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. 2021 Nov 19;18(22):12170. doi: 10.3390/ijerph182212170

Table 4.

County characteristics based on Anselin Moran’s I results for Time Point 4.

Time Point 4: Rates from 4 January–30 April 2021
Results Incident Case Cluster
Unclustered
(n = 858)
High COVID-19 Rate Clusters (n = 742) Low COVID-19 Rate Clusters (n = 1302) High COVID-19 Rate Outlier (n = 92) Low COVID-19 Rate Outlier (n = 114)
Range
Characteristics (S.D.)
Cases per 100,000 people 1947.35
(958.83)
3792.37
(1663.46) ***
906.91
(432.47) ***
2594.58
(781.70) ***
1558.95
(376.87) ***
% Rural 59.44%
(31.32%)
59.23%
(31.76%)
58.07%
(30.97%)
55.89%
(33.74%)
54.75%
(33.46%)
% Female 49.91%
(2.31%)
49.86%
(2.32%)
49.99%
(2.12%)
49.91%
(2.92%)
49.67%
(2.10%)
% of Age Group (S.D.)
    % under 18 22.11%
(3.46%)
21.99%
(3.24%)
22.06%
(3.48%)
22.11%
(3.47%)
22.21%
(3.60%)
    % 65 and older 19.39%
(4.73%)
19.25%
(4.72%)
19.38%
(4.62%)
18.76%
(4.25%)
19.02%
(4.91%)
Race/Ethnicity (S.D.)
    % White 76.44%
(19.79%)
75.46%
(19.80%)
77.04%
(19.63%)
73.63%
(22.27%)
75.47%
(21.15%)
    % Black 9.29%
(14.49%)
9.58%
(14.90%)
8.66%
(13.99%)
9.76%
(15.02%)
8.51%
(13.44%)
    % Native American 1.91%
(6.11%)
1.91%
(5.99%)
2.14%
(7.64%)
1.76%
(3.69%)
2.13%
(6.41%)
    % Asian 1.28%
(1.93%)
1.59%
(2.67%) *
1.43%
(2.54%)
2.23%
(4.89%) **
1.85%
(2.80%) *
    % Hispanic 9.61%
(14.47%)
10.07%
(13.57%)
9.35%
(13.37%)
11.10%
(16.51%)
10.51%
(15.10%)
    % Native Hawaiian/Pacific Islander 0.04%
(0.21%)
0.01%
(0.11%) ***
0.03%
(0.21%) ***
0.03%
(0.18%) ***
0.04%
(0.25%) ***
    Black/White Segregation 45.07
(16.57)
43.80
(16.42)
45.81
(16.35)
44.24
(16.12)
48.73
(16.01) *
    Median Household Income 52,846.36
(13,847.94)
53,031.23
(14,540.18)
52,124.25
(13,060.77)
54,360.28
(17,456.90)
53,576.16
(13,973.94)
Community Characteristics (S.D.)
High School Graduation Rate 88.64%
(7.32%)
89.13%
(6.65%)
88.81%
(7.24%)
88.95%
(6.84%)
89.05%
(6.57%)
% Some College 58.15%
(11.62%)
57.65%
(12.41%)
57.85%
(11.59%)
58.14%
(12.99%)
57.87%
(11.55%)
% Homeowners 71.92%
(8.44%)
71.46%
(7.91%)
71.55%
(7.90%)
70.79%
(8.43%)
69.77%
(9.16%) *
% Single Parent Household 32.56%
(10.93%)
32.45%
(10.82%)
32.22%
(10.43%)
32.53%
(11.38%)
31.16%
(9.49%)
% Severe Housing Issues 13.60%
(4.04%)
13.74%
(4.03%)
13.73%
(4.17%)
13.99%
(4.80%)
14.42%
(4.52%) *
% Severe Housing Cost Burden 11.23%
(3.68%)
11.29%
(3.59%)
11.19%
(3.46%)
11.77%
(4.36%)
12.11%
(3.79%) *
% Food Insecure 13.32%
(3.96%)
13.31%
(4.10%)
13.26%
(3.94%)
13.03%
(4.23%)
13.22%
(3.32%)
Food Environment Index 7.467
(1.06)
7.442
(1.19)
7.465
(1.14)
7.489
(1.21)
7.517
(0.97)
% Uninsured 13.53%
(6.26%)
13.70%
(6.17%)
13.37%
(6.08%)
13.50%
(7.29%)
13.89%
(6.28%)
% Unemployed 4.06%
(1.39%)
4.16%
(1.47%)
4.09%
(1.40%)
4.17%
(1.50%)
4.05%
(1.36%)
County Level Health Related factors (S.D.)
Life Expectancy 77.40
(3.10)
77.46
(2.96)
77.42
(3.01)
77.87
(3.12)
77.84
(2.62)
% Adults with Diabetes 12.28%
(4.24%)
12.09%
(4.06%)
12.24%
(4.02%)
12.35%
(3.80%)
11.85%
(3.61%)
% Fair or Poor Health 17.81%
(4.76%)
18.14%
(4.73%)
17.96%
(4.73%)
17.74%
(5.06%)
17.68%
(4.39%)
% Smokers 17.36%
(3.58%)
17.51%
(3.54%)
17.53%
(3.60%)
16.93%
(3.59%)
17.06%
(3.28%)
% Adults with Obesity 32.91%
(5.61%)
33.03%
(5.44%)
32.90%
(5.34%)
33.16%
(5.34%)
31.79%
(5.07%) *
% Physically Inactive 27.55%
(5.67%)
27.62%
(5.79%)
27.49%
(5.74%)
26.47%
(5.62%)
26.62%
(4.71%)

Note: T-test was used to compare values for each “Unclustered Counties” to each remaining group. p-value: *** < 0.001; ** < 0.01; * < 0.05.