Related Experiment Video
Updated: Jan 28, 2026

Breakfast Habits among Schoolchildren in the City of Uruguaiana, Brazil
Published on: July 29, 2020
Spatial analysis of intentional homicides in João Pessoa, Paraíba, Brazil, 2011-2016
André Luiz Sá de Oliveira1, Carlos Feitosa Luna1, Louisiana Regadas de Macedo Quinino1
1Fundação Instituto Oswaldo Cruz, Instituto Aggeu Magalhães, Recife, PE, Brasil.
Objective:
to describe spatial patterns of intentional homicides in João Pessoa, Paraíba, Brazil, 2011-2016.
Methods:
this was an ecological study using census tracts as units of analysis; the study used data on intentional homicides of victims living in João Pessoa obtained by cross-checking Mortality Information System SIM information with Public Security information; mortality coefficients were calculated for the whole period and its triennia and were later smoothed using the local empirical Bayesian method; spatial autocorrelation techniques were applied to the smoothed coefficients which were using Moran's spatial statistics.
Results:
significant spatial autocorrelation was detected for the period as a whole I=0.679, p=0.01, the 1st triennium I=0.508, p=0.01, and the 2nd triennium I=0.572, p=0.01; areas of greater risk were identified distributed among the western, northwestern, southeastern, and far south zones of the city, mainly in regions with low socioeconomic conditions; census tracts with low coefficients were located in areas of medium/high socioeconomic status.
Conclusion:
homicides in João Pessoa were high in poor districts and these are priority areas for intervention.
Related Concept Videos
Depth Perception and Spatial Vision
Qualitative Analysis
For instance, group IV...
Dimensional Analysis
Conversion Factors and Dimensional Analysis
The unit...
Dimensional Analysis
In fluid mechanics, dimensional...
Pedigree Analysis
Epistasis Analysis

