Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020
The COVID-19 pandemic that emerged in Wuhan China has generated substantial morbidity and mortality impact around the world during the last four months. The daily trend in reported cases has been rapidly rising in Latin America since March 2020 with the great majority of the cases reported in Brazil...
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Format: | Article |
Language: | English |
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KeAi Communications Co., Ltd.
2020-01-01
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Series: | Infectious Disease Modelling |
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Online Access: | http://www.sciencedirect.com/science/article/pii/S2468042720300130 |
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English |
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author |
César V. Munayco Amna Tariq Richard Rothenberg Gabriela G. Soto-Cabezas Mary F. Reyes Andree Valle Leonardo Rojas-Mezarina César Cabezas Manuel Loayza Gerardo Chowell Dante Castro Garro Kevin Martel Vasquez Edith Solis Castro Isabel Sandoval Ordinola Javier Masias Mimbela Kely Meza Cornejo Fabiola Caruajulca Quijano Lenin La Torre Rosillo Luis Ordoñez Ibarguen Mario Vasquez Dominguez Rommell Veintimilla Gonzalez Seminario Martha Calderón Silva Mayra Saavedra Dreyfus Miguel Luna Pineda Milagros Durand Noemí Janampa Jesus Chuquihuaccha Susan Mateo Lizarbe David Enriquez Cusi Idania Mamani Pilco Alex Jaramillo Karina Vargas Oswaldo Cabanillas Juan Arrasco María Vargas Willy Ramos |
spellingShingle |
César V. Munayco Amna Tariq Richard Rothenberg Gabriela G. Soto-Cabezas Mary F. Reyes Andree Valle Leonardo Rojas-Mezarina César Cabezas Manuel Loayza Gerardo Chowell Dante Castro Garro Kevin Martel Vasquez Edith Solis Castro Isabel Sandoval Ordinola Javier Masias Mimbela Kely Meza Cornejo Fabiola Caruajulca Quijano Lenin La Torre Rosillo Luis Ordoñez Ibarguen Mario Vasquez Dominguez Rommell Veintimilla Gonzalez Seminario Martha Calderón Silva Mayra Saavedra Dreyfus Miguel Luna Pineda Milagros Durand Noemí Janampa Jesus Chuquihuaccha Susan Mateo Lizarbe David Enriquez Cusi Idania Mamani Pilco Alex Jaramillo Karina Vargas Oswaldo Cabanillas Juan Arrasco María Vargas Willy Ramos Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020 Infectious Disease Modelling COVID-19 SARS-CoV-2 Transmission potential Short-term forecast Reproduction number Generalized growth model |
author_facet |
César V. Munayco Amna Tariq Richard Rothenberg Gabriela G. Soto-Cabezas Mary F. Reyes Andree Valle Leonardo Rojas-Mezarina César Cabezas Manuel Loayza Gerardo Chowell Dante Castro Garro Kevin Martel Vasquez Edith Solis Castro Isabel Sandoval Ordinola Javier Masias Mimbela Kely Meza Cornejo Fabiola Caruajulca Quijano Lenin La Torre Rosillo Luis Ordoñez Ibarguen Mario Vasquez Dominguez Rommell Veintimilla Gonzalez Seminario Martha Calderón Silva Mayra Saavedra Dreyfus Miguel Luna Pineda Milagros Durand Noemí Janampa Jesus Chuquihuaccha Susan Mateo Lizarbe David Enriquez Cusi Idania Mamani Pilco Alex Jaramillo Karina Vargas Oswaldo Cabanillas Juan Arrasco María Vargas Willy Ramos |
author_sort |
César V. Munayco |
title |
Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020 |
title_short |
Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020 |
title_full |
Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020 |
title_fullStr |
Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020 |
title_full_unstemmed |
Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020 |
title_sort |
early transmission dynamics of covid-19 in a southern hemisphere setting: lima-peru: february 29th–march 30th, 2020 |
publisher |
KeAi Communications Co., Ltd. |
series |
Infectious Disease Modelling |
issn |
2468-0427 |
publishDate |
2020-01-01 |
description |
The COVID-19 pandemic that emerged in Wuhan China has generated substantial morbidity and mortality impact around the world during the last four months. The daily trend in reported cases has been rapidly rising in Latin America since March 2020 with the great majority of the cases reported in Brazil followed by Peru as of April 15th, 2020. Although Peru implemented a range of social distancing measures soon after the confirmation of its first case on March 6th, 2020, the daily number of new COVID-19 cases continues to accumulate in this country. We assessed the early COVID-19 transmission dynamics and the effect of social distancing interventions in Lima, Peru.We estimated the reproduction number, R, during the early transmission phase in Lima from the daily series of imported and autochthonous cases by the date of symptoms onset as of March 30th, 2020. We also assessed the effect of social distancing interventions in Lima by generating short-term forecasts grounded on the early transmission dynamics before interventions were put in place.Prior to the implementation of the social distancing measures in Lima, the local incidence curve by the date of symptoms onset displays near exponential growth dynamics with the mean scaling of growth parameter, p, estimated at 0.96 (95% CI: 0.87, 1.0) and the reproduction number at 2.3 (95% CI: 2.0, 2.5). Our analysis indicates that school closures and other social distancing interventions have helped slow down the spread of the novel coronavirus, with the nearly exponential growth trend shifting to an approximately linear growth trend soon after the broad scale social distancing interventions were put in place by the government.While the interventions appear to have slowed the transmission rate in Lima, the number of new COVID-19 cases continue to accumulate, highlighting the need to strengthen social distancing and active case finding efforts to mitigate disease transmission in the region. |
