Table III.
Model Comparison for Latent Profile Analyses
| Number of classes | Entropy | BIC | LMR p value | BLRT p value | Smallest class size (n, %) |
|---|---|---|---|---|---|
| 1 | NA | 25,448.435 | NA | NA | 307 (100) |
| 2 | 0.847 | 24,587.536 | .0026* | .0000* | 145 (47) |
| 3 | 0.862 | 24,460.418 | .0003 * | .0000 * | 68 (22) |
| 4 | 0.847 | 24,437.634 | .2627 | .0000* | 25 (8) |
| 5 | 0.870 | 24,428.679 | .4837 | .0000* | 17 (5) |
| 6 | 0.889 | 24,426.959 | .3527 | .0000* | 20 (7) |
Note. The model solution chosen is bolded.
NA = not applicable; BIC = Bayesian information criterion; BLRT = Bootstrap Likelihood Ratio test; LMR = Lo–Mendell–Rubin test.
*
p < .001.