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Table 4 Indices for LPA fit

From: Variable- and person-centered approaches to teacher support and learning satisfaction in blended English learning: the role of SDT motivation and learning engagement

Number of classes

AIC

BIC

aBIC

Entropy

L-M-R LRT (p)

BLRT (p)

Smallest cluster frequency

1

1605.821

1621.539

1608.848

-

-

-

376 (100%)

2

1451.302

1478.809

1456.600

0.824

0.0000

0.0000

95 (25.3%)

3*

1371.668

1410.964

1379.237

0.899

0.0001

0.0000

65 (17.3%)

4

1353.047

1404.132

1362.886

0.922

0.0098

0.0000

9 (2.4%)

5

1338.737

1401.608

1350.844

0.849

0.4103

0.0000

28 (7.5%)

  1. AIC means Akaike Information Criterion. BIC means Bayesian Information Criterion. aBIC means Ample-size adjusted BIC. L-M-R LRT means Lo-Mendell-Rubin Likelihood Ratio Test. BLRT means Bootstrap Likelihood Ratio Test