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Title:Complexity of the COVID‑19 pandemic in Maringá
Authors:ID Sunahara, Andre S. (Author)
ID Pessa, Arthur A. B. (Author)
ID Perc, Matjaž (Author)
ID Ribeiro, Haroldo V. (Author)
Files:.pdf Sunahara-2023-Complexity_of_the_COVID-19_pande.pdf (1,79 MB)
MD5: 18F2ACAFCC17A001EAFEF1BC542F2E12
 
URL https://doi.org/10.1038/s41598-023-39815-x
 
Language:English
Work type:Scientific work
Typology:1.01 - Original Scientific Article
Organization:FNM - Faculty of Natural Sciences and Mathematics
Abstract:While extensive literature exists on the COVID-19 pandemic at regional and national levels, understanding its dynamics and consequences at the city level remains limited. This study investigates the pandemic in Maringá, a medium-sized city in Brazil’s South Region, using data obtained by actively monitoring the disease from March 2020 to June 2022. Despite prompt and robust interventions, COVID-19 cases increased exponentially during the early spread of COVID-19, with a reproduction number lower than that observed during the initial outbreak in Wuhan. Our research demonstrates the remarkable impact of non-pharmaceutical interventions on both mobility and pandemic indicators, particularly during the onset and the most severe phases of the emergency. However, our results suggest that the city’s measures were primarily reactive rather than proactive. Maringá faced six waves of cases, with the third and fourth waves being the deadliest, responsible for over two-thirds of all deaths and overwhelming the local healthcare system. Excess mortality during this period exceeded deaths attributed to COVID-19, indicating that the burdened healthcare system may have contributed to increased mortality from other causes. By the end of the fourth wave, nearly three-quarters of the city’s population had received two vaccine doses, signifcantly decreasing deaths despite the surge caused by the Omicron variant. Finally, we compare these fndings with the national context and other similarly sized cities, highlighting substantial heterogeneities in the spread and impact of the disease.
Keywords:complex system, correlation, epidemics, COVID-19
Geographic coverage:Brazilija;
Publication status:Published
Publication version:Version of Record
Submitted for review:24.05.2023
Article acceptance date:28.07.2023
Publication date:04.08.2023
Publisher:Nature Publishing Group
Year of publishing:2023
Number of pages:Str. 1-15
Numbering:Letn. 13, Št. članka 12695
PID:20.500.12556/DKUM-88198 New window
UDC:53
ISSN on article:2045-2322
COBISS.SI-ID:162172419 New window
DOI:10.1038/s41598-023-39815-x New window
Publication date in DKUM:17.07.2024
Views:295
Downloads:597
Metadata:XML DC-XML DC-RDF
Categories:Misc.
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Record is a part of a journal

Title:Scientific reports
Shortened title:Sci. rep.
Publisher:Nature Publishing Group
ISSN:2045-2322
COBISS.SI-ID:18727432 New window

Document is financed by a project

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:J1-2457-2020
Name:Fazni prehodi proti koordinaciji v večplastnih omrežjih

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P1-0403-2019
Name:Računsko intenzivni kompleksni sistemi

Funder:Other - Other funder or multiple funders
Project number:303533/2021-8
Name:Conselho Nacional de Desenvolvimento Científico e Tecnológico
Acronym:CNPq

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.
Licensing start date:04.08.2023

Secondary language

Language:Slovenian
Keywords:kompleksni sistem, korelacije, epidemije


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