aDivision of Nursing, Dongnam Institute of Radiological and Medical Sciences, Busan, Korea
bDepartment of Nursing, Pukyong National University, Busan, Korea
Copyright ©2017, Korea Centers for Disease Control and Prevention
This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
CONFLICTS OF INTEREST
No potential conflict of interest relevant to this article was reported.
Characteristic | 20–39 y (n = 5,802) | 40–64 y (n = 8,265) | Over 65 y (n = 3,901) | χ2* | |
---|---|---|---|---|---|
Sex | Female | 3,306 (47.6) | 4,657 (49.4) | 2,259 (59.7) | 108.50 |
Male | 2,496 (52.4) | 3,608 (50.6) | 1,642 (40.3) | ||
Family structure | With family members | 5,561 (94.9) | 7,902 (96.5) | 3,200 (84.1) | 527.60 |
Single | 238 (5.1) | 349 (3.5) | 693 (15.9) | ||
Residential area | Rural | 773 (12.0) | 2,002 (22.0) | 1,566 (36.1) | 707.23 |
City | 5,029 (88.0) | 6,263 (78.0) | 2,335 (63.9) | ||
SES level | High | 3,711 (62.9) | 3,457 (43.5) | 265 (6.2) | 5,210.64 |
Medium | 1,899 (35.1) | 2,798 (35.9) | 935 (26.2) | ||
Low | 106 (2.0) | 1,869 (20.6) | 2,562 (67.6) | ||
Current smoking | Yes | 1,623 (33.1) | 1,786 (25.7) | 548 (14.8) | 316.87 |
Drinking (time) | < 1/mo | 2,012 (31.7) | 3,637 (40.6) | 2,521 (66.8) | 1,154.29 |
1–4/mo | 2,536 (46.0) | 2,563 (32.0) | 583 (14.8) | ||
≥ 2/wk | 1,206 (22.3) | 1,998 (27.4) | 723 (18.4) | ||
Physical activity | High | 1,541 (28.9) | 2,584 (31.7) | 861 (20.6) | 126.60 |
Medium | 1,985 (34.8) | 2,577 (31.0) | 1,340 (35.2) | ||
Low | 2,254 (36.3) | 3,053 (37.3) | 1,630 (44.2) | ||
Metabolic syndrome | |||||
Blood pressure | Low | 4,946 (83.5) | 4,591 (56.2) | 1,103 (27.6) | 2,798.59 |
High | 856 (16.5) | 3,673 (43.8) | 2,796 (72.4) | ||
Waist circumference | Not AO | 4,574 (79.9) | 4,942 (62.1) | 1,997 (49.5) | 981.74 |
AO | 1,205 (20.1) | 3,299 (37.9) | 1,889 (50.5) | ||
Fasting glucose | Low | 5,060 (89.2) | 5,429 (66.9) | 1,954 (53.2) | 1,584.35 |
High | 621 (10.8) | 2,654 (33.1) | 1,635 (46.8) | ||
Triglyceride | Low | 4,583 (79.3) | 5,186 (63.2) | 2,110 (58.1) | 607.96 |
High | 1,104 (20.7) | 2,905 (36.8) | 1,467 (41.9) | ||
HDL cholesterol | High | 4,395 (78.7) | 5,362 (68.2) | 1,907 (52.9) | 576.36 |
Low | 1,292 (21.3) | 2,729 (31.8) | 1,670 (47.1) | ||
Osteoarthritis | Yes | 110 (1.9) | 1,176 (12.2) | 1,344 (35.3) | 2,039.79 |
Fall experience | Yes | 58 (1.1) | 116 (1.5) | 109 (2.5) | 23.80 |
Depression | Yes | 678 (11.5) | 1,184 (13.9) | 674 (17.8) | 62.39 |
Stress | Many | 1,993 (34.0) | 2,199 (26.6) | 855 (22.9) | 152.28 |
Suicidal ideation | Yes | 785 (13.1) | 1,233 (14.6) | 938 (25.7) | 222.28 |
Perceived health status | Good | 2,520 (44.3) | 3,196 (38.1) | 1,225 (32.8) | 718.73 |
Fair | 2,508 (42.9) | 3,286 (42.1) | 1,140 (29.7) | ||
Poor | 750 (12.8) | 1,735 (19.8) | 1,473 (37.5) | ||
Quality of life | Mobility problem | 151 (2.6) | 1,006 (10.8) | 1,733 (46.4) | 3,211.35 |
Self-care problem | 26 (0.4) | 194 (2.2) | 525 (13.7) | 1,118.47 | |
Usual activity problem | 94 (1.7) | 578 (6.3) | 1,138 (30.4) | 2,135.31 | |
Pain/discomfort | 758 (12.7) | 1,868 (21.1) | 1,690 (43.7) | 1,038.20 | |
Anxiety/depression | 450 (7.8) | 894 (10.1) | 618 (15.7) | 124.68 | |
Total energy (kcal/day) | ≥ 3,000 | 656 (15.6) | 715 (11.7) | 111 (2.9) | 624.26 |
2,000–3,000 | 1,525 (32.0) | 2,233 (31.2) | 698 (18.7) | ||
1,000–2,000 | 2,316 (44.2) | 3,834 (50.5) | 2,324 (62.0) | ||
< 1,000 | 407 (8.2) | 502 (6.6) | 517 (15.9) | ||
Protein (g/kg/day) | ≥ 1.2 | 2,086 (42.8) | 2,561 (36.6) | 726 (19.0) | 606.37 |
0.8–1.2 | 1,524 (30.3) | 2,545 (34.7) | 1,143 (30.5) | ||
< 0.8 | 1,294 (26.9) | 2,178 (28.7) | 1,781 (50.5) | ||
Vitamin D (ng/mL) | ≥ 20 | 1,574 (26.5) | 3,314 (40.2) | 1,736 (46.4) | 443.73 |
< 20 | 4,113 (73.5) | 4,764 (59.8) | 1,813 (53.6) | ||
Sarcopenia | 1,080 (19.2) | 2,484 (29.1) | 1,619 (42.3) | 532.72 |
Characteristic | Category | 20–39 y (n = 5,802) | 40–64 y (n = 8,265) | Over 65 y (n = 3,901) | ||||||
