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. 2023 Aug 1;11:1192183. doi: 10.3389/fpubh.2023.1192183

Table 4.

Determinants of biological risk factors for non-communicable diseases.

Variable General obesity Hypertension Diabetes Elevated total cholesterol
AOR (95% CI) AOR (95% CI) AOR (95% CI) AOR (95% CI)
Study year
2007 1 (Reference) 1 (Reference) 1 (Reference) 1 (Reference)
2014 0.37 (0.30, 0.46)*** 1.72 (1.42, 2.09)*** 0.28 (0.19, 0.41)*** 0.17 (0.14, 0.21)***
2019 0.77 (0.65, 0.90)** 1.48 (1.24, 1.76)*** 0.39 (0.25, 0.62)*** 0.14 (0.11, 0.17)***
Age (years)
15–34 1 (Reference) 1 (Reference) 1 (Reference) 1 (Reference)
35–49 2.32 (1.98, 2.73)*** 3.16 (2.69, 3.71)*** 5.76 (2.85, 11.65)*** 2.02 (1.51, 2.70)***
50–74 2.09 (1.72, 2.56)*** 5.62 (4.51, 7.01)*** 14.34 (6.71, 30.65)*** 2.92 (2.13, 3.99)***
Sex
Female subjects 1 (Reference) 1 (Reference) 1 (Reference) 1 (Reference)
Male subjects 0.54 (0.47, 0.61)*** 1.18 (1.01, 1.38)* 0.73 (0.52, 1.04) 0.78 (0.63, 0.96)*
Education (in years)
0 1 (Reference) 1 (Reference) 1 (Reference) 1 (Reference)
1–10 1.08 (0.93, 1.25) 0.91 (0.75, 1.10) 1.88 (1.23, 2.88)** 1.17 (0.94, 1.45)
≥11 1.25 (1.01, 1.54)* 0.85 (0.70, 1.03) 1.82 (0.92, 3.60) 0.93 (0.65, 1.34)
Employment
Non-employed 1 (Reference) 1 (Reference) 1 (Reference) 1 (Reference)
Employed 1.52 (1.26, 1.83)*** 1.37 (1.14, 1.64)*** 1.19 (0.76, 1.87) 1.10 (0.86, 1.40)
Adult household members
0–2 1 (Reference) 1 (Reference) 1 (Reference) 1 (Reference)
3 0.89 (0.75, 106) 0.97 (0.81, 1.16) 0.97 (0.69, 1.37) 1.02 (0.81, 1.21)
4 or more 0.86 (0.72, 1.02) 0.95 (0.79, 1.13) 0.82 (0.56, 1.19) 1.02 (0.80. 1.31)
Residence
Rural 1 (Reference) 1 (Reference) 1 (Reference) 1 (Reference)
Urban 0.86 (0.73, 1.01) 0.93 (0.79, 1.10) 1.09 (0.61, 1.94) 0.83 (0.64, 1.07)

***p < 0.001; **p < 0.01; *p < 0.05.