Table 2. Model Fit for LCAs from W1-W3.
# C | AIC | BIC | ABIC | Entropy | LMR | BLRT | % in class | |
---|---|---|---|---|---|---|---|---|
W1 | 2 | 1926.27 | 1991.25 | 1946.79 | 0.89 | 476.44 | 485.41 | 7, 93 |
3 | 1900.32 | 1993.12 | 1929.60 | 0.77 | 637.89 | 649.89 | 14, 9, 77 | |
4 | 1887.95 | 1985.42 | 1918.73 | 0.90 | 737.04 | 750.92 | 5, 4, 8, 83 | |
5 | 1892.87 | 2027.47 | 1935.378 | 0.90 | 10.88+ | 11.08+ | 4, 8, .5, 4, 83 | |
W2 | 2 | 3229.06 | 3311.98 | 3254.82 | 0.89 | 1165.6 | 1183.3 | 14, 86 |
3 | 3100.80 | 3215.97 | 3136.59 | 0.90 | 151.38 | 153.92 | 4, 13, 83 | |
4 | 3003.57 | 3155.60 | 3050.81 | 0.88 | 115.91 | 117.66 | 4, 5, 11, 79 | |
5 | 2982.16 | 3161.82 | 3037.98 | 0.88 | 122.09 | 124.14 | 3, 4, 5, 14, 74 | |
W3 | 2 | 4265.84 | 4348.27 | 4291.11 | 0.88 | 1164.1 | 1183.7 | 31, 69 |
3 | 4111.77 | 4235.41 | 4149.67 | 0.87 | 184.47 | 187.27 | 11, 21, 68 | |
4 | 4013.90 | 4165.01 | 4060.23 | 0.88 | 252.91 | 257.18 | 5, 10, 23, 63 | |
5 | 3980.25 | 4158.84 | 4035.00 | 0.90 | 83.87 | 85.46 | 4, 7, 10, 15, 62 | |
6 | 3950.51 | 4152.00 | 4012.28 | 0.91 | 61.01 | 62.19 | 3, 5, 7, 8, 15, 63 |
Note. W = Wave, C = class, AIC = Akaike Information Criteria, BIC = Bayesian Information Criteria, ABIC = sample size Adjusted Bayesian Information Criteria, LMR = Lo-Mendell-Rubin test, BLRT = bootstrapped likelihood ratio test. All LMR and BLRT values are significant unless labeled +, in which case, p > .05. Lower AIC, BIC, and ABIC values, and higher entropy indicate better fit.