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. 2021 Mar 31;44:e20210207. doi: 10.47626/2237-6089-2021-0207

Table 1. Confirmatory factor analysis fit indexes and model comparison for the BSI.

Model S-Bχ2 df CFI TLI RMSEA RMSEA 90%CI
1 One factor 52166.585 1325 0.981 0.980 0.083 [0.082 - 0.083]
2 Nine correlated factors* 21190.698 1091 0.992 0.991 0.056 [0.055 - 0.056]
3 Hierarchical 30708.836 1316 0.989 0.988 0.063 [0.062 - 0.064]
4 Bifactor 25602.890 1276 0.991 0.990 0.057 [0.057 - 0.058]
5 Exploratory bifactor* 15822.885 1240 0.995 0.995 0.043 [0.042 - 0.044]
Model comparison Δχ 2 Δdf        
Model 4            
Model 3 2848.7 40 p < 0.001    
Model 1 12643.8 9 p < 0.001    

* Latent variable covariance matrix not positive definite.

90%CI = 90% confidence interval; CFI = comparative fit index; df = degrees of freedom; RMSEA = root mean square error of approximation; S-B = Satorra-Bentler; TLI = Tucker-Lewis index.

Italic text indicates the best fitting model.

All models were statistically significant (p < 0.001).