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. 2023 Aug 24;11:e15382. doi: 10.7717/peerj.15382

Table 3. Goodness of fit indices for the four models tested for confirmatory factor analysis.

Model Chi-square SRMR RMSEA CFI TLI
Unidimensional χ = 906.14, df = 135, p < .001 0.13 0.15 0.77 0.74
Separate factors χ = 375.09, df = 129, p < .001 0.09 0.09 0.93 0.91
Second-order χ = 483.78, df = 131, p < .001 0.10 0.11 0.89 0.87
Bifactor χ = 292.98, df = 117, p < .001 0.08 0.08 0.95 0.93

Notes.

N = 248.

SRMR
standardized root mean square residual
RMSEA
root mean square error of approximation
CFI
Comparative Fit Index
TLI
Tucker Lewis Index