Classes | BICb
| Entropyc
| LMRd
|
---|
1 | 17090.729 | N/A | N/A |
2 | 11378.546 | 0.91 |
p < .0001 |
3 | 10602.813 | 0.845 |
p < .0001 |
4 | 10383.154 | 0.83 |
p = .2257 |
5
e
|
10230.973
|
0.781
|
p = .0001
|
6 | 10191.308 | 0.76 |
p = .0037 |
7 | 10178.467 | 0.761 |
p = .0577 |
-
a
Latent class growth analysis is a person-centered approach that aims to classify individuals into groups based on individual response patterns.
-
b
BIC = Bayesian Information Criterion; lower values suggest better model fit
-
c
Entropy values close to 1 are desirable.
-
d
LMR = Lo, Mendel, Rubin statistic; the emergence of a non-significant LMR suggests that the preceding model with one fewer class may be preferred.
-
e
The 5-class model was chosen as the final version of the trajectory model, and the corresponding classes were utilized in all subsequent analyses.