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. 2024 Jan 30;13(1):76–87. doi: 10.1556/2006.2024.00002

Table 2.

Comparison of fit indices for latent class growth models with 1–4 classes for problematic smartphone use

Variable Class 1 Class 2 Class 3 Class 4
AIC 12,730.413 11,562.408 11,342.626 11,295.267
BIC 12,770.893 11,626.019 11,429.368 11,405.140
SSA-BIC 12,748.652 11,591.069 11,381.710 11,344.773
LMRT p value 0.0000 0.0393 0.3491
BLRT p value 0.0000 0.0000 0.0000
Entropy 0.619 0.667 0.637
class1 2,399 (100.0%) 1,007 (42.0%) 184 (7.7%) 678 (28.3%)
class2 1,392 (58.0%) 1,499 (62.5%) 171 (7.1%)
class3 716 (29.8%) 118 (4.9%)
class4 1,432 (59.7%)