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Table 1 Descriptive statistics of the study population in depression among the training cohort

From: Development and validation of a predictive model for depression risk in the U.S. adult population: Evidence from the 2007–2014 NHANES

Factors

Levels

Overall

(n = 5956), %

Depression (n = 1154), %

Non-depression (n = 4802), %

P value

Gender

Male

2692 (45.2)

477 (41.3)

2215 (46.1)

0.004

 

Female

3264 (54.8)

677 (58.7)

2587 (53.9)

 

Age

20 ~ 29

1041 (17.5)

152 (13.2)

889 (18.5)

 < 0.001

 

30 ~ 39

1013 (17.0)

178 (15.4)

835 (17.4)

 
 

40 ~ 49

1100 (18.5)

236 (20.5)

864 (18.0)

 
 

50 ~ 59

947 (15.9)

222 (19.2)

725 (15.1)

 
 

60 ~ 69

908 (15.2)

194 (16.8)

714 (14.9)

 
 

 >  = 70

947 (15.9)

172 (14.9)

775 (16.1)

 

Race

Hispanic

988 (16.6)

230 (19.9)

758 (15.8)

 < 0.001

 

Non-Hispanic White

3127 (52.5)

520 (45.1)

2607 (54.3)

 
 

African American

1024 (17.2)

231 (20.0)

793 (16.5)

 
 

Other

817 (13.7)

173 (15.0)

644 (13.4)

 

Marry

Married/Cohabitting

3469 (58.2)

572 (49.6)

2897 (60.3)

 < 0.001

 

Unmarried

1056 (17.7)

213 (18.5)

843 (17.6)

 
 

Wid/Div/Sep

1431 (24.0)

369 (32.0)

1062 (22.1)

 

Physical activity

Vigorous

1122 (18.8)

125 (10.8)

997 (20.8)

 < 0.001

 

Inadequate

812 (13.6)

113 (9.8)

699 (14.6)

 
 

Moderate

627 (10.5)

66 (5.7)

561 (11.7)

 
 

Sedentary

3395 (57.0)

850 (73.7)

2545 (53.0)

 

Income

 <  = 4

2048 (34.4)

566 (49.0)

1482 (30.9)

 < 0.001

 

 <  = 8

2382 (40.0)

433 (37.5)

1949 (40.6)

 
 

 <  = 12

1526 (25.6)

155 (13.4)

1371 (28.6)

 

Sleep time

 < 6 h

1126 (18.9)

321 (27.8)

805 (16.8)

 < 0.001

 

 <  = 8 h

4394 (73.8)

713 (61.8)

3681 (76.7)

 
 

 > 8 h

436 (7.3)

120 (10.4)

316 (6.6)

 

Hypertension

Yes

2545 (42.7)

590 (51.1)

1955 (40.7)

 < 0.001

 

No

3411 (57.3)

564 (48.9)

2847 (59.3)

 

Blood lead

Grade 1

754 (12.7)

96 (8.3)

658 (13.7)

 < 0.001

 

Grade 2

1447 (24.3)

297 (25.7)

1150 (23.9)

 
 

Grade 3

1779 (29.9)

335 (29.0)

1444 (30.1)

 
 

Grade 4

1976 (33.2)

426 (36.9)

1550 (32.3)

 
  1. Abbreviations: NHANES National Health and Nutrition Examination Survey, Wid Widowed, Div Divorced, Sep Separated, Sleep time was categorized as < 6 h, 6 - 8 h and > 8 h. Monthly household income included lower income (< = 4: $0-$1649), moderate income (< = 8: $1650-$4599) and high income (< = 12: $4600 and over). Blood lead were analyzed by dividing them into four quintiles according to the range of values