Table 2.
Latent Class Analysis Model Fits for Comparison (N = 18,088).
| BIC | SSA-BIC | Entropy | LMR-LRT | p value | PB-LRT | p value | |
|---|---|---|---|---|---|---|---|
| 1-Class Solution | 142,863.9 | 142,822.6 | - | - | - | - | - |
| 2-Class Solution | 137,660.7 | 137,574.9 | 0.662 | 5,301.8 | .000 | 5,340.4 | .000 |
| 3-Class Solution | 136,502.5 | 136,372.2 | 0.693 | 1,286.1 | .000 | 1,295.4 | .000 |
| 4-Class Solution | 136,324.3 | 136,149.5 | 0.731 | 313.2 | .138 | 315.5 | .000 |
Note. BIC = Bayesian information criterion; SSA-BIC = sample size adjusted-Bayesian information criterion; LMR = Lo-Mendell-Rubin; LRT = adjusted likelihood-ratio-test; PB = parametric bootstrapped.