Measuring time-varying effective reproduction numbers for COVID-19 and their relationship with movement control order in malaysia

To curb the spread of SARS-CoV-2 virus (COVID-19) in Malaysia, the government imposed a nationwide movement control order (MCO) from 18 March 2020 to 3 May 2020. It was enforced in four phases (i.e., MCO 1, MCO 2, MCO 3 and MCO 4). In this paper, we propose an initiative to assess the impact of MCO...

Full description

Bibliographic Details
Published in:International Journal of Environmental Research and Public Health
Main Author: Musa K.I.; Arifin W.N.; Mohd M.H.; Jamiluddin M.S.; Ahmad N.A.; Chen X.W.; Hanis T.M.; Bulgiba A.
Format: Article
Language:English
Published: MDPI AG 2021
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102751538&doi=10.3390%2fijerph18063273&partnerID=40&md5=85168eb036c67cba2fc621b90c1ef42d
id 2-s2.0-85102751538
spelling 2-s2.0-85102751538
Musa K.I.; Arifin W.N.; Mohd M.H.; Jamiluddin M.S.; Ahmad N.A.; Chen X.W.; Hanis T.M.; Bulgiba A.
Measuring time-varying effective reproduction numbers for COVID-19 and their relationship with movement control order in malaysia
2021
International Journal of Environmental Research and Public Health
18
6
10.3390/ijerph18063273
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102751538&doi=10.3390%2fijerph18063273&partnerID=40&md5=85168eb036c67cba2fc621b90c1ef42d
To curb the spread of SARS-CoV-2 virus (COVID-19) in Malaysia, the government imposed a nationwide movement control order (MCO) from 18 March 2020 to 3 May 2020. It was enforced in four phases (i.e., MCO 1, MCO 2, MCO 3 and MCO 4). In this paper, we propose an initiative to assess the impact of MCO by using time-varying reproduction number (Rt). We used data from the Johns Hopkins University Centre for Systems Science and Engineering Coronavirus repository. Day 1 was taken from the first assumed local transmission of COVID-19. We estimated Rt by using the EpiEstim package and plotted the epidemic curve and Rt. Then, we extracted the mean Rt at day 1, day 5 and day 10 for all MCO phases and compared the differences. The Rt values peaked around day 43, which was shortly before the start of MCO 1. The means for Rt at day 1, day 5, and day 10 for all MCOs ranged between 0.665 and 1.147. The average Rt gradually decreased in MCO 1 and MCO 2. Although spikes in the number of confirmed cases were observed when restrictions were gradually relaxed in the later MCO phases, the situation remained under control with Rt values being stabilised to below unity level (Rt value less than one). © 2021 by the authors. Licensee MDPI, Basel, Switzerland.
MDPI AG
16617827
English
Article
All Open Access; Gold Open Access
author Musa K.I.; Arifin W.N.; Mohd M.H.; Jamiluddin M.S.; Ahmad N.A.; Chen X.W.; Hanis T.M.; Bulgiba A.
spellingShingle Musa K.I.; Arifin W.N.; Mohd M.H.; Jamiluddin M.S.; Ahmad N.A.; Chen X.W.; Hanis T.M.; Bulgiba A.
Measuring time-varying effective reproduction numbers for COVID-19 and their relationship with movement control order in malaysia
author_facet Musa K.I.; Arifin W.N.; Mohd M.H.; Jamiluddin M.S.; Ahmad N.A.; Chen X.W.; Hanis T.M.; Bulgiba A.
author_sort Musa K.I.; Arifin W.N.; Mohd M.H.; Jamiluddin M.S.; Ahmad N.A.; Chen X.W.; Hanis T.M.; Bulgiba A.
title Measuring time-varying effective reproduction numbers for COVID-19 and their relationship with movement control order in malaysia
title_short Measuring time-varying effective reproduction numbers for COVID-19 and their relationship with movement control order in malaysia
title_full Measuring time-varying effective reproduction numbers for COVID-19 and their relationship with movement control order in malaysia
title_fullStr Measuring time-varying effective reproduction numbers for COVID-19 and their relationship with movement control order in malaysia
title_full_unstemmed Measuring time-varying effective reproduction numbers for COVID-19 and their relationship with movement control order in malaysia
title_sort Measuring time-varying effective reproduction numbers for COVID-19 and their relationship with movement control order in malaysia
publishDate 2021
container_title International Journal of Environmental Research and Public Health
container_volume 18
container_issue 6
doi_str_mv 10.3390/ijerph18063273
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102751538&doi=10.3390%2fijerph18063273&partnerID=40&md5=85168eb036c67cba2fc621b90c1ef42d
description To curb the spread of SARS-CoV-2 virus (COVID-19) in Malaysia, the government imposed a nationwide movement control order (MCO) from 18 March 2020 to 3 May 2020. It was enforced in four phases (i.e., MCO 1, MCO 2, MCO 3 and MCO 4). In this paper, we propose an initiative to assess the impact of MCO by using time-varying reproduction number (Rt). We used data from the Johns Hopkins University Centre for Systems Science and Engineering Coronavirus repository. Day 1 was taken from the first assumed local transmission of COVID-19. We estimated Rt by using the EpiEstim package and plotted the epidemic curve and Rt. Then, we extracted the mean Rt at day 1, day 5 and day 10 for all MCO phases and compared the differences. The Rt values peaked around day 43, which was shortly before the start of MCO 1. The means for Rt at day 1, day 5, and day 10 for all MCOs ranged between 0.665 and 1.147. The average Rt gradually decreased in MCO 1 and MCO 2. Although spikes in the number of confirmed cases were observed when restrictions were gradually relaxed in the later MCO phases, the situation remained under control with Rt values being stabilised to below unity level (Rt value less than one). © 2021 by the authors. Licensee MDPI, Basel, Switzerland.
publisher MDPI AG
issn 16617827
language English
format Article
accesstype All Open Access; Gold Open Access
record_format scopus
collection Scopus
_version_ 1814778506509287424