Utilizing disease transmission and response capacities to optimize covid-19 control in Malaysia

Objectives Public Health Social Measures (PHSM) such as movement restriction movement needed to be adjusted accordingly during the COVID-19 pandemic to ensure low disease transmission alongside adequate health system capacities based on the COVID-19 situational matrix proposed by the World Health Or...

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Main Authors: Singh, Sarbhan, Herng, Lai Chee, Iderus, Nuur Hafizah Md., Ghazali, Sumarni Mohd, Ahmad, Lonny Chen Rong Qi, Ghazali, Nur'ain Mohd, Nadzri, Mohd Nadzmi Md, Anuar, Asrul, Kamarudin, Mohd Kamarulariffin, Cheng, Lim Mei, Tee, Kok Keng, Lin, Chong Zhuo, Gill, Balvinder Singh, Ahmad, Nur Ar Rabiah Binti
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Published: BioMed Central 2024
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Online Access:http://eprints.um.edu.my/45213/
https://doi.org/10.1186/s12889-024-18890-3
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spelling my.um.eprints.452132024-09-26T02:50:14Z http://eprints.um.edu.my/45213/ Utilizing disease transmission and response capacities to optimize covid-19 control in Malaysia Singh, Sarbhan Herng, Lai Chee Iderus, Nuur Hafizah Md. Ghazali, Sumarni Mohd Ahmad, Lonny Chen Rong Qi Ghazali, Nur'ain Mohd Nadzri, Mohd Nadzmi Md Anuar, Asrul Kamarudin, Mohd Kamarulariffin Cheng, Lim Mei Tee, Kok Keng Lin, Chong Zhuo Gill, Balvinder Singh Ahmad, Nur Ar Rabiah Binti R Medicine RA Public aspects of medicine Objectives Public Health Social Measures (PHSM) such as movement restriction movement needed to be adjusted accordingly during the COVID-19 pandemic to ensure low disease transmission alongside adequate health system capacities based on the COVID-19 situational matrix proposed by the World Health Organization (WHO). This paper aims to develop a mechanism to determine the COVID-19 situational matrix to adjust movement restriction intensity for the control of COVID-19 in Malaysia. Methods Several epidemiological indicators were selected based on the WHO PHSM interim guidance report and validated individually and in several combinations to estimate the community transmission level (CT) and health system response capacity (RC) variables. Correlation analysis between CT and RC with COVID-19 cases was performed to determine the most appropriate CT and RC variables. Subsequently, the CT and RC variables were combined to form a composite COVID-19 situational matrix (SL). The SL matrix was validated using correlation analysis with COVID-19 case trends. Subsequently, an automated web-based system that generated daily CT, RC, and SL was developed. Results CT and RC variables were estimated using case incidence and hospitalization rate; Hospital bed capacity and COVID-19 ICU occupancy respectively. The estimated CT and RC were strongly correlated rho = 0.806 (95% CI 0.752, 0.848); and rho = 0.814 (95% CI 0.778, 0.839), p < 0.001] with the COVID-19 cases. The estimated SL was strongly correlated with COVID-19 cases (rho = 0.845, p < 0.001) and responded well to the various COVID-19 case trends during the pandemic. SL changes occurred earlier during the increase of cases but slower during the decrease, indicating a conservative response. The automated web-based system developed produced daily real-time CT, RC, and SL for the COVID-19 pandemic. Conclusions The indicators selected and combinations formed were able to generate validated daily CT and RC levels for Malaysia. Subsequently, the CT and RC levels were able to provide accurate and sensitive information for the estimation of SL which provided valuable evidence on the progression of the pandemic and movement restriction adjustment for the control of Malaysia. BioMed Central 2024-05 Article PeerReviewed Singh, Sarbhan and Herng, Lai Chee and Iderus, Nuur Hafizah Md. and Ghazali, Sumarni Mohd and Ahmad, Lonny Chen Rong Qi and Ghazali, Nur'ain Mohd and Nadzri, Mohd Nadzmi Md and Anuar, Asrul and Kamarudin, Mohd Kamarulariffin and Cheng, Lim Mei and Tee, Kok Keng and Lin, Chong Zhuo and Gill, Balvinder Singh and Ahmad, Nur Ar Rabiah Binti (2024) Utilizing disease transmission and response capacities to optimize covid-19 control in Malaysia. BMC Public Health, 24 (1). p. 1422. ISSN 1471-2458, DOI https://doi.org/10.1186/s12889-024-18890-3 <https://doi.org/10.1186/s12889-024-18890-3>. https://doi.org/10.1186/s12889-024-18890-3 10.1186/s12889-024-18890-3
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic R Medicine
RA Public aspects of medicine
spellingShingle R Medicine
RA Public aspects of medicine
Singh, Sarbhan
Herng, Lai Chee
Iderus, Nuur Hafizah Md.
