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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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 |
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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 |
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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. |
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Article |
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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 |
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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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1811682103521181696 |