Table 4.

Latent profile analysis: model fit assessment for 1 to 7 profiles.

Indices	1-profile model	2-profile model	3-profile model	4-profile model	5-profile model	6-profile model	7-profile model
AIC	17128.67	16485.61	16176.46	16006.90	15903.15	15832.37	15778.85
BIC	17242.65	16660.65	16412.56	16304.07	16261.37	16251.66	16259.19
SA BIC	17153.79	16524.19	16228.50	16072.40	15982.11	15924.79	15884.73
Entropy	–	0.84	0.80	0.80	0.82	0.82	0.84
Average probability of assignment (range)	–	0.92–0.96	0.89–0.92	0.87–0.90	0.87–0.93	0.84–0.93	0.85–0.99
Vuong-Lo–Mendell–Rubin Likelihood Ratio Test (p-value)	–	0.0002	0.18	0.21	0.37	0.22	0.18
Lo–Mendell–Rubin Adjusted Likelihood Ratio Test (p-value)	–	0.0002	0.19	0.21	0.37	0.22	0.18
Group size (%)
Group 1	100	69.45	46.64	37.67	7.60	14.47	15.18
Group 2		30.55	31.13	28.64	14.77	10.00	1.18
Group 3			22.23	13.60	33.16	27.20	6.50
Group 4				20.09	25.56	18.92	29.64
Group 5					18.91	6.57	21.10
Group 6						22.84	9.67
Group 7							16.74