Ghazali, Sumarni Mohd
Ahmad, Lonny Chen Rong Qi
Ghazali, Nur'ain Mohd
Nadzri, Mohd Nadzmi Md
Anuar, Asrul
Kamarudin, Mohd Kamarulariffin
Cheng, Lim Mei
Tee, Kok Keng
Lin, Chong Zhuo
Gill, Balvinder Singh
Ahmad, Nur Ar Rabiah Binti
Utilizing disease transmission and response capacities to optimize covid-19 control in Malaysia
description Objectives Public Health Social Measures (PHSM) such as movement restriction movement needed to be adjusted accordingly during the COVID-19 pandemic to ensure low disease transmission alongside adequate health system capacities based on the COVID-19 situational matrix proposed by the World Health Organization (WHO). This paper aims to develop a mechanism to determine the COVID-19 situational matrix to adjust movement restriction intensity for the control of COVID-19 in Malaysia. Methods Several epidemiological indicators were selected based on the WHO PHSM interim guidance report and validated individually and in several combinations to estimate the community transmission level (CT) and health system response capacity (RC) variables. Correlation analysis between CT and RC with COVID-19 cases was performed to determine the most appropriate CT and RC variables. Subsequently, the CT and RC variables were combined to form a composite COVID-19 situational matrix (SL). The SL matrix was validated using correlation analysis with COVID-19 case trends. Subsequently, an automated web-based system that generated daily CT, RC, and SL was developed. Results CT and RC variables were estimated using case incidence and hospitalization rate; Hospital bed capacity and COVID-19 ICU occupancy respectively. The estimated CT and RC were strongly correlated rho = 0.806 (95% CI 0.752, 0.848); and rho = 0.814 (95% CI 0.778, 0.839), p < 0.001] with the COVID-19 cases. The estimated SL was strongly correlated with COVID-19 cases (rho = 0.845, p < 0.001) and responded well to the various COVID-19 case trends during the pandemic. SL changes occurred earlier during the increase of cases but slower during the decrease, indicating a conservative response. The automated web-based system developed produced daily real-time CT, RC, and SL for the COVID-19 pandemic. Conclusions The indicators selected and combinations formed were able to generate validated daily CT and RC levels for Malaysia. Subsequently, the CT and RC levels were able to provide accurate and sensitive information for the estimation of SL which provided valuable evidence on the progression of the pandemic and movement restriction adjustment for the control of Malaysia.
format Article
author Singh, Sarbhan
Herng, Lai Chee
Iderus, Nuur Hafizah Md.
Ghazali, Sumarni Mohd
Ahmad, Lonny Chen Rong Qi
Ghazali, Nur'ain Mohd
Nadzri, Mohd Nadzmi Md
Anuar, Asrul
Kamarudin, Mohd Kamarulariffin
Cheng, Lim Mei
Tee, Kok Keng
Lin, Chong Zhuo
Gill, Balvinder Singh
Ahmad, Nur Ar Rabiah Binti
author_facet Singh, Sarbhan
Herng, Lai Chee
Iderus, Nuur Hafizah Md.
Ghazali, Sumarni Mohd
Ahmad, Lonny Chen Rong Qi
Ghazali, Nur'ain Mohd
Nadzri, Mohd Nadzmi Md
Anuar, Asrul
Kamarudin, Mohd Kamarulariffin
Cheng, Lim Mei
Tee, Kok Keng
Lin, Chong Zhuo
Gill, Balvinder Singh
Ahmad, Nur Ar Rabiah Binti
author_sort Singh, Sarbhan
title Utilizing disease transmission and response capacities to optimize covid-19 control in Malaysia
title_short Utilizing disease transmission and response capacities to optimize covid-19 control in Malaysia
title_full Utilizing disease transmission and response capacities to optimize covid-19 control in Malaysia
title_fullStr Utilizing disease transmission and response capacities to optimize covid-19 control in Malaysia
title_full_unstemmed Utilizing disease transmission and response capacities to optimize covid-19 control in Malaysia
title_sort utilizing disease transmission and response capacities to optimize covid-19 control in malaysia
publisher BioMed Central
publishDate 2024
url http://eprints.um.edu.my/45213/
https://doi.org/10.1186/s12889-024-18890-3
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score 13.214268