Table 1. The fit statistics of the four structural equation models confirming the factor structure of the self-report inventory on the data test set (n = 73,739).
Model 1 | Model 2 | Model 3 | Model 4 | |
(Hierarchical) | (Schmid-Leiman) | (Simple Factor) | (Factor Inter-Correlations) | |
?2 | 215093 | 166170 | 382428 | 196363 |
df | 660 | 627 | 665 | 665 |
BIC | 216001 | 167448 | 383279 | 197326 |
TLI | .841 | .874 | .718 | .853 |
CFI | .850 | .884 | .734 | .863 |
RMSEA | .066 | .060 | .088 | .064 |
SPMR | .068 | .064 | .276 | .059 |
Footnote. BIC = Bayesian Information Criterion, TLI = Tucker-Lewis Index, CFI = Bentler’s Comparative Fit Index, RMSEA = Root Mean Square Error of Approximation, SPMR = Standardized Root Mean Square Residual.