Cargando…
The effect of travel restrictions on the spread of the 2019 novel coronavirus (2019-nCoV) outbreak
Motivated by the rapid spread of a novel coronavirus (2019-nCoV) in Mainland China, we use a global metapopulation disease transmission model to project the impact of both domestic and international travel limitations on the national and international spread of the epidemic. The model is calibrated...
Autores principales: | , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7216908/ https://www.ncbi.nlm.nih.gov/pubmed/32511423 http://dx.doi.org/10.1101/2020.02.09.20021261 |
_version_ | 1783532506986840064 |
---|---|
author | Chinazzi, Matteo Davis, Jessica T. Ajelli, Marco Gioannini, Corrado Litvinova, Maria Merler, Stefano Pastore y Piontti, Ana Rossi, Luca Sun, Kaiyuan Viboud, Cécile Xiong, Xinyue Yu, Hongjie Halloran, M. Elizabeth Longini, Ira M. Vespignani, Alessandro |
author_facet | Chinazzi, Matteo Davis, Jessica T. Ajelli, Marco Gioannini, Corrado Litvinova, Maria Merler, Stefano Pastore y Piontti, Ana Rossi, Luca Sun, Kaiyuan Viboud, Cécile Xiong, Xinyue Yu, Hongjie Halloran, M. Elizabeth Longini, Ira M. Vespignani, Alessandro |
author_sort | Chinazzi, Matteo |
collection | PubMed |
description | Motivated by the rapid spread of a novel coronavirus (2019-nCoV) in Mainland China, we use a global metapopulation disease transmission model to project the impact of both domestic and international travel limitations on the national and international spread of the epidemic. The model is calibrated on the evidence of internationally imported cases before the implementation of the travel quarantine of Wuhan. By assuming a generation time of 7.5 days, the reproduction number is estimated to be 2.4 [90% CI 2.2–2.6]. The median estimate for number of cases before the travel ban implementation on January 23, 2020 is 58,956 [90% CI 40,759 – 87,471] in Wuhan and 3,491 [90% CI 1,924 – 7,360] in other locations in Mainland China. The model shows that as of January 23, most Chinese cities had already received a considerable number of infected cases, and the travel quarantine delays the overall epidemic progression by only 3 to 5 days. The travel quarantine has a more marked effect at the international scale, where we estimate the number of case importations to be reduced by 80% until the end of February. Modeling results also indicate that sustained 90% travel restrictions to and from Mainland China only modestly affect the epidemic trajectory unless combined with a 50% or higher reduction of transmission in the community. |
format | Online Article Text |
id | pubmed-7216908 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-72169082020-06-07 The effect of travel restrictions on the spread of the 2019 novel coronavirus (2019-nCoV) outbreak Chinazzi, Matteo Davis, Jessica T. Ajelli, Marco Gioannini, Corrado Litvinova, Maria Merler, Stefano Pastore y Piontti, Ana Rossi, Luca Sun, Kaiyuan Viboud, Cécile Xiong, Xinyue Yu, Hongjie Halloran, M. Elizabeth Longini, Ira M. Vespignani, Alessandro medRxiv Article Motivated by the rapid spread of a novel coronavirus (2019-nCoV) in Mainland China, we use a global metapopulation disease transmission model to project the impact of both domestic and international travel limitations on the national and international spread of the epidemic. The model is calibrated on the evidence of internationally imported cases before the implementation of the travel quarantine of Wuhan. By assuming a generation time of 7.5 days, the reproduction number is estimated to be 2.4 [90% CI 2.2–2.6]. The median estimate for number of cases before the travel ban implementation on January 23, 2020 is 58,956 [90% CI 40,759 – 87,471] in Wuhan and 3,491 [90% CI 1,924 – 7,360] in other locations in Mainland China. The model shows that as of January 23, most Chinese cities had already received a considerable number of infected cases, and the travel quarantine delays the overall epidemic progression by only 3 to 5 days. The travel quarantine has a more marked effect at the international scale, where we estimate the number of case importations to be reduced by 80% until the end of February. Modeling results also indicate that sustained 90% travel restrictions to and from Mainland China only modestly affect the epidemic trajectory unless combined with a 50% or higher reduction of transmission in the community. Cold Spring Harbor Laboratory 2020-02-11 /pmc/articles/PMC7216908/ /pubmed/32511423 http://dx.doi.org/10.1101/2020.02.09.20021261 Text en http://creativecommons.org/licenses/by-nc-nd/4.0/It is made available under a CC-BY-NC-ND 4.0 International license (http://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Article Chinazzi, Matteo Davis, Jessica T. Ajelli, Marco Gioannini, Corrado Litvinova, Maria Merler, Stefano Pastore y Piontti, Ana Rossi, Luca Sun, Kaiyuan Viboud, Cécile Xiong, Xinyue Yu, Hongjie Halloran, M. Elizabeth Longini, Ira M. Vespignani, Alessandro The effect of travel restrictions on the spread of the 2019 novel coronavirus (2019-nCoV) outbreak |
title | The effect of travel restrictions on the spread of the 2019 novel coronavirus (2019-nCoV) outbreak |
title_full | The effect of travel restrictions on the spread of the 2019 novel coronavirus (2019-nCoV) outbreak |
title_fullStr | The effect of travel restrictions on the spread of the 2019 novel coronavirus (2019-nCoV) outbreak |
title_full_unstemmed | The effect of travel restrictions on the spread of the 2019 novel coronavirus (2019-nCoV) outbreak |
title_short | The effect of travel restrictions on the spread of the 2019 novel coronavirus (2019-nCoV) outbreak |
title_sort | effect of travel restrictions on the spread of the 2019 novel coronavirus (2019-ncov) outbreak |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7216908/ https://www.ncbi.nlm.nih.gov/pubmed/32511423 http://dx.doi.org/10.1101/2020.02.09.20021261 |
work_keys_str_mv | AT chinazzimatteo theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT davisjessicat theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT ajellimarco theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT gioanninicorrado theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT litvinovamaria theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT merlerstefano theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT pastoreypionttiana theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT rossiluca theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT sunkaiyuan theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT viboudcecile theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT xiongxinyue theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT yuhongjie theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT halloranmelizabeth theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT longiniiram theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT vespignanialessandro theeffectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT chinazzimatteo effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT davisjessicat effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT ajellimarco effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT gioanninicorrado effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT litvinovamaria effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT merlerstefano effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT pastoreypionttiana effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT rossiluca effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT sunkaiyuan effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT viboudcecile effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT xiongxinyue effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT yuhongjie effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT halloranmelizabeth effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT longiniiram effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak AT vespignanialessandro effectoftravelrestrictionsonthespreadofthe2019novelcoronavirus2019ncovoutbreak |