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. 2023 May 16;11:1150062. doi: 10.3389/fpubh.2023.1150062

Table 3.

Latent class analysis model fit statistics.

Model Log likelihood AIC BIC ssaBIC LMR-LRT LMR-LRT value of p Entropy
2-class −9273.771 18597.543 18743.550 18664.119 3927.882 <0.0001 0.892
3-class −9044.868 18165.736 18387.668 18266.932 453.358 <0.0001 0.874
4-class −8929.231 17960.462 18258.318 18096.278 229.027 0.009 0.822
5-class −8864.552 17857.104 18230.884 18027.539 128.102 0.003 0.837

AIC, Akaike Information Criterion; BIC, Bayesian Information Criterion; LMR-LRT, Lo–Mendell–Rubin likelihood ratio test; ssaBIC, sample size adjusted Bayesian Information Criterion.The bold values represent the final selected model.