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. 2021 Mar 19;21:542. doi: 10.1186/s12889-021-10584-4

Table 2.

Index of latent classes of multiple lifestyle behaviors: Survey on child and adolescent health development in China (Year 2014–2015) (N = 1364)

Class k G2/LL df χ2 AIC BIC aBIC Entropy LMR BLRT Probabilities
1 10 898.58 1025 2283.87 14,279.64 14,331.84 14,300.08 1.000
2 21 659.88 976 1187.43 13,863.59 13,973.22 13,906.51 0.616 < 0.0001 < 0.0001 0.644/0.356
3 a. 32 595.86 969 1125.13 13,786.73 13,953.78 13,852.13 0.688 < 0.01 < 0.0001 0.078/0.301/0.621
4 43 530.44 958 1086.72 13,742.33 13,966.81 13,830.21 0.588 0.1079 < 0.0001 0.072/0.223/0.500/0.206
5 54 484.87 947 926.48 13,717.77 13,999.67 13,828.13 0.635 0.3604 < 0.0001 0.153/0.096/0.112/0.609/0.030

Note.a. Bold indicates the final choice for the number of clusters. AIC Akaike information criterion, BIC Bayesian information criterion, aBIC adjusted Bayesian information criterion. Entropy indicates classification quality. LMR = P value of likelihood ratio test. BLRT = P value of bootstrap likelihood ratio test