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. 2021 Apr 5;31(4):249–258. doi: 10.2188/jea.JE20190328

Table 1. Baseline characteristics of Korean adults according to development of metabolic syndrome.

  MetS
(n = 2,336)
Non-MetS
(n = 3,293)
P value
Men (n = 2,884)      
n (%) 1,122 (38.9) 1,762 (61.1)  
Age, years 51.1 (8.3) 51.1 (8.9) 0.918
Area of residence, n (%)     <0.0001
 Rural, Ansung 549 (48.9) 718 (40.7)  
 Urban, Ansan 573 (51.1) 1,044 (59.3)  
Household income, n (%)     0.811
 <$890/month 301 (26.8) 463 (26.3)  
 $890 to <$1,780 346 (30.8) 532 (30.2)  
 $1,780 to <$2,670 220 (19.6) 372 (21.1)  
 ≥$2,670 255 (22.8) 395 (22.4)  
Education level, n (%)     0.400
 ≤6 years 207 (18.5) 348 (19.8)  
 7 to ≤12 years 671 (59.8) 1,009 (57.2)  
 >12 years 244 (21.7) 405 (23.0)  
Smoking status, n (%)     0.006
 Never smokers 199 (17.7) 384 (21.8)  
 Former smokers 324 (28.9) 534 (30.3)  
 Current smokers 599 (53.4) 844 (47.9)  
Physical activity      
 MET, hours/day 24.8 (15.8) 24.4 (15.4) 0.502
BMI, kg/m2 24.6 (2.5) 22.9 (2.6) <0.0001
Alcohol intake, %     <0.0001
 Never 211 (18.8) 297 (16.9)  
 Light 369 (32.9) 781 (44.3)  
 Moderate 334 (29.8) 449 (25.5)  
 Heavy 208 (18.5) 235 (13.3)  
Total energy intake, kcal/day 2,065 (753) 2,000 (616) 0.015
Percent from energy, %      
 Carbohydrates 70.4 (7.3) 70.6 (6.9) 0.344
 Protein 13.9 (2.4) 13.7 (5.1) 0.163
 Fat 15.8 (5.4) 15.7 (5.1) 0.508
Food intake, servings/day      
 Fruits 2.5 (2.3) 2.6 (2.1) 0.107
 Meat 0.7 (0.7) 0.6 (0.5) 0.003
 Refined grains 2.3 (1.6) 2.2 (1.5) 0.031
 Whole grains 1.6 (1.5) 1.7 (1.4) 0.117
 Dairy 0.5 (0.6) 0.6 (0.6) 0.074

Women (n = 2,745)      
n (%) 1,214 (44.2) 1,531 (55.8)  
Age, years 53.1 (8.7) 48.3 (7.9) <0.0001
Area of residence, n (%)     <0.0001
 Rural, Ansung 724 (59.6) 495 (32.3)  
 Urban, Ansan 490 (40.4) 1,036 (67.7)  
Household income, n (%)     <0.0001
 <$890/month 529 (43.6) 389 (25.4)  
 $890 to <$1,780 370 (30.5) 469 (30.6)  
 $1,780 to <$2,670 174 (14.3) 357 (23.3)  
 ≥$2,670 141 (11.6) 316 (20.7)  
Education level, n (%)     <0.0001
 ≤6 years 568 (46.8) 401 (26.2)  
 7 to ≤12 years 584 (48.1) 977 (63.8)  
 >12 years 62 (5.1) 153 (10.0)  
Smoking status, n (%)     0.621
 Never smokers 1,162 (95.7) 1,464 (95.6)  
 Former smokers 14 (1.2) 13 (0.9)  
 Current smokers 38 (3.1) 54 (3.5)  
Physical activity      
 MET, hours/day 23.7 (15.1) 20.7 (13.1) <0.0001
BMI, kg/m2 25.0 (3.0) 23.3 (2.8) <0.0001
Alcohol intake, %     <0.0001
 Never 753 (62.0) 806 (52.7)  
 Light 414 (34.1) 662 (43.2)  
 Moderate 36 (3.0) 42 (2.7)  
 Heavy 11 (0.9) 21 (1.4)  
Total energy intake, kcal/day 1,912 (785) 1,901 (696) 0.692
Percent from energy, %      
 Carbohydrates 73.1 (7.2) 71.3 (7.1) <0.0001
 Protein 13.4 (2.3) 13.8 (2.3) <0.0001
 Fat 13.5 (5.4) 14.9 (5.3) <0.0001
Food intake, servings/day      
 Fruits 3.2 (2.9) 3.5 (2.6) 0.019
 Meat 0.4 (0.5) 0.5 (0.6) 0.016
 Refined grains 1.6 (1.5) 1.4 (1.2) <0.0001
 Whole grains 1.8 (1.4) 1.9 (1.2) 0.013
 Dairy 0.7 (0.7) 0.7 (0.7) 0.001

BMI, body mass index; MET, metabolic equivalent of task; MetS, metabolic syndrome.

Values are n (%) or means (standard deviation).

P values were assessed with Student’s t-test (continuous variables) or chi-square test (categorized variables).