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n (%) | W % | χ2* (p) | n (%) | W % | χ2* (p) | n (%) | W % | χ2* (p) | ||
Sex | Female | 565 (43.9) | 17.7 | 7.42 (0.020) | 1,441 (52.2) | 30.8 | 10.94 (0.006) | 920 (59.1) | 41.8 | 0.45 (0.566) |
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Male | 515 (56.1) | 20.5 | 1,043 (47.8) | 27.5 | 699 (40.9) | 42.9 | ||||
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Family structure | With family members | 1,038 (95.1) | 19.2 | 0.15 (0.747) | 2,354 (95.7) | 28.9 | 5.60 (0.039) | 1,340 (84.3) | 42.4 | 0.13 (0.746) |
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Single | 41 (4.9) | 18.3 | 127 (4.3) | 35.3 | 275 (15.7) | 41.6 | ||||
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Residential area | Rural | 118 (10.2) | 16.2 | 4.39 (0.128) | 568 (21.5) | 28.5 | 0.46 (0.717) | 529 (29.5) | 34.5 | 54.72 (< 0.001) |
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City | 962 (89.8) | 19.6 | 1,916 (78.5) | 29.3 | 1,090 (70.5) | 46.7 | ||||
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SES level | High | 667 (59.1) | 18.0 | 13.96 (0.012) | 945 (39.6) | 26.5 | 31.09 (< 0.001) | 125 (6.6) | 45.0 | 7.15 (0.126) |
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Medium | 372 (37.9) | 20.7 | 843 (36.3) | 29.5 | 427 (28.2) | 45.5 | ||||
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Low | 26 (3.1) | 29.5 | 651 (24.0) | 34.0 | 1,008 (65.2) | 40.8 | ||||
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Current smoking | No | 729 (63.5) | 18.2 | 7.07 (0.029) | 1,974 (76.6) | 30.1 | 9.26 (0.015) | 1,420 (89.3) | 44.4 | 36.88 (< 0.001) |
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Yes | 347 (36.5) | 21.1 | 495 (23.4) | 26.6 | 172 (10.7) | 30.7 | ||||
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Drinking (time) | < 1/mo | 361 (30.7) | 18.5 | 8.81 (0.031) | 1,154 (43.9) | 31.5 | 16.75 (0.002) | 1,089 (69.7) | 44.1 | 15.85 (0.006) |
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1–4/mo | 457 (43.6) | 18.1 | 726 (29.4) | 26.8 | 246 (14.7) | 42.1 | ||||
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≥ 2/week | 249 (25.6) | 21.9 | 580 (26.6) | 28.3 | 252 (15.6) | 35.8 | ||||
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Physical activity | High | 251 (24.8) | 16.5 | 15.87 (0.006) | 641 (26.1) | 24.0 | 53.20 (< 0.001) | 265 (15.4) | 31.6 | 49.73 (< 0.001) |
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Medium | 369 (34.3) | 18.9 | 808 (32.3) | 30.4 | 582 (36.3) | 43.6 | ||||
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Low | 456 (40.9) | 21.6 | 1,020 (41.6) | 32.6 | 745 (48.4) | 46.4 | ||||
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Metabolic syndrome | ||||||||||
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Blood pressure | Low | 813 (73.3) | 16.8 | 105.13 (<0.001) | 1,123 (45.3) | 23.5 | 161.52 (< 0.001) | 340 (20.1) | 30.9 | 79.69 (< 0.001) |
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High | 267 (26.7) | 31.1 | 1,361 (54.7) | 36.3 | 1,279 (79.9) | 46.7 | ||||
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Waist circumference | Not AO | 589 (54.1) | 13.0 | 568.38 (< 0.001) | 967 (40.2) | 18.8 | 689.44 (< 0.001) | 520 (29.7) | 25.4 | 446.20 (< 0.001) |
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AO | 486 (45.9) | 43.8 | 1,507 (59.8) | 45.9 | 1,095 (70.3) | 58.9 | ||||
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Fasting glucose | Low | 884 (84.0) | 18.1 | 39.02 (< 0.001) | 1,432 (58.5) | 25.3 | 103.69 (< 0.001) | 676 (44.7) | 35.5 | 74.84 (< 0.001) |
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High | 174 (16.0) | 28.6 | 980 (41.5) | 36.2 | 803 (55.3) | 49.8 | ||||
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Triglyceride | Low | 716 (65.3) | 15.8 | 162.86 (< 0.001) | 1,319 (53.1) | 24.3 | 142.91 (< 0.001) | 740 (49.9) | 36.0 | 72.49 (< 0.001) |
