Table 2.
Latent Class Analysis Fit Statistics
| Classes | Smallest Class Size | Log Likelihood | AIC | BIC | Entropy | LMR |
|---|---|---|---|---|---|---|
| 1 | -- | −31449.799 | 62919.598 | 62987.495 | -- | -- |
| 2 | 20.85% | −30967.799 | 61977.598 | 62120.181 | 0.589 | <0.001 |
| 3 | 18.04% | −30786.211 | 61636.421 | 61853.691 | 0.619 | <0.001 |
| 4 | 5.18% | −30706.66 | 61499.32 | 61791.276 | 0.703 | <0.001 |
| 5 | 3.74% | −30635.721 | 61379.442 | 61746.083 | 0.578 | <0.001 |
| 6 | 3.15% | −30600.139 | 61330.278 | 61771.606 | 0.602 | 0.1966 |
Note. AIC = Akaike Information Criteria, BIC = Bayesian Information Criteria, LMR = Lo-Mendell-Rubin Likelihood Ratio Test
Bolded p-values denote statistical significance