Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Dharmaratne, Samath, Sudaraka, Supun, Abeyagunawardena, Ishanya, Manchanayake, Kasun, Kothalawala, Mahen, Gunathunga, Wasantha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
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
_version_ 1783590940809625600
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
work_keys_str_mv AT dharmaratnesamath estimationofthebasicreproductionnumberr0forthenovelcoronavirusdiseaseinsrilanka
AT sudarakasupun estimationofthebasicreproductionnumberr0forthenovelcoronavirusdiseaseinsrilanka
AT abeyagunawardenaishanya estimationofthebasicreproductionnumberr0forthenovelcoronavirusdiseaseinsrilanka
AT manchanayakekasun estimationofthebasicreproductionnumberr0forthenovelcoronavirusdiseaseinsrilanka
AT kothalawalamahen estimationofthebasicreproductionnumberr0forthenovelcoronavirusdiseaseinsrilanka
AT gunathungawasantha estimationofthebasicreproductionnumberr0forthenovelcoronavirusdiseaseinsrilanka