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. 2014 Mar 7;9(3):e90403. doi: 10.1371/journal.pone.0090403

Table 4. Separate, independent and interaction effects of education and wealth on obesity in the low-income countries, DHS data.

Benin India Nigeria
N = 14883 N = 113063 N = 28901
OR (95%CI) OR (95%CI) OR (95%CI)
Unadjusted Adjusted1 Unadjusted Adjusted1 Unadjusted Adjusted1
Model using education
Education (level)
None/primary 1 1 1 1 1 1
Secondary/higher 2.16 (1.84–2.53) 2.01 (1.67–2.44) 2.06 (1.92–2.21) 2.23 (2.07-2.41) 1.84 (1.68–2.04) 2.39 (2.11-2.70)
Model using wealth
Wealth quintile (linear) 2.09 (1.94–2.23) 1.99 (1.84–2.16) 2.77 (2.65–2.89) 2.41 (2.30–2.53) 1.76 (1.68–1.83) 1.80 (1.70-1.90)
Model both education and wealth
Education (level)
None/primary 1 1 1
Secondary/higher 1.26 (1.04–2.12) 1.18 (1.09–1.28) 1.32 (1.16–1.52)
Wealth quintile (linear) 1.95 (1.79–2.12) 2.33 (2.23–2.46) 1.71 (1.62-1.81)
Model including education and wealth and a wealth-by-education interaction 2
Wealth effect within education level 3
None/primary 1.98 (1.81–2.15) 2.25 (2.11–2.39) 1.72 (1.61–1.84)
Secondary/higher 1.67 (1.30–2.16) 2.48 (2.29–2.70) 1.70 (1.55–1.86)
Interaction estimate4 0.85 (0.65– 1.10) 1.10 (1.00–1.21) 0.99 (0.89–1.10)
P-value for the interaction estimate5 0.2 0.06 0.8
1

Estimates adjusted for age group, urban/rural residence, and parity.

2

Estimates for education not shown in this section of the table.

3

OR for obesity associated with an increase in one wealth quintile within each education level calculated using the interaction estimate obtained from the model including an interaction between education and wealth.

4

Wealth effect in the secondary/higher education divided by the wealth effect in the no/primary education group e.g. for Benin, 0.85 = 1.67/1.98).

5

Test of whether the wealth effects differ by education level.