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Estimating the effect of non-pharmaceutical interventions to mitigate COVID-19 spread in Saudi Arabia
BACKGROUND: The Kingdom of Saudi Arabia (KSA) quickly controlled the spread of SARS-CoV-2 by implementing several non-pharmaceutical interventions (NPIs), including suspension of international and national travel, local curfews, closing public spaces (i.e., schools and universities, malls and shops)...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8818364/ https://www.ncbi.nlm.nih.gov/pubmed/35125108 http://dx.doi.org/10.1186/s12916-022-02232-4 |
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author | Bisanzio, Donal Reithinger, Richard Alqunaibet, Ada Almudarra, Sami Alsukait, Reem F. Dong, Di Zhang, Yi El-Saharty, Sameh Herbst, Christopher H. |
author_facet | Bisanzio, Donal Reithinger, Richard Alqunaibet, Ada Almudarra, Sami Alsukait, Reem F. Dong, Di Zhang, Yi El-Saharty, Sameh Herbst, Christopher H. |
author_sort | Bisanzio, Donal |
collection | PubMed |
description | BACKGROUND: The Kingdom of Saudi Arabia (KSA) quickly controlled the spread of SARS-CoV-2 by implementing several non-pharmaceutical interventions (NPIs), including suspension of international and national travel, local curfews, closing public spaces (i.e., schools and universities, malls and shops), and limiting religious gatherings. The KSA also mandated all citizens to respect physical distancing and to wear face masks. However, after relaxing some restrictions during June 2020, the KSA is now planning a strategy that could allow resuming in-person education and international travel. The aim of our study was to evaluate the effect of NPIs on the spread of the COVID-19 and test strategies to open schools and resume international travel. METHODS: We built a spatial-explicit individual-based model to represent the whole KSA population (IBM-KSA). The IBM-KSA was parameterized using country demographic, remote sensing, and epidemiological data. A social network was created to represent contact heterogeneity and interaction among age groups of the population. The IBM-KSA also simulated the movement of people across the country based on a gravity model. We used the IBM-KSA to evaluate the effect of different NPIs adopted by the KSA (physical distancing, mask-wearing, and contact tracing) and to forecast the impact of strategies to open schools and resume international travels. RESULTS: The IBM-KSA results scenarios showed the high effectiveness of mask-wearing, physical distancing, and contact tracing in controlling the spread of the disease. Without NPIs, the KSA could have reported 4,824,065 (95% CI: 3,673,775–6,335,423) cases by June 2021. The IBM-KSA showed that mandatory mask-wearing and physical distancing saved 39,452 lives (95% CI: 26,641–44,494). In-person education without personal protection during teaching would have resulted in a high surge of COVID-19 cases. Compared to scenarios with no personal protection, enforcing mask-wearing and physical distancing in schools reduced cases, hospitalizations, and deaths by 25% and 50%, when adherence to these NPIs was set to 50% and 70%, respectively. The IBM-KSA also showed that a quarantine imposed on international travelers reduced the probability of outbreaks in the country. CONCLUSIONS: This study showed that the interventions adopted by the KSA were able to control the spread of SARS-CoV-2 in the absence of a vaccine. In-person education should be resumed only if NPIs could be applied in schools and universities. International travel can be resumed but with strict quarantine rules. The KSA needs to keep strict NPIs in place until a high fraction of the population is vaccinated in order to reduce hospitalizations and deaths. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02232-4. |
format | Online Article Text |
id | pubmed-8818364 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-88183642022-02-07 Estimating the effect of non-pharmaceutical interventions to mitigate COVID-19 spread in Saudi Arabia Bisanzio, Donal Reithinger, Richard Alqunaibet, Ada Almudarra, Sami Alsukait, Reem F. Dong, Di Zhang, Yi El-Saharty, Sameh Herbst, Christopher H. BMC Med Research Article BACKGROUND: The Kingdom of Saudi Arabia (KSA) quickly controlled the spread of SARS-CoV-2 by implementing several non-pharmaceutical interventions (NPIs), including suspension of international and national travel, local curfews, closing public spaces (i.e., schools and universities, malls and shops), and limiting religious gatherings. The KSA also mandated all citizens to respect physical distancing and to wear face masks. However, after relaxing some restrictions during June 2020, the KSA is now planning a strategy that could allow resuming in-person education and international travel. The aim of our study was to evaluate the effect of NPIs on the spread of the COVID-19 and test strategies to open schools and resume international travel. METHODS: We built a spatial-explicit individual-based model to represent the whole KSA population (IBM-KSA). The IBM-KSA was parameterized using country demographic, remote sensing, and epidemiological data. A social network was created to represent contact heterogeneity and interaction among age groups of the population. The IBM-KSA also simulated the movement of people across the country based on a gravity model. We used the IBM-KSA to evaluate the effect of different NPIs adopted by the KSA (physical distancing, mask-wearing, and contact tracing) and to forecast the impact of strategies to open schools and resume international travels. RESULTS: The IBM-KSA results scenarios showed the high effectiveness of mask-wearing, physical distancing, and contact tracing in controlling the spread of the disease. Without NPIs, the KSA could have reported 4,824,065 (95% CI: 3,673,775–6,335,423) cases by June 2021. The IBM-KSA showed that mandatory mask-wearing and physical distancing saved 39,452 lives (95% CI: 26,641–44,494). In-person education without personal protection during teaching would have resulted in a high surge of COVID-19 cases. Compared to scenarios with no personal protection, enforcing mask-wearing and physical distancing in schools reduced cases, hospitalizations, and deaths by 25% and 50%, when adherence to these NPIs was set to 50% and 70%, respectively. The IBM-KSA also showed that a quarantine imposed on international travelers reduced the probability of outbreaks in the country. CONCLUSIONS: This study showed that the interventions adopted by the KSA were able to control the spread of SARS-CoV-2 in the absence of a vaccine. In-person education should be resumed only if NPIs could be applied in schools and universities. International travel can be resumed but with strict quarantine rules. The KSA needs to keep strict NPIs in place until a high fraction of the population is vaccinated in order to reduce hospitalizations and deaths. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02232-4. BioMed Central 2022-02-07 /pmc/articles/PMC8818364/ /pubmed/35125108 http://dx.doi.org/10.1186/s12916-022-02232-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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 Article Bisanzio, Donal Reithinger, Richard Alqunaibet, Ada Almudarra, Sami Alsukait, Reem F. Dong, Di Zhang, Yi El-Saharty, Sameh Herbst, Christopher H. Estimating the effect of non-pharmaceutical interventions to mitigate COVID-19 spread in Saudi Arabia |
title | Estimating the effect of non-pharmaceutical interventions to mitigate COVID-19 spread in Saudi Arabia |
title_full | Estimating the effect of non-pharmaceutical interventions to mitigate COVID-19 spread in Saudi Arabia |
title_fullStr | Estimating the effect of non-pharmaceutical interventions to mitigate COVID-19 spread in Saudi Arabia |
title_full_unstemmed | Estimating the effect of non-pharmaceutical interventions to mitigate COVID-19 spread in Saudi Arabia |
title_short | Estimating the effect of non-pharmaceutical interventions to mitigate COVID-19 spread in Saudi Arabia |
title_sort | estimating the effect of non-pharmaceutical interventions to mitigate covid-19 spread in saudi arabia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8818364/ https://www.ncbi.nlm.nih.gov/pubmed/35125108 http://dx.doi.org/10.1186/s12916-022-02232-4 |
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