Table 2 Model fit statistics for LPA.

From: The role of socioemotional skills and phone dependency in predicting patterns of school engagement and burnout among primary school students

No. of profiles

FP

LL

AIC

BIC

SABIC

Entropy

LMR(p)

BLRT(p)

Smallest Proportion

1

8

− 7073.545

14,163.090

14,198.463

14,173.065

2

13

− 6592.788

13,211.575

13,269.056

13,227.784

0.884

0.0000

0.0000

38.70%

3

18

− 6345.792

12,727.585

12,807.174

12,750.027

0.917

0.0000

0.0000

10.89%

4

23

− 6251.923

12,549.846

12,651.543

12,578.523

0.932

0.0729

0.0000

10.57%

  1. FP, free parameters, LL, log likelihood value, LMR(p), p value for LMR test, BLRT(p), p value for BLRT test.