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High | 343 (34.7) | 32.2 | 1,098 (46.9) | 36.8 | 731 (50.1) | 50.2 | ||||
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HDL cholesterol | High | 761 (73.2) | 17.8 | 25.09 (< 0.001) | 1,418 (60.8) | 25.8 | 83.37 (< 0.001) | 695 (48.0) | 38.1 | 24.67 (< 0.001) |
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Low | 298 (26.8) | 24.2 | 999 (39.2) | 35.6 | 776 (52.0) | 46.3 | ||||
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Osteoarthritis | No | 1,053 (97.8) | 19.0 | 0.70 (0.476) | 2,047 (84.7) | 28.2 | 29.84 (< 0.001) | 954 (59.5) | 38.9 | 34.44 (< 0.001) |
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Yes | 22 (2.2) | 22.2 | 427 (15.3) | 36.5 | 647 (40.5) | 48.6 | ||||
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Fall experience | No | 1,067 (98.8) | 19.2 | 0.03 (0.871) | 2,443 (98.5) | 29.1 | 0.06 (0.833) | 1,553 (96.5) | 41.8 | 12.68 (0.002) |
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Yes | 13 (1.2) | 20.0 | 41 (1.5) | 30.1 | 66 (3.5) | 59.8 | ||||
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Depression | No | 949 (87.7) | 19.0 | 0.75 (0.416) | 2,067 (83.9) | 28.4 | 14.51 (0.001) | 1,344 (84.1) | 43.3 | 6.93 (0.029) |
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Yes | 127 (12.3) | 20.4 | 404 (16.1) | 34.0 | 248 (15.9) | 37.8 | ||||
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Stress | Less | 664 (60.2) | 17.5 | 20.42 (< 0.001) | 1,775 (71.6) | 28.5 | 5.59 (0.051) | 1,261 (78.9) | 43.4 | 5.27 (0.065) |
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Many | 412 (39.8) | 22.4 | 697 (28.4) | 31.2 | 331 (21.1) | 39.0 | ||||
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Suicidal ideation | No | 922 (85.8) | 18.9 | 1.43 (0.313) | 2,029 (81.8) | 27.9 | 35.99 (< 0.001) | 1,234 (76.5) | 43.6 | 7.51 (0.038) |
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Yes | 154 (14.2) | 20.7 | 440 (18.2) | 36.5 | 357 (23.5) | 38.6 | ||||
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Perceived health status | Good | 399 (38.2) | 16.5 | 25.82 (< 0.001) | 826 (32.4) | 24.8 | 70.25 (< 0.001) | 476 (31.4) | 40.6 | 6.80 (0.098) |
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Fair | 511 (45.7) | 20.4 | 1,009 (43.0) | 29.8 | 467 (28.6) | 40.8 | ||||
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Poor | 165 (16.2) | 24.1 | 636 (24.6) | 36.4 | 651 (39.9) | 45.0 | ||||
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Quality of life | ||||||||||
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Mobility problem | No | 1,031 (95.5) | 18.8 | 18.74 (0.001) | 2,058 (84.7) | 27.7 | 69.48 (< 0.001) | 804 (49.3) | 38.9 | 21.15 (< 0.001) |
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Yes | 44 (4.5) | 32.8 | 413 (15.3) | 41.2 | 788 (50.7) | 46.2 | ||||
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Self-care problem | No | 1,068 (99.3) | 19.1 | 1.55 (0.281) | 2,393 (97.1) | 29.0 | 8.52 (0.012) | 1,348 (84.4) | 41.4 | 8.48 (0.021) |
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Yes | 7 (0.7) | 28.8 | 78 (2.9) | 39.0 | 244 (15.6) | 48.1 | ||||
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Usual activity problem | No | 1,051 (97.5) | 19.0 | 6.36 (0.038) | 2,228 (91.2) | 28.4 | 35.61 (< 0.001) | 1,062 (66.5) | 40.4 | 12.56 (0.006) |
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Yes | 24 (2.5) | 29.1 | 242 (8.8) | 40.8 | 530 (33.5) | 46.6 | ||||
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Pain/discomfort | No | 909 (84.0) | 18.4 | 13.12 (0.003) | 1,858 (77.3) | 28.6 | 4.80 (0.060) | 857 (54.0) | 40.6 | 6.04 (0.035) |
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Yes | 166 (16.0) | 24.0 | 612 (22.7) | 31.3 | 735 (46.0) | 44.5 | ||||
