Analys of Factors Associated with Exponencial Growth of Daily COVID-19 Cases During Colombia First Epidemiological Wave

The exponential growth of daily infections by Covid-19 has been one of the characteristics that most affects the dynamics of the Covid-19 pandemic. In this sense, the most significant economic and health impacts have occurred during periods of exponential growth. This work focuses on estimating thes...

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Tipo de recurso:
Fecha de publicación:
2021
Institución:
Universidad Pedagógica y Tecnológica de Colombia
Repositorio:
RiUPTC: Repositorio Institucional UPTC
Idioma:
spa
OAI Identifier:
oai:repositorio.uptc.edu.co:001/15313
Acceso en línea:
https://revistas.uptc.edu.co/index.php/ciencia_en_desarrollo/article/view/12602
https://repositorio.uptc.edu.co/handle/001/15313
Palabra clave:
crecimiento exponencial; coeficiente de determinación; coeficiente de correlación; tasa de crecimiento; modelo de Malthus; periodo
exponential growth; coefficient of determination; correlation coefficient; growth rate; Malthus model; period.
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http://purl.org/coar/access_right/c_abf2
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oai_identifier_str oai:repositorio.uptc.edu.co:001/15313
network_acronym_str REPOUPTC2
network_name_str RiUPTC: Repositorio Institucional UPTC
repository_id_str
spelling 2021-09-072024-07-08T14:24:03Z2024-07-08T14:24:03Zhttps://revistas.uptc.edu.co/index.php/ciencia_en_desarrollo/article/view/1260210.19053/01217488.v12.n2.2021.12602https://repositorio.uptc.edu.co/handle/001/15313The exponential growth of daily infections by Covid-19 has been one of the characteristics that most affects the dynamics of the Covid-19 pandemic. In this sense, the most significant economic and health impacts have occurred during periods of exponential growth. This work focuses on estimating these periods during the first epidemiological wave, and analyze their associated factors, using deterministic and statistical methods. The existence of 10 periods of exponential growth, of which the smallest period has a range of 4 days, while the biggest has a range of 37 days. The highest and lowest infection rates were k1 = 0,5535 and k10 = 0,0521, respectively, with ranges of 4 days. Failure to comply with prevention and containment mea- sures on key dates such as Holy Week, Mother’s Day, the day without value added tax (IVA for its acronym in spanish) and holidays have been the factors that most influence exponential growth; in addition, the reopening of economic sectors and the increase in testing in June con- tributed to the detection of cases, and therefore two periods of exponential growth.Una de las características que más ha afectado la dinámica de la pandemia de Covid-19 es el crecimiento exponencial de contagios diarios por esta enfermedad. Es así, que los impactos económicos y sanitarios más trascendentes se han presentado durante periodos de crecimien- to exponencial. Este trabajo se enfoca en estimar dichos periodos durante la primera ola epide- miológica, y analizar los factores asociados, mediante métodos determinísticos y estadísticos, con la ayuda de las herramientas Excel y Statgraphics. Los resultados indican la existencia de 10 periodos de crecimiento exponencial, de los cuales el periodo más corto cuenta con un rango de 4 días, mientras que el más largo tiene un rango de 37 días. Las tasas de contagio mas alta y mas baja fueron k1 = 0, 5535 y k10 = 0, 0521, respectivamente, durante rangos de 4 días. Entre los factores que más influenciaron este crecimiento exponencial se encuentran, el no acata- miento de las medidas de prevención y contención en fechas claves tales como, semana santa, día de la madre, el día sin IVA y lunes festivos. Además, la reapertura de sectores económicos y el aumento de pruebas en el mes de junio, contribuyeron al aumento y detección de casos.application/pdfspaspaUniversidad Pedagógica y Tecnológica de Colombiahttps://revistas.uptc.edu.co/index.php/ciencia_en_desarrollo/article/view/12602/11166Ciencia En Desarrollo; Vol. 12 No. 2 (2021): Vol 12, Núm.2 (2021): Julio-DiciembreCiencia en Desarrollo; Vol. 12 Núm. 2 (2021): Vol 12, Núm.2 (2021): Julio-Diciembre2462-76580121-7488crecimiento exponencial; coeficiente de determinación; coeficiente de correlación; tasa de crecimiento; modelo de Malthus; periodoexponential growth; coefficient of determination; correlation coefficient; growth rate; Malthus model; period.Analys of Factors Associated with Exponencial Growth of Daily COVID-19 Cases During Colombia First Epidemiological WaveAnálisis de los Factores Asociados al Crecimiento Exponencial de los Casos Diarios de COVID-19 durante la primera Ola Epidemiológica en Colombiainfo:eu-repo/semantics/articlehttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/access_right/c_abf2Bustos, Anthony S.Ibarguen Mondragon, EduardoCerón Gómez, Miller001/15313oai:repositorio.uptc.edu.co:001/153132025-07-18 10:56:15.321metadata.onlyhttps://repositorio.uptc.edu.coRepositorio Institucional UPTCrepositorio.uptc@uptc.edu.co
dc.title.en-US.fl_str_mv Analys of Factors Associated with Exponencial Growth of Daily COVID-19 Cases During Colombia First Epidemiological Wave
dc.title.es-ES.fl_str_mv Análisis de los Factores Asociados al Crecimiento Exponencial de los Casos Diarios de COVID-19 durante la primera Ola Epidemiológica en Colombia
title Analys of Factors Associated with Exponencial Growth of Daily COVID-19 Cases During Colombia First Epidemiological Wave
spellingShingle Analys of Factors Associated with Exponencial Growth of Daily COVID-19 Cases During Colombia First Epidemiological Wave
crecimiento exponencial; coeficiente de determinación; coeficiente de correlación; tasa de crecimiento; modelo de Malthus; periodo
exponential growth; coefficient of determination; correlation coefficient; growth rate; Malthus model; period.
