Multidimensional analysis of the evolution of the COVID-19 pandemic in countries of the Americas
Objective. To evaluate the evolution of the COVID-19 pandemic in countries of the Americas, comparing health system data from before the appearance of the virus in the Region, accumulated cases and deaths before the deployment of public immunization strategies, and the current state of vaccination....
- Autores:
-
Medina Hernández, Edith Johana
Muñiz Olite, Jorge Luis
Llerena, Evelyn Barco
- Tipo de recurso:
- Fecha de publicación:
- 2022
- Institución:
- Universidad Tecnológica de Bolívar
- Repositorio:
- Repositorio Institucional UTB
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.utb.edu.co:20.500.12585/12394
- Acceso en línea:
- https://hdl.handle.net/20.500.12585/12394
- Palabra clave:
- Dengue;
Colombia;
COVID-19
LEMB
- Rights
- openAccess
- License
- http://creativecommons.org/licenses/by-nc-nd/4.0/
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dc.title.spa.fl_str_mv |
Multidimensional analysis of the evolution of the COVID-19 pandemic in countries of the Americas |
dc.title.alternative.spa.fl_str_mv |
Análise multidimensional da evolução da pandemia da COVID-19 em países das Américas Análisis multidimensional de la evolución de la pandemia de la COVID-19 en países de las Américas |
title |
Multidimensional analysis of the evolution of the COVID-19 pandemic in countries of the Americas |
spellingShingle |
Multidimensional analysis of the evolution of the COVID-19 pandemic in countries of the Americas Dengue; Colombia; COVID-19 LEMB |
title_short |
Multidimensional analysis of the evolution of the COVID-19 pandemic in countries of the Americas |
title_full |
Multidimensional analysis of the evolution of the COVID-19 pandemic in countries of the Americas |
title_fullStr |
Multidimensional analysis of the evolution of the COVID-19 pandemic in countries of the Americas |
title_full_unstemmed |
Multidimensional analysis of the evolution of the COVID-19 pandemic in countries of the Americas |
title_sort |
Multidimensional analysis of the evolution of the COVID-19 pandemic in countries of the Americas |
dc.creator.fl_str_mv |
Medina Hernández, Edith Johana Muñiz Olite, Jorge Luis Llerena, Evelyn Barco |
dc.contributor.author.none.fl_str_mv |
Medina Hernández, Edith Johana Muñiz Olite, Jorge Luis Llerena, Evelyn Barco |
dc.subject.keywords.spa.fl_str_mv |
Dengue; Colombia; COVID-19 |
topic |
Dengue; Colombia; COVID-19 LEMB |
dc.subject.armarc.none.fl_str_mv |
LEMB |
description |
Objective. To evaluate the evolution of the COVID-19 pandemic in countries of the Americas, comparing health system data from before the appearance of the virus in the Region, accumulated cases and deaths before the deployment of public immunization strategies, and the current state of vaccination. Methods. An HJ-Biplot multivariate analysis and cluster analysis were performed for 28 countries in the Region of the Americas at three points in time: December 2019, December 2020, and December 2021. Results. In the Americas, heterogeneity was observed in the actions implemented to contain the pandemic, and this was reflected in different groups of countries. Conclusions. Not all countries in the Region of the Americas had the health conditions necessary to contain COVID-19. At the end of 2019, the United States, Canada, Brazil, and Cuba had advantages over other countries in the Region; however, actions implemented during 2020 to contain the pandemic created different groups of countries in terms of the prevalence of infections and deaths. At the end of 2020, Bolivia, Ecuador, and Mexico had critical levels of mortality. At the end of 2021, after the implementation of vaccination plans, more than 60% of the population of Argentina, Brazil, Canada, Chile, Colombia, Costa Rica, Cuba, Panama, the United States, and Uruguay had completed the vaccination schedule. © 2022 Pan American Health Organization. All rights reserved. |
publishDate |
2022 |
dc.date.issued.none.fl_str_mv |
2022 |
dc.date.accessioned.none.fl_str_mv |
2023-07-21T20:50:37Z |
dc.date.available.none.fl_str_mv |
2023-07-21T20:50:37Z |
dc.date.submitted.none.fl_str_mv |
2023 |
dc.type.coarversion.fl_str_mv |
http://purl.org/coar/version/c_b1a7d7d4d402bcce |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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info:eu-repo/semantics/article |
dc.type.hasversion.spa.fl_str_mv |
info:eu-repo/semantics/draft |