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Anxiety/depression | No | 987 (91.8) | 19.0 | 0.29 (0.646) | 2,145 (87.8) | 28.5 | 16.22 (0.001) | 1,340 (84.5) | 42.4 | 0.11 (0.759) |
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Yes | 88 (8.2) | 20.1 | 325 (12.2) | 35.2 | 252 (15.5) | 41.7 | ||||
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Total energy (kcal/day) | ≥ 3,000 | 102 (12.4) | 14.9 | 22.38 (0.005) | 184 (9.9) | 24.8 | 24.6 (0.002) | 34 (2.1) | 30.4 | 14.10 (0.025) |
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2,000–3,000 | 263 (29.1) | 17.1 | 631 (29.4) | 27.7 | 263 (16.8) | 38.3 | ||||
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1,000–2,000 | 445 (47.9) | 20.3 | 1,204 (52.7) | 30.7 | 1,010 (64.2) | 43.7 | ||||
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< 1,000 | 93 (10.6) | 24.4 | 190 (8.0) | 35.7 | 220 (16.9) | 45.1 | ||||
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Protein (g/kg/day) | ≥ 1.2 | 300 (32.5) | 14.3 | 63.70 (< 0.001) | 656 (31.4) | 25.2 | 54.07 (< 0.001) | 229 (13.9) | 31.2 | 60.60 (< 0.001) |
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0.8–1.2 | 286 (31.5) | 19.5 | 756 (34.4) | 29.1 | 456 (29.1) | 40.6 | ||||
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< 0.8 | 317 (36.0) | 25.1 | 797 (34.2) | 35.0 | 842 (57.0) | 48.0 | ||||
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Vitamin D (ng/mL) | ≥ 20 | 252 (21.5) | 15.6 | 17.42 (< 0.001) | 874 (35.7) | 25.6 | 28.42 (< 0.001) | 568 (38.0) | 34.3 | 71.81 (< 0.001) |
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< 20 | 807 (78.5) | 20.5 | 1,536 (64.3) | 31.1 | 885 (62.0) | 48.3 |
Characteristic | Category (ref.) | 20–39 y (n = 5,802) | 40–64 y (n = 8,265) | Over 65 y (n = 3,901) |
---|---|---|---|---|
Sex | Male (Female) | 1.100 (0.824–1.467) | 1.329* (1.112–1.590) | 3.293** (2.551–4.251) |
Family structure | Single (With family members) | 1.147 (0.789–1.666) | 1.222 (0.872–1.712) | 1.004 (0.775–1.301) |
Residential area | City (Rural) | 1.362 (0.962–1.928) | 1.109 (0.880–1.396) | 1.442* (1.094–1.901) |
SES level | Medium (High) | 1.148 (0.943–1.399) | 1.056 (0.906–1.231) | 1.000 (0.665–1.505) |
Low (High) | 1.304 (0.676–2.513) | 1.002 (0.824–1.219) | 0.837 (0.552–1.268) | |
Current smoking | Yes (No) | 1.138 (0.878–1.475) | 0.848 (0.707–1.016) | 0.613* (0.453–0.831) |
Drinking (time) | 1–4/mo (< 1/mo) | 0.983 (0.792–1.218) | 0.875 (0.749–1.021) | 0.749* (0.577–0.973) |
≥ 2/wk | 0.937 (0.724–1.212) | 0.946 (0.791–1.132) | 0.811 (0.612–1.075) | |
Physical activity | Medium (High) | 1.275 (0.997–1.630) | 1.251* (1.052–1.488) | 1.364* (1.039–1.792) |
Low (High) | 1.338* (1.060–1.689) | 1.327* (1.118–1.576) | 1.440* (1.076–1.926) | |
Metabolic syndrome | ||||
Blood pressure | High (Low) | 1.738** (1.335–2.263) | 1.476** (1.291–1.688) | 1.549** (1.249–1.921) |
Waist circumference | AO (Not AO) | 4.236** (3.398–5.281) | 3.186** (2.731–3.716) | 4.705** (3.753–5.898) |
Fasting glucose | High (Low) | 1.092 (0.806–1.480) | 1.174* (1.010–1.364) | 1.234* (1.010–1.508) |
Triglyceride | High (Low) | 1.683** (1.322–2.144) | 1.329** (1.138–1.550) | 1.375* (1.108–1.704) |
HDL cholesterol | Low (High) | 0.819 (0.657–1.022) | 1.046 (0.896–1.221) | 0.929 (0.754–1.145) |
Osteoarthritis | Yes (No) | 0.933 (0.495–1.757) | 1.046 (0.864–1.266) | 1.323* (1.066–1.642) |
Fall experience | Yes (No) | 1.039 (0.511–2.115) | 0.871 (0.511–1.485) | 2.048* (1.118–3.748) |
Depression | Yes (No) | 1.013 (0.740–1.387) | 0.959 (0.779–1.180) | 1.262 (0.955–1.669) |
Stress | Many (Less) | 1.202 (0.983–1.469) | 0.977 (0.832–1.148) | 0.952 (0.732–1.238) |
Suicidal ideation | Yes (No) | 1.015 (0.744–1.385) | 1.362* (1.125–1.650) | 0.785 (0.591–1.043) |
Perceived health status | Fair (Good) | 1.043 (0.853–1.275) | 1.154 (0.988–1.349) | 0.954 (0.754–1.207) |
Poor (Good) | 1.073 (0.819–1.405) | 1.258* (1.036–1.527) | 1.175 (0.911–1.515) | |
