Nature · 2019 · 276 citations · 49 references
Public HealthBiostatisticsChild HealthEpidemiologyGlobal HealthHealth GeographyChild MortalityInfant MortalityMortality AnalysisMortality PatternsNeonatal MortalityPopulation Health Of ChildrenChild Mortality EpidemiologyChild Mortality MappingChild Survival AnalysisGeographic Variation In MortalityGeographical DisparitiesMortality RatesPreventable Neonatal DeathsSpatial Epidemiology Of Mortality
Since 2000, many countries have achieved considerable success in improving child survival, but localized progress remains unclear. To inform efforts towards United Nations Sustainable Development Goal 3.2-to end preventable child deaths by 2030-we need consistently estimated data at the subnational level regarding child mortality rates and trends. Here we quantified, for the period 2000-2017, the subnational variation in mortality rates and number of deaths of neonates, infants and children under 5 years of age within 99 low- and middle-income countries using a geostatistical survival model. We estimated that 32% of children under 5 in these countries lived in districts that had attained rates of 25 or fewer child deaths per 1,000 live births by 2017, and that 58% of child deaths between 2000 and 2017 in these countries could have been averted in the absence of geographical inequality. This study enables the identification of high-mortality clusters, patterns of progress and geographical inequalities to inform appropriate investments and implementations that will help to improve the health of all populations.
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Gregory A. Roth, Degu Abate, Kalkidan Hassen Abate et al. · The Lancet · 2018 · 8.7K citations · Full text
Public Health, Health Sciences, Population Health Sciences +17
Social determinants of health inequalities
Michael Marmot · The Lancet · 2005 · 4.8K citations · Full text
4 million neonatal deaths: When? Where? Why?
Joy E Lawn, Simon Cousens, Jelka Zupan · The Lancet · 2005 · 3.7K citations
Finn Lindgren, Håvard Rue, Johan Lindström · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2011 · 2.7K citations · Full text
Discrete-Time Methods for the Analysis of Event Histories
Paul D. Allison · Sociological Methodology · 1982 · 2.1K citations
Humanities, History, Sociology +13