Table 3.
Factors associated with BMI among men aged 40–60 years in Nairobi slums (2014–2015).
Model 1 |
Model 2 |
Model 3 |
||||
---|---|---|---|---|---|---|
Characteristics | Coeff | (95% CI) | Coeff | 95% CI | Coeff | 95% CI |
Sociodemographic | ||||||
Wealth quintile | ||||||
First Quintile (REF) | ||||||
Second Quintile | 0.074 | 0.034, 0.115 | 0.056 | 0.017, 0.096 | 0.063 | 0.020, 0.107 |
Third Quintile | 0.090 | 0.050, 0.130 | 0.068 | 0.030, 0.107 | 0.063 | 0.021, 0.104 |
Fourth Quintile | 0.109 | 0.068, 0.150 | 0.089 | 0.049, 0.129 | 0.083 | 0.039, 0.126 |
Fifth Quintile | 0.138 | 0.098, 0.177 | 0.100 | 0.061, 0.139 | 0.092 | 0.050, 0.133 |
Behavioural | ||||||
Tobacco consumption | ||||||
Never smoked (REF) | ||||||
Current smoker | −0.084 | −0.113,-0.055 | −0.087 | −0.120, −0.054 | ||
Former smoker | 0.003 | −0.025, 0.030 | 0.021 | −0.010, 0.052 | ||
Snuff use | −0.038 | −0.096, 0.020 | −0.036 | −0.098, 0.026 | ||
Chewing tobacco use | −0.104 | −0.258, 0.050 | −0.05 | −0.200, 0.100 | ||
Diet | ||||||
Vegetable servings/week | 0.001 | −0.000, 0.001 | ||||
Bread slices/week | 0.001 | 0.000, 0.002 | 0.001 | 0.001, 0.003 | ||
Sugary drinks/week | 0.003 | −0.001, 0.007 | ||||
Biological | ||||||
Self-reported Diabetes | 0.099 | 0.023, 0.175 | ||||
Tested HIV positive | −0.066 | −0.113, −0.019 | ||||
Reported tuberculosis | −0.082 | −0.118, −0.045 | ||||
R2 | 0.075 | 0.16 | 0.196 | |||
∆R2 | 0.074 | 0.036 | ||||
F (p-value) | <0.001 | <0.001 | <0.001 | |||
BIC | −702.152 | −719.666 | −561.063 |
Notes: Only statistically significant factors in the final model are shown in the table. Other factors included are shown in the models: Model 1: Sociodemographic factors (Age, marital status, wealth index); Model 2: Model 1+ behavioural factors (Smoking, Alcohol, Diet); Model 3: Model 2+ Biological factors (Ethnicity, Diabetes, HIV, Tuberculosis)
Coeff = Coefficients