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Table 2 Fit statistics for latent profile analyses

From: Effects of sources of social support and resilience on the mental health of different age groups during the COVID-19 pandemic

Samples Models AIC BIC aBIC Entropy LMR LRT BLRT Smallest Class Proportion (%)
Total sample (N = 23,192) 2- profile 315,765.06 315,893.88 315,843.03 0.88 <.001 <.001 35.5
3- profile 294,089.31 294,266.44 294,196.53 0.89 <.001 <.001 26.8
4- profile 286,551.52 286,776.96 286,687.98 0.90 <.001 <.001 10.0
5- profile 280,090.42 280,364.17 280,256.12 0.90 <.001 <.001 9.9
6- profile 276,683.56 277,005.62 276,878.50 0.90 <.001 <.001 5.1
Emerging sample (n = 2045) 2- profile 27,715.47 27,805.44 27,754.61 0.89 <.001 <.001 34.2
3- profile 25,810.53 25,934.24 25,864.35 0.90 <.001 <.001 26.8
4- profile 25,032.71 25,190.16 25,101.20 0.92 <.001 <.001 11.6
5- profile 24,653.00 24,844.19 24,736.17 0.90 <.001 <.001 11.5
6- profile 24,378.326 24,603.252 24,476.169 0.91 0.007 <.001 5.2
Adult sample (n = 18,159) 2- profile 247,466.10 247,591.01 247,540.17 0.88 <.001 <.001 35.7
3- profile 230,816.27 230,988.02 230,918.11 0.89 <.001 <.001 27.3
4- profile 224,955.50 225,174.10 225,085.11 0.90 <.001 <.001 10.2
5- profile 219,800.07 220,065.51 219,957.46 0.89 <.001 <.001 10.1
6- profile 217,019.74 217,332.01 217,204.89 0.90 <.001 <.001 5.2
Older sample (n = 2988) 2- profile 40,363.46 40,459.50 40,408.66 0.84 <.001 <.001 36.5
3- profile 37,259.74 37,391.80 37,321.89 0.90 <.001 <.001 24.1
4- profile 36,433.68 36,601.74 36,512.78 0.90 <.001 <.001 7.0
5- profile 35,446.91 35,650.99 35,542.96 0.90 <.001 <.001 7.6
6- profile 34,896.99 35,137.09 35,009.99 0.91 <.001 <.001 5.8
  1. Note: AIC Akaike Information Criterion, BIC Bayesian Information Criterion, aBIC adjusted BIC, LMR LRT Lo-Mendell-Rubin likelihood ratio test, BLRT Bootstrap parametric likelihood ratio test