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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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 |
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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 |
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