Skip to main content

Table 1 Characteristics of eligible participants

From: Exploring the connection between caffeine intake and constipation: a cross-sectional study using national health and nutrition examination survey data

Variables

Total (n = 13,816)

Caffeine intake

Statistics

P

≤ 10 mg (n = 3204)

10–86 mg (n = 3098)

86–171 mg (n = 2859)

171–303 mg (n = 2453)

> 303 mg (n = 2202)

Constipation, n (%)

      

χ2 = 42.47

< 0.001

 No

12,403 (90.49)

2810 (88.58)

2705 (87.51)

2611 (92.60)

2261 (91.51)

2016 (92.29)

  

 Yes

1413 (9.51)

394 (11.42)

393 (12.49)

248 (7.40)

192 (8.49)

186 (7.71)

  

Age, years. n (%)

      

χ2 = 278.56

< 0.001

 ≤ 40

4837 (38.65)

1286 (47.79)

1254 (44.93)

981 (38.26)

723 (34.43)

593 (27.78)

  

 40–65

5843 (45.58)

1146 (33.39)

1156 (39.76)

1197 (45.05)

1134 (49.04)

1210 (60.70)

  

 > 65

3136 (15.77)

772 (18.82)

688 (15.32)

681 (16.69)

596 (16.54)

399 (11.52)

  

Gender, n (%)

      

χ2 = 110.84

< 0.001

 Male

6983 (49.03)

1499 (46.02)

1420 (42.33)

1406 (46.47)

1343 (52.12)

1315 (58.23)

  

 Female

6833 (50.97)

1705 (53.98)

1678 (57.67)

1453 (53.53)

1110 (47.88)

887 (41.77)

  

Race, n (%)

      

χ2 = 870.37

< 0.001

 Non-Hispanic White

6838 (71.74)

1116 (56.74)

1192 (63.28)

1367 (70.27)

1494 (80.02)

1669 (88.38)

  

 Non-Hispanic Black

2763 (10.98)

1059 (21.79)

721 (13.77)

509 (10.17)

321 (6.51)

153 (2.66)

  

 Others

4215 (17.29)

1029 (21.47)

1185 (22.95)

983 (19.56)

638 (13.47)

380 (8.96)

  

PIR, n (%)

      

χ2 = 74.70

< 0.001

 < 1.3

3746 (18.59)

960 (23.18)

907 (21.23)

744 (18.64)

571 (15.04)

564 (14.86)

  

 ≥ 1.3

9070 (75.80)

2022 (71.95)

1915 (71.33)

1890 (75.15)

1719 (80.05)

1524 (80.55)

  

 Unknown

1000 (5.61)

222 (4.87)

276 (7.44)

225 (6.21)

163 (4.91)

114 (4.59)

  

Education level, n (%)

      

χ2 = 36.17

< 0.001

 Below high school

3856 (17.84)

994 (20.24)

989 (20.70)

792 (17.94)

588 (14.39)

493 (15.93)

  

 High school graduate

3327 (24.55)

715 (21.47)

738 (25.31)

709 (25.59)

591 (25.98)

574 (24.41)

  

 College or above

6633 (57.61)

1495 (58.29)

1371 (53.99)

1358 (56.48)

1274 (59.63)

1135 (59.66)

  

Drinking, n (%)

      

χ2 = 118.59

< 0.001

 < 2 times/week

10,792 (73.84)

2603 (79.45)

2553 (79.15)

2266 (75.48)

1765 (66.92)

1605 (68.17)

  

 ≥ 2 times/week

3024 (26.16)

601 (20.55)

545 (20.85)

593 (24.52)

688 (33.08)

597 (31.83)

  

Smoking, n (%)

      

χ2 = 235.00

< 0.001

 Current non-smokers

10,728 (76.97)

2702 (84.41)

2580 (82.63)

2293 (80.52)

1841 (75.85)

1312 (61.45)

  

 Current smokers

3088 (23.03)

502 (15.59)

518 (17.37)

566 (19.48)

612 (24.15)

890 (38.55)

  

Physical activity, n (%)

      

χ2 = 10.55

0.228

 < 450 MET*min/week

1702 (12.75)

388 (11.80)

382 (12.24)

355 (13.91)

304 (12.28)

273 (13.55)

  

 ≥ 450 MET*min/week

7861 (61.94)

1814 (61.85)

1705 (61.19)

1607 (60.88)

1466 (64.83)

1269 (60.97)

  

 Unknown

4253 (25.30)

1002 (26.36)

1011 (26.57)

897 (25.21)

683 (22.89)

660 (25.48)

  

Diabetes, n (%)

      

χ2 = 35.24

< 0.001

 No

9680 (75.53)

2230 (75.42)

2194 (76.40)

1961 (73.44)

1700 (73.94)

1595 (78.44)

  

 Treated

3499 (21.14)

820 (20.76)

749 (19.88)

743 (22.17)

648 (22.91)

539 (20.02)

  

 Untreated

637 (3.32)

154 (3.83)

155 (3.72)

155 (4.40)

105 (3.15)

68 (1.54)

  

Depression, n (%)

      

χ2 = 14.29

0.006

 No

11,528 (82.72)

2737 (85.04)

2626 (83.45)

2410 (83.43)

2023 (81.36)

1732 (80.34)

  

 Yes

2288 (17.28)

467 (14.96)

472 (16.55)

449 (16.57)

430 (18.64)

470 (19.66)

  

BMI, kg/m2, Mean (S.E)

28.71 (0.12)

28.92 (0.25)

28.56 (0.14)

28.59 (0.20)

28.97 (0.19)

28.52 (0.16)

F = 1.87

0.132

Total energy, kcal, Mean (S.E)

2165.16 (16.15)

1989.67 (27.34)

2063.55 (25.80)

2115.03 (29.37)

2204.52 (25.10)

2452.81 (39.44)

F = 26.25

< 0.001

Total fat, gm, Mean (S.E)

82.12 (0.83)

72.89 (1.39)

77.24 (1.33)

79.73 (1.42)

85.21 (1.25)

95.50 (1.77)

F = 30.00

< 0.001

Dietary fiber, gm, Mean (S.E)

16.43 (0.23)

16.16 (0.31)

15.72 (0.27)

16.57 (0.40)

16.47 (0.34)

17.24 (0.37)

F = 4.34

0.005

Moisture, gm, Mean (S.E)

3088.80 (29.72)

2764.83 (42.62)

2597.81 (41.33)

2872.51 (36.57)

3195.06 (39.89)

4014.84 (50.09)

F = 149.61

< 0.001

Laxative use, n (%)

      

χ2 = 10.11

0.258

 No

4464 (30.04)

1006 (29.27)

994 (31.50)

959 (30.77)

811 (30.62)

694 (28.05)

  

 Yes

555 (3.26)

153 (4.12)

120 (3.25)

121 (3.37)

90 (2.74)

71 (2.84)

  

 Unknown

8797 (66.69)

2045 (66.61)

1984 (65.25)

1779 (65.86)

1552 (66.63)

1437 (69.11)

  
  1. Abbreviation: Mean (S.E), mean (standard error); PIR, poverty income ratio; MET, metabolic equivalent of task; BMI, body mass index