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Table 1 Baseline characteristics of NHANES participants (2005–2008, 2015–2018) stratified by healthy lifestyles (unweighted)

From: The impact of comprehensive healthy lifestyles on obstructive sleep apnea and the mediating role of BMI: insights from NHANES 2005–2008 and 2015–2018

Variables

Total (n, %)

Insufficient (n, %)

0–2 points

Intermediate (n, %)

3–4 points

Optimal (n, %)

5–6 points

P-value

Age(years)

    

< 0.0001

 40–59

3540 (65.05)

732 (75.25)

2026 (63.09)

782 (62.96)

 

 60–69

1594 (20.97)

265 (16.89)

964 (21.68)

365 (22.00)

 

 ≥ 70

1272 (13.98)

148 (7.86)

789 (15.23)

335 (15.04)

 

Sex

    

< 0.0001

 Male

3489(51.11)

694(55.67)

2134 (54.41)

661(40.27)

 

 Female

2917(48.89)

451(44.33)

1645 (45.59)

821 (59.73)

 

Ethnicity

    

< 0.0001

 White

3112(76.43)

521(72.37)

1848 (76.42)

743 (79.15)

 

 Black

1256 (8.29)

283(11.36)

764 (8.57)

209 (5.60)

 

 Hispanic

557 (3.74)

89(3.87)

337 (3.85)

131 (3.38)

 

 Mexican American

888 (5.30)

179(6.46)

545 (5.47)

164 (4.11)

 

 Other Race

593 (6.25)

73(5.94)

285 (5.70)

235 (7.76)

 

Education

    

< 0.0001

 < High school

1367(11.80)

328(18.02)

792 (11.60)

247 (8.18)

 

 High school

2368(42.30)

363(37.39)

1373 (42.10)

632 (46.04)

 

 > High school

2671(45.89)

454(44.59)

1614 (46.30)

603 (45.78)

 

Family Size

    

< 0.01

 1

1254 (16.99)

664 (19.14)

499 (14.28)

91 (23.97)

 

 2

2335 (40.31)

1083 (39.63)

1147 (41.81)

105 (31.66)

 

 3

1044 (16.79)

464 (15.68)

520 (17.74)

60 (17.67)

 

 4

855 (14.28)

387 (13.22)

432 (15.34)

36 (13.67)

 

 5

514 (7.25)

242 (7.28)

242(7.08)

30(8.51)

 

 6

251 (2.96)

125 (3.43)

113(2.50)

13(3.22)

 

 ≥ 7

153 (1.41)

81 (1.62)

67(1.24)

5(1.31)

 

Marital Status

    

< 0.0001

 Married

4086 (69.85)

615 (59.24)

2433 (69.96)

1038 (76.62)

 

 Divorced

833 (12.04)

191 (16.26)

493 (12.02)

149 (9.31)

 

 Separated

211 (2.33)

62 (3.86)

114 (2.25)

35 (1.54)

 

 Widowed

481 (5.39)

83 (4.33)

274 (5.54)

124 (5.75)

 

 Never married

445 (5.24)

101 (7.25)

260 (5.38)

84 (3.57)

 

 Living with partner

350 (5.14)

93(9.06)

205 (4.85)

52 (3.21)

 

Family income to poverty ratio

    

< 0.0001

 Low

1461(12.57)

367(20.75)

846(12.30)

248 (7.80)

 

 Mid-high

4945(87.43)

778(79.25)

2933(87.70)

1234(92.20)

 

Depression

    

< 0.0001

 No

5968 (94.31)

2787 (92.65)

2889 (96.48)

292 (88.08)

 

 Yes

438 (5.69)

259 (7.35)

131 (3.52)

48 (11.92)

 

Diabetes

    

< 0.0001

 No

5374 (87.56)

944(85.66)

3126 (86.16)

1304 (92.14)

 

 Yes

1032 (12.44)

201(14.34)

653 (13.84)

178 (7.86)

 

Hypertension

    

< 0.0001

 No

3065 (53.33)

509(49.91)

1713 (49.66)

843 (64.34)

 

 Yes

3340 (46.66)

636(50.09)

2065 (50.34)

639 (35.66)

 

Hyperlipidemia

    

< 0.0001

 No

1480 (22.29)

237(17.31)

860 (21.95)

383 (26.41)

 

 Yes

4926 (77.71)

908(82.69)

2919 (78.05)

1099 (73.59)

 

Cardiovascular diseases (CVD)

    

< 0.0001

 No

5576 (90.06)

952 (86.56)

3268 (89.27)

1356(94.24)

 

 Yes

830 (9.94)

193 (13.44)

511 (10.73)

126 (5.76)

 

Chronic obstructive pulmonary disease (COPD)

    

< 0.0001

 No

6050 (95.00)

1046 (92.16)

3565 (94.72)

1439(97.56)

 

 Yes

356 (5.00)

99 (7.84)

214 (5.28)

43(2.44)

 

Asthma

    

0.003

 No

5605(87.46)

976(84.92)

3285(86.82)

1344 (90.66)

 

 Yes

801(12.54)

169(15.08)

494(13.18)

138 (9.34)

 

Healthy Eating Index

    

< 0.0001

 Low dietary quality (lower 60%)

2204 (35.61)

835 (74.96)

1298(37.21)

71 (5.75)

 

 High dietary quality (upper 40%)

4202 (64.39)

310 (25.04)

2481(62.79)

1411 (94.25)

 

Physical activity

    

< 0.0001

 Inactive (< 600 MET min/week)

1891 (28.54)

660 (57.21)

1110(29.31)

121 (7.74)

 

 Active (≥ 600 MET min/week)

4515 (71.46)

485 (42.79)

2669(70.69)

1361 (92.26)

 

Sleep

    

< 0.0001

 Nonoptimal sleep (< 7 or > 9 h/d)

2369 (32.75)

840 (69.10)

1422(34.04)

107 (5.60)

 

 Optimal sleep (7 to 9 h/d)

4037 (67.25)

305 (30.90)

2357(65.96)

1375 (94.40)

 

Smoking

    

< 0.0001

 Current and past

3149 (47.42)

995 (87.37)

1960 (50.94)

194 (12.62)

 

 Never

3257 (52.58)

150 (12.63)

1819 (49.06)

1288(87.38)

 

Drinking

    

< 0.0001

 Heavy drinking

921 (14.86)

466 (43.21)

437 (12.63)

18(1.38)

 

 Moderate or less drinking

5485 (85.14)

679 (56.79)

3342 (87.37)

1464 (98.62)

 

Body Mass Index (BMI)

    

< 0.0001

 Overweight/obesity

4800 (73.51)

1029 (90.21)

3101 (82.14)

670 (41.96)

 

 Adequate weight

1606 (26.49)

116 (9.79)

678 (17.86)

812 (58.04)

 
  1. * Lifestyle categories are defined as insufficient (0–2 healthy lifestyles), intermediate (3–4 healthy lifestyles), and optimal (5–6 healthy lifestyles); High diet quality (upper 40% of the Healthy Eating Index), lower dietary quality (lower 60% of the Healthy Eating Index)