Table 2 Goodness-of-fit Statistics for Latent Profile Analysis Model Solutions (N = 317)
Profiles | Log Likelihood | AIC | BIC | s-BIC | Entropy | Smallest class % | LMRT p-value | LMRT meaning | BLRT p-value | BLRT meaning |
|---|---|---|---|---|---|---|---|---|---|---|
1 | -7735.392 | 15534.783 | 15655.068 | 15553.572 | -- | -- | -- | -- | -- | -- |
2 | -7169.051 | 14436.102 | 14620.288 | 14464.871 | 0.899 | 44% | < 0.001 | 2 > 1 | < 0.001 | 2 > 1 |
3 | -7057.281 | 14246.562 | 14494.649 | 14285.313 | 0.850 | 21% | 0.57 | 2 > 3 | 0.57 | 2 > 3 |
4 | -6959.550 | 14085.101 | 14397.090 | 14133.833 | 0.882 | 6% | 0.02 | 4 > 3 | 0.02 | 4 > 3 |
5 | -6911.041 | 14022.082 | 14397.972 | 14080.796 | 0.876 | 5% | 0.50 | 4 > 5 | 0.50 | 4 > 5 |
6 | -6868.440 | 13970.880 | 14410.672 | 14039.575 | 0.892 | 2% | 0.60 | 5 > 6 | 0.60 | 5 > 6 |