Table 3.
The random effects of the multilevel multinomial logistic regression in assessing the factors associated with DBM
| Parameters | Null model | Model I | Model III | Model III |
|---|---|---|---|---|
| Community level variance | 0.36 | 0.30 | 0.34 | 0.26 |
| Intraclass Correlation Coefficient (ICC) | 0.099 | 0.083 | 0.094 | 0.073 |
| Proportional Change in Variance (PCV) | Reference | 0.167 | 0.056 | 0.278 |
| Median Odds Ratio (MOR) | 1.77 | 1.68 | 1.74 | 1.62 |
| Deviance (-2Log-likelihood) | 2,456,811.4 | 2,244,835.0 | 242,176.8 | 2,239,708.2 |
Null model contains only the outcome variable and cluster numbers, model I; a model that includes only individual-level variables, model II, a model that includes only community-level variables, and model III; a model that includes both individual and community-level variables