Assessing Differential Impacts of COVID-19 on Black Communities
Preprint
Abstract
Purpose: Given incomplete data reporting by race, we used data on COVID-19 cases and deaths in US counties to describe racial disparities in COVID-19 disease and death and associated determinants. Methods: Using publicly available data (accessed April 13, 2020), predictors of COVID-19 cases and deaths were compared between disproportionately (≥13%) black and all other (<13% black) counties. Rate ratios were calculated and population attributable fractions (PAF) were estimated using COVID-19 cases and deaths via zero-inflated negative binomial regression model. National maps with county-level data and an interactive scatterplot of COVID-19 cases were generated. Results: Nearly ninety-seven percent of disproportionately black counties (656/677) reported a case and 49% (330/677) reported a death versus 81% (1987/2,465) and 28% (684/ 2465), respectively, for all other counties. Counties with higher proportions of black people have higher prevalence of comorbidities and greater air pollution. Counties with higher proportions of black residents had more COVID-19 diagnoses (RR 1.24, 95% CI 1.17-1.33) and deaths (RR 1.18, 95% CI 1.00-1.40), after adjusting for county-level characteristics such as age, poverty, comorbidities, and epidemic duration. COVID-19 deaths were higher in disproportionally black rural and small metro counties. The PAF of COVID-19 diagnosis due to lack of health insurance was 3.3% for counties with <13% black residents and 4.2% for counties with ≥13% black residents. Conclusions: Nearly twenty-two percent of US counties are disproportionately black and they accounted for 52% of COVID-19 diagnoses and 58% of COVID-19 deaths nationally. County-level comparisons can both inform COVID-19 responses and identify epidemic hot spots. Social conditions, structural racism, and other factors elevate risk for COVID-19 diagnoses and deaths in black communities.Keywords
All Related Versions
- Published version: Annals of Epidemiology, 47, 37.
This publication has 20 references indexed in Scilit:
- Neighbourhood social and built environment factors and falls in community-dwelling canadian older adults: A validation study and exploration of structural confoundingSSM - Population Health, 2016
- Does Segregation Lead to Lower Birth Weight?Epidemiology, 2016
- Thirty Years of Disparities Intervention ResearchMedical Care, 2013
- Racial Disparities in Exposure, Susceptibility, and Access to Health Care in the US H1N1 Influenza PandemicAmerican Journal of Public Health, 2011
- Effects of Socioeconomic and Racial Residential Segregation on Preterm Birth: A Cautionary Tale of Structural ConfoundingAmerican Journal of Epidemiology, 2010
- Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace ApproximationsJournal of the Royal Statistical Society Series B: Statistical Methodology, 2009
- Estimating the Effects of Potential Public Health Interventions on Population Disease Burden: A Step-by-Step Illustration of Causal Inference MethodsAmerican Journal of Epidemiology, 2009
- Epidemiology of STD Disparities in African American CommunitiesSexually Transmitted Diseases, 2008
- Constructing Inverse Probability Weights for Marginal Structural ModelsAmerican Journal of Epidemiology, 2008
- Bayesian image restoration, with two applications in spatial statisticsAnnals of the Institute of Statistical Mathematics, 1991