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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Nature Singapore
2022
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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. |
format | Online Article Text |
id | pubmed-9442576 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Nature Singapore |
record_format | MEDLINE/PubMed |
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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