Table 5 Random effects of multilevel logistic regression
Parameter | Empty model | Model 1 | Model 2 | Model 3 |
|---|---|---|---|---|
Community-level variance (S.E.) | 5.943 (1.585) | 5.633 (1.393) | 5.144 (1.107) | 3.424 (0.917) |
Log likelihood | −9191.156 | −9081.895 | −8854-555 | −8738.863 |
LR test | χ2 = 3136.6; p < 0.001 | χ2 = 2716.2; p < 0.001 | χ2 = 2209.6; p < 0.001 | χ2 = 1457.87; p < 0.001 |
AIC | 18,388.31 | 18,171.79 | 17,737.11 | 17,521.73 |
ICC (%) | 64.4 | 63.1 | 61.0 | 51.0 |