Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10174/32466 https://doi.org/Pedroso, A.O.; Gomes, D.; Sousa, S.M.L.; Ferreira, G.R.O.N.; Ramos, A.M.P.C.; Polaro, S.H.I.; Nogueira, L.M.V.; Botelho, E.P. Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study. Trop. Med. Infect. Dis. 2022, 7, 137. https://doi.org/ 10.3390/tropicalmed7070137 https://doi.org/ 10.3390/tropicalmed7070137 |
Resumo: | The main goal of this study was to analyze the HIV epidemic temporally and spatially among young people living in Pará, Brazil, from 2007 to 2018. Methods: For the temporal analysis, we employed an integrated autoregression of moving averages model associated with the seasonal trend using the LOESS decomposition method, which allowed for predictions to be made. In the spatial analysis, the techniques of autocorrelation, spatial and spatio-temporal risk analysis, and geographically weighted regression were used. Results: During the study period, there were 8143 notifications of HIV/AIDS cases. The temporal prediction indicated a trend of growth in the incidence rate in the 20–24-year-old group from January 2019 to December 2022 and a trend of stability in the 15- to 19-year-old and 25- to 29-year-old groups. There was a territorial expansion of the HIV epidemic in Pará. Novo Progresso and the Metropolitan Region of Belém (RMB) were the zones with the highest spatial and spatio-temporal risk for HIV. Social determinants including the Basic Education Development Index, the number of physicians per 10,000 inhabitants, and the municipal high school abandonment rate in the municipalities were associated with the risk of HIV/AIDS among young people in Pará. Conclusions: To eliminate HIV among young people in Pará, the access to treatment, diagnosis, and preventive healthcare services should be expanded. Sexual and reproductive health education should be reinforced in schools and communities. Furthermore, it is necessary to promote social equity and fight HIV stigma. |
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Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological StudyHIVspatial analysissocial determinants of healthadolescent young adultThe main goal of this study was to analyze the HIV epidemic temporally and spatially among young people living in Pará, Brazil, from 2007 to 2018. Methods: For the temporal analysis, we employed an integrated autoregression of moving averages model associated with the seasonal trend using the LOESS decomposition method, which allowed for predictions to be made. In the spatial analysis, the techniques of autocorrelation, spatial and spatio-temporal risk analysis, and geographically weighted regression were used. Results: During the study period, there were 8143 notifications of HIV/AIDS cases. The temporal prediction indicated a trend of growth in the incidence rate in the 20–24-year-old group from January 2019 to December 2022 and a trend of stability in the 15- to 19-year-old and 25- to 29-year-old groups. There was a territorial expansion of the HIV epidemic in Pará. Novo Progresso and the Metropolitan Region of Belém (RMB) were the zones with the highest spatial and spatio-temporal risk for HIV. Social determinants including the Basic Education Development Index, the number of physicians per 10,000 inhabitants, and the municipal high school abandonment rate in the municipalities were associated with the risk of HIV/AIDS among young people in Pará. Conclusions: To eliminate HIV among young people in Pará, the access to treatment, diagnosis, and preventive healthcare services should be expanded. Sexual and reproductive health education should be reinforced in schools and communities. Furthermore, it is necessary to promote social equity and fight HIV stigma.Tropical Medicine and Infectious Disease2022-08-31T11:03:40Z2022-08-312022-07-16T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/32466https://doi.org/Pedroso, A.O.; Gomes, D.; Sousa, S.M.L.; Ferreira, G.R.O.N.; Ramos, A.M.P.C.; Polaro, S.H.I.; Nogueira, L.M.V.; Botelho, E.P. Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study. Trop. Med. Infect. Dis. 2022, 7, 137. https://doi.org/ 10.3390/tropicalmed7070137http://hdl.handle.net/10174/32466https://doi.org/ 10.3390/tropicalmed7070137enghttps://www.mdpi.com/2414-6366/7/7/137andrey.pedroso@ics.ufpa.brdmog@uevora.ptsara.sousa@ics.ufpa.brglendaf@ufpa.brnurse.alinecruz@gmail.comshpolaro@ufpa.brlauramavidal@gmail.comebotelho@ufpa.br239Pedroso, Andrey OeirasGomes, DulceLago Sousa, SaraNaiff Ferreira, GlendaRamos, AlinePolaro, SandraNogueira, LauraBotelho, Eliã Pinheiroinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-03T19:32:58Zoai:dspace.uevora.pt:10174/32466Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:21:22.505130Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study |
title |
Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study |
spellingShingle |
Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study Pedroso, Andrey Oeiras HIV spatial analysis social determinants of health adolescent young adult |
title_short |
Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study |
title_full |
Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study |
title_fullStr |
Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study |
title_full_unstemmed |
Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study |
title_sort |
Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study |
author |
Pedroso, Andrey Oeiras |
author_facet |
Pedroso, Andrey Oeiras Gomes, Dulce Lago Sousa, Sara Naiff Ferreira, Glenda Ramos, Aline Polaro, Sandra Nogueira, Laura Botelho, Eliã Pinheiro |
author_role |
author |
author2 |
Gomes, Dulce Lago Sousa, Sara Naiff Ferreira, Glenda Ramos, Aline Polaro, Sandra Nogueira, Laura Botelho, Eliã Pinheiro |
author2_role |
author author author author author author author |
dc.contributor.author.fl_str_mv |
Pedroso, Andrey Oeiras Gomes, Dulce Lago Sousa, Sara Naiff Ferreira, Glenda Ramos, Aline Polaro, Sandra Nogueira, Laura Botelho, Eliã Pinheiro |
dc.subject.por.fl_str_mv |
HIV spatial analysis social determinants of health adolescent young adult |
topic |
HIV spatial analysis social determinants of health adolescent young adult |
description |
The main goal of this study was to analyze the HIV epidemic temporally and spatially among young people living in Pará, Brazil, from 2007 to 2018. Methods: For the temporal analysis, we employed an integrated autoregression of moving averages model associated with the seasonal trend using the LOESS decomposition method, which allowed for predictions to be made. In the spatial analysis, the techniques of autocorrelation, spatial and spatio-temporal risk analysis, and geographically weighted regression were used. Results: During the study period, there were 8143 notifications of HIV/AIDS cases. The temporal prediction indicated a trend of growth in the incidence rate in the 20–24-year-old group from January 2019 to December 2022 and a trend of stability in the 15- to 19-year-old and 25- to 29-year-old groups. There was a territorial expansion of the HIV epidemic in Pará. Novo Progresso and the Metropolitan Region of Belém (RMB) were the zones with the highest spatial and spatio-temporal risk for HIV. Social determinants including the Basic Education Development Index, the number of physicians per 10,000 inhabitants, and the municipal high school abandonment rate in the municipalities were associated with the risk of HIV/AIDS among young people in Pará. Conclusions: To eliminate HIV among young people in Pará, the access to treatment, diagnosis, and preventive healthcare services should be expanded. Sexual and reproductive health education should be reinforced in schools and communities. Furthermore, it is necessary to promote social equity and fight HIV stigma. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-08-31T11:03:40Z 2022-08-31 2022-07-16T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10174/32466 https://doi.org/Pedroso, A.O.; Gomes, D.; Sousa, S.M.L.; Ferreira, G.R.O.N.; Ramos, A.M.P.C.; Polaro, S.H.I.; Nogueira, L.M.V.; Botelho, E.P. Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study. Trop. Med. Infect. Dis. 2022, 7, 137. https://doi.org/ 10.3390/tropicalmed7070137 http://hdl.handle.net/10174/32466 https://doi.org/ 10.3390/tropicalmed7070137 |
url |
http://hdl.handle.net/10174/32466 https://doi.org/Pedroso, A.O.; Gomes, D.; Sousa, S.M.L.; Ferreira, G.R.O.N.; Ramos, A.M.P.C.; Polaro, S.H.I.; Nogueira, L.M.V.; Botelho, E.P. Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study. Trop. Med. Infect. Dis. 2022, 7, 137. https://doi.org/ 10.3390/tropicalmed7070137 https://doi.org/ 10.3390/tropicalmed7070137 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
https://www.mdpi.com/2414-6366/7/7/137 andrey.pedroso@ics.ufpa.br dmog@uevora.pt sara.sousa@ics.ufpa.br glendaf@ufpa.br nurse.alinecruz@gmail.com shpolaro@ufpa.br lauramavidal@gmail.com ebotelho@ufpa.br 239 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.publisher.none.fl_str_mv |
Tropical Medicine and Infectious Disease |
publisher.none.fl_str_mv |
Tropical Medicine and Infectious Disease |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
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1799136695548903424 |