Cargando…
Estimating and mitigating the risk of COVID-19 epidemic rebound associated with reopening of international borders in Vietnam: a modelling study
BACKGROUND: Vietnam has emerged as one of the world's leading success stories in responding to COVID-19. After a prolonged period of little to no transmission, there was an outbreak of unknown source in July, 2020, in the Da Nang region, but the outbreak was quickly suppressed. We aimed to use...
Autores principales: | , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Author(s). Published by Elsevier Ltd.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8041387/ https://www.ncbi.nlm.nih.gov/pubmed/33857499 http://dx.doi.org/10.1016/S2214-109X(21)00103-0 |
_version_ | 1783677928392884224 |
---|---|
author | Pham, Quang D Stuart, Robyn M Nguyen, Thuong V Luong, Quang C Tran, Quang D Pham, Thai Q Phan, Lan T Dang, Tan Q Tran, Duong N Do, Hung T Mistry, Dina Klein, Daniel J Abeysuriya, Romesh G Oron, Assaf P Kerr, Cliff C |
author_facet | Pham, Quang D Stuart, Robyn M Nguyen, Thuong V Luong, Quang C Tran, Quang D Pham, Thai Q Phan, Lan T Dang, Tan Q Tran, Duong N Do, Hung T Mistry, Dina Klein, Daniel J Abeysuriya, Romesh G Oron, Assaf P Kerr, Cliff C |
author_sort | Pham, Quang D |
collection | PubMed |
description | BACKGROUND: Vietnam has emerged as one of the world's leading success stories in responding to COVID-19. After a prolonged period of little to no transmission, there was an outbreak of unknown source in July, 2020, in the Da Nang region, but the outbreak was quickly suppressed. We aimed to use epidemiological, behavioural, demographic, and policy data from the COVID-19 outbreak in Da Nang to calibrate an agent-based model of COVID-19 transmission for Vietnam, and to estimate the risk of future outbreaks associated with reopening of international borders in the country. METHODS: For this modelling study, we used comprehensive data from June 15 to Oct 15, 2020, on testing, COVID-19 cases, and quarantine breaches within an agent-based model of SARS-CoV-2 transmission to model a COVID-19 outbreak in Da Nang in July, 2020. We applied this model to quantify the risk of future outbreaks in Vietnam in the 3 months after the reopening of international borders, under different behavioural scenarios, policy responses (ie, closure of workplaces and schools), and ongoing testing. FINDINGS: We estimated that the outbreak in Da Nang between July and August, 2020, resulted in substantial community transmission, and that higher levels of symptomatic testing could have mitigated this transmission. We estimated that the outbreak peaked on Aug 2, 2020, with an estimated 1060 active infections (95% projection interval 890–1280). If the population of Vietnam remains highly compliant with mask-wearing policies, our projections indicate that the epidemic would remain under control even if a small but steady flow of imported infections escaped quarantine into the community. However, if complacency increases and testing rates are relatively low (10% of symptomatic individuals are tested), the epidemic could rebound again, resulting in an estimated 2100 infections (95% projected interval 1050–3610) in 3 months. These outcomes could be mitigated if the behaviour of the general population responds dynamically to increases in locally acquired cases that exceed specific thresholds, but only if testing of symptomatic individuals is also increased. INTERPRETATION: The successful response to COVID-19 in Vietnam could be improved even further with higher levels of symptomatic testing. If the previous approaches are used in response to new COVID-19 outbreaks, epidemic control is possible even in the presence of low levels of imported cases. FUNDING: Ministry of Science and Technology (Vietnam). TRANSLATION: For the Vietnamese translation of the abstract see Supplementary Materials section. |
format | Online Article Text |
id | pubmed-8041387 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Author(s). Published by Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-80413872021-04-13 Estimating and mitigating the risk of COVID-19 epidemic rebound associated with reopening of international borders in Vietnam: a modelling study Pham, Quang D Stuart, Robyn M Nguyen, Thuong V Luong, Quang C Tran, Quang D Pham, Thai Q Phan, Lan T Dang, Tan Q Tran, Duong N Do, Hung T Mistry, Dina Klein, Daniel J Abeysuriya, Romesh G Oron, Assaf P Kerr, Cliff C Lancet Glob Health Articles BACKGROUND: Vietnam has emerged as one of the world's leading success stories in responding to COVID-19. After a prolonged period of little to no transmission, there was an outbreak of unknown source in July, 2020, in the Da Nang region, but the outbreak was quickly suppressed. We aimed to use epidemiological, behavioural, demographic, and policy data from the COVID-19 outbreak in Da Nang to calibrate an agent-based model of COVID-19 transmission for Vietnam, and to estimate the risk of future outbreaks associated with reopening of