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Table 2 VIF values obtained from the multicollinearity tests

From: Deriving neighborhood-level diet and physical activity measurements from anonymized mobile phone location data for enhancing obesity estimation

Variable

First test

Second test

Final test

(1) Race and ethnicity

 % White

58.265

58.261

–

 % Black

49.264

49.26

2.754

 % Ame Indi and AK Native

1.091

1.091

1.06

 % Asian

19.277

19.273

2.026

 % Nati Hawa and Paci Island

1.035

1.032

1.02

 % Hispanic or Latino

44.031

44.031

4.729

(2) Gender, marital status, and age

 % male

1.333

1.332

1.317

 % married

4.26

4.26

4.133

 % age 18–29

4.314

4.314

4.216

 % age 30–39

3.402

3.401

3.219

 % age 40–49

1.792

1.792

1.765

 % age 50–59

1.763

1.763

1.762

 % age >  = 60

3.574

3.574

3.347

(3) Education

 % < highschool

 > 1000

6.079

4.946

 % ≥highschool < university

 > 1000

-

-

 % ≥university

 > 1000

8.586

-

(4) Economic status

 Median income

5.934

5.934

4.501

 % unemployment

1.448

1.448

1.433

 % below poverty line

4.395

4.395

4.309

 % food stamp/SNAP

3.95

3.95

3.843

(5) Housing condition

 Median value units built

2.356

2.354

2.258

 Median year units built

1.181

1.181

1.173

 % renter-occupied housing units

4.644

4.642

4.466

(6) Urbanicity

 Population density

1.647

1.647

1.603