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Statistical analysis between 2006 and 2019 and forecast of rabies in cattle from 2020 to 2022 in Tocantins State (Brazil), by using the R Studio software
Rabies in cattle is a viral disease with mandatory notification in Brazil, transmitted by Desmodus rotundus, which causes an invariably fatal acute encephalitis. To understand the dynamics of this disease in Tocantins state, Brazil, an analysis of the time series of rabies cases in cattle between 20...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cambridge University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9044522/ https://www.ncbi.nlm.nih.gov/pubmed/35346409 http://dx.doi.org/10.1017/S0950268822000553 |
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author | dos Santos, Alessandro José Ferreira Ferreira, Jardel Martins Baptista, Francisco Alexandrino, Bruna da Silva, Marco A. Giannoccaro Gomes, José Emerson C. Veloso Júnior, José Pereira Tavares, Raydleno Mateus Almeida, Katyane de Sousa |
author_facet | dos Santos, Alessandro José Ferreira Ferreira, Jardel Martins Baptista, Francisco Alexandrino, Bruna da Silva, Marco A. Giannoccaro Gomes, José Emerson C. Veloso Júnior, José Pereira Tavares, Raydleno Mateus Almeida, Katyane de Sousa |
author_sort | dos Santos, Alessandro José Ferreira |
collection | PubMed |
description | Rabies in cattle is a viral disease with mandatory notification in Brazil, transmitted by Desmodus rotundus, which causes an invariably fatal acute encephalitis. To understand the dynamics of this disease in Tocantins state, Brazil, an analysis of the time series of rabies cases in cattle between 2006 and 2019 was carried out to describe the pattern of its occurrence, aiming to subsidise the Official Veterinary Service (OVS) with relevant information to enable the improvement of control actions provided for in the guidelines of the National Program for the Control of Rabies in Herbivores (NPCRH). The statistical analyses of the time series under study were performed using the R Studio software, version 1.1.463, in which the existence of trend, cyclicality and seasonality of rabies cases in cattle was assessed. These analyses showed that this disease is endemic in Tocantins state, with epidemic outbreaks that can occur every 3 or 4 years, without a seasonality pattern. The autoregressive integrated by moving average (ARIMA(4,1,4)) model predicted the approximate occurrence of 38 rabies cases in cattle in 2022 and all monthly records of this disease remained within the predicted confidence interval (95% CI) in 2020 and 2021, demonstrating it has a good predictive capacity and allowing OVS to intervene in the present processes to achieve better control of this disease. |
format | Online Article Text |
id | pubmed-9044522 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Cambridge University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-90445222022-05-04 Statistical analysis between 2006 and 2019 and forecast of rabies in cattle from 2020 to 2022 in Tocantins State (Brazil), by using the R Studio software dos Santos, Alessandro José Ferreira Ferreira, Jardel Martins Baptista, Francisco Alexandrino, Bruna da Silva, Marco A. Giannoccaro Gomes, José Emerson C. Veloso Júnior, José Pereira Tavares, Raydleno Mateus Almeida, Katyane de Sousa Epidemiol Infect Original Paper Rabies in cattle is a viral disease with mandatory notification in Brazil, transmitted by Desmodus rotundus, which causes an invariably fatal acute encephalitis. To understand the dynamics of this disease in Tocantins state, Brazil, an analysis of the time series of rabies cases in cattle between 2006 and 2019 was carried out to describe the pattern of its occurrence, aiming to subsidise the Official Veterinary Service (OVS) with relevant information to enable the improvement of control actions provided for in the guidelines of the National Program for the Control of Rabies in Herbivores (NPCRH). The statistical analyses of the time series under study were performed using the R Studio software, version 1.1.463, in which the existence of trend, cyclicality and seasonality of rabies cases in cattle was assessed. These analyses showed that this disease is endemic in Tocantins state, with epidemic outbreaks that can occur every 3 or 4 years, without a seasonality pattern. The autoregressive integrated by moving average (ARIMA(4,1,4)) model predicted the approximate occurrence of 38 rabies cases in cattle in 2022 and all monthly records of this disease remained within the predicted confidence interval (95% CI) in 2020 and 2021, demonstrating it has a good predictive capacity and allowing OVS to intervene in the present processes to achieve better control of this disease. Cambridge University Press 2022-03-29 /pmc/articles/PMC9044522/ /pubmed/35346409 http://dx.doi.org/10.1017/S0950268822000553 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited. |
spellingShingle | Original Paper dos Santos, Alessandro José Ferreira Ferreira, Jardel Martins Baptista, Francisco Alexandrino, Bruna da Silva, Marco A. Giannoccaro Gomes, José Emerson C. Veloso Júnior, José Pereira Tavares, Raydleno Mateus Almeida, Katyane de Sousa Statistical analysis between 2006 and 2019 and forecast of rabies in cattle from 2020 to 2022 in Tocantins State (Brazil), by using the R Studio software |
title | Statistical analysis between 2006 and 2019 and forecast of rabies in cattle from 2020 to 2022 in Tocantins State (Brazil), by using the R Studio software |
title_full | Statistical analysis between 2006 and 2019 and forecast of rabies in cattle from 2020 to 2022 in Tocantins State (Brazil), by using the R Studio software |
title_fullStr | Statistical analysis between 2006 and 2019 and forecast of rabies in cattle from 2020 to 2022 in Tocantins State (Brazil), by using the R Studio software |
title_full_unstemmed | Statistical analysis between 2006 and 2019 and forecast of rabies in cattle from 2020 to 2022 in Tocantins State (Brazil), by using the R Studio software |
title_short | Statistical analysis between 2006 and 2019 and forecast of rabies in cattle from 2020 to 2022 in Tocantins State (Brazil), by using the R Studio software |
title_sort | statistical analysis between 2006 and 2019 and forecast of rabies in cattle from 2020 to 2022 in tocantins state (brazil), by using the r studio software |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9044522/ https://www.ncbi.nlm.nih.gov/pubmed/35346409 http://dx.doi.org/10.1017/S0950268822000553 |
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