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. 2016 Sep 19;16:242. doi: 10.1186/s12909-016-0763-5

Table 4.

Model fit indexes for confirmatory factor analysis and second order latent variable analysis

Number of variables Number of parameters estimated χ2(df), p-value X 2/df CFI GFI PCFI PGFI RMSEA MECVI AIC Δχ2(df), p-