Intercept |
19.7 |
(10.6,28.9) |
28.7 |
(20.2, 37.2) |
1.8 |
(1.2,2.9) |
4.4 |
(2.4,7.9) |
5.5 |
(3.1,9.6) |
15.7 |
(7.7,32.4) |
2.9 |
(1.9,4.4) |
8.8 |
(5.4,14.1) |
Level 1 (n=2163 stores) |
Store type |
Gas Station with or without convenience store (ref) |
|
|
Ref |
|
|
|
Ref |
|
|
|
Ref |
|
|
|
Ref |
|
Supermarket & other grocery |
|
|
−22.3 |
(−29.6, −15.0) |
|
|
0.1 |
(0.1,0.2) |
|
|
0.1 |
(0.09,0.2) |
|
|
0.2 |
(0.1,0.2) |
Convenience store (without gas) |
|
|
−9.1 |
(−14.4, −3.8) |
|
|
0.4 |
(0.3,0.6) |
|
|
0.6 |
(0.3,0.9) |
|
|
0.3 |
(0.2,0.4) |
Pharmacy and drug stores |
|
|
−24.2 |
(−27.7, −20.7) |
|
|
1.0 |
(0.7,1.6) |
|
|
0.8 |
(0.5,1.3) |
|
|
0.4 |
(0.3,0.6) |
Beer, wine, and liquor stores |
|
|
−24.3 |
(−29.5, −19.2) |
|
|
0.1 |
(0.1,0.2) |
|
|
0.1 |
(0.1,0.1) |
|
|
0.1 |
(0.1,0.1) |
Tobacco store |
|
|
61.8 |
(27.8, 95.7) |
|
|
0.4 |
(0.2,0.9) |
|
|
3.5 |
(0.6,21.5) |
|
|
0.5 |
(0.3,1.0) |
Warehouse clubs, supercenters and Walmart |
|
|
−22.0 |
(−27.5, −16.6) |
|
|
0.1 |
(0.1,0.3) |
|
|
0.3 |
(0.1,0.6) |
|
|
0.8 |
(0.3,2.5) |
Other establishment type |
|
|
−40.4 |
(−50.5, −30.3) |
|
|
0.03 |
(0.0,0.1) |
|
|
0.02 |
(0.0,0.1) |
|
|
0.03 |
(0.01,0.1) |
Neighborhood (tract) characteristics |
Hispanic, % |
Q1: < 2.02% (ref) |
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Q2: 2.02–5.98% |
1.0 |
(−6.9, 9.0) |
−0.3 |
(−7.1, 6.6) |
0.9 |
(0.6,1.2) |
1.1 |
(0.7,1.7) |
0.7 |
(0.4,1.0) |
0.8 |
(0.5,1.3) |
0.6 |
(0.4,0.9) |
0.7 |
(0.5,1.1) |
Q3: 5.98–16.8% |
−3.8 |
(−9.6, 2.1) |
−4.0 |
(−9.5, 1.5) |
1.1 |
(0.7,1.6) |
1.2 |
(0.7,2.0) |
0.8 |
(0.5,1.3) |
0.8 |
(0.5,1.4) |
0.8 |
(0.6,1.2) |
0.8 |
(0.5,1.2) |
Q4: > 16.8% |
−3.0 |
(−10.8,4.8) |
−3.4 |
(−10.5, 3.7) |
0.8 |
(0.5,1.3) |
1.0 |
(0.6,1.6) |
0.7 |
(0.4,1.1) |
0.8 |
(0.3,1.3) |
0.4 |
(0.3,0.7) |
0.5 |
(0.3,0.8) |
non-Hispanic Black, % |
Q1: < 1.01% (ref) |
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Q2: 1.01–4.96% |
2.9 |
(−0.4, 6.2) |
3.0 |
(−1.4, 7.3) |
1.7 |
(1.2,2.4) |
1.8 |
(1.2,2.6) |
1.5 |
(1.1,2.2) |
1.6 |
(1.0,2.4) |
1.2 |
(0.8,1.8) |
1.2 |
(0.8,1.9) |
Q3: 4.96–15.8% |
7.7 |
(−0.1,15.5) |
8.6 |
(2.5, 14.8) |
1.7 |
(1.1,2.4) |
1.6 |
(1.0,2.3) |
1.4 |
(1.0,2.1) |
1.3 |
(0.8,2.2) |
1.2 |
(0.8,1.6) |
1.1 |
(0.8,1.6) |
Q4: > 15.8% |
1.3 |
(−4.1, 6.8) |
5.2 |
(−2.4, 12.8) |
1.8 |
(1.2,2.7) |
2.1 |
(1.3,3.4) |
2.0 |
(1.2,3.5) |
2.6 |
(1.3,5.1) |
0.7 |
(0.5,1.0) |
0.7 |
(0.5,1.0) |
Median household income, $10,000 |
−0.2 |
(−1.6, 1.1) |
0.6 |
(−0.8, 2.1) |
1.0 |
(1.0,1.1) |
1.0 |
(1.0,1.1) |
0.9 |
(0.9,1.0) |
0.9 |
(0.9,1.0) |
1.0 |
(1.0,1.1) |
1.0 |
(1.0,1.1) |
Population under age 18, % |
0.2 |
(−0.2, 0.6) |
−0.2 |
(−0.5, 0.1) |
1.0 |
(1.01,1.04) |
1.0 |
(1.01,1.05) |
1.0 |
(1.0,1.0) |
1.0 |
(1.0,1.1) |
1.0 |
(1.0,1.01) |
1.0 |
(1.0,1.01) |
Level 2 (n=97 counties) |
Region |
West (ref) |
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Ref |
|
Northeast |
11.8 |
(−4.1,27.7) |
8.6 |
(−5.0, 22.3) |
1.8 |
(1.0,3.3) |
2.2 |
(1.1,4.4) |
0.5 |
(0.3,0.9) |
0.5 |
(0.3,0.9) |
|
|
0.5 |
(0.3,0.9) |
Midwest |
10.1 |
(1.0, 19.2) |
7.9 |
(−0.1, 15.8) |
2.2 |
(1.2,3.9) |
2.2 |
(1.1,4.1) |
0.7 |
(0.4,1.3) |
0.6 |
(0.3,1.2) |
|
|
1.0 |
(0.5,2.2) |
South |
15.9 |
(6.1,25.7) |
11.7 |
(2.5, 20.9) |
1.5 |
(0.9,2.4) |
1.2 |
(0.7,2.1) |
1.7 |
(1.0,2.9) |
1.4 |
(0.7,2.7) |
|
|
1.0 |
(0.5,2.0) |
|
Bold indicates significance at p<0.05 |
AIC |
|
20626 |
|
19768 |
|
6218 |
|
5960 |
|
5870 |
|
5600 |
|
6148 |
|
5894 |
χ 2
|
|
872 |
|
|
|
272 |
|
|
|
284 |
|
|
|
|
|
254 |
P value (for model comparison) |
|
<0.01 |
|
|
|
<0.01 |
|
|
|
<0.01 |
|
|
|
|
|
<0.01 |