Table 2.
LCGA Model | LL | AIC | BIC | Entropy | VLMR (df = 3) |
---|---|---|---|---|---|
Anger | |||||
1-Class | −8339.75 | 16685.50 | 16697.30 | n/a | n/a |
2-Class | −8267.44 | 16546.88 | 16570.47 | 0.64 | 144.64* |
3-Class | −8224.78 | 16502.94 | 16502.94 | 0.83 | 85.33** |
4-Class | −8216.10 | 16456.20 | 16503.38 | 0.79 | 17.35ns |
Fatigue | |||||
1-Class | −8441.77 | 16889.54 | 16901.33 | n/a | n/a |
2-Class | −8368.92 | 16749.84 | 16773.44 | 0.89 | 145.69* |
3-Class | −8304.95 | 16627.90 | 16663.29 | 0.89 | 127.94* |
4-Class | −8299.35 | 16622.70 | 16669.89 | 0.86 | 11.20ns |
Depression | |||||
1-Class | −7658.53 | 15323.07 | 15334.87 | n/a | n/a |
2-Class | −7578.45 | 15168.91 | 15192.50 | 0.79 | 160.16** |
3-Class | −7527.97 | 15073.94 | 15109.33 | 0.86 | 100.97* |
4-Class | −7521.73 | 15067.47 | 15114.65 | 0.87 | 12.47ns |
Pain intensity | |||||
1-Class | −3792.73 | 7591.45 | 7603.25 | n/a | n/a |
2-Class | −3575.62 | 7163.25 | 7186.84 | 0.92 | 434.21* |
3-Class | −3461.69 | 6941.38 | 6976.77 | 0.90 | 227.86** |
4-Class | −3431.33 | 6886.66 | 6933.85 | 0.86 | 60.72ns |
Note: LCGA = Latent Class Growth Analysis; LL = log likelihood; AIC = Akaike Information Criterion; BIC = Bayesian Information Criterion; VLMR = Vuong-Lo-Mendell-Rubin likelihood ratio test for K-1 (H0) versus K classes; ns = not significant.
p < .05;
p < .01.