Quality of life | ||||
Mobility problem | Yes (No) | 1.373 (0.779–2.418) | 1.288* (1.020–1.627) | 1.053 (0.815–1.361) |
Self-care problem | Yes (No) | 1.284 (0.373–4.428) | 0.774 (0.497–1.206) | 1.282 (0.904–1.819) |
Usual activity problem | Yes (No) | 0.891 (0.395–2.006) | 1.345 (0.996–1.817) | 1.330* (1.005–1.759) |
Pain/discomfort | Yes (No) | 1.183 (0.901–1.555) | 0.782* (0.646–0.948) | 0.875 (0.685–1.118) |
Anxiety/depression | Yes (No) | 1.016 (0.710–1.453) | 0.944 (0.749–1.190) | 1.028 (0.776–1.363) |
Total energy (kcal/day) | 2,000–3,000 (≥ 3,000) | 1.303 (0.909–1.869) | 1.297* (1.002–1.679) | 1.050 (0.561–1.966) |
1,000–2,000 (≥ 3,000) | 1.761* (1.101–2.819) | 1.462* (1.095–1.953) | 1.255 (0.666–2.366) | |
< 1,000 (≥ 3,000) | 2.153* (1.141–4.065) | 1.629* (1.079–2.460) | 1.310 (0.630–2.722) | |
Protein (g/day) | 0.8–1.2 (≥ 1.2) | 1.047 (0.796–1.377) | 0.891 (0.738–1.077) | 1.371 (0.995–1.888) |
< 0.8 (≥ 1.2) | 1.059 (0.744–1.505) | 0.920 (0.735–1.153) | 1.445* (1.026–2.033) | |
Vitamin D (ng/mL) | < 20 (≥ 20) | 1.290* (1.034–1.609) | 1.381** (1.182–1.615) | 1.677** (1.375–2.044) |
Characteristic | 20–39 y (n = 5,802) | 40–64 y (n = 8,265) | Over 65 y (n = 3,901) | χ2 | |
---|---|---|---|---|---|
Sex | Female | 3,306 (47.6) | 4,657 (49.4) | 2,259 (59.7) | 108.50 |
Male | 2,496 (52.4) | 3,608 (50.6) | 1,642 (40.3) | ||
Family structure | With family members | 5,561 (94.9) | 7,902 (96.5) | 3,200 (84.1) | 527.60 |
Single | 238 (5.1) | 349 (3.5) | 693 (15.9) | ||
Residential area | Rural | 773 (12.0) | 2,002 (22.0) | 1,566 (36.1) | 707.23 |
City | 5,029 (88.0) | 6,263 (78.0) | 2,335 (63.9) | ||
SES level | High | 3,711 (62.9) | 3,457 (43.5) | 265 (6.2) | 5,210.64 |
Medium | 1,899 (35.1) | 2,798 (35.9) | 935 (26.2) | ||
Low | 106 (2.0) | 1,869 (20.6) | 2,562 (67.6) | ||
Current smoking | Yes | 1,623 (33.1) | 1,786 (25.7) | 548 (14.8) | 316.87 |
Drinking (time) | < 1/mo | 2,012 (31.7) | 3,637 (40.6) | 2,521 (66.8) | 1,154.29 |
1–4/mo | 2,536 (46.0) | 2,563 (32.0) | 583 (14.8) | ||
≥ 2/wk | 1,206 (22.3) | 1,998 (27.4) | 723 (18.4) | ||
Physical activity | High | 1,541 (28.9) | 2,584 (31.7) | 861 (20.6) | 126.60 |
Medium | 1,985 (34.8) | 2,577 (31.0) | 1,340 (35.2) | ||
Low | 2,254 (36.3) | 3,053 (37.3) | 1,630 (44.2) | ||
Metabolic syndrome | |||||
Blood pressure | Low | 4,946 (83.5) | 4,591 (56.2) | 1,103 (27.6) | 2,798.59 |
High | 856 (16.5) | 3,673 (43.8) | 2,796 (72.4) | ||
Waist circumference | Not AO | 4,574 (79.9) | 4,942 (62.1) | 1,997 (49.5) | 981.74 |
AO | 1,205 (20.1) | 3,299 (37.9) | 1,889 (50.5) | ||
Fasting glucose | Low | 5,060 (89.2) | 5,429 (66.9) | 1,954 (53.2) | 1,584.35 |
High | 621 (10.8) | 2,654 (33.1) | 1,635 (46.8) | ||
Triglyceride | Low | 4,583 (79.3) | 5,186 (63.2) | 2,110 (58.1) | 607.96 |
High | 1,104 (20.7) | 2,905 (36.8) | 1,467 (41.9) | ||
HDL cholesterol | High | 4,395 (78.7) | 5,362 (68.2) | 1,907 (52.9) | 576.36 |
Low | 1,292 (21.3) | 2,729 (31.8) | 1,670 (47.1) | ||
Osteoarthritis | Yes | 110 (1.9) | 1,176 (12.2) | 1,344 (35.3) | 2,039.79 |
Fall experience | Yes | 58 (1.1) | 116 (1.5) | 109 (2.5) | 23.80 |
Depression | Yes | 678 (11.5) | 1,184 (13.9) | 674 (17.8) | 62.39 |
Stress | Many | 1,993 (34.0) | 2,199 (26.6) | 855 (22.9) | 152.28 |
Suicidal ideation | Yes | 785 (13.1) | 1,233 (14.6) | 938 (25.7) | 222.28 |
Perceived health status | Good | 2,520 (44.3) | 3,196 (38.1) | 1,225 (32.8) | 718.73 |
Fair | 2,508 (42.9) | 3,286 (42.1) | 1,140 (29.7) | ||
Poor | 750 (12.8) | 1,735 (19.8) | 1,473 (37.5) | ||
Quality of life | Mobility problem | 151 (2.6) | 1,006 (10.8) | 1,733 (46.4) | 3,211.35 |
Self-care problem | 26 (0.4) | 194 (2.2) | 525 (13.7) | 1,118.47 | |
Usual activity problem | 94 (1.7) | 578 (6.3) | 1,138 (30.4) | 2,135.31 | |
Pain/discomfort | 758 (12.7) | 1,868 (21.1) | 1,690 (43.7) | 1,038.20 | |
Anxiety/depression | 450 (7.8) | 894 (10.1) | 618 (15.7) | 124.68 | |
