Age-structured modeling of COVID-19 epidemic in the USA, UAE and Algeria

As the COVID-19 is still spreading in more than 180 countries, according to WHO. There is a need to understand the dynamics of this infection and predict its the impact on the public health capacity. This work aims to forecast the progress of the disease in three countries from different continents:...

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Autores:
Tipo de recurso:
Article of investigation
Fecha de publicación:
2020
Institución:
Universidad de Bogotá Jorge Tadeo Lozano
Repositorio:
Expeditio: repositorio UTadeo
Idioma:
eng
OAI Identifier:
oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/14115
Acceso en línea:
https://doi.org/10.1016/j.aej.2020.08.053
http://hdl.handle.net/20.500.12010/14115
Palabra clave:
COVID-19
Age-structured
SIR model
Basic reproduction number
Peak epidemic
Hospitals capacities
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
Rights
License
Abierto (Texto Completo)
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oai_identifier_str oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/14115
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repository_id_str
dc.title.spa.fl_str_mv Age-structured modeling of COVID-19 epidemic in the USA, UAE and Algeria
title Age-structured modeling of COVID-19 epidemic in the USA, UAE and Algeria
spellingShingle Age-structured modeling of COVID-19 epidemic in the USA, UAE and Algeria
COVID-19
Age-structured
SIR model
Basic reproduction number
Peak epidemic
Hospitals capacities
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
title_short Age-structured modeling of COVID-19 epidemic in the USA, UAE and Algeria
title_full Age-structured modeling of COVID-19 epidemic in the USA, UAE and Algeria
title_fullStr Age-structured modeling of COVID-19 epidemic in the USA, UAE and Algeria
title_full_unstemmed Age-structured modeling of COVID-19 epidemic in the USA, UAE and Algeria
title_sort Age-structured modeling of COVID-19 epidemic in the USA, UAE and Algeria
dc.subject.spa.fl_str_mv COVID-19
Age-structured
SIR model
Basic reproduction number
Peak epidemic
Hospitals capacities
topic COVID-19
Age-structured
SIR model
Basic reproduction number
Peak epidemic
Hospitals capacities
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
dc.subject.lemb.spa.fl_str_mv Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
description As the COVID-19 is still spreading in more than 180 countries, according to WHO. There is a need to understand the dynamics of this infection and predict its the impact on the public health capacity. This work aims to forecast the progress of the disease in three countries from different continents: The United States of America, the United Arab Emirates and Algeria. The existing data shows that the fatality of the disease is high in elderly people and people with comorbidity. Therefore, we consider an age-structured model. Our model also takes into consider two main components of the COVID-19 (a) the number of Infected hospitalized people, therefore, we estimate the number of beds (acute and critical) needed (2) the possible infection of the healthcare personals (HCP). Hence, the model predict the peak time and the number of infectious cases at the peak before and after the implementation of non-pharmaceutical interventions (NPI), and we also compare this finding with case of full lockdown. Finally, we investigate the impact of the shortage of proper personal protective equipment (PPE) on the spread of the disease.
publishDate 2020
dc.date.accessioned.none.fl_str_mv 2020-10-01T20:07:39Z
dc.date.available.none.fl_str_mv 2020-10-01T20:07:39Z
dc.date.created.none.fl_str_mv 2020
dc.type.local.spa.fl_str_mv Artículo
dc.type.coar.spa.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
format http://purl.org/coar/resource_type/c_2df8fbb1
dc.identifier.issn.spa.fl_str_mv 1110-0168
dc.identifier.other.spa.fl_str_mv https://doi.org/10.1016/j.aej.2020.08.053
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12010/14115
dc.identifier.doi.spa.fl_str_mv https://doi.org/10.1016/j.aej.2020.08.053
identifier_str_mv 1110-0168
url https://doi.org/10.1016/j.aej.2020.08.053
http://hdl.handle.net/20.500.12010/14115
dc.language.iso.spa.fl_str_mv eng
language eng
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.local.spa.fl_str_mv Abierto (Texto Completo)
rights_invalid_str_mv Abierto (Texto Completo)
http://purl.org/coar/access_right/c_abf2
dc.format.extent.spa.fl_str_mv 11 páginas
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Alexandria Engineering Journal
dc.source.spa.fl_str_mv reponame:Expeditio Repositorio Institucional UJTL
instname:Universidad de Bogotá Jorge Tadeo Lozano
instname_str Universidad de Bogotá Jorge Tadeo Lozano
institution Universidad de Bogotá Jorge Tadeo Lozano
reponame_str Expeditio Repositorio Institucional UJTL
collection Expeditio Repositorio Institucional UJTL
bitstream.url.fl_str_mv https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/14115/2/license.txt
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spelling 2020-10-01T20:07:39Z2020-10-01T20:07:39Z20201110-0168https://doi.org/10.1016/j.aej.2020.08.053http://hdl.handle.net/20.500.12010/14115https://doi.org/10.1016/j.aej.2020.08.053As the COVID-19 is still spreading in more than 180 countries, according to WHO. There is a need to understand the dynamics of this infection and predict its the impact on the public health capacity. This work aims to forecast the progress of the disease in three countries from different continents: The United States of America, the United Arab Emirates and Algeria. The existing data shows that the fatality of the disease is high in elderly people and people with comorbidity. Therefore, we consider an age-structured model. Our model also takes into consider two main components of the COVID-19 (a) the number of Infected hospitalized people, therefore, we estimate the number of beds (acute and critical) needed (2) the possible infection of the healthcare personals (HCP). Hence, the model predict the peak time and the number of infectious cases at the peak before and after the implementation of non-pharmaceutical interventions (NPI), and we also compare this finding with case of full lockdown. Finally, we investigate the impact of the shortage of proper personal protective equipment (PPE) on the spread of the disease.11 páginasapplication/pdfengAlexandria Engineering Journalreponame:Expeditio Repositorio Institucional UJTLinstname:Universidad de Bogotá Jorge Tadeo LozanoCOVID-19Age-structuredSIR modelBasic reproduction numberPeak epidemicHospitals capacitiesSíndrome respiratorio agudo graveCOVID-19SARS-CoV-2CoronavirusAge-structured modeling of COVID-19 epidemic in the USA, UAE and AlgeriaArtículohttp://purl.org/coar/resource_type/c_2df8fbb1Abierto (Texto Completo)http://purl.org/coar/access_right/c_abf2Bentout, SoufianeTridane, AbdessamadDjilali, SalihTouaoula, Tarik MohammedLICENSElicense.txtlicense.txttext/plain; charset=utf-82938https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/14115/2/license.txtabceeb1c943c50d3343516f9dbfc110fMD52open accessTHUMBNAILAge-Structured-Modeling-of-COVID-19-Epidemic-in-th_2020_Alexandria-Engineeri.pdf.jpgAge-Structured-Modeling-of-COVID-19-Epidemic-in-th_2020_Alexandria-Engineeri.pdf.jpgIM Thumbnailimage/jpeg15059https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/14115/3/Age-Structured-Modeling-of-COVID-19-Epidemic-in-th_2020_Alexandria-Engineeri.pdf.jpg5d8677562fb76d138aa3f58fbab33984MD53open access20.500.12010/14115oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/141152021-03-17 19:08:54.892metadata only accessRepositorio Institucional - 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