Article Text
Abstract
Background We explored the extent to which socioeconomic disadvantage contributed to ethnic inequalities in severe COVID-19 outcomes (hospitalisation or death) in Scotland.
Methods We used linked 2011 Scottish Census and health records data. We applied marginal structural models to estimate ethnic inequalities in severe COVID-19, using the counterfactual disparity measure (CDM), before and after accounting for area level deprivation (Scottish Index of Multiple Deprivation (SIMD) quintiles) and household size, and proportion eliminated (PE). Ethnicity was considered in its disaggregated form and as a binary measure (White vs. Non-White).
Results Non-White individuals had a higher likelihood of having severe COVID-19 compared to White individuals (hazards ratio (HR): 1.4, 95% confidence interval (CI): 1.3, 1.5). The CDM, accounting for SIMD, was 1.2 (1.0, 1.4) representing an attenuation of 52.7% 95%CI (52.6%, 52.9%). When holding household size constant across ethnic groups, the elevated risk of severe COVID-19 was attenuated by 88.6% (88.4%,88.8%) to 1.0(0.9, 1.2).
For disaggregated ethnicity, South Asian had elevated risks of severe COVID-19 compared to White Scottish 1.7(1.5, 1.9). If disparities in SIMD and household size were eliminated, the risk in severe COVID-19 among South Asian would reduce by 16.50% and 9.81% compared to White Scottish respectively. Estimates for the African, Caribbean, or Black and Other ethnic groups were imprecise due to smaller numbers of events.
Conclusion SIMD and household size contributed to ethnic inequalities in COVID-19 outcomes, but differences were not fully explained by these mediators. Reducing socioeconomic disparities will help reduce ethnic inequalities in COVID-19 outcomes, but broader policies are likely needed.