Total energy (kcal/day) | ≥ 3,000 | 656 (15.6) | 715 (11.7) | 111 (2.9) | 624.26 |
2,000–3,000 | 1,525 (32.0) | 2,233 (31.2) | 698 (18.7) | ||
1,000–2,000 | 2,316 (44.2) | 3,834 (50.5) | 2,324 (62.0) | ||
< 1,000 | 407 (8.2) | 502 (6.6) | 517 (15.9) | ||
Protein (g/kg/day) | ≥ 1.2 | 2,086 (42.8) | 2,561 (36.6) | 726 (19.0) | 606.37 |
0.8–1.2 | 1,524 (30.3) | 2,545 (34.7) | 1,143 (30.5) | ||
< 0.8 | 1,294 (26.9) | 2,178 (28.7) | 1,781 (50.5) | ||
Vitamin D (ng/mL) | ≥ 20 | 1,574 (26.5) | 3,314 (40.2) | 1,736 (46.4) | 443.73 |
< 20 | 4,113 (73.5) | 4,764 (59.8) | 1,813 (53.6) | ||
Sarcopenia | 1,080 (19.2) | 2,484 (29.1) | 1,619 (42.3) | 532.72 |
Characteristic | Category | 20–39 y (n = 5,802) | 40–64 y (n = 8,265) | Over 65 y (n = 3,901) | ||||||
---|---|---|---|---|---|---|---|---|---|---|
|
|
| ||||||||
n (%) | W % | χ2 | n (%) | W % | χ2 | n (%) | W % | χ2 | ||
Sex | Female | 565 (43.9) | 17.7 | 7.42 (0.020) | 1,441 (52.2) | 30.8 | 10.94 (0.006) | 920 (59.1) | 41.8 | 0.45 (0.566) |
| ||||||||||
Male | 515 (56.1) | 20.5 | 1,043 (47.8) | 27.5 | 699 (40.9) | 42.9 | ||||
| ||||||||||
Family structure | With family members | 1,038 (95.1) | 19.2 | 0.15 (0.747) | 2,354 (95.7) | 28.9 | 5.60 (0.039) | 1,340 (84.3) | 42.4 | 0.13 (0.746) |
| ||||||||||
Single | 41 (4.9) | 18.3 | 127 (4.3) | 35.3 | 275 (15.7) | 41.6 | ||||
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Residential area | Rural | 118 (10.2) | 16.2 | 4.39 (0.128) | 568 (21.5) | 28.5 | 0.46 (0.717) | 529 (29.5) | 34.5 | 54.72 (< 0.001) |
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City | 962 (89.8) | 19.6 | 1,916 (78.5) | 29.3 | 1,090 (70.5) | 46.7 | ||||
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SES level | High | 667 (59.1) | 18.0 | 13.96 (0.012) | 945 (39.6) | 26.5 | 31.09 (< 0.001) | 125 (6.6) | 45.0 | 7.15 (0.126) |
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Medium | 372 (37.9) | 20.7 | 843 (36.3) | 29.5 | 427 (28.2) | 45.5 | ||||
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Low | 26 (3.1) | 29.5 | 651 (24.0) | 34.0 | 1,008 (65.2) | 40.8 | ||||
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Current smoking | No | 729 (63.5) | 18.2 | 7.07 (0.029) | 1,974 (76.6) | 30.1 | 9.26 (0.015) | 1,420 (89.3) | 44.4 | 36.88 (< 0.001) |
| ||||||||||
Yes | 347 (36.5) | 21.1 | 495 (23.4) | 26.6 | 172 (10.7) | 30.7 | ||||
| ||||||||||
Drinking (time) | < 1/mo | 361 (30.7) | 18.5 | 8.81 (0.031) | 1,154 (43.9) | 31.5 | 16.75 (0.002) | 1,089 (69.7) | 44.1 | 15.85 (0.006) |
| ||||||||||
1–4/mo | 457 (43.6) | 18.1 | 726 (29.4) | 26.8 | 246 (14.7) | 42.1 | ||||
| ||||||||||
≥ 2/week | 249 (25.6) | 21.9 | 580 (26.6) | 28.3 | 252 (15.6) | 35.8 | ||||
| ||||||||||
Physical activity | High | 251 (24.8) | 16.5 | 15.87 (0.006) | 641 (26.1) | 24.0 | 53.20 (< 0.001) | 265 (15.4) | 31.6 | 49.73 (< 0.001) |
| ||||||||||
Medium | 369 (34.3) | 18.9 | 808 (32.3) | 30.4 | 582 (36.3) | 43.6 | ||||
| ||||||||||
Low | 456 (40.9) | 21.6 | 1,020 (41.6) | 32.6 | 745 (48.4) | 46.4 | ||||
| ||||||||||
Metabolic syndrome | ||||||||||
| ||||||||||
Blood pressure | Low | 813 (73.3) | 16.8 | 105.13 (<0.001) | 1,123 (45.3) | 23.5 | 161.52 (< 0.001) | 340 (20.1) | 30.9 | 79.69 (< 0.001) |
| ||||||||||
High | 267 (26.7) | 31.1 | 1,361 (54.7) | 36.3 | 1,279 (79.9) | 46.7 | ||||
| ||||||||||
Waist circumference | Not AO | 589 (54.1) | 13.0 | 568.38 (< 0.001) | 967 (40.2) | 18.8 | 689.44 (< 0.001) | 520 (29.7) | 25.4 | 446.20 (< 0.001) |
| ||||||||||
AO | 486 (45.9) | 43.8 | 1,507 (59.8) | 45.9 | 1,095 (70.3) | 58.9 | ||||
| ||||||||||
Fasting glucose | Low | 884 (84.0) | 18.1 | 39.02 (< 0.001) | 1,432 (58.5) | 25.3 | 103.69 (< 0.001) | 676 (44.7) | 35.5 | 74.84 (< 0.001) |
| ||||||||||
High | 174 (16.0) | 28.6 | 980 (41.5) | 36.2 | 803 (55.3) | 49.8 | ||||
| ||||||||||
Triglyceride | Low | 716 (65.3) | 15.8 | 162.86 (< 0.001) | 1,319 (53.1) | 24.3 | 142.91 (< 0.001) | 740 (49.9) | 36.0 | 72.49 (< 0.001) |
| ||||||||||
High | 343 (34.7) | 32.2 | 1,098 (46.9) | 36.8 | 731 (50.1) | 50.2 | ||||
| ||||||||||
HDL cholesterol | High | 761 (73.2) | 17.8 | 25.09 (< 0.001) | 1,418 (60.8) | 25.8 | 83.37 (< 0.001) | 695 (48.0) | 38.1 | 24.67 (< 0.001) |
| ||||||||||
Low | 298 (26.8) | 24.2 | 999 (39.2) | 35.6 | 776 (52.0) | 46.3 | ||||
| ||||||||||
Osteoarthritis | No | 1,053 (97.8) | 19.0 | 0.70 (0.476) | 2,047 (84.7) | 28.2 | 29.84 (< 0.001) | 954 (59.5) | 38.9 | 34.44 (< 0.001) |
| ||||||||||
Yes | 22 (2.2) | 22.2 | 427 (15.3) | 36.5 | 647 (40.5) | 48.6 | ||||
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Fall experience | No | 1,067 (98.8) | 19.2 | 0.03 (0.871) | 2,443 (98.5) | 29.1 | 0.06 (0.833) | 1,553 (96.5) | 41.8 | 12.68 (0.002) |
| ||||||||||
Yes | 13 (1.2) | 20.0 | 41 (1.5) | 30.1 | 66 (3.5) | 59.8 | ||||
| ||||||||||
Depression | No | 949 (87.7) | 19.0 | 0.75 (0.416) | 2,067 (83.9) | 28.4 | 14.51 (0.001) | 1,344 (84.1) | 43.3 | 6.93 (0.029) |
| ||||||||||
Yes | 127 (12.3) | 20.4 | 404 (16.1) | 34.0 | 248 (15.9) | 37.8 | ||||
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Stress | Less | 664 (60.2) | 17.5 | 20.42 (< 0.001) | 1,775 (71.6) | 28.5 | 5.59 (0.051) | 1,261 (78.9) | 43.4 | 5.27 (0.065) |
| ||||||||||
Many | 412 (39.8) | 22.4 | 697 (28.4) | 31.2 | 331 (21.1) | 39.0 | ||||
| ||||||||||
Suicidal ideation | No | 922 (85.8) | 18.9 | 1.43 (0.313) | 2,029 (81.8) | 27.9 | 35.99 (< 0.001) | 1,234 (76.5) | 43.6 | 7.51 (0.038) |
| ||||||||||
Yes | 154 (14.2) | 20.7 | 440 (18.2) | 36.5 | 357 (23.5) | 38.6 | ||||
| ||||||||||
Perceived health status | Good | 399 (38.2) | 16.5 | 25.82 (< 0.001) | 826 (32.4) | 24.8 | 70.25 (< 0.001) | 476 (31.4) | 40.6 | 6.80 (0.098) |
| ||||||||||
Fair | 511 (45.7) | 20.4 | 1,009 (43.0) | 29.8 | 467 (28.6) | 40.8 | ||||
| ||||||||||
Poor | 165 (16.2) | 24.1 | 636 (24.6) | 36.4 | 651 (39.9) | 45.0 | ||||
| ||||||||||
Quality of life | ||||||||||
| ||||||||||
Mobility problem | No | 1,031 (95.5) | 18.8 | 18.74 (0.001) | 2,058 (84.7) | 27.7 | 69.48 (< 0.001) | 804 (49.3) | 38.9 | 21.15 (< 0.001) |
| ||||||||||
Yes | 44 (4.5) | 32.8 | 413 (15.3) | 41.2 | 788 (50.7) | 46.2 | ||||
| ||||||||||
Self-care problem | No | 1,068 (99.3) | 19.1 | 1.55 (0.281) | 2,393 (97.1) | 29.0 | 8.52 (0.012) | 1,348 (84.4) | 41.4 | 8.48 (0.021) |
| ||||||||||
Yes | 7 (0.7) | 28.8 | 78 (2.9) | 39.0 | 244 (15.6) | 48.1 | ||||
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Usual activity problem | No | 1,051 (97.5) | 19.0 | 6.36 (0.038) | 2,228 (91.2) | 28.4 | 35.61 (< 0.001) | 1,062 (66.5) | 40.4 | 12.56 (0.006) |
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Yes | 24 (2.5) | 29.1 | 242 (8.8) | 40.8 | 530 (33.5) | 46.6 | ||||
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Pain/discomfort | No | 909 (84.0) | 18.4 | 13.12 (0.003) | 1,858 (77.3) | 28.6 | 4.80 (0.060) | 857 (54.0) | 40.6 | 6.04 (0.035) |
| ||||||||||
Yes | 166 (16.0) | 24.0 | 612 (22.7) | 31.3 | 735 (46.0) | 44.5 | ||||
| ||||||||||
Anxiety/depression | No | 987 (91.8) | 19.0 | 0.29 (0.646) | 2,145 (87.8) | 28.5 | 16.22 (0.001) | 1,340 (84.5) | 42.4 | 0.11 (0.759) |
| ||||||||||
Yes | 88 (8.2) | 20.1 | 325 (12.2) | 35.2 | 252 (15.5) | 41.7 | ||||
| ||||||||||
Total energy (kcal/day) | ≥ 3,000 | 102 (12.4) | 14.9 | 22.38 (0.005) | 184 (9.9) | 24.8 | 24.6 (0.002) | 34 (2.1) | 30.4 | 14.10 (0.025) |
| ||||||||||
2,000–3,000 | 263 (29.1) | 17.1 | 631 (29.4) | 27.7 | 263 (16.8) | 38.3 | ||||
| ||||||||||
1,000–2,000 | 445 (47.9) | 20.3 | 1,204 (52.7) | 30.7 | 1,010 (64.2) | 43.7 | ||||
| ||||||||||
< 1,000 | 93 (10.6) | 24.4 | 190 (8.0) | 35.7 | 220 (16.9) | 45.1 | ||||
| ||||||||||
Protein (g/kg/day) | ≥ 1.2 | 300 (32.5) | 14.3 | 63.70 (< 0.001) | 656 (31.4) | 25.2 | 54.07 (< 0.001) | 229 (13.9) | 31.2 | 60.60 (< 0.001) |
| ||||||||||
0.8–1.2 | 286 (31.5) | 19.5 | 756 (34.4) | 29.1 | 456 (29.1) | 40.6 | ||||
| ||||||||||
< 0.8 | 317 (36.0) | 25.1 | 797 (34.2) | 35.0 | 842 (57.0) | 48.0 | ||||
| ||||||||||
Vitamin D (ng/mL) | ≥ 20 | 252 (21.5) | 15.6 | 17.42 (< 0.001) | 874 (35.7) | 25.6 | 28.42 (< 0.001) | 568 (38.0) | 34.3 | 71.81 (< 0.001) |
| ||||||||||
< 20 | 807 (78.5) | 20.5 | 1,536 (64.3) | 31.1 | 885 (62.0) | 48.3 |
Characteristic | Category (ref.) | 20–39 y (n = 5,802) | 40–64 y (n = 8,265) | Over 65 y (n = 3,901) |
---|---|---|---|---|
Sex | Male (Female) | 1.100 (0.824–1.467) | 1.329 | 3.293 |
Family structure | Single (With family members) | 1.147 (0.789–1.666) | 1.222 (0.872–1.712) | 1.004 (0.775–1.301) |
Residential area | City (Rural) | 1.362 (0.962–1.928) | 1.109 (0.880–1.396) | 1.442 |
SES level | Medium (High) | 1.148 (0.943–1.399) | 1.056 (0.906–1.231) | 1.000 (0.665–1.505) |
Low (High) | 1.304 (0.676–2.513) | 1.002 (0.824–1.219) | 0.837 (0.552–1.268) | |
Current smoking | Yes (No) | 1.138 (0.878–1.475) | 0.848 (0.707–1.016) | 0.613 |
Drinking (time) | 1–4/mo (< 1/mo) | 0.983 (0.792–1.218) | 0.875 (0.749–1.021) | 0.749 |
≥ 2/wk | 0.937 (0.724–1.212) | 0.946 (0.791–1.132) | 0.811 (0.612–1.075) | |
Physical activity | Medium (High) | 1.275 (0.997–1.630) | 1.251 | 1.364 |
Low (High) | 1.338 | 1.327 | 1.440 | |
Metabolic syndrome | ||||
Blood pressure | High (Low) | 1.738 | 1.476 | 1.549 |
Waist circumference | AO (Not AO) | 4.236 | 3.186 | 4.705 |
Fasting glucose | High (Low) | 1.092 (0.806–1.480) | 1.174 | 1.234 |
Triglyceride | High (Low) | 1.683 | 1.329 | 1.375 |
HDL cholesterol | Low (High) | 0.819 (0.657–1.022) | 1.046 (0.896–1.221) | 0.929 (0.754–1.145) |
Osteoarthritis | Yes (No) | 0.933 (0.495–1.757) | 1.046 (0.864–1.266) | 1.323 |
Fall experience | Yes (No) | 1.039 (0.511–2.115) | 0.871 (0.511–1.485) | 2.048 |
Depression | Yes (No) | 1.013 (0.740–1.387) | 0.959 (0.779–1.180) | 1.262 (0.955–1.669) |
Stress | Many (Less) | 1.202 (0.983–1.469) | 0.977 (0.832–1.148) | 0.952 (0.732–1.238) |
Suicidal ideation | Yes (No) | 1.015 (0.744–1.385) | 1.362 | 0.785 (0.591–1.043) |
Perceived health status | Fair (Good) | 1.043 (0.853–1.275) | 1.154 (0.988–1.349) | 0.954 (0.754–1.207) |
Poor (Good) | 1.073 (0.819–1.405) | 1.258 | 1.175 (0.911–1.515) | |
Quality of life | ||||
Mobility problem | Yes (No) | 1.373 (0.779–2.418) | 1.288 | 1.053 (0.815–1.361) |
Self-care problem | Yes (No) | 1.284 (0.373–4.428) | 0.774 (0.497–1.206) | 1.282 (0.904–1.819) |
Usual activity problem | Yes (No) | 0.891 (0.395–2.006) | 1.345 (0.996–1.817) | 1.330 |
Pain/discomfort | Yes (No) | 1.183 (0.901–1.555) | 0.782 | 0.875 (0.685–1.118) |
Anxiety/depression | Yes (No) | 1.016 (0.710–1.453) | 0.944 (0.749–1.190) | 1.028 (0.776–1.363) |
Total energy (kcal/day) | 2,000–3,000 (≥ 3,000) | 1.303 (0.909–1.869) | 1.297 | 1.050 (0.561–1.966) |
1,000–2,000 (≥ 3,000) | 1.761 | 1.462 | 1.255 (0.666–2.366) | |
< 1,000 (≥ 3,000) | 2.153 | 1.629 | 1.310 (0.630–2.722) | |
Protein (g/day) | 0.8–1.2 (≥ 1.2) | 1.047 (0.796–1.377) | 0.891 (0.738–1.077) | 1.371 (0.995–1.888) |
< 0.8 (≥ 1.2) | 1.059 (0.744–1.505) | 0.920 (0.735–1.153) | 1.445 | |
Vitamin D (ng/mL) | < 20 (≥ 20) | 1.290 | 1.381 | 1.677 |
Values are presented number of unweighted sample size (weighted percent) the discrepancy between number and total number is due to missing value. SES, socioeconomic status; AO, abdominal obesity; HDL, high density lipoprotein. Rao-Scott χ2-test;
n, unweighted sample size; W %, weighted percent; SES, socioeconomic status; AO, abdominal obesity; HDL, high density lipoprotein. The discrepancy between number and total number is due to missing value; Rao-Scott χ2-test.
Values are presented as odds ratio (95% confidence interval). n, unweighted sample size; SES, socioeconomic status; AO, abdominal obesity; HDL, high density lipoprotein. All data were weighted to the residential population of Korea.