Table 3. Goodness-of-fit statistics for cross-sectional latent class analysis of symptoms of anxiety and depression at baseline and 12-month follow-up.
Model tested | FP | LR × 2 | BIC | SSA-BIC | AIC | Entropy | VLMR | P | LMR | P |
---|---|---|---|---|---|---|---|---|---|---|
Time 1 (2014) | ||||||||||
1 Class | 25 | −16 718.95 | 33 616.66 | 33 537.25 | 33 487.89 | — | — | — | — | — |
2 Class | 51 | −13 957.47 | 28 279.62 | 28 117.62 | 28 016.94 | 0.93 | −16 718.95 | <0.001 | 5493.41 | <0.001 |
3 Class | 77 | −13 251.653 | 27 053.91 | 26 809.32 | 26 657.31 | 0.90 | −13 957.57 | <0.001 | 1404.08 | <0.001 |
4 Class | 103 | −12 740.41 | 26 217.34 | 25 890.16 | 25 686.81 | 0.90 | −13 251.65 | <0.001 | 1017.02 | <0.001 |
Time 2 (2015) | ||||||||||
1 Class | 25 | −17 657.63 | 35 494.03 | 35 414.62 | 35 365.26 | — | — | — | — | — |
2 Class | 51 | −13 268.45 | 26 901.58 | 26 739.58 | 26 638.89 | 0.96 | −17 657.63 | <0.001 | 8731.41 | <0.001 |
3 Class | 77 | −12 278.75 | 25 108.11 | 24 863.52 | 24 711.51 | 0.94 | −13 268.45 | <0.001 | 1968.80 | <0.001 |
4 Class | 103 | −12 278.75 | 25 108.11 | 24 863.52 | 24 711.51 | 0.94 | −13 268.45 | <0.001 | 1968.80 | <0.001 |
Abbreviations: AIC, Akaike information criterion; BIC, Bayesian information Criterion; FP, free parameters; LMR, Lo–Mendell–Rubin-adjusted likelihood ratio test; LR χ2, likelihood ratio chi square; SSA-BIC, sample size-adjusted BIC; VLMR, Vuong–Lo–Mendell–Rubin likelihood ratio test.
The bold values indicate the best-fitting 3-class solution.