Table 3.

Model Fit Indices for the Latent Profile Models at Time 2.

Classes	LL	AIC	BIC	SABIC	Entropy	Largest class %	Smallest class %	VLMR	LMR LRT
Model 1: LPA
2 classes	−2185.09	4420.18	4514.46	4435.17	0.90	57	43	843.01**	831.92**
3 classes	−2055.85	4187.69	4331.01	4210.48	0.86	39	22	258.48	255.08
4 classes	−1978.72	4059.44	4251.78	4090.02	0.86	37	14	154.25	152.22
5 classes	−1942.52	4031.04	4254.41	4051.41	0.86	34	7	72.40	71.45
6 classes	−1907.21	3968.42	4258.82	4041.59	0.85	30	7	70.62	69.69
Model 2: LPA with correlated residuals
2 classes	−2123.86	4303.72	4410.18	4321.36	0.85	57	43	424.68	419.12**
3 classes	−1955.23	3992.46	4147.09	4017.04	0.82	41	18	136.23	134.44
4 classes	−1905.67	3919.34	4123.00	3951.72	0.81	35	12	99.17	97.81
5 classes	−1871.96	3877.92	4130.61	3918.09	0.81	32	12	67.43	66.54
6 classes	−1846.34	3852.68	4154.40	3900.65	0.84	31	2	68.95	68.05
Model 3: Factor mixture model
2 classes	−2197.11	4432.22	4503.87	4443.61	0.90	58	42	818.96**	799.18**
3 classes	−2080.36	4206.72	4293.47	4220.51	0.85	41	23	233.49	223.8
4 classes	−2017.92	4089.84	4191.67	4106.03	0.86	40	12	124.89*	119.70*
5 classes	−1999.24	4060.48	4177.39	4079.06	0.81	30	10	37.36	35.81
6 classes	−1982.10	4034.19	4166.19	4055.18	0.84	34	3	34.29	32.86

Note. LL = Loglikelihood; AIC = Akaike Information Criteria; BIC = Bayesian Information Criteria; SABIC = Sample-adjusted BIC; VLMR = Vuong-Lo-Mendell-Rubin likelihood ratio test; LMR = Lo-Mendell-Rubin adjusted likelihood ratio test.