The reproductive number R0 of COVID-19 in Peru: An opportunity for effective changes
Descripción del Articulo
On December 31, 2019, the city of Wuhan, from the People's Republic of China, reported to the World Health Organization (WHO) around twenty-seven cases of pneumonia of unknown etiology, which was identified on January 7, 2020, as new coronavirus (nCOV) [1]. Subsequently, the WHO named it as COV...
| Autor: | |
|---|---|
| Fecha de Publicación: | 2020 |
| Institución: | Universidad Cesar Vallejo |
| Repositorio: | UCV-Institucional |
| Lenguaje: | inglés |
| OAI Identifier: | oai:repositorio.ucv.edu.pe:20.500.12692/46080 |
| Enlace del recurso: | https://hdl.handle.net/20.500.12692/46080 https://doi.org/10.1016/j.tmaid.2020.101689 |
| Nivel de acceso: | acceso abierto |
| Materia: | COVID-19 Coronavirus - Investigación Infecciones respiratorias Coronavirus https://purl.org/pe-repo/ocde/ford#3.01.00 |
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The reproductive number R0 of COVID-19 in Peru: An opportunity for effective changes |
| title |
The reproductive number R0 of COVID-19 in Peru: An opportunity for effective changes |
| spellingShingle |
The reproductive number R0 of COVID-19 in Peru: An opportunity for effective changes Diaz Velez, Cristian COVID-19 Coronavirus - Investigación Infecciones respiratorias Coronavirus https://purl.org/pe-repo/ocde/ford#3.01.00 |
| title_short |
The reproductive number R0 of COVID-19 in Peru: An opportunity for effective changes |
| title_full |
The reproductive number R0 of COVID-19 in Peru: An opportunity for effective changes |
| title_fullStr |
The reproductive number R0 of COVID-19 in Peru: An opportunity for effective changes |
| title_full_unstemmed |
The reproductive number R0 of COVID-19 in Peru: An opportunity for effective changes |
| title_sort |
The reproductive number R0 of COVID-19 in Peru: An opportunity for effective changes |
| author |
Diaz Velez, Cristian |
| author_facet |
Diaz Velez, Cristian |
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author |
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Torres Roman, J. Smith Cabos Kobiak, Ilia Valcarcel, Bryan La Vecchia, Carlo |
| dc.contributor.author.fl_str_mv |
Diaz Velez, Cristian |
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COVID-19 Coronavirus - Investigación Infecciones respiratorias Coronavirus |
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COVID-19 Coronavirus - Investigación Infecciones respiratorias Coronavirus https://purl.org/pe-repo/ocde/ford#3.01.00 |
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https://purl.org/pe-repo/ocde/ford#3.01.00 |
| description |
On December 31, 2019, the city of Wuhan, from the People's Republic of China, reported to the World Health Organization (WHO) around twenty-seven cases of pneumonia of unknown etiology, which was identified on January 7, 2020, as new coronavirus (nCOV) [1]. Subsequently, the WHO named it as COVID-19 (Coronavirus Disease 2019). Peru reported, on March 06, the first imported case of COVID-19 in a Peruvian man with travel history to Europe. Then, other cases were confirmed among his relatives [2]. Given the increase in the number of cases, on March 15, the Peruvian president declared a State of Emergency, compulsory social isolation, and international border closure. The mechanism of transmission of COVID-19 is through person-toperson contact. For this reason, it is important to evaluate the likelihood of the spread of the disease in Peru and the Lima province. Therefore, we aimed to estimate the reproductive number (R0) of COVID-19 during its early outbreak in the Lima province and Peru. R0 was calculated to estimate the spread of COVID-19 in the Lima province and Peru. The R0 is a measure to quantify the probability of new cases that result from an effective contact with an infected individual. It depends on a specific point in time and the social behavior of a community. Therefore, it is unique for a specific population and region. Data was extracted the reports of the Peruvian Ministry of Health. The “incidence” package was used to calculate the incidence in the selected 5-day time frame. Moreover, we retrieved the R0 with the Poisson likelihood technique using the “earlyR” package and made the graphics with the “ggplot2” package. All analysis was made in the R software version 3.6.2. The overall basic reproductive number of Peru during the outbreak period was 2.97 (See Fig. 1), meaning that a single case could have infected almost 3 different persons. Lima had a similar outcome with an R0 of 2.88. After the declaration of the State of Emergency, the R0 are expected to decrease. However, several remarks may point towards a sustained or increased R0 in the population. First, the number of cases could increased due to a delay in the delivery of swab samples to Lima and the subsequent test results to the respictive provinces. During this early phase of the outbreak, the only available laboratory was the National Institute of Health (INS), located in Lima. Therefore patients in other provinces had to wait more than 3 days for their laboratory result [3], which may have resulted in a higher transmission rate and an improper medical management and isolation containment of the true cases. Second, the place were the sample was taken could increase the rate of false negatives. A recent report [4] indicated that the results of molecular tests, such as RT-PCR, depend on where it is obtained. This is because there is a difference between bronchoalveolar lavage fuild especimens (93%) compared to the nasal swabs (63%) and pharyngeal swabs (32%); the last one is the location where health perssonel take the samples of the Peruvian suspected cases. Other causes for the high R0 could be that, despite the State of Emergency, the population have not respected the quarantine. A local report identified persistent mass gatherings in different parts of the country [5], and an estimated of 16,000 detainees for inflicting the temporary Govenrment restrinctions. Furthermore, several individuals did not respect the require “social distancing” bewteen person to person. Studies highlight that “social distancing” is one of the pivotal public health measures to reduce the transmission in places were there is evidence of community transmission [6]. These results identified the likelihood of the spread of COVID-19 in Lima province and Peru. Moreover, the behaviors of several individuals against the Governement mitigation actions suggest that the spread will, in fact, increase. Moreover, is expected that Peru reduces the time of cases identification by descentralizing testing laboratories and the implementation of antigen-antibody tests. |
