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. 2026 Sep 28;17:1961537. doi: 10.3389/fpsyg.2026.1961537

Table 3.

Fit indices for the one- to seven-profile solutions.

No. of profiles Free parameters LL AIC BIC aBIC Entropy VLMR p BLRT p Smallest profile
1 12 −3405.452 6834.905 6882.803 6844.726 – – – 400 (100.0%)
2 19 −3139.349 6316.698 6392.536 6332.248 0.826 <0.001 – 114 (28.5%)
3 26 −3027.979 6107.957 6211.735 6129.235 0.838 0.011 – 62 (15.5%)
4 33 −2973.296 6012.593 6144.311 6039.600 0.793 0.146 – 44 (11.0%)
5 40 −2928.410 5936.821 6096.479 5969.557 0.862 0.187 – 31 (7.75%)
6 47 −2889.984 5873.968 6061.567 5912.433 0.850 0.131 < 0.001 21 (5.25%)
7 54 −2867.571 5843.142 6058.681 5887.335 0.845 0.098 – 2 (0.50%)

The seven-profile model yielded a two-person profile and a nonidentification warning.

BLRT was additionally evaluated for the focal comparison between the five- and six-profile solutions; the six-profile model was favored over the five-profile model, 2ΔLL = 76.852, p < 0.001.

Bold values indicate the retained primary six-profile solution.