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 |
Estimates adjusted for age group, urban/rural residence, and parity.
Estimates for education not shown in this section of the table.
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.
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).
Test of whether the wealth effects differ by education level.