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).