Suicide mortality among youth in southern Brazil: a spatiotemporal evaluation of socioeconomic vulnerability
Objective: To conduct a geospatial analysis of suicide deaths among young people in the state of Paraná, southern Brazil, and evaluate their association with socioeconomic and spatial determinants. Methods: Data were obtained from the Mortality Information System and the Brazilian Institute of Geog...
Main Authors: | , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Associação Brasileira de Psiquiatria (ABP)
|
Series: | Brazilian Journal of Psychiatry |
Subjects: | |
Online Access: | http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-44462019005014101&lng=en&tlng=en |
id |
doaj-87590691aa214c3e89dac4cb18766dd7 |
---|---|
record_format |
Article |
spelling |
doaj-87590691aa214c3e89dac4cb18766dd72020-11-25T01:11:42ZengAssociação Brasileira de Psiquiatria (ABP)Brazilian Journal of Psychiatry1809-452X10.1590/1516-4446-2018-0352S1516-44462019005014101Suicide mortality among youth in southern Brazil: a spatiotemporal evaluation of socioeconomic vulnerabilityAna C. AlarcãoCátia M. Dell’ AgnoloJoão R. VissociElias C.A. CarvalhoCatherine A. StatonLuciano de AndradeKátia B. FontesSandra M. PellosoJúlio C. NievolaMaria D. CarvalhoObjective: To conduct a geospatial analysis of suicide deaths among young people in the state of Paraná, southern Brazil, and evaluate their association with socioeconomic and spatial determinants. Methods: Data were obtained from the Mortality Information System and the Brazilian Institute of Geography and Statistics. Data on suicide mortality rates (SMR) were extracted for three age groups (15-19, 20-24, and 25-29 years) from two 5-year periods (1998-2002 and 2008-2012). Geospatial data were analyzed through exploratory spatial data analysis. We applied Bayesian networks algorithms to explore the network structure of the socioeconomic predictors of SMR. Results: We observed spatial dependency in SMR in both periods, revealing geospatial clusters of high SMR. Our results show that socioeconomic deprivation at the municipality level was an important determinant of suicide in the youth population in Paraná, and significantly influenced the formation of high-risk SMR clusters. Conclusion: While youth suicide is multifactorial, there are predictable geospatial and sociodemographic factors associated with high SMR among municipalities in Paraná. Suicide among youth aged 15-29 occurs in geographic clusters which are associated with socioeconomic deprivation. Rural settings with poor infrastructure and development also correlate with increased SMR clusters.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-44462019005014101&lng=en&tlng=enSuicidesocioeconomic factorsspatial analysispublic healthepidemiology |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ana C. Alarcão Cátia M. Dell’ Agnolo João R. Vissoci Elias C.A. Carvalho Catherine A. Staton Luciano de Andrade Kátia B. Fontes Sandra M. Pelloso Júlio C. Nievola Maria D. Carvalho |
spellingShingle |
Ana C. Alarcão Cátia M. Dell’ Agnolo João R. Vissoci Elias C.A. Carvalho Catherine A. Staton Luciano de Andrade Kátia B. Fontes Sandra M. Pelloso Júlio C. Nievola Maria D. Carvalho Suicide mortality among youth in southern Brazil: a spatiotemporal evaluation of socioeconomic vulnerability Brazilian Journal of Psychiatry Suicide socioeconomic factors spatial analysis public health epidemiology |
author_facet |
Ana C. Alarcão Cátia M. Dell’ Agnolo João R. Vissoci Elias C.A. Carvalho Catherine A. Staton Luciano de Andrade Kátia B. Fontes Sandra M. Pelloso Júlio C. Nievola Maria D. Carvalho |
author_sort |
Ana C. Alarcão |
title |
Suicide mortality among youth in southern Brazil: a spatiotemporal evaluation of socioeconomic vulnerability |
title_short |
Suicide mortality among youth in southern Brazil: a spatiotemporal evaluation of socioeconomic vulnerability |
title_full |
Suicide mortality among youth in southern Brazil: a spatiotemporal evaluation of socioeconomic vulnerability |
title_fullStr |
Suicide mortality among youth in southern Brazil: a spatiotemporal evaluation of socioeconomic vulnerability |
title_full_unstemmed |
Suicide mortality among youth in southern Brazil: a spatiotemporal evaluation of socioeconomic vulnerability |
title_sort |
suicide mortality among youth in southern brazil: a spatiotemporal evaluation of socioeconomic vulnerability |
publisher |
Associação Brasileira de Psiquiatria (ABP) |
series |
Brazilian Journal of Psychiatry |
issn |
1809-452X |
description |
Objective: To conduct a geospatial analysis of suicide deaths among young people in the state of Paraná, southern Brazil, and evaluate their association with socioeconomic and spatial determinants. Methods: Data were obtained from the Mortality Information System and the Brazilian Institute of Geography and Statistics. Data on suicide mortality rates (SMR) were extracted for three age groups (15-19, 20-24, and 25-29 years) from two 5-year periods (1998-2002 and 2008-2012). Geospatial data were analyzed through exploratory spatial data analysis. We applied Bayesian networks algorithms to explore the network structure of the socioeconomic predictors of SMR. Results: We observed spatial dependency in SMR in both periods, revealing geospatial clusters of high SMR. Our results show that socioeconomic deprivation at the municipality level was an important determinant of suicide in the youth population in Paraná, and significantly influenced the formation of high-risk SMR clusters. Conclusion: While youth suicide is multifactorial, there are predictable geospatial and sociodemographic factors associated with high SMR among municipalities in Paraná. Suicide among youth aged 15-29 occurs in geographic clusters which are associated with socioeconomic deprivation. Rural settings with poor infrastructure and development also correlate with increased SMR clusters. |
topic |
Suicide socioeconomic factors spatial analysis public health epidemiology |
url |
http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-44462019005014101&lng=en&tlng=en |
work_keys_str_mv |
AT anacalarcao suicidemortalityamongyouthinsouthernbrazilaspatiotemporalevaluationofsocioeconomicvulnerability AT catiamdellagnolo suicidemortalityamongyouthinsouthernbrazilaspatiotemporalevaluationofsocioeconomicvulnerability AT joaorvissoci suicidemortalityamongyouthinsouthernbrazilaspatiotemporalevaluationofsocioeconomicvulnerability AT eliascacarvalho suicidemortalityamongyouthinsouthernbrazilaspatiotemporalevaluationofsocioeconomicvulnerability AT catherineastaton suicidemortalityamongyouthinsouthernbrazilaspatiotemporalevaluationofsocioeconomicvulnerability AT lucianodeandrade suicidemortalityamongyouthinsouthernbrazilaspatiotemporalevaluationofsocioeconomicvulnerability AT katiabfontes suicidemortalityamongyouthinsouthernbrazilaspatiotemporalevaluationofsocioeconomicvulnerability AT sandrampelloso suicidemortalityamongyouthinsouthernbrazilaspatiotemporalevaluationofsocioeconomicvulnerability AT juliocnievola suicidemortalityamongyouthinsouthernbrazilaspatiotemporalevaluationofsocioeconomicvulnerability AT mariadcarvalho suicidemortalityamongyouthinsouthernbrazilaspatiotemporalevaluationofsocioeconomicvulnerability |
_version_ |
1725170205291708416 |