title_short Analys of Factors Associated with Exponencial Growth of Daily COVID-19 Cases During Colombia First Epidemiological Wave
title_full Analys of Factors Associated with Exponencial Growth of Daily COVID-19 Cases During Colombia First Epidemiological Wave
title_fullStr Analys of Factors Associated with Exponencial Growth of Daily COVID-19 Cases During Colombia First Epidemiological Wave
title_full_unstemmed Analys of Factors Associated with Exponencial Growth of Daily COVID-19 Cases During Colombia First Epidemiological Wave
title_sort Analys of Factors Associated with Exponencial Growth of Daily COVID-19 Cases During Colombia First Epidemiological Wave
dc.subject.es-ES.fl_str_mv crecimiento exponencial; coeficiente de determinación; coeficiente de correlación; tasa de crecimiento; modelo de Malthus; periodo
topic crecimiento exponencial; coeficiente de determinación; coeficiente de correlación; tasa de crecimiento; modelo de Malthus; periodo
exponential growth; coefficient of determination; correlation coefficient; growth rate; Malthus model; period.
dc.subject.en-US.fl_str_mv exponential growth; coefficient of determination; correlation coefficient; growth rate; Malthus model; period.
description The exponential growth of daily infections by Covid-19 has been one of the characteristics that most affects the dynamics of the Covid-19 pandemic. In this sense, the most significant economic and health impacts have occurred during periods of exponential growth. This work focuses on estimating these periods during the first epidemiological wave, and analyze their associated factors, using deterministic and statistical methods. The existence of 10 periods of exponential growth, of which the smallest period has a range of 4 days, while the biggest has a range of 37 days. The highest and lowest infection rates were k1 = 0,5535 and k10 = 0,0521, respectively, with ranges of 4 days. Failure to comply with prevention and containment mea- sures on key dates such as Holy Week, Mother’s Day, the day without value added tax (IVA for its acronym in spanish) and holidays have been the factors that most influence exponential growth; in addition, the reopening of economic sectors and the increase in testing in June con- tributed to the detection of cases, and therefore two periods of exponential growth.
publishDate 2021
dc.date.accessioned.none.fl_str_mv 2024-07-08T14:24:03Z
dc.date.available.none.fl_str_mv 2024-07-08T14:24:03Z
dc.date.none.fl_str_mv 2021-09-07
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.identifier.none.fl_str_mv https://revistas.uptc.edu.co/index.php/ciencia_en_desarrollo/article/view/12602
10.19053/01217488.v12.n2.2021.12602
dc.identifier.uri.none.fl_str_mv https://repositorio.uptc.edu.co/handle/001/15313
url https://revistas.uptc.edu.co/index.php/ciencia_en_desarrollo/article/view/12602
https://repositorio.uptc.edu.co/handle/001/15313
identifier_str_mv 10.19053/01217488.v12.n2.2021.12602
dc.language.none.fl_str_mv spa
dc.language.iso.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.uptc.edu.co/index.php/ciencia_en_desarrollo/article/view/12602/11166
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
rights_invalid_str_mv http://purl.org/coar/access_right/c_abf2
dc.format.none.fl_str_mv application/pdf
dc.publisher.es-ES.fl_str_mv Universidad Pedagógica y Tecnológica de Colombia
dc.source.en-US.fl_str_mv Ciencia En Desarrollo; Vol. 12 No. 2 (2021): Vol 12, Núm.2 (2021): Julio-Diciembre
dc.source.es-ES.fl_str_mv Ciencia en Desarrollo; Vol. 12 Núm. 2 (2021): Vol 12, Núm.2 (2021): Julio-Diciembre
dc.source.none.fl_str_mv 2462-7658
0121-7488
institution Universidad Pedagógica y Tecnológica de Colombia
repository.name.fl_str_mv Repositorio Institucional UPTC
repository.mail.fl_str_mv repositorio.uptc@uptc.edu.co
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