dc.type.spa.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_6501 |
status_str |
draft |
dc.identifier.citation.spa.fl_str_mv |
Medina Hernández, E. J., Muñiz Olite, J. L., & Barco Llerena, E. (2022). Multidimensional analysis of the evolution of the COVID-19 pandemic in countries of the AmericasAnálise multidimensional da evolução da pandemia da COVID-19 em países das Américas. Rev Panam Salud Publica, e49-e49. |
dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/20.500.12585/12394 |
dc.identifier.instname.spa.fl_str_mv |
Universidad Tecnológica de Bolívar |
dc.identifier.reponame.spa.fl_str_mv |
Repositorio Universidad Tecnológica de Bolívar |
identifier_str_mv |
Medina Hernández, E. J., Muñiz Olite, J. L., & Barco Llerena, E. (2022). Multidimensional analysis of the evolution of the COVID-19 pandemic in countries of the AmericasAnálise multidimensional da evolução da pandemia da COVID-19 em países das Américas. Rev Panam Salud Publica, e49-e49. Universidad Tecnológica de Bolívar Repositorio Universidad Tecnológica de Bolívar |
url |
https://hdl.handle.net/20.500.12585/12394 |
dc.language.iso.spa.fl_str_mv |
spa |
language |
spa |
dc.rights.coar.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
dc.rights.uri.*.fl_str_mv |
http://creativecommons.org/licenses/by-nc-nd/4.0/ |
dc.rights.accessrights.spa.fl_str_mv |
info:eu-repo/semantics/openAccess |
dc.rights.cc.*.fl_str_mv |
Attribution-NonCommercial-NoDerivatives 4.0 Internacional |
rights_invalid_str_mv |
http://creativecommons.org/licenses/by-nc-nd/4.0/ Attribution-NonCommercial-NoDerivatives 4.0 Internacional http://purl.org/coar/access_right/c_abf2 |
eu_rights_str_mv |
openAccess |
dc.format.extent.none.fl_str_mv |
6 páginas |
dc.format.mimetype.spa.fl_str_mv |
application/pdf |
dc.publisher.place.spa.fl_str_mv |
Cartagena de Indias |
dc.source.spa.fl_str_mv |
Revista Panamericana de Salud Publica/Pan American Journal of Public Health |
institution |
Universidad Tecnológica de Bolívar |
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Medina Hernández, Edith Johanadd81beac-4fae-44be-8df9-4bc4d2b541c9Muñiz Olite, Jorge Luis3e506743-cbba-4d3d-873b-c993f1fb2f04Llerena, Evelyn Barco57ca9d4d-8c34-4eb2-9b1f-37fe3b6d74c62023-07-21T20:50:37Z2023-07-21T20:50:37Z20222023Medina Hernández, E. J., Muñiz Olite, J. L., & Barco Llerena, E. (2022). Multidimensional analysis of the evolution of the COVID-19 pandemic in countries of the AmericasAnálise multidimensional da evolução da pandemia da COVID-19 em países das Américas. Rev Panam Salud Publica, e49-e49.https://hdl.handle.net/20.500.12585/12394Universidad Tecnológica de BolívarRepositorio Universidad Tecnológica de BolívarObjective. To evaluate the evolution of the COVID-19 pandemic in countries of the Americas, comparing health system data from before the appearance of the virus in the Region, accumulated cases and deaths before the deployment of public immunization strategies, and the current state of vaccination. Methods. An HJ-Biplot multivariate analysis and cluster analysis were performed for 28 countries in the Region of the Americas at three points in time: December 2019, December 2020, and December 2021. Results. In the Americas, heterogeneity was observed in the actions implemented to contain the pandemic, and this was reflected in different groups of countries. Conclusions. Not all countries in the Region of the Americas had the health conditions necessary to contain COVID-19. At the end of 2019, the United States, Canada, Brazil, and Cuba had advantages over other countries in the Region; however, actions implemented during 2020 to contain the pandemic created different groups of countries in terms of the prevalence of infections and deaths. At the end of 2020, Bolivia, Ecuador, and Mexico had critical levels of mortality. At the end of 2021, after the implementation of vaccination plans, more than 60% of the population of Argentina, Brazil, Canada, Chile, Colombia, Costa Rica, Cuba, Panama, the United States, and Uruguay had completed the vaccination schedule. © 2022 Pan American Health Organization. All rights reserved.6 páginasapplication/pdfspahttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessAttribution-NonCommercial-NoDerivatives 4.0 Internacionalhttp://purl.org/coar/access_right/c_abf2Revista Panamericana de Salud Publica/Pan American Journal of Public HealthMultidimensional analysis of the evolution of the COVID-19 pandemic in countries of the AmericasAnálise multidimensional da evolução da pandemia da COVID-19 