topic |
COVID-19 SARS-CoV-2 Transmission potential Short-term forecast Reproduction number Generalized growth model |
url |
http://www.sciencedirect.com/science/article/pii/S2468042720300130 |
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doaj-8da0430fa5d94e4c98272f31282982a32021-04-02T19:10:14ZengKeAi Communications Co., Ltd.Infectious Disease Modelling2468-04272020-01-015338345Early transmission dynamics of COVID-19 in a southern hemisphere setting: Lima-Peru: February 29th–March 30th, 2020César V. Munayco0Amna Tariq1Richard Rothenberg2Gabriela G. Soto-Cabezas3Mary F. Reyes4Andree Valle5Leonardo Rojas-Mezarina6César Cabezas7Manuel Loayza8Gerardo Chowell9Dante Castro Garro10Kevin Martel Vasquez11Edith Solis Castro12Isabel Sandoval Ordinola13Javier Masias Mimbela14Kely Meza Cornejo15Fabiola Caruajulca Quijano16Lenin La Torre Rosillo17Luis Ordoñez Ibarguen18Mario Vasquez Dominguez19Rommell Veintimilla Gonzalez Seminario20Martha Calderón Silva21Mayra Saavedra Dreyfus22Miguel Luna Pineda23Milagros Durand24Noemí Janampa25Jesus Chuquihuaccha26Susan Mateo Lizarbe27David Enriquez Cusi28Idania Mamani Pilco29Alex Jaramillo30Karina Vargas31Oswaldo Cabanillas32Juan Arrasco33María Vargas34Willy Ramos35Centro Nacional de Epidemiología, Prevención y Control de Enfermedades, Peruvian Ministry of Health, Lima, PeruDepartment of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA, USA; Corresponding author. Department of Population Health Sciences, Georgia State University School of Public Health, Atlanta, GA, 30303, USA.Department of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA, USACentro Nacional de Epidemiología, Prevención y Control de Enfermedades, Peruvian Ministry of Health, Lima, PeruCentro Nacional de Epidemiología, Prevención y Control de Enfermedades, Peruvian Ministry of Health, Lima, PeruCentro Nacional de Epidemiología, Prevención y Control de Enfermedades, Peruvian Ministry of Health, Lima, PeruInstituto Nacional de Salud, Peruvian Ministry of Health, Lima, PeruInstituto Nacional de Salud, Peruvian Ministry of Health, Lima, PeruCentro Nacional de Epidemiología, Prevención y Control de Enfermedades, Peruvian Ministry of Health, Lima, PeruDepartment of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA, USAInvestigación Epidemiológica, PeruInvestigación Epidemiológica, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruPREEC, PeruAlerta-Respuesta, PeruAlerta-Respuesta, PeruVigilancia en Salud Pública, PeruInteligencia Sanitaria, PeruThe COVID-19 pandemic that emerged in Wuhan China has generated substantial morbidity and mortality impact around the world during the last four months. The daily trend in reported cases has been rapidly rising in Latin America since March 2020 with the great majority of the cases reported in Brazil followed by Peru as of April 15th, 2020. Although Peru implemented a range of social distancing measures soon after the confirmation of its first case on March 6th, 2020, the daily number of new COVID-19 cases continues to accumulate in this country. We assessed the early COVID-19 transmission dynamics and the effect of social distancing interventions in Lima, Peru.We estimated the reproduction number, R, during the early transmission phase in Lima from the daily series of imported and autochthonous cases by the date of symptoms onset as of March 30th, 2020. We also assessed the effect of social distancing interventions in Lima by generating short-term forecasts grounded on the early transmission dynamics before interventions were put in place.Prior to the implementation of the social distancing measures in Lima, the local incidence curve by the date of symptoms onset displays near exponential growth dynamics with the mean scaling of growth parameter, p, estimated at 0.96 (95% CI: 0.87, 1.0) and the reproduction number at 2.3 (95% CI: 2.0, 2.5). Our analysis indicates that school closures and other social distancing interventions have helped slow down the spread of the novel coronavirus, with the nearly exponential growth trend shifting to an approximately linear growth trend soon after the broad scale social distancing interventions were put in place by the government.While the interventions appear to have slowed the transmission rate in Lima, the number of new COVID-19 cases continue to accumulate, highlighting the need to strengthen social distancing and active case finding efforts to mitigate disease transmission in the region.http://www.sciencedirect.com/science/article/pii/S2468042720300130COVID-19SARS-CoV-2Transmission potentialShort-term forecastReproduction numberGeneralized growth model |