Table 4.
Multi-level LPA fit statistics.
| 1 Profile | 2 Profiles | 3 Profiles | 4 Profiles | 5 Profiles | 6 Profiles | 7 Profiles | 8 Profiles | 9 Profiles | |
|---|---|---|---|---|---|---|---|---|---|
| N | 2,071 | 2,071 | 2,071 | 2,071 | 2,071 | 2,071 | 2,071 | 2,071 | 2,071 |
| Free Parameters | 4 | 9 | 14 | 19 | 24 | 29 | 34 | 39 | 44 |
| Log-likelihood | −3,061 | −3,003 | −2,994 | −2,989 | −2,987 | −2,982 | −2,981 | −2,981 | −2,982 |
| CAIC | 6,157 | 6,084 | 6,109 | 6,142 | 6,181 | 6,214 | 6,256 | 6,299 | 6,344 |
| Akaike (AIC) | 6,131 | 6,025 | 6,016 | 6,017 | 6,023 | 6,022 | 6,030 | 6,041 | 6,053 |
| Bayesian (BIC) | 6,153 | 6,075 | 6,095 | 6,124 | 6,158 | 6,185 | 6,222 | 6,261 | 6,301 |
| S-SA BIC | 6,141 | 6,047 | 6,050 | 6,064 | 6,082 | 6,093 | 6,114 | 6,137 | 6,161 |
| Entropy | 0.669 | 0.664 | 0.687 | 0.655 | 0.617 | 0.633 | 0.607 | 0.662 | 0.649 |
N, sample size; AIC, Akaike Information Criteria; CAIC, Consistent Akaike Information Criteria; S-SA, Sample-Size Adjusted; BIC, Bayesian Information Criteria.