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2020 |
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2020-09-03T17:03:51Z |
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2020-09-03T17:03:51Z |
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2020 |
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info:eu-repo/semantics/monograph |
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1477-8939 |
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https://hdl.handle.net/20.500.12692/46080 |
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https://doi.org/10.1016/j.tmaid.2020.101689 |
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https://hdl.handle.net/20.500.12692/46080 https://doi.org/10.1016/j.tmaid.2020.101689 |
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eng |
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Travel Medicine and Infectious Disease; |
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Torres Roman, J. SmithCabos Kobiak, IliaValcarcel, BryanLa Vecchia, CarloDiaz Velez, Cristian2020-09-03T17:03:51Z2020-09-03T17:03:51Z20201477-8939https://hdl.handle.net/20.500.12692/46080https://doi.org/10.1016/j.tmaid.2020.101689On December 31, 2019, the city of Wuhan, from the People's Republic of China, reported to the World Health Organization (WHO) around twenty-seven cases of pneumonia of unknown etiology, which was identified on January 7, 2020, as new coronavirus (nCOV) [1]. Subsequently, the WHO named it as COVID-19 (Coronavirus Disease 2019). Peru reported, on March 06, the first imported case of COVID-19 in a Peruvian man with travel history to Europe. Then, other cases were confirmed among his relatives [2]. Given the increase in the number of cases, on March 15, the Peruvian president declared a State of Emergency, compulsory social isolation, and international border closure. The mechanism of transmission of COVID-19 is through person-toperson contact. For this reason, it is important to evaluate the likelihood of the spread of the disease in Peru and the Lima province. Therefore, we aimed to estimate the reproductive number (R0) of COVID-19 during its early outbreak in the Lima province and Peru. R0 was calculated to estimate the spread of COVID-19 in the Lima province and Peru. The R0 is a measure to quantify the probability of new cases that result from an effective contact with an infected individual. It depends on a specific point in time and the social behavior of a community. Therefore, it is unique for a specific population and region. Data was extracted the reports of the Peruvian Ministry of Health. The “incidence” package was used to calculate the incidence in the selected 5-day time frame. Moreover, we retrieved the R0 with the Poisson likelihood technique using the “earlyR” package and made the graphics with the “ggplot2” package. All analysis was made in the R software version 3.6.2. The overall basic reproductive number of Peru during the outbreak period was 2.97 (See Fig. 1), meaning that a single case could have infected almost 3 different persons. Lima had a similar outcome with an R0 of 2.88. After the declaration of the State of Emergency, the R0 are expected to decrease. However, several remarks may point towards a sustained or increased R0 in the population. First, the number of cases could increased due to a delay in the delivery of swab samples to Lima and the subsequent test results to the respictive provinces. During this early phase of the outbreak, the only available laboratory was the National Institute of Health (INS), located in Lima. Therefore patients in other provinces had to wait more than 3 days for their laboratory result [3], which may have resulted in a higher transmission rate and an improper medical management and isolation containment of the true cases. Second, the place were the sample was taken could increase the rate of false negatives. A recent report [4] indicated that the results of molecular tests, such as RT-PCR, depend on where it is obtained. This is because there is a difference between bronchoalveolar lavage fuild especimens (93%) compared to the nasal swabs (63%) and pharyngeal swabs (32%); the last one is the location where health perssonel take the samples of the Peruvian suspected cases. Other causes for the high R0 could be that, despite the State of Emergency, the population have not respected the quarantine. A local report identified persistent mass gatherings in different parts of the country [5], and an estimated of 16,000 detainees for inflicting the temporary Govenrment restrinctions. Furthermore, several individuals did not respect the require “social distancing” bewteen person to person. Studies highlight that “social distancing” is one of the pivotal public health measures to reduce the transmission in places were there is evidence of community transmission [6]. These results identified the likelihood of the spread of COVID-19 in Lima province and Peru. Moreover, the behaviors of several individuals against the Governement mitigation actions suggest that the spread will, in fact, increase. Moreover, is expected that Peru reduces the time of cases identification by descentralizing testing laboratories and the implementation of antigen-antibody tests.Trabajo de investigaciónChiclayoEnfermedades Infecciosas y TransmisiblesRevisión por paresapplication/pdfengUniversidad César Vallejoinfo:eu-repo/semantics/articleTravel Medicine and Infectious Disease;urn:issn:1477-8939info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Repositorio Institucional - UCVUniversidad César Vallejoreponame:UCV-Institucionalinstname:Universidad Cesar Vallejoinstacron:UCVCOVID-19Coronavirus - Investigación Infecciones respiratoriasCoronavirushttps://purl.org/pe-repo/ocde/ford#3.01.00The reproductive number R0 of COVID-19 in Peru: An opportunity for effective changesinfo:eu-repo/semantics/monographUniversidad César Vallejo. 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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).