The interaction of ethnicity and deprivation on COVID-19 mortality risk: a retrospective ecological study
Abstract Black, Asian and Minority Ethnic (BAME) populations are at an increased risk of developing COVID-19 and consequentially more severe outcomes compared to White populations. The aim of this study was to quantify how much of the disproportionate disease burden can be attributed to ethnicity an...
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doaj-182a2f5db7fd49b7b44dfc445f6569e42021-06-06T11:35:04ZengNature Publishing GroupScientific Reports2045-23222021-06-011111810.1038/s41598-021-91076-8The interaction of ethnicity and deprivation on COVID-19 mortality risk: a retrospective ecological studyKausik Chaudhuri0Anindita Chakrabarti1Jose Martin Lima2Joht Singh Chandan3Siddhartha Bandyopadhyay4Economics Division, Leeds University Business SchoolEconomics Division, Leeds University Business SchoolEconomics Division, Leeds University Business SchoolInstitute of Applied Health Research, University of BirminghamDepartment of Economics, Birmingham Business School and Centre for Crime Justice and Policing, University of BirminghamAbstract Black, Asian and Minority Ethnic (BAME) populations are at an increased risk of developing COVID-19 and consequentially more severe outcomes compared to White populations. The aim of this study was to quantify how much of the disproportionate disease burden can be attributed to ethnicity and deprivation as well as its interaction. An ecological study was conducted using data derived from the Office for National Statistics data at a Local Authority District (LAD) level in England between 1st March and 17th April 2020. The primary analysis examined how age adjusted COVID-19 mortality depends on ethnicity, deprivation, and the interaction between the two using linear regression. The secondary analysis using spatial regression methods allowed for the quantification of the extent of LAD spillover effect of COVID-19 mortality. We find that in LADs with the highest deprivation quartile, where there is a 1 percentage point increase in “Black-African (regression coefficient 2.86; 95% CI 1.08–4.64)”, “Black-Caribbean (9.66: 95% CI 5.25–14.06)” and “Bangladeshi (1.95: 95% CI 1.14–2.76)” communities, there is a significantly higher age-adjusted COVID-19 mortality compared to respective control populations. In addition, the spatial regression results indicated positive significant correlation between the age-adjusted mortality in one LAD and the age-adjusted mortality in a neighbouring LAD, suggesting a spillover effect. Our results suggest targeted public health measures to support those who are deprived and belong to BAME communities as well as to encourage restricted movement between different localities to limit disease propagation.https://doi.org/10.1038/s41598-021-91076-8 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Kausik Chaudhuri Anindita Chakrabarti Jose Martin Lima Joht Singh Chandan Siddhartha Bandyopadhyay |
spellingShingle |
Kausik Chaudhuri Anindita Chakrabarti Jose Martin Lima Joht Singh Chandan Siddhartha Bandyopadhyay The interaction of ethnicity and deprivation on COVID-19 mortality risk: a retrospective ecological study Scientific Reports |
author_facet |
Kausik Chaudhuri Anindita Chakrabarti Jose Martin Lima Joht Singh Chandan Siddhartha Bandyopadhyay |
author_sort |
Kausik Chaudhuri |
title |
The interaction of ethnicity and deprivation on COVID-19 mortality risk: a retrospective ecological study |
title_short |
The interaction of ethnicity and deprivation on COVID-19 mortality risk: a retrospective ecological study |
title_full |
The interaction of ethnicity and deprivation on COVID-19 mortality risk: a retrospective ecological study |
title_fullStr |
The interaction of ethnicity and deprivation on COVID-19 mortality risk: a retrospective ecological study |
title_full_unstemmed |
The interaction of ethnicity and deprivation on COVID-19 mortality risk: a retrospective ecological study |
title_sort |
interaction of ethnicity and deprivation on covid-19 mortality risk: a retrospective ecological study |
publisher |
Nature Publishing Group |
series |
Scientific Reports |
issn |
2045-2322 |
publishDate |
2021-06-01 |
description |
Abstract Black, Asian and Minority Ethnic (BAME) populations are at an increased risk of developing COVID-19 and consequentially more severe outcomes compared to White populations. The aim of this study was to quantify how much of the disproportionate disease burden can be attributed to ethnicity and deprivation as well as its interaction. An ecological study was conducted using data derived from the Office for National Statistics data at a Local Authority District (LAD) level in England between 1st March and 17th April 2020. The primary analysis examined how age adjusted COVID-19 mortality depends on ethnicity, deprivation, and the interaction between the two using linear regression. The secondary analysis using spatial regression methods allowed for the quantification of the extent of LAD spillover effect of COVID-19 mortality. We find that in LADs with the highest deprivation quartile, where there is a 1 percentage point increase in “Black-African (regression coefficient 2.86; 95% CI 1.08–4.64)”, “Black-Caribbean (9.66: 95% CI 5.25–14.06)” and “Bangladeshi (1.95: 95% CI 1.14–2.76)” communities, there is a significantly higher age-adjusted COVID-19 mortality compared to respective control populations. In addition, the spatial regression results indicated positive significant correlation between the age-adjusted mortality in one LAD and the age-adjusted mortality in a neighbouring LAD, suggesting a spillover effect. Our results suggest targeted public health measures to support those who are deprived and belong to BAME communities as well as to encourage restricted movement between different localities to limit disease propagation. |
url |
https://doi.org/10.1038/s41598-021-91076-8 |
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