id author title date pages extension mime words sentences flesch summary cache txt cord-301426-i9a5g86x Bray, I. Covid-19 mortality: a multivariate ecological analysis in relation to ethnicity, population density, obesity, deprivation and pollution 2020-07-07 .txt text/plain 2015 107 50 METHODS: An ecological analysis was used to estimate associations between these variables and age-standardised Covid-19 mortality rates at the local authority level. RESULTS: Ethnicity, population density and overweight/obesity were all found to have strong independent associations with Covid-19 mortality, at the local authority level. 9 We have conducted an ecological analysis to assess possible associations with a range of sociodemographic variables using routinely available data for local authorities e ethnicity, overweight and obesity, population density, deprivation and pollution. 9 Although it is widely reported that older people and men are at increased risk, these variables are not included in this analysis (because the mortality rates are age standardised and because we would not expect to see sufficient variation in the percentage of local authority populations who are men). Of the variables considered, we found that the strongest predictors of the rate of deaths involving Covid-19 at the local authority level were population density and ethnicity. ./cache/cord-301426-i9a5g86x.txt ./txt/cord-301426-i9a5g86x.txt