Table 3.
Latent profile solutions and their fit statistics
AIC | BIC | SABIC | LMR (p) | BLRT (p) | Entropy | Smallest profile (%) | |
---|---|---|---|---|---|---|---|
Sample 1 | |||||||
2-profile solution | 6060.355 | 6095.229 | 6072.996 | .002 | <.001 | 0.908 | 4.3 |
3-profile solution | 6034.316 | 6084.135 | 6052.373 | .101 | <.001 | 0.832 | 4.9 |
4-profile solution | 5999.776 | 6064.541 | 6023.250 | .165 | <.001 | 0.647 | 1.6 |
5-profile solution | 5951.945 | 6031.656 | 5980.837 | .297 | <.001 | 0.795 | 2.5 |
Sample 2 | |||||||
2-profile solution | 3424.789 | 3455.661 | 3433.437 | .001 | <.001 | 0.935 | 3.6 |
3-profile solution | 3411.996 | 3456.098 | 3424.350 | .003 | <.001 | 0.896 | 3.6 |
4-profile solution | 3397.643 | 3454.975 | 3413.703 | .019 | <.001 | 0.676 | 3.2 |
5-profile solution | 3365.738 | 3436.301 | 3385.505 | .296 | <.001 | 0.818 | 3.5 |
Note. Sample 1 = initial sample (N = 1077). Sample 2 = cross-validation sample (N = 608)