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The effects of non-pharmaceutical interventions on SARS-CoV-2 transmission in different socioeconomic populations in Kuwait: a modeling study
BACKGROUND: Aggressive non-pharmaceutical interventions (NPIs) may reduce transmission of SARS-CoV-2. The extent to which these interventions are successful in stopping the spread have not been characterized in countries with distinct socioeconomic groups. We compared the effects of a partial lockdo...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8152192/ https://www.ncbi.nlm.nih.gov/pubmed/34039289 http://dx.doi.org/10.1186/s12889-021-10984-6 |
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author | Khadadah, Fatima Al-Shammari, Abdullah A. Alhashemi, Ahmad Alhuwail, Dari Al-Saif, Bader Alzaid, Saud N. Alahmad, Barrak Bogoch, Isaac I. |
author_facet | Khadadah, Fatima Al-Shammari, Abdullah A. Alhashemi, Ahmad Alhuwail, Dari Al-Saif, Bader Alzaid, Saud N. Alahmad, Barrak Bogoch, Isaac I. |
author_sort | Khadadah, Fatima |
collection | PubMed |
description | BACKGROUND: Aggressive non-pharmaceutical interventions (NPIs) may reduce transmission of SARS-CoV-2. The extent to which these interventions are successful in stopping the spread have not been characterized in countries with distinct socioeconomic groups. We compared the effects of a partial lockdown on disease transmission among Kuwaitis (P(1)) and non-Kuwaitis (P(2)) living in Kuwait. METHODS: We fit a modified metapopulation SEIR transmission model to reported cases stratified by two groups to estimate the impact of a partial lockdown on the effective reproduction number ([Formula: see text] ). We estimated the basic reproduction number ([Formula: see text] ) for the transmission in each group and simulated the potential trajectories of an outbreak from the first recorded case of community transmission until 12 days after the partial lockdown. We estimated [Formula: see text] values of both groups before and after the partial curfew, simulated the effect of these values on the epidemic curves and explored a range of cross-transmission scenarios. RESULTS: We estimate [Formula: see text] at 1·08 (95% CI: 1·00–1·26) for P(1) and 2·36 (2·03–2·71) for P(2). On March 22nd, [Formula: see text] for P(1) and P(2) are estimated at 1·19 (1·04–1·34) and 1·75 (1·26–2·11) respectively. After the partial curfew had taken effect, [Formula: see text] for P(1) dropped modestly to 1·05 (0·82–1·26) but almost doubled for P(2) to 2·89 (2·30–3·70). Our simulated epidemic trajectories show that the partial curfew measure greatly reduced and delayed the height of the peak in P(1), yet significantly elevated and hastened the peak in P(2). Modest cross-transmission between P(1) and P(2) greatly elevated the height of the peak in P(1) and brought it forward in time closer to the peak of P(2). CONCLUSION: Our results indicate and quantify how the same lockdown intervention can accentuate disease transmission in some subpopulations while potentially controlling it in others. Any such control may further become compromised in the presence of cross-transmission between subpopulations. Future interventions and policies need to be sensitive to socioeconomic and health disparities. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-021-10984-6. |
format | Online Article Text |
id | pubmed-8152192 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-81521922021-05-28 The effects of non-pharmaceutical interventions on SARS-CoV-2 transmission in different socioeconomic populations in Kuwait: a modeling study Khadadah, Fatima Al-Shammari, Abdullah A. Alhashemi, Ahmad Alhuwail, Dari Al-Saif, Bader Alzaid, Saud N. Alahmad, Barrak Bogoch, Isaac I. BMC Public Health Research Article BACKGROUND: Aggressive non-pharmaceutical interventions (NPIs) may reduce transmission of SARS-CoV-2. The extent to which these interventions are successful in stopping the spread have not been characterized in countries with distinct socioeconomic groups. We compared the effects of a partial lockdown on disease transmission among Kuwaitis (P(1)) and non-Kuwaitis (P(2)) living in Kuwait. METHODS: We fit a modified metapopulation SEIR transmission model to reported cases stratified by two groups to estimate the impact of a partial lockdown on the effective reproduction number ([Formula: see text] ). We estimated the basic reproduction number ([Formula: see text] ) for the transmission in each group and simulated the potential trajectories of an outbreak from the first recorded case of community transmission until 12 days after the partial lockdown. We estimated [Formula: see text] values of both groups before and after the partial curfew, simulated the effect of these values on the epidemic curves and explored a range of cross-transmission scenarios. RESULTS: We estimate [Formula: see text] at 1·08 (95% CI: 1·00–1·26) for P(1) and 2·36 (2·03–2·71) for P(2). On March 22nd, [Formula: see text] for P(1) and P(2) are estimated at 1·19 (1·04–1·34) and 1·75 (1·26–2·11) respectively. After the partial curfew had taken effect, [Formula: see text] for P(1) dropped modestly to 1·05 (0·82–1·26) but almost doubled for P(2) to 2·89 (2·30–3·70). Our simulated epidemic trajectories show that the partial curfew measure greatly reduced and delayed the height of the peak in P(1), yet significantly elevated and hastened the peak in P(2). Modest cross-transmission between P(1) and P(2) greatly elevated the height of the peak in P(1) and brought it forward in time closer to the peak of P(2). CONCLUSION: Our results indicate and quantify how the same lockdown intervention can accentuate disease transmission in some subpopulations while potentially controlling it in others. Any such control may further become compromised in the presence of cross-transmission between subpopulations. Future interventions and policies need to be sensitive to socioeconomic and health disparities. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-021-10984-6. BioMed Central 2021-05-26 /pmc/articles/PMC8152192/ /pubmed/34039289 http://dx.doi.org/10.1186/s12889-021-10984-6 Text en © The Author(s) 2021 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 Khadadah, Fatima Al-Shammari, Abdullah A. Alhashemi, Ahmad Alhuwail, Dari Al-Saif, Bader Alzaid, Saud N. Alahmad, Barrak Bogoch, Isaac I. The effects of non-pharmaceutical interventions on SARS-CoV-2 transmission in different socioeconomic populations in Kuwait: a modeling study |
title | The effects of non-pharmaceutical interventions on SARS-CoV-2 transmission in different socioeconomic populations in Kuwait: a modeling study |
title_full | The effects of non-pharmaceutical interventions on SARS-CoV-2 transmission in different socioeconomic populations in Kuwait: a modeling study |
title_fullStr | The effects of non-pharmaceutical interventions on SARS-CoV-2 transmission in different socioeconomic populations in Kuwait: a modeling study |
title_full_unstemmed | The effects of non-pharmaceutical interventions on SARS-CoV-2 transmission in different socioeconomic populations in Kuwait: a modeling study |
title_short | The effects of non-pharmaceutical interventions on SARS-CoV-2 transmission in different socioeconomic populations in Kuwait: a modeling study |
title_sort | effects of non-pharmaceutical interventions on sars-cov-2 transmission in different socioeconomic populations in kuwait: a modeling study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8152192/ https://www.ncbi.nlm.nih.gov/pubmed/34039289 http://dx.doi.org/10.1186/s12889-021-10984-6 |
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