international borders in the country. METHODS: For this modelling study, we used comprehensive data from June 15 to Oct 15, 2020, on testing, COVID-19 cases, and quarantine breaches within an agent-based model of SARS-CoV-2 transmission to model a COVID-19 outbreak in Da Nang in July, 2020. We applied this model to quantify the risk of future outbreaks in Vietnam in the 3 months after the reopening of international borders, under different behavioural scenarios, policy responses (ie, closure of workplaces and schools), and ongoing testing. FINDINGS: We estimated that the outbreak in Da Nang between July and August, 2020, resulted in substantial community transmission, and that higher levels of symptomatic testing could have mitigated this transmission. We estimated that the outbreak peaked on Aug 2, 2020, with an estimated 1060 active infections (95% projection interval 890–1280). If the population of Vietnam remains highly compliant with mask-wearing policies, our projections indicate that the epidemic would remain under control even if a small but steady flow of imported infections escaped quarantine into the community. However, if complacency increases and testing rates are relatively low (10% of symptomatic individuals are tested), the epidemic could rebound again, resulting in an estimated 2100 infections (95% projected interval 1050–3610) in 3 months. These outcomes could be mitigated if the behaviour of the general population responds dynamically to increases in locally acquired cases that exceed specific thresholds, but only if testing of symptomatic individuals is also increased. INTERPRETATION: The successful response to COVID-19 in Vietnam could be improved even further with higher levels of symptomatic testing. If the previous approaches are used in response to new COVID-19 outbreaks, epidemic control is possible even in the presence of low levels of imported cases. FUNDING: Ministry of Science and Technology (Vietnam). TRANSLATION: For the Vietnamese translation of the abstract see Supplementary Materials section. The Author(s). Published by Elsevier Ltd. 2021-07 2021-04-12 /pmc/articles/PMC8041387/ /pubmed/33857499 http://dx.doi.org/10.1016/S2214-109X(21)00103-0 Text en © 2021 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY-NC-ND 4.0 license Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Articles Pham, Quang D Stuart, Robyn M Nguyen, Thuong V Luong, Quang C Tran, Quang D Pham, Thai Q Phan, Lan T Dang, Tan Q Tran, Duong N Do, Hung T Mistry, Dina Klein, Daniel J Abeysuriya, Romesh G Oron, Assaf P Kerr, Cliff C Estimating and mitigating the risk of COVID-19 epidemic rebound associated with reopening of international borders in Vietnam: a modelling study |
title | Estimating and mitigating the risk of COVID-19 epidemic rebound associated with reopening of international borders in Vietnam: a modelling study |
title_full | Estimating and mitigating the risk of COVID-19 epidemic rebound associated with reopening of international borders in Vietnam: a modelling study |
title_fullStr | Estimating and mitigating the risk of COVID-19 epidemic rebound associated with reopening of international borders in Vietnam: a modelling study |
title_full_unstemmed | Estimating and mitigating the risk of COVID-19 epidemic rebound associated with reopening of international borders in Vietnam: a modelling study |
title_short | Estimating and mitigating the risk of COVID-19 epidemic rebound associated with reopening of international borders in Vietnam: a modelling study |
title_sort | estimating and mitigating the risk of covid-19 epidemic rebound associated with reopening of international borders in vietnam: a modelling study |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8041387/ https://www.ncbi.nlm.nih.gov/pubmed/33857499 http://dx.doi.org/10.1016/S2214-109X(21)00103-0 |
work_keys_str_mv | AT phamquangd estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy AT stuartrobynm estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy AT nguyenthuongv estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy AT luongquangc estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy AT tranquangd estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy AT phamthaiq estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy AT phanlant estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy AT dangtanq estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy AT tranduongn estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy AT dohungt estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy AT mistrydina estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy AT kleindanielj estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy AT abeysuriyaromeshg estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy AT oronassafp estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy AT kerrcliffc estimatingandmitigatingtheriskofcovid19epidemicreboundassociatedwithreopeningofinternationalbordersinvietnamamodellingstudy |