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Estimation of the basic reproduction number (R0) for the novel coronavirus disease in Sri Lanka
BACKGROUND: The basic reproduction number (R0) is the number of cases directly caused by an infected individual throughout his infectious period. R0 is used to determine the ability of a disease to spread within a given population. The reproduction number (R) represents the transmissibility of a dis...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7538841/ https://www.ncbi.nlm.nih.gov/pubmed/33028382 http://dx.doi.org/10.1186/s12985-020-01411-0 |
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author | Dharmaratne, Samath Sudaraka, Supun Abeyagunawardena, Ishanya Manchanayake, Kasun Kothalawala, Mahen Gunathunga, Wasantha |
author_facet | Dharmaratne, Samath Sudaraka, Supun Abeyagunawardena, Ishanya Manchanayake, Kasun Kothalawala, Mahen Gunathunga, Wasantha |
author_sort | Dharmaratne, Samath |
collection | PubMed |
description | BACKGROUND: The basic reproduction number (R0) is the number of cases directly caused by an infected individual throughout his infectious period. R0 is used to determine the ability of a disease to spread within a given population. The reproduction number (R) represents the transmissibility of a disease. OBJECTIVES: We aimed to calculate the R0 of Coronavirus disease-2019 (COVID-19) in Sri Lanka and to describe the variation of R, with its implications to the prevention and control of the disease. METHODS: Data was obtained from daily situation reports of the Epidemiology Unit, Sri Lanka and a compartmental model was used to calculate the R0 using estimated model parameters. This value was corroborated by using two more methods, the exponential growth rate method and maximum likelihood method to obtain a better estimate for R0. The variation of R was illustrated using a Bayesian statistical inference-based method. RESULTS: The R0 calculated by the first model was 1.02 [confidence interval (CI) of 0.75–1.29] with a root mean squared error of 7.72. The exponential growth rate method and the maximum likelihood estimation method yielded an R0 of 0.93 (CI of 0.77–1.10) and a R0 of 1.23 (CI of 0.94–1.57) respectively. The variation of R ranged from 0.69 to 2.20. CONCLUSION: The estimated R0 for COVID-19 in Sri Lanka, calculated by three different methods, falls between 0.93 and 1.23, and the transmissibility R has reduced, indicating that measures implemented have achieved a good control of disease. |
format | Online Article Text |
id | pubmed-7538841 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-75388412020-10-07 Estimation of the basic reproduction number (R0) for the novel coronavirus disease in Sri Lanka Dharmaratne, Samath Sudaraka, Supun Abeyagunawardena, Ishanya Manchanayake, Kasun Kothalawala, Mahen Gunathunga, Wasantha Virol J Research BACKGROUND: The basic reproduction number (R0) is the number of cases directly caused by an infected individual throughout his infectious period. R0 is used to determine the ability of a disease to spread within a given population. The reproduction number (R) represents the transmissibility of a disease. OBJECTIVES: We aimed to calculate the R0 of Coronavirus disease-2019 (COVID-19) in Sri Lanka and to describe the variation of R, with its implications to the prevention and control of the disease. METHODS: Data was obtained from daily situation reports of the Epidemiology Unit, Sri Lanka and a compartmental model was used to calculate the R0 using estimated model parameters. This value was corroborated by using two more methods, the exponential growth rate method and maximum likelihood method to obtain a better estimate for R0. The variation of R was illustrated using a Bayesian statistical inference-based method. RESULTS: The R0 calculated by the first model was 1.02 [confidence interval (CI) of 0.75–1.29] with a root mean squared error of 7.72. The exponential growth rate method and the maximum likelihood estimation method yielded an R0 of 0.93 (CI of 0.77–1.10) and a R0 of 1.23 (CI of 0.94–1.57) respectively. The variation of R ranged from 0.69 to 2.20. CONCLUSION: The estimated R0 for COVID-19 in Sri Lanka, calculated by three different methods, falls between 0.93 and 1.23, and the transmissibility R has reduced, indicating that measures implemented have achieved a good control of disease. BioMed Central 2020-10-07 /pmc/articles/PMC7538841/ /pubmed/33028382 http://dx.doi.org/10.1186/s12985-020-01411-0 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Dharmaratne, Samath Sudaraka, Supun Abeyagunawardena, Ishanya Manchanayake, Kasun Kothalawala, Mahen Gunathunga, Wasantha Estimation of the basic reproduction number (R0) for the novel coronavirus disease in Sri Lanka |
title | Estimation of the basic reproduction number (R0) for the novel coronavirus disease in Sri Lanka |
title_full | Estimation of the basic reproduction number (R0) for the novel coronavirus disease in Sri Lanka |
title_fullStr | Estimation of the basic reproduction number (R0) for the novel coronavirus disease in Sri Lanka |
title_full_unstemmed | Estimation of the basic reproduction number (R0) for the novel coronavirus disease in Sri Lanka |
title_short | Estimation of the basic reproduction number (R0) for the novel coronavirus disease in Sri Lanka |
title_sort | estimation of the basic reproduction number (r0) for the novel coronavirus disease in sri lanka |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7538841/ https://www.ncbi.nlm.nih.gov/pubmed/33028382 http://dx.doi.org/10.1186/s12985-020-01411-0 |
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