Genus · 2020 · 24 citations · 47 references
Public HealthBiostatisticsDemographyEpidemiologySpatial AnalysisSpatial StatisticsMortality AnalysisMortality PatternsSpace-time EpidemiologyDeath Registration CompletenessGeographic Variation In MortalityMortality RatesRegional Mortality DifferentialsRegional Mortality VariationSex Differential MortalitySex-specific Mortality AnalysisTemporal Trends In Mortality
Abstract To determine the variations and spatial patterns of adult mortality across regions, over time, and by sex for 137 small areas in Brazil, we first apply TOPALS to estimate and smooth mortality rates and then use death distribution methods to evaluate the quality of the mortality data. Lastly, we employ spatial autocorrelation statistics and cluster analysis to identify the adult mortality trends and variations in these areas between 1980 and 2010. We find not only that regions in Brazil’s South and Southeast already had complete death registration systems prior to the study period, but that the completeness of death count coverage improved over time across the entire nation—most especially in lesser developed regions—probably because of public investment in health data collection. By also comparing adult mortality by sex and by region, we document a mortality sex differential in favor of women that remains high over the entire study period, most probably as a result of increased morbidity from external causes, especially among males. This increase also explains the concentration of high male mortality levels in some areas.
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Local Indicators of Spatial Association—LISA
Luc Anselin · Geographical Analysis · 1995 · 12.5K citations · Full text
Computing, Geography, Geoinformatics +13
Model-Based Gaussian and Non-Gaussian Clustering
Jeffrey D. Banfield, Adrian E. Raftery · Biometrics · 1993 · 2.4K citations