Spatial distribution of mortality by homicide and social inequalities according to race/skin color in an intra-urban Brazilian space

INTRODUCTION: In Brazil, deaths by external causes rank first in the mortality statistics. Nevertheless, studies which investigate the relationship between mortality by external causes and race/skin color are scarce. OBJECTIVES: To evaluate the relative contribution of race/skin color to the spatial distribution of mortality by homicide in Salvador, state of Bahia, Brazil, in the period 1998 - 2003. MATERIAL AND METHODS: This is a spatial aggregate study including secondary data on 5,250 subjects, using a unit of analysis called the "weighting area" (WA). Annual average death rates by homicide were estimated. The Global and Local Moran Index were used to evaluate the presence of spatial autocorrelation and the Conditional Auto Regressive (CAR) model was employed to evaluate the referred effect, using the R statistical package. RESULTS: Global and Local Moran's I tests were significant. CAR regression showed that the predicted mortality rate increases when there is a growth in the proportion of black males aged between 15 and 49 years. Geometrically weighted regression (GWR) showed a very small variation of the local coefficients for all predictors. CONCLUSION: We demonstrated that the interrelation between race, violence and space is a phenomenon which results from a long process of social inequality. Understanding these interactions requires interdisciplinary efforts that contribute to advancement of knowledge that leads to more specific Public Health interventions.

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Main Authors: Araújo,Edna Maria de, Costa,Maria da Conceição Nascimento, Oliveira,Nelson Fernandes de, Santana,Francisco dos Santos, Barreto,Maurício Lima, Hogan,Vijaya, Araújo,Tânia Maria de
Format: Digital revista
Language:English
Published: Associação Brasileira de Saúde Coletiva 2010
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1415-790X2010000400001
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spelling oai:scielo:S1415-790X20100004000012010-12-10Spatial distribution of mortality by homicide and social inequalities according to race/skin color in an intra-urban Brazilian spaceAraújo,Edna Maria deCosta,Maria da Conceição NascimentoOliveira,Nelson Fernandes deSantana,Francisco dos SantosBarreto,Maurício LimaHogan,VijayaAraújo,Tânia Maria de External causes Homicide Race/skin color Spatial analysis Social inequalities INTRODUCTION: In Brazil, deaths by external causes rank first in the mortality statistics. Nevertheless, studies which investigate the relationship between mortality by external causes and race/skin color are scarce. OBJECTIVES: To evaluate the relative contribution of race/skin color to the spatial distribution of mortality by homicide in Salvador, state of Bahia, Brazil, in the period 1998 - 2003. MATERIAL AND METHODS: This is a spatial aggregate study including secondary data on 5,250 subjects, using a unit of analysis called the "weighting area" (WA). Annual average death rates by homicide were estimated. The Global and Local Moran Index were used to evaluate the presence of spatial autocorrelation and the Conditional Auto Regressive (CAR) model was employed to evaluate the referred effect, using the R statistical package. RESULTS: Global and Local Moran's I tests were significant. CAR regression showed that the predicted mortality rate increases when there is a growth in the proportion of black males aged between 15 and 49 years. Geometrically weighted regression (GWR) showed a very small variation of the local coefficients for all predictors. CONCLUSION: We demonstrated that the interrelation between race, violence and space is a phenomenon which results from a long process of social inequality. Understanding these interactions requires interdisciplinary efforts that contribute to advancement of knowledge that leads to more specific Public Health interventions.info:eu-repo/semantics/openAccessAssociação Brasileira de Saúde ColetivaRevista Brasileira de Epidemiologia v.13 n.4 20102010-12-01info:eu-repo/semantics/articletext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1415-790X2010000400001en10.1590/S1415-790X2010000400001
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countrycode BR
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libraryname SciELO
language English
format Digital
author Araújo,Edna Maria de
Costa,Maria da Conceição Nascimento
Oliveira,Nelson Fernandes de
Santana,Francisco dos Santos
Barreto,Maurício Lima
Hogan,Vijaya
Araújo,Tânia Maria de
spellingShingle Araújo,Edna Maria de
Costa,Maria da Conceição Nascimento
Oliveira,Nelson Fernandes de
Santana,Francisco dos Santos
Barreto,Maurício Lima
Hogan,Vijaya
Araújo,Tânia Maria de
Spatial distribution of mortality by homicide and social inequalities according to race/skin color in an intra-urban Brazilian space
author_facet Araújo,Edna Maria de
Costa,Maria da Conceição Nascimento
Oliveira,Nelson Fernandes de
Santana,Francisco dos Santos
Barreto,Maurício Lima
Hogan,Vijaya
Araújo,Tânia Maria de
author_sort Araújo,Edna Maria de
title Spatial distribution of mortality by homicide and social inequalities according to race/skin color in an intra-urban Brazilian space
title_short Spatial distribution of mortality by homicide and social inequalities according to race/skin color in an intra-urban Brazilian space
title_full Spatial distribution of mortality by homicide and social inequalities according to race/skin color in an intra-urban Brazilian space
title_fullStr Spatial distribution of mortality by homicide and social inequalities according to race/skin color in an intra-urban Brazilian space
title_full_unstemmed Spatial distribution of mortality by homicide and social inequalities according to race/skin color in an intra-urban Brazilian space
title_sort spatial distribution of mortality by homicide and social inequalities according to race/skin color in an intra-urban brazilian space
description INTRODUCTION: In Brazil, deaths by external causes rank first in the mortality statistics. Nevertheless, studies which investigate the relationship between mortality by external causes and race/skin color are scarce. OBJECTIVES: To evaluate the relative contribution of race/skin color to the spatial distribution of mortality by homicide in Salvador, state of Bahia, Brazil, in the period 1998 - 2003. MATERIAL AND METHODS: This is a spatial aggregate study including secondary data on 5,250 subjects, using a unit of analysis called the "weighting area" (WA). Annual average death rates by homicide were estimated. The Global and Local Moran Index were used to evaluate the presence of spatial autocorrelation and the Conditional Auto Regressive (CAR) model was employed to evaluate the referred effect, using the R statistical package. RESULTS: Global and Local Moran's I tests were significant. CAR regression showed that the predicted mortality rate increases when there is a growth in the proportion of black males aged between 15 and 49 years. Geometrically weighted regression (GWR) showed a very small variation of the local coefficients for all predictors. CONCLUSION: We demonstrated that the interrelation between race, violence and space is a phenomenon which results from a long process of social inequality. Understanding these interactions requires interdisciplinary efforts that contribute to advancement of knowledge that leads to more specific Public Health interventions.
publisher Associação Brasileira de Saúde Coletiva
publishDate 2010
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1415-790X2010000400001
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