Table 2. Fit indices used to identify number of latent classes.
Latent classes | AIC | BIC | Entropy | BLRT | Lo-Mendell-Rubin adjusted LRT | n (%) of smallest class |
---|---|---|---|---|---|---|
1 | 13652.754 | 13689.988 | ||||
2 | 13560.821 | 13621.325 | 0.844 | <0.001 | 0.005 | 37 (4.77) |
3 | 13476.733 | 13560.508 | 0.812 | <0.001 | 0.018 | 33 (4.25) |
4 | 13455.152 | 13562.197 | 0.756 | <0.001 | 0.181 | 29 (3.74) |
5 | 13424.835 | 13555.151 | 0.766 | <0.001 | 0.073 | 16 (2.06) |
6* | 13401.426 | 13555.013 | 0.719 | <0.001 | 0.740 | 4 (0.52) |
Note. AIC = Akaike information criterion; BIC = Bayesian information criterion; BLRT = parametric
bootstrapped likelihood ratio test; LRT = Lo-Mendell-Rubin adjusted likelihood ratio test; *due to local maxima no stable class structure was found.