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. 2020 Nov 23;17(22):8695. doi: 10.3390/ijerph17228695

Table 1.

US county-level distribution of racial bias, COVID-19 incidence and mortality rates, and socioeconomic, demographic, and political variables for the samples of 2994 counties (in models assessing overall rates using Johns Hopkins data) and 957 counties (in models assessing race-disaggregated rates using The New York Times (NYT) data).

Variable n Mean SD Min. Max.
Implicit Bias
Unstandardized 2994 0.38 0.14 −1.16 1.42
957 0.38 0.08 −0.21 0.84
Standardized 2994 0.00 1.00 −10.86 7.24
957 0.00 1.00 −7.30 5.62
Explicit Bias
Unstandardized 2994 0.40 0.62 −10.00 8.00
957 0.40 0.38 −1.75 3.33
Standardized 2994 0.00 1.00 −16.86 12.33
957 0.00 1.00 −5.66 7.73
Covariates
Median Age 2994 41.25 5.27 21.70 67.00
957 40.12 4.58 24.60 67.00
Percent with Bachelor’s Degree 2994 21.70 9.48 5.38 78.53
957 24.77 10.77 8.18 74.56
Percent Black 2994 9.08 14.16 0.00 82.61
957 13.87 17.27 0.01 82.61
Percent in Poverty 2994 15.50 6.19 2.30 55.10
957 15.23 6.13 3.46 41.75
Percent in Crowded Housing 2994 2.30 1.74 0.00 15.46
957 2.22 1.47 0.00 13.06
Percent Voting Trump (2016) 2994 63.55 15.21 4.12 91.86
957 56.30 14.46 9.59 89.96
Population Density 2994 283.03 1834.28 0.24 71,509.98
957 540.64 3055.53 1.95 71,509.98
Population Size 2994 111,296 371,533 463 10,000,000
957 195,433 448,658 3838 8,336,817
Mortality Rate (per 10,000)
Overall Mortality Rate, 7/1/20 2994 1.72 3.33 0.00 37.84
957 3.15 4.42 0.00 37.84
Incidence Rate (per 10,000)
Overall Incidence Rate, 7/1/20 2994 52.12 77.21 0.00 1319.57
957 82.05 86.57 0.00 864.93
White Incidence Rate, 5/28/20 957 16.48 27.51 0.00 455.00
Black Incidence Rate, 5/28/20 957 35.59 92.45 0.00 1181.00
Black–White Incidence Rate Gap, 5/28/20 957 19.11 78.80 −204.00 1069.00

SD = standard deviation. While there were 3142 counties for which we had data on any given variable, our adjusted models had either 2994 counties (for overall rate models) or 957 counties (for race-disaggregated rate models) as these were the counties which had information on all model-relevant variables. Above, we report averages for the 2994 and 957 county sets to demonstrate similarities and differences between county sets. Unstandardized exposure summary statistics provide a sense of aggregate racial bias central tendency, which trend slightly above 0 (indicating general pro-White bias). Standardized exposure measures provide ease of comparability against regression coefficients, which are x-standardized and reported later.