Table 1 Model fit indices of different latent class models based on scores from the Health Literacy Instrument for Adults (HELIA) and eHealth Literacy Scale (eHEALS).
From: Exploring health literacy categories among an Iranian adult sample: a latent class analysis
No of clusters | AIC | BIC | aBIC | X2 | BLRT | LMRT | Entropy | Conditional probability |
|---|---|---|---|---|---|---|---|---|
HELIA | ||||||||
1 cluster | 278,138.4 | 278,366.2 | 278,078.1 | 5.896207e + 19 | < 0.001 | < 0.001 | 1 | |
2 clusters | 222,620.1 | 223,082.6 | 222,491.8 | 6.384271e + 10 | < 0.001 | < 0.001 | 0.939 | 0.672/0.328 |
3 clusters | 207,674.8 | 208,372.1 | 207,478.6 | 8.714285e + 10 | < 0.001 | < 0.001 | 0.916 | 0.121/0.48/0.399 |
4 clusters | 202,613.9 | 203,545.8 | 202,349.6 | 8.438307e + 10 | < 0.001 | < 0.001 | 0.887 | 0.417/0.208/0.265/0.11 |
5 clusters | 198,995.7 | 200,162.4 | 198,663.5 | 2.754168e + 10 | < 0.001 | < 0.001 | 0.879 | 0.358/0.169/0.205/0.181/0.087 |
6 clusters | 197,022.6 | 198,423.9 | 196,622.3 | 2.520531e + 10 | < 0.001 | < 0.001 | 0.867 | 0.148/0.18/0.077/0.338/0.078/0.178 |
7 clusters | 195,621.1 | 197,257.2 | 195,152.9 | 2.000736e + 10 | < 0.001 | < 0.001 | 0.854 | 0.105/0.153/0.163/0.138/0.302/0.079/0.061 |
eHEALS | ||||||||
1 cluster | 69,225.78 | 69,281.38 | 69,215.55 | 3,961,674.0842 | < 0.001 | < 0.001 | 1 | |
2 clusters | 48,353.38 | 48,471.53 | 48,325.16 | 6748.9356 | < 0.001 | < 0.001 | 0.915 | 0.737/0.263 |
3 clusters | 45,603.24 | 45,783.93 | 45,557.01 | 1930.7989 | < 0.001 | < 0.001 | 0.844 | 0.25/0.143/0.607 |
4 clusters | 44,954.95 | 45,198.19 | 44,890.72 | 786.8742 | < 0.001 | < 0.001 | 0.816 | 0.141/0.126/0.614/0.12 |
5 clusters | 44,757.39 | 45,063.18 | 44,675.16 | 547.3693 | < 0.001 | < 0.001 | 0.764 | 0.132/0.573/0.123/0.052/0.119 |
6 clusters | 44,675.51 | 45,043.84 | 44,575.28 | 427.660 | < 0.001 | < 0.001 | 0.771 | 0.043/0.047/0.131/0.098/0.100/0.58 |
7 clusters | 44,599.54 | 45,030.43 | 44,481.32 | 310.5297 | < 0.001 | < 0.001 | 0.759 | 0.084/0.099/0.124/0.055/0.569/0.035/0.034 |
