Table 1.
Model fit and classification diagnostics of exploratory latent profile analysis with class-invariant diagonal variance-covariance matrix.
| Number of classes tested | LL | BIC | SSABIC | AIC | CAIC | AWE | LMR LRT: p-value | Entropy |
|---|---|---|---|---|---|---|---|---|
| 1-Class | −10186.61 | 20738.68 | 20535.71 | 20501.22 | 20802.68 | 21296.15 | - | - |
| 2-Class | −8334.85 | 17223.62 | 16915.98 | 16863.70 | 17320.62 | 18068.53 | 0.174 | 0.923 |
| 3-Class | −7411.61 | 15565.58 | 15153.30 | 15083.23 | 15695.58 | 16697.94 | 0.419 | 0.949 |
| 4-Class | −6943.44 | 14817.67 | 14300.73 | 14212.87 | 14980.67 | 16237.47 | 0.439 | 0.961 |
| 5-Class | −6559.43 | 14238.10 | 13616.50 | 13510.86 | 14434.10 | 15945.35 | 0.757 | 0.946 |
Notes: LL=“Log Likelihood”, BIC=“Bayesian Information Criterion”, SSABIC=“Sample Size Adjusted Bayesian Information Criterion”, AIC=“Akaike’s Information Criterion” CAIC=“Consistent Akaike’s Information Criterion”, AWE=“Approximate Weight of Evidence Criterion”, LMR LRT=“ Lo-Mendell-Rubin likelihood ratio test”