Table 3. Fit statistics for latent profiles models of physical activity at Time 1 and Time 2.
AIC | BIC | aBIC | Entropy | LMR (p value) | BLRT (p value) | SC n (%) | |
---|---|---|---|---|---|---|---|
T1 | |||||||
C1 | 6130.62 | 6171.28 | 6139.55 | — | — | — | — |
C2 | 5451.81 | 5516.86 | 5466.09 | 0.979 | <0.001 | <0.001 | 87 (20.19) |
C3 | 5225.66 | 5315.11 | 5245.29 | 0.925 | 0.035 | <0.001 | 84 (19.49) |
C4 | 4893.49 | 5007.35 | 4918.49 | 0.945 | 0.027 | <0.001 | 33 (7.66) |
C5 | 4747.21 | 4885.46 | 4777.56 | 0.971 | 0.051 | <0.001 | 15 (3.48) |
T2 | |||||||
C1 | 6130.62 | 6171.28 | 6139.55 | — | — | — | — |
C2 | 5519.72 | 5584.77 | 5534.01 | 0.959 | <0.001 | <0.001 | 93 (21.60) |
C3 | 5200.21 | 5289.66 | 5219.84 | 0.929 | 0.002 | <0.001 | 85 (19.72) |
C4 | 4883.61 | 4997.45 | 4908.61 | 0.961 | <0.001 | <0.001 | 37 (8.59) |
C5 | 4682.46 | 4820.71 | 4712.81 | 0.981 | 0.145 | <0.001 | 32 (7.52) |
Note. The optimal solution is bolded. AIC = Akaike information criteria; BIC = Bayesian information criteria; BLRT = Bootstrapped Likelihood Ratio Test; SC = Smallest class size.