Table 3.
Model fit information for latent profile analysis.
No. of profiles | Free parameters | LL | AIC | BIC | SSA-BIC | Entropy | aLMR | BLRT |
---|---|---|---|---|---|---|---|---|
2 | 10 | −2704.76 | 5429.52 | 5467.51 | 5435.79 | 0.880 | 518.40 (0.00) | 0.00 |
3 | 14 | −2588.96 | 5205.92 | 5259.10 | 5214.69 | 0.897 | 222.03 (0.00) | 0.00 |
4 | 18 | –2561.22 | 5158.45 | 5226.83 | 5169.74 | 0.883 | 53.17 (0.00) | 0.00 |
5 | 22 | −2531.01 | 5105.03 | 5189.61 | 5119.83 | 0.879 | 57.92 (0.15) | 0.00 |
Bold indicates best fitted model. LL, log likelihood; AIC, Akaike information criterion; BIC, Bayesian information criterion; SSA-BIC, sample size adjusted BIC; aLMR, adjusted Lu-Mendell-Rubin likelihood ratio test; BLRT, bootstrapped likelihood ratio test.