em países das AméricasAnálisis multidimensional de la evolución de la pandemia de la COVID-19 en países de las Américasinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/drafthttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/version/c_b1a7d7d4d402bccehttp://purl.org/coar/resource_type/c_2df8fbb1Dengue;Colombia;COVID-19LEMBCartagena de IndiasSilva-Jaimes, M.I. SARS-CoV-2 and other emerging viruses and their relationship to safety in the food chain (2020) Scientia Agropecuaria, 11 (2), pp. 267-277. Cited 5 times. http://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/2929 doi: 10.17268/SCI.AGROPECU.2020.02.15Idrovo, AJ. Endemias Epidemias y Conglomerados (2000) Rev la Fac Med, 48 (2). Cited 3 times. Disponible en: Acceso el 17 de junio de 2021 https://revistas.unal.edu.co/index.php/revfacmed/article/download/19623/20690/0Garcia, P.J., Alarcón, A., Bayer, A., Buss, P., Guerra, G., Ribeiro, H., Rojas, K., (...), Atun, R. COVID-19 Response in Latin America (2020) American Journal of Tropical Medicine and Hygiene, 103 (5), pp. 1765-1772. Cited 90 times. http://www.ajtmh.org/content/journals/10.4269/ajtmh.20-0765 doi: 10.4269/ajtmh.20-0765Herrera-Añazco, P., Urrunaga-Pastor, D., Benites-Zapata, V.A., Bendezu-Quispe, G., Toro-Huamanchumo, C.J., Hernandez, A.V. COVID-19 symptomatology and compliance with community mitigation strategies in Latin America early during the COVID-19 pandemic (2022) Preventive Medicine Reports, 25, art. no. 101665. Cited 5 times. https://www.journals.elsevier.com/preventive-medicine-reports doi: 10.1016/j.pmedr.2021.101665(2020) Definición de casos de COVID-19 utilizada por la OMS. Cited 2 times. Disponible en: Acceso el 27 de septiembre de 2021 https://apps.who.int/iris/bitstream/handle/10665/336482/WHO-2019-nCoV-Surveillance_Case_Definition-2020.1-spa.pdfGabriel, K.R. The biplot graphic display of matrices with application to principal component analysis (1971) Biometrika, 58 (3), pp. 453-467. Cited 1993 times. doi: 10.1093/biomet/58.3.453Nieto, A.B., Galindo, M.P., Leiva, V., Vicente-Galindo, P. A methodology for biplots based on bootstrapping with r (Open Access) (2014) Revista Colombiana de Estadistica, 37 (2), pp. 367-397. Cited 16 times. http://www.revistas.unal.edu.co/index.php/estad/article/download/47944/49415 doi: 10.15446/rce.v37n2spe.47944Kim, S.-K., Annunziato, R.A. Estimating correlations among cardiovascular patients' psychiatric and physical symptom indicators: The biplot in correspondence analysis approach (Open Access) (2018) International Journal of Methods in Psychiatric Research, 27 (3), art. no. e1611. Cited 6 times. http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1557-0657 doi: 10.1002/mpr.1611Escobar, K.M., Vicente-Villardon, J.L., de la Hoz-M, J., Useche-Castro, L.M., Alarcón Cano, D.F., Siteneski, A. Frequency of neuroendocrine tumor studies: Using latent dirichlet allocation and hj-biplot statistical methods (Open Access) (2021) Mathematics, 9 (18), art. no. 2281. Cited 5 times. https://www.mdpi.com/2227-7390/9/18/2281/pdf doi: 10.3390/math9182281Caicedo-Ochoa, Y., Rebellón-Sánchez, D.E., Peñaloza-Rallón, M., Cortés-Motta, H.F., Méndez-Fandiño, Y.R. Effective Reproductive Number estimation for initial stage of COVID-19 pandemic in Latin American Countries (Open Access) (2020) International Journal of Infectious Diseases, 95, pp. 316-318. Cited 44 times. https://www.journals.elsevier.com/international-journal-of-infectious-diseases doi: 10.1016/j.ijid.2020.04.069Hennis, A.J.M., Coates, A., del Pino, S., Ghidinelli, M., de Leon, R.G.P., Bolastig, E., Castellanos, L., (...), Luciani, S. COVID-19 and inequities in the Americas: Lessons learned and implications for essential health services (Open Access) (2021) Revista Panamericana de Salud Publica/Pan American Journal of Public Health, 45, art. no. e130. Cited 6 times. https://iris.paho.org/handle/10665.2/55418 doi: 10.26633/RPSP.2021.130Cavaillon, J.-M., Osuchowski, M.F. COVID-19 and earlier pandemics, sepsis, and vaccines: A historical perspective (Open Access) (2021) Journal of Intensive Medicine, 1 (1), pp. 4-13. Cited 6 times. https://www.journals.elsevier.com/journal-of-intensive-medicine doi: 10.1016/j.jointm.2021.04.003Prieto-Silva, R., Sarmiento-Hernández, C.A., Prieto-Silva, F. Morbidity and mortality due to COVID-19 in Latin America: Study of three countries-February to July 2020 (Open Access) (2020) Revista de Salud Publica, 22 (2), pp. 1-7. 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