Differential patterns of lifestyle behaviors among low- and high-income postmenopausal women in Korea: a latent class analysis

Table 2 Fit Statistics of Latent Classes of Lifestyle Behaviors Among Postmenopausal Women

Number of latent classes	G²	Degree of freedom	AIC	BIC	Adjusted BIC	Entropy	Log-likelihood	Percentage of seeds associated with best fitted model
Total (n = 2570)
1	1091.61	502	1109.61	1162.27	1133.68	1.00	−10,381.94	100.0%
2	398.84	492	436.84	548.02	487.65	0.93	−10,035.56	100.0%
3	250.01	482	308.01	477.71	385.57	0.54	− 9961.14	98.0%
4	222.26	472	300.26	528.47	404.56	0.60	− 9947.26	18.0%
5	200.54	462	298.54	585.27	429.59	0.60	− 9936.41	34.0%
Low-income (n = 1186)
1	579.12	502	597.12	642.82	614.23	1.00	− 4711.93	100.0%
2	245.99	492	283.99	380.48	320.13	0.95	− 4545.37	100.0%
3	187.43	482	245.43	392.71	300.59	0.54	− 4516.09	96.0%
4	165.49	472	243.49	441.55	317.67	0.62	− 4505.12	26.0%
5	145.29	462	243.29	492.13	336.49	0.66	− 4495.02	6.0%
High-income (n = 1384)
1	644.65	502	662.65	709.75	681.16	1.00	− 5581.17	100.0%
2	255.39	492	293.39	392.81	332.46	0.86	− 5386.54	100.0%
3	188.52	482	246.52	398.27	306.15	0.52	− 5353.10	94.0%
4	170.29	472	248.29	452.37	328.48	0.60	− 5343.99	14.0%
5	155.41	462	253.41	509.82	354.16	0.54	− 5336.55	14.0%

Bold letters indicate the best fitting models. Higher values of entropy and lower values of G2, AIC, BIC, adjusted BIC, and log-likelihood indicate a better model fit. The higher percentage of seeds associated with the best-fitting model presents the better identified model
G² the likelihood-ratio statistic, AIC Akaike’s information criterion, BIC Bayesian information criterion

ISSN: 1472-6874