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Observational Study
Copyright ©The Author(s) 2025.
World J Diabetes. Sep 15, 2025; 16(9): 108480
Published online Sep 15, 2025. doi: 10.4239/wjd.v16.i9.108480
Table 1 Characteristics of young adults aged 20-39 years in 2008 in Taiwan
Family income
Low income (n = 4089530)
Middle income (n = 2403286)
High income (n = 857452)
P value
Age groups (years)
20-261472366 (36.0)581685 (24.2)240454 (28.0)< 0.001
27-331508413 (36.9)1120116 (46.6)211102 (24.6)< 0.001
34-391108751 (27.1)701485 (29.2)405896 (47.3)< 0.001
Age (years)29.2 (5.6)30.2 (5.1)31.2 (6.1)< 0.001
Sex< 0.001
Male2027489 (49.6)1178843 (49.1)484829 (56.5)
Female2062041 (50.4)1224443 (50.9)372623 (43.5)
Family income, NTD per months
Income (NTD)14642 (8104)32302 (6690)62268 (19043)< 0.001
Comorbidity
Overweight1909 (0)1115 (0)307 (0)0.001
Obesity7468 (0.2)4571 (0.2)1746 (0.2)0.001
Severe obesity1758 (0)958 (0)306 (0)0.014
Smoking23634 (0.6)11889 (0.5)3588 (0.4)< 0.001
Alcohol16724 (0.4)3722 (0.2)815 (0.1)< 0.001
Hypertension50019 (1.2)31337 (1.3)14360 (1.7)< 0.001
Gout63456 (1.6)43384 (1.8)19583 (2.3)< 0.001
Psychotic disorders85271 (2.1)25667 (1.1)8480 (1.0)< 0.001
Charlson Comorbidity Index score1.3 (0.8)1.2 (0.7)1.2 (0.6)< 0.001
Frequency of outpatients visits per year23 (24.2)22.3 (21.3)21.4 (20.6)< 0.001
Follow-up (years)8.0 (0.4)8.0 (0.3)8.0 (0.3)< 0.001
Table 2 Risk of all-cause mortality and diabetes incidence among young adults aged 20-39 years in 2008 in Taiwan by family income group
CaseIncidence rate per 1000 person-years
Crude model
Adjusted model
HR (95%CI)
P value
HR (95%CI)
P value
Diabetes incidence
Family income groups
Low income1092473.391.11 (1.10-1.13)< 0.0011.46 (1.44-1.48)< 0.001
Middle income588923.101.05 (1.04-1.07)< 0.0011.29 (1.27-1.31)< 0.001
High income195632.88Ref.Ref.
Diabetes incidence from hospitalization
Low income170700.532.14 (2.03-2.25)< 0.0012.75 (2.62-2.90)< 0.001
Middle income62420.331.38 (1.31-1.46)< 0.0011.70 (1.61-1.80)< 0.001
High income15770.23Ref.Ref.
Diabetes incidence from emergency treatment
Low income156260.482.10 (1.99-2.21)< 0.0012.71 (2.57-2.86)< 0.001
Middle income60980.321.41 (1.33-1.49)< 0.0011.73 (1.63-1.83)< 0.001
High income15340.23Ref.Ref.
Diabetes incidence from outpatients
Low income921772.861.02 (1.01-1.04)< 0.0011.35 (1.33-1.37)< 0.001
Middle income526502.771.02 (1.01-1.04)< 0.0011.25 (1.23-1.27)< 0.001
High income179862.65Ref.Ref.
All-cause mortality
Low income489091.502.40 (2.32-2.48)< 0.0012.79 (2.70-2.88)< 0.001
Middle income151310.791.36 (1.32-1.41)< 0.0011.59 (1.53-1.65)< 0.001
High income38720.57Ref.Ref.