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Social vulnerability and COVID-19 in Maringá, Brazil

This research explores the relationship between COVID-19 and social vulnerability on an intra-urban scale. For this, two composite indicators of social vulnerability have been constructed. The composite indicator constructed by the Benefit-of-the-Doubt considers spatial heterogeneity. It weakly capt...

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Autores principales: Libório, Matheus Pereira, Martinuci, Oseias da Silva, Bernardes, Patrícia, Krohling, Natália Cristina Alves Caetano Chaves, Castro, Guilherme, Guerra, Henrique Leonardo, Ribeiro, Eduardo Alcantara, Fonzar, Udelysses Janete Veltrini, Francisco, Ícaro da Costa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9442576/
http://dx.doi.org/10.1007/s41324-022-00479-w
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author Libório, Matheus Pereira
Martinuci, Oseias da Silva
Bernardes, Patrícia
Krohling, Natália Cristina Alves Caetano Chaves
Castro, Guilherme
Guerra, Henrique Leonardo
Ribeiro, Eduardo Alcantara
Fonzar, Udelysses Janete Veltrini
Francisco, Ícaro da Costa
author_facet Libório, Matheus Pereira
Martinuci, Oseias da Silva
Bernardes, Patrícia
Krohling, Natália Cristina Alves Caetano Chaves
Castro, Guilherme
Guerra, Henrique Leonardo
Ribeiro, Eduardo Alcantara
Fonzar, Udelysses Janete Veltrini
Francisco, Ícaro da Costa
author_sort Libório, Matheus Pereira
collection PubMed
description This research explores the relationship between COVID-19 and social vulnerability on an intra-urban scale. For this, two composite indicators of social vulnerability have been constructed. The composite indicator constructed by the Benefit-of-the-Doubt considers spatial heterogeneity. It weakly captures the conceptually most significant individual indicator of social vulnerability (R=-0.39), as it overestimates the above-average performance sub-indicators. The composite indicator constructed by the Principal Component Analysis considers that the sub-indicators have the same weights in different census tracts, resulting in a highly consistent composite indicator as a multidimensional phenomenon concept (R=-0.93). These findings allow reaching four conclusions. First, the direction and strength of correlations associated with COVID-19 are sensitive to the method employed to construct the composite indicator and not just the geographic scale and space. Second, Medium and High social vulnerability census tracts concentrate 97% of the population but only 93% of COVID-19 cases and deaths. Third, people living in census tracts of None and Low social vulnerability are 3.87 and 2.13 times more likely to be infected or die from COVID-19. Fourth, policies to combat COVID-19 in the study area should prioritize older populations regardless of their social conditions.
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spelling pubmed-94425762022-09-06 Social vulnerability and COVID-19 in Maringá, Brazil Libório, Matheus Pereira Martinuci, Oseias da Silva Bernardes, Patrícia Krohling, Natália Cristina Alves Caetano Chaves Castro, Guilherme Guerra, Henrique Leonardo Ribeiro, Eduardo Alcantara Fonzar, Udelysses Janete Veltrini Francisco, Ícaro da Costa Spat. Inf. Res. Article This research explores the relationship between COVID-19 and social vulnerability on an intra-urban scale. For this, two composite indicators of social vulnerability have been constructed. The composite indicator constructed by the Benefit-of-the-Doubt considers spatial heterogeneity. It weakly captures the conceptually most significant individual indicator of social vulnerability (R=-0.39), as it overestimates the above-average performance sub-indicators. The composite indicator constructed by the Principal Component Analysis considers that the sub-indicators have the same weights in different census tracts, resulting in a highly consistent composite indicator as a multidimensional phenomenon concept (R=-0.93). These findings allow reaching four conclusions. First, the direction and strength of correlations associated with COVID-19 are sensitive to the method employed to construct the composite indicator and not just the geographic scale and space. Second, Medium and High social vulnerability census tracts concentrate 97% of the population but only 93% of COVID-19 cases and deaths. Third, people living in census tracts of None and Low social vulnerability are 3.87 and 2.13 times more likely to be infected or die from COVID-19. Fourth, policies to combat COVID-19 in the study area should prioritize older populations regardless of their social conditions. Springer Nature Singapore 2022-09-05 2023 /pmc/articles/PMC9442576/ http://dx.doi.org/10.1007/s41324-022-00479-w Text en © The Author(s), under exclusive licence to Korean Spatial Information Society 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Libório, Matheus Pereira
Martinuci, Oseias da Silva
Bernardes, Patrícia
Krohling, Natália Cristina Alves Caetano Chaves
Castro, Guilherme
Guerra, Henrique Leonardo
Ribeiro, Eduardo Alcantara
Fonzar, Udelysses Janete Veltrini
Francisco, Ícaro da Costa
Social vulnerability and COVID-19 in Maringá, Brazil
title Social vulnerability and COVID-19 in Maringá, Brazil
title_full Social vulnerability and COVID-19 in Maringá, Brazil
title_fullStr Social vulnerability and COVID-19 in Maringá, Brazil
title_full_unstemmed Social vulnerability and COVID-19 in Maringá, Brazil
title_short Social vulnerability and COVID-19 in Maringá, Brazil
title_sort social vulnerability and covid-19 in maringá, brazil
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9442576/
http://dx.doi.org/10.1007/s41324-022-00479-w
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