Cargando…

Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study

Background: 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 usin...

Descripción completa

Detalles Bibliográficos
Autores principales: Pedroso, Andrey Oeiras, Gomes, Dulce, Sousa, Sara Melissa Lago, Ferreira, Glenda Roberta Oliveira Naiff, Ramos, Aline Maria Pereira Cruz, Polaro, Sandra Helena Isse, Nogueira, Laura Maria Vidal, Botelho, Eliã Pinheiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9319365/
https://www.ncbi.nlm.nih.gov/pubmed/35878148
http://dx.doi.org/10.3390/tropicalmed7070137
_version_ 1784755531435474944
author Pedroso, Andrey Oeiras
Gomes, Dulce
Sousa, Sara Melissa Lago
Ferreira, Glenda Roberta Oliveira Naiff
Ramos, Aline Maria Pereira Cruz
Polaro, Sandra Helena Isse
Nogueira, Laura Maria Vidal
Botelho, Eliã Pinheiro
author_facet Pedroso, Andrey Oeiras
Gomes, Dulce
Sousa, Sara Melissa Lago
Ferreira, Glenda Roberta Oliveira Naiff
Ramos, Aline Maria Pereira Cruz
Polaro, Sandra Helena Isse
Nogueira, Laura Maria Vidal
Botelho, Eliã Pinheiro
author_sort Pedroso, Andrey Oeiras
collection PubMed
description Background: 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.
format Online
Article
Text
id pubmed-9319365
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-93193652022-07-27 Temporal and Spatial Analysis Techniques as Potential Tools for Combating the HIV Epidemic among Young Brazilian Amazonian People: An Ecological Study Pedroso, Andrey Oeiras Gomes, Dulce Sousa, Sara Melissa Lago Ferreira, Glenda Roberta Oliveira Naiff Ramos, Aline Maria Pereira Cruz Polaro, Sandra Helena Isse Nogueira, Laura Maria Vidal Botelho, Eliã Pinheiro Trop Med Infect Dis Article Background: 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. MDPI 2022-07-16 /pmc/articles/PMC9319365/ /pubmed/35878148 http://dx.doi.org/10.3390/tropicalmed7070137 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Pedroso, Andrey Oeiras
Gomes, Dulce
Sousa, Sara Melissa Lago
Ferreira, Glenda Roberta Oliveira Naiff
Ramos, Aline Maria Pereira Cruz
Polaro, Sandra Helena Isse
Nogueira, Laura Maria Vidal
Botelho, Eliã Pinheiro
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
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_short 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
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9319365/
https://www.ncbi.nlm.nih.gov/pubmed/35878148
http://dx.doi.org/10.3390/tropicalmed7070137
work_keys_str_mv AT pedrosoandreyoeiras temporalandspatialanalysistechniquesaspotentialtoolsforcombatingthehivepidemicamongyoungbrazilianamazonianpeopleanecologicalstudy
AT gomesdulce temporalandspatialanalysistechniquesaspotentialtoolsforcombatingthehivepidemicamongyoungbrazilianamazonianpeopleanecologicalstudy
AT sousasaramelissalago temporalandspatialanalysistechniquesaspotentialtoolsforcombatingthehivepidemicamongyoungbrazilianamazonianpeopleanecologicalstudy
AT ferreiraglendarobertaoliveiranaiff temporalandspatialanalysistechniquesaspotentialtoolsforcombatingthehivepidemicamongyoungbrazilianamazonianpeopleanecologicalstudy
AT ramosalinemariapereiracruz temporalandspatialanalysistechniquesaspotentialtoolsforcombatingthehivepidemicamongyoungbrazilianamazonianpeopleanecologicalstudy
AT polarosandrahelenaisse temporalandspatialanalysistechniquesaspotentialtoolsforcombatingthehivepidemicamongyoungbrazilianamazonianpeopleanecologicalstudy
AT nogueiralauramariavidal temporalandspatialanalysistechniquesaspotentialtoolsforcombatingthehivepidemicamongyoungbrazilianamazonianpeopleanecologicalstudy
AT botelhoeliapinheiro temporalandspatialanalysistechniquesaspotentialtoolsforcombatingthehivepidemicamongyoungbrazilianamazonianpeopleanecologicalstudy