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. 2026 Sep 22;10:e95955. doi: 10.2196/95955

Table 3.

Model-fitting results for growth mixture modeling to identify latent classes of loneliness trajectories across 5 waves covering 10 years (2004-2014) in the Swedish Adoption/Twin Study of Aging (SATSA).

Model Parameters, n Log likelihood LMR-LRTa SABICb Entropy
1 class 6 –3373.23 —c 6764.98 1
2 classes 9 –3320.08 106.30d 6667.95 0.84
3 classes 12 –3302.94 32.53d 6642.93 0.77
4 classes 15 –3302.94 0.00 6652.20 0.53

aLMR-LRT: Lo-Mendell-Rubin likelihood ratio test comparison to previous model.

bSABIC: sample size–adjusted Bayesian information criterion.

cNot applicable.

dP<.01