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Implications of the COVID-19 Lockdown on Dengue Transmission in Malaysia
We aim to investigate the effect of large-scale human movement restrictions during the COVID-19 lockdown on both the dengue transmission and vector occurrences. This study compared the weekly dengue incidences during the period of lockdown to the previous years (2015 to 2019) and a Seasonal Autoregr...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7985789/ https://www.ncbi.nlm.nih.gov/pubmed/33562890 http://dx.doi.org/10.3390/idr13010016 |
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author | Ong, Song-Quan Ahmad, Hamdan Mohd Ngesom, Ahmad Mohiddin |
author_facet | Ong, Song-Quan Ahmad, Hamdan Mohd Ngesom, Ahmad Mohiddin |
author_sort | Ong, Song-Quan |
collection | PubMed |
description | We aim to investigate the effect of large-scale human movement restrictions during the COVID-19 lockdown on both the dengue transmission and vector occurrences. This study compared the weekly dengue incidences during the period of lockdown to the previous years (2015 to 2019) and a Seasonal Autoregressive Integrated Moving Average (SARIMA) model that expected no movement restrictions. We found that the trend of dengue incidence during the first two weeks (stage 1) of lockdown decreased significantly with the incidences lower than the lower confidence level (LCL) of SARIMA. By comparing the magnitude of the gradient of decrease, the trend is 319% steeper than the trend observed in previous years and 650% steeper than the simulated model, indicating that the control of population movement did reduce dengue transmission. However, starting from stage 2 of lockdown, the dengue incidences demonstrated an elevation and earlier rebound by four weeks and grew with an exponential pattern. We revealed that Aedes albopictus is the predominant species and demonstrated a strong correlation with the locally reported dengue incidences, and therefore we proposed the possible diffusive effect of the vector that led to a higher acceleration of incidence rate. |
format | Online Article Text |
id | pubmed-7985789 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79857892021-03-24 Implications of the COVID-19 Lockdown on Dengue Transmission in Malaysia Ong, Song-Quan Ahmad, Hamdan Mohd Ngesom, Ahmad Mohiddin Infect Dis Rep Article We aim to investigate the effect of large-scale human movement restrictions during the COVID-19 lockdown on both the dengue transmission and vector occurrences. This study compared the weekly dengue incidences during the period of lockdown to the previous years (2015 to 2019) and a Seasonal Autoregressive Integrated Moving Average (SARIMA) model that expected no movement restrictions. We found that the trend of dengue incidence during the first two weeks (stage 1) of lockdown decreased significantly with the incidences lower than the lower confidence level (LCL) of SARIMA. By comparing the magnitude of the gradient of decrease, the trend is 319% steeper than the trend observed in previous years and 650% steeper than the simulated model, indicating that the control of population movement did reduce dengue transmission. However, starting from stage 2 of lockdown, the dengue incidences demonstrated an elevation and earlier rebound by four weeks and grew with an exponential pattern. We revealed that Aedes albopictus is the predominant species and demonstrated a strong correlation with the locally reported dengue incidences, and therefore we proposed the possible diffusive effect of the vector that led to a higher acceleration of incidence rate. MDPI 2021-02-05 /pmc/articles/PMC7985789/ /pubmed/33562890 http://dx.doi.org/10.3390/idr13010016 Text en © 2021 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ong, Song-Quan Ahmad, Hamdan Mohd Ngesom, Ahmad Mohiddin Implications of the COVID-19 Lockdown on Dengue Transmission in Malaysia |
title | Implications of the COVID-19 Lockdown on Dengue Transmission in Malaysia |
title_full | Implications of the COVID-19 Lockdown on Dengue Transmission in Malaysia |
title_fullStr | Implications of the COVID-19 Lockdown on Dengue Transmission in Malaysia |
title_full_unstemmed | Implications of the COVID-19 Lockdown on Dengue Transmission in Malaysia |
title_short | Implications of the COVID-19 Lockdown on Dengue Transmission in Malaysia |
title_sort | implications of the covid-19 lockdown on dengue transmission in malaysia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7985789/ https://www.ncbi.nlm.nih.gov/pubmed/33562890 http://dx.doi.org/10.3390/idr13010016 |
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