Table 2.
Fit indices for latent class models
| Classes | ||||
|---|---|---|---|---|
| 2 | 3 | 4 | 5 | |
| Model fit indices | ||||
| Log-likelihood | − 1483.90 | − 1438.17 | − 1413.27 | − 1400.98 |
| Entropy | .84 | .86 | .87 | .87 |
| Average class probabilities | .86–.98 | .79–.98 | .81–.97 | .75-.98 |
| AIC | 3009.80 | 2940.33 | 2912.55 | 2909.97 |
| Adjusted BIC | 3026.13 | 3066.76 | 2945.99 | 2951.97 |
| LMR p-value | < .001 | < .001 | < .05 | = .34 |
| Class size | 303 (.79), 81 (.21) | 62 (.16), 53 (.14), 269 (.70) | 25 (.07), 47 (.12), 62 (.16), 250 (.65) | 22 (.06), 17 (.04), 43 (.11), 44 (.11), 258 (.67) |
AIC, Akaike information criterion; Adjusted BIC, sample-size adjusted Bayesian information criterion; LMR, Lo-Mendell-Rubin adjusted likelihood ratio test