rural-urban differentials in child mortality in Brazil?
  • N. Sastry
  • Geography, Medicine
  • Social science & medicine
  • 1997
TLDR
It is suggested that the urban advantage in child survival does not simply reflect underlying differences in socioeconomic and behavioral characteristics at the individual and household levels; rather, community variables appear to play an independent and important role. Expand
What explains the rural-urban gap in infant mortality: Household or community characteristics?
TLDR
Using Demographic and Health Survey data for six Francophone countries in Central and West sub-Saharan Africa, it is found that differences in the distributions of factors that determine mortalityexplain almost the entire gap in infant mortality rates. Expand
Beyond Oaxaca-Blinder: Accounting for Differences in Household Income Distributions Across Countries
The authors develop a microeconometric method to account for differences across distributions of household income. Going beyond the determination of earnings in labor markets, they also estimateExpand
Why has under-5 mortality decreased at such different rates in different countries?☆
TLDR
A model of 5q0 decline with cross-country heterogeneity in technical progress finds that female education is more important in open than closed economies and Geographical context and health systems have strong effects. Expand
Maternal education and child health: Is there a strong causal relationship?
TLDR
Although there is a strong correlation between maternal education and markers of child health, a causal relationship is far from established and maternal education remains statistically significant for chidren’s immunization status in about one-half of the countries even after individual-level and community-level controls are introduced. Expand
Neonatal, postneonatal, childhood, and under-5 mortality for 187 countries, 1970–2010: a systematic analysis of progress towards Millennium Development Goal 4
TLDR
This is the first study that uses Gaussian process regression to estimate child mortality, and this technique has better out-of-sample predictive validity than do previous methods and captures uncertainty caused by sampling and non-sampling error across data types. Expand
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