Table 2.
Fit indices of latent class models
| Model | AIC | BIC | saBIC | LMR LR p | BLRT p | Entropy |
|---|---|---|---|---|---|---|
| 2 classes | 8308.549 | 8417.272 | 8356.906 | <0.001 | <0.001 | 0.78 |
| 3 classes | 8078.911 | 8244.856 | 8152.718 | <0.001 | <0.001 | 0.86 |
| 4 classes | 8057.558 | 8280.725 | 8156.816 | <0.001 | <0.001 | 0.86 |
| 5 classes | 8061.645 | 8342.034 | 8186.353 | >0.999 | <0.001 | 0.88 |
| 6 classes | 8067.594 | 8405.206 | 8217.753 | 0.090 | <0.001 | 0.94 |
| 7 classes | 8077.571 | 8472.406 | 8253.181 | >0.999 | <0.001 | 0.79 |
AIC, Akaike information criterion; BIC, Bayesian information criterion; saBIC, sample-size adjusted Bayesian information criterion; LMR LR, Lo-Mendell-Rubin likelihood ratio; BLRT, bootstrapping likelihood ratio test