Table 6 Information Criteria and Class Proportions for Determining the Number of Latent Profiles

Fit indices Number of Profiles
3 4 5 6 7
Fit Indices AIC 64170.415 61794.836 56592.065 53071.319 54356.405
BIC 64446.708 62143.206 57012.510 53563.841 54921.004
SABIC 64300.548 61958.917 56790.093 53303.295 54622.330
X2 Significance LMRT .000 .037 .308 .379 .343
BLRT .000 .000 .000 .000 NA
Entropy .982 .995 1.000 .983 .974
Class Proportions 1 .2028 .6980 .0658 .6450 .0791
2 .7690 .1130 .0790 .0843 .1904
3 .0282 .7580 .0297 .0507 .0658
4 .1132 .1196 .0817 .1197
5 .7059 .1123 .0297
6 .0260 .0499
.4656
Note. AIC = Akaike Information Criterion; BIC = Bayesian Information Criterion; SABIC = Sample-Size Adjusted BIC; LMRT = Lo-Mendell-Rubin adjusted LRT; BLRT = Bootstrap Likelihood Ratio Test).