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. 2023 Jul 6;11:1170792. doi: 10.3389/fpubh.2023.1170792

Table 4.

Baseline characteristics (CHARLS Waves 2011) classified according to quartiles of the subsequent onset of T2DM in 2015 (N, %).

Variables All participants Q1 Q2 Q3 Q4 t/χ2 p-value
Participants 5,479 1,371 1,375 1,365 1,368
Age (years) 58.56 ± 9.09 56.60 ± 8.76 58.18 ± 8.86 59.06 ± 9.15 60.39 ± 9.15 42.805 0.000
Age groups (years) 113.785 0.000
45–54 1921 (35.06) 598 (43.62) 505 (36.73) 440 (32.23) 378 (27.63)
55–64 2,180 (39.79) 523 (38.15) 544 (39.56) 554 (40.59) 559 (40.86)
65–74 1,089 (19.88) 203 (14.80) 270 (19.64) 288 (21.10) 328 (23.98)
≥75 289 (5.27) 47 (3.43) 56 (4.07) 83 (6.08) 103 (7.53)
Sex 853.616 0.000.
Male 2,478 (45.23) 264 (19.26) 487 (35.42) 753 (55.16) 974 (71.20)
Female 3,001 (54.77) 1,107 (80.74) 888 (64.58) 612 (44.84) 394 (28.80)
Education level 109.253 0.000
Illiteracy 1,562 (28.51) 488 (35.60) 432 (31.42) 373 (27.32) 269 (19.67)
Below primary school 3,440 (62.78) 786 (57.33) 840 (61.09) 868 (63.59) 946 (69.15)
Senior high school 340 (6.21) 79 (5.76) 78 (5.67) 85 (6.23) 98 (7.16)
Above technical school 137 (2.50) 18 (1.31) 25 (1.82) 39 (2.86) 55 (4.02)
Marital status
Single 611 (11.15) 149 (10.87) 157 (11.42) 164 (12.01) 141 (10.31) 2.221 0.528
Married 4,868 (88.85) 1,222 (89.13) 1,218 (88.58) 1,201 (87.99) 1,227 (89.69)
Current residence 23.449 0.000
Countryside 5,153 (94.05) 1,316 (95.99) 1,302 (94.69) 1,280 (93.77) 1,255 (91.74)
City 326 (5.95) 55 (4.01) 73 (5.31) 85 (6.23) 113 (8.26)
Smoking status 426.219 0.000
Non-smoking 3,398 (62.02) 1,084 (79.07) 953 (69.31) 761 (55.75) 600 (43.86)
Former smoking 431 (7.87) 47 (3.43) 77 (5.60) 121 (8.87) 186 (13.60)
Current smoking 1,650 (30.11) 240 (17.50) 345 (25.09) 483 (35.38) 582 (42.54)
Alcohol consumption 299.538 0.000
No 3,694 (67.42) 1,103 (80.45) 1,004 (73.02) 847 (62.05) 740 (54.09)
Less 434 (7.92) 84 (6.13) 104 (7.56) 146 (10.70) 100 (7.31)
More 1,351 (24.66) 184 (13.42) 267 (19.42) 372 (27.25) 528 (38.60)
Social interaction 11.376 0.010
No 2,733 (49.88) 721 (52.59) 691 (50.25) 688 (50.40) 633 (46.27)
Yes 2,746 (50.12) 650 (47.41) 684 (49.75) 677 (49.60) 735 (53.73)
Physical activity 9.307 0.157
No 3,314 (60.49) 795 (57.99) 847 (61.60) 851 (62.34) 821 (60.01)
Not regular 1,108 (20.22) 308 (22.46) 261 (18.98) 269 (19.71) 270 (19.74)
Regular 1,057 (19.29) 268 (19.55) 267 (19.42) 245 (17.95) 277 (20.25)
Chronic disease groups 7.036 0.318
0 1817 (33.16) 480 (35.01) 468 (34.04) 432 (31.65) 437 (31.94)
1–2 2,791 (50.94) 694 (50.62) 682 (49.60) 712 (52.16) 703 (51.39)
3–14 871 (15.90) 197 (14.37) 225 (16.36) 221 (16.19) 228 (16.67)
BMI (kg/m2) 23.45 ± 3.80 23.02 ± 3.57 23.27 ± 3.72 23.63 ± 3.83 23.86 ± 4.00 13.318 0.000
BMI categories 42.637 0.000
<18.5 342 (6.24) 103 (7.51) 99 (7.20) 67 (4.91) 73 (5.34)
18.5–24 2,982 (54.43) 799 (58.28) 755 (54.91) 723 (52.97) 705 (51.53)
24–28 1,563 (28.53) 352 (25.68) 389 (28.29) 417 (30.55) 405 (29.61)
≥28 592 (10.80) 117 (8.53) 132 (9.60) 158 (11.57) 185 (13.52)
T2DM 18.497 0.000
No 4,783 (87.30) 1,228 (89.57) 1,212 (88.15) 1,190 (87.18) 1,153 (84.28)
Yes 696 (12.70) 143 (10.43) 163 (11.85) 175 (12.82) 215 (15.72)

CHARLS, China Health and Retirement Longitudinal Study; T2DM, type 2 diabetes mellitus; BMI, body mass index; SUA, serum uric acid. The cutoff values baseline of SUA in 2011 for those people diagnosed with T2DM in 2015: <3.524 mg/dL, 3.524 to < 4.224 mg/dL, 4.224 to < 5.055 mg/dL, ≥5.055 mg/dL.