Table 3.
Fit indices for latent class models.
| Model | Log-likelihood | Resid. df | BIC | aBIC | AIC | cAIC | Entropy |
|---|---|---|---|---|---|---|---|
| 2 class | −886.40 | 50 | 1843.20 | 1802.00 | 1798.79 | 1856.20 | 0.67 |
| 3 class | −863.27 | 43 | 1834.87 | 1771.49 | 1766.55 | 1854.87 | 0.77 |
| 4 class | −852.56 | 36 | 1851.36 | 1765.79 | 1759.13 | 1878.36 | 0.78 |
| 5 class | −846.19 | 29 | 1876.53 | 1768.78 | 1760.38 | 1910.53 | 0.77 |
| 5 class | −842.98 | 22 | 1908.01 | 1778.08 | 1767.95 | 1949.01 | 0.85 |
| 7 class | −839.51 | 15 | 1939.00 | 1786.88 | 1775.03 | 1987.00 | 0.67 |
Fit indices of the preferred 4-class model are highlighted in bold. Resid. df, Residual degrees of freedom; BIC, Bayesian Information Criterion; aBIC, adjusted Bayesian Information Criterion; AIC, Akaike Information Criterion; cAIC, Bozdogan’s consistent Akaike Information Criterion.