Table 3. Fit Indices for Latent Class Growth Analysis on Controls’ Perceived Stress.
Two-class model | Three-class model | Four-class model | Five-class model | |||||
---|---|---|---|---|---|---|---|---|
linear | quadratic | linear | quadratic | linear | quadratic | linear | quadratic | |
Note. BIC = Bayesian Information Criteria; aBIC = sample size adjusted BIC; LMR-LRT = Lo-Mendell-Rubin Likelihood Ratio Test; BLRT = Bootstrap Likelihood Ratio Test; c# = class number. | ||||||||
Free parameters | 9 | 11 | 12 | 15 | 15 | 19 | 18 | 23 |
Log likelihood | −1,736.45 | −1,733.90 | −1,697.15 | −1,690.57 | −1,686.35 | −1,677.97 | −1,682.21 | −1,670.57 |
BIC | 3,527.81 | 3,534.93 | 3,467.52 | 3,472.67 | 3,464.24 | 3,471.89 | 3,474.26 | 3,481.51 |
aBIC | 3,499.25 | 3,500.02 | 3,429.44 | 3,425.07 | 3,416.63 | 3,411.59 | 3,417.14 | 3,408.52 |
Entropy | .52 | .52 | .69 | .70 | .71 | .68 | .70 | .70 |
LMR-LRT p | .005 | .02 | <.005 | .008 | .03 | .03 | .23 | .61 |
BLRT p | <.001 | <.001 | <.001 | <.001 | <.001 | <.001 | .05 | .01 |
Class counts (fit probabilities) | ||||||||
c#1 | 213 (.84) | 195 (.83) | 47 (.84) | 85 (.85) | 7 (.89) | 108 (.82) | 6 (.86) | 32 (.88) |
c#2 | 234 (.85) | 252 (.86) | 88 (.84) | 45 (.86) | 287 (.84) | 39 (.87) | 289 (.81) | 245 (.79) |
c#3 | 312 (.88) | 317 (.87) | 108 (.82) | 293 (.91) | 49 (.78) | 9 (.88) | ||
c#4 | 45 (.83) | 7 (.82) | 7 (.90) | 12 (.85) | ||||
c#5 | 96 (.81) | 149 (.77) |