Table 3.
Model Fit Information and Selection Criteria for Latent Profile Models with 1 to 8 Profiles.
| No. of Profiles | df | AIC | BIC | a-BIC | BLRT (p- value) |
Entropy |
|---|---|---|---|---|---|---|
| 1 | 14 | 9630.27 | 9681.60 | 9637.21 | N/A | 1.00 |
| 2 | 22 | 9256.28 | 9336.94 | 9267.17 | <.0001 | 0.87 |
| 3 | 30 | 9026.51 | 9136.50 | 9041.37 | 0.020 | 0.88 |
| 4 | 38 | 8920.92 | 9060.24 | 8939.74 | 0.046 | 0.86 |
| 5 | 46 | 8845.05 | 9013.71 | 8867.83 | 0.300 | 0.86 |
| 6 | 54 | 8796.16 | 8994.15 | 8822.90 | 0.260 | 0.86 |
| 7 | 62 | 8762.34 | 8989.66 | 8793.05 | <.0001 | 0.87 |
| 8 | 70 | 8734.07 | 8990.72 | 8768.74 | <.0001 | 0.88 |
Note. N = 289. df = degrees of freedom; AIC = Akaike information criterion; BIC = Bayesian information criterion; a-BIC = sample size adjusted Bayesian information criterion; BLRT = bootstrapped likelihood ratio test. Bold indicates the selected latent profile model. All average latent profile probabilities for most likely latent class membership were ≥ .80 for the selected model.