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Spatiotemporal ecological study of COVID-19 mortality in the city of São Paulo, Brazil: Shifting of the high mortality risk from areas with the best to those with the worst socio-economic conditions
- Source :
- Travel Medicine and Infectious Disease
- Publication Year :
- 2021
- Publisher :
- Elsevier BV, 2021.
-
Abstract
- Background Currently, Brazil is experiencing one of the fastest increasing coronavirus disease (COVID-19) mortality rates worldwide, with a minimum of 158,000 confirmed deaths presently. The city of São Paulo is particularly vulnerable because it is the most populated city in Brazil. Thus, this study aimed to analyse COVID-19 mortality in a spatiotemporal context in São Paulo, with respect to socio-economic levels. Method We modelled the deaths using spatiotemporal architectures and Poisson probability distributions using a latent Gaussian Bayesian model approach. Results Both total deaths and confirmed deaths showed similar spatial patterns. Mortality was higher in men and increased with age. The most critical period regarding mortality occurred between the 20th and 23rd epidemiological weeks, followed by an apparent stabilisation of the epidemiological trend. The risk of death was greater in areas with the worst social conditions during the study period. However, this pattern was not uniform over time, since we identified a shift of high risk from the areas with the best socio-economic conditions to those with the worst conditions. Conclusions Our study corroborated the relationship between COVID-19 mortality and socio-economic conditions, revealing the importance of geographic screening in the integration of better actions to face the pandemic.<br />Highlights • The risk of death is greater in areas with the worst socio-economic conditions. • At first, mortality was higher in areas with the best socio-economic conditions. • Mortality increases as age increases and is higher in male individuals. • The most critical period with regards to COVID-19 mortality was May 2020. • After this period, there was an apparent stabilisation of the mortality rate.
- Subjects :
- Male
medicine.medical_specialty
030231 tropical medicine
Context (language use)
Disease
Spatio-temporal analysis
Poisson distribution
03 medical and health sciences
symbols.namesake
0302 clinical medicine
Risk Factors
Epidemiology
Pandemic
medicine
Humans
030212 general & internal medicine
Cities
Mortality
Pandemics
SARS-CoV-2
Mortality rate
Public Health, Environmental and Occupational Health
COVID-19
Ecological study
Integrated nested laplace approximation
Health equity
Health inequity
Infectious Diseases
Geography
Socioeconomic Factors
symbols
Female
Original Article
Brazil
Demography
Subjects
Details
- ISSN :
- 14778939
- Volume :
- 39
- Database :
- OpenAIRE
- Journal :
- Travel Medicine and Infectious Disease
- Accession number :
- edsair.doi.dedup.....d3c0aca73614c5d47de57bee939e2572
- Full Text :
- https://doi.org/10.1016/j.tmaid.2020.101945