Social vulnerability and COVID-19 in Maringá, Brazil

被引:0
作者
Matheus Pereira Libório
Oseias da Silva Martinuci
Patrícia Bernardes
Natália Cristina Alves Caetano Chaves Krohling
Guilherme Castro
Henrique Leonardo Guerra
Eduardo Alcantara Ribeiro
Udelysses Janete Veltrini Fonzar
Ícaro da Costa Francisco
机构
[1] Pontifical Catholic University of Minas Gerais,Department of Medicine
[2] State University of Maringa,undefined
[3] Health secretariat of Maringá,undefined
[4] Unicesumar,undefined
来源
Spatial Information Research | 2023年 / 31卷
关键词
Social Vulnerability; Composite Indicators; COVID-19; Principal Component Analysis; Benefit-of-the-Doubt;
D O I
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中图分类号
学科分类号
摘要
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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页码:51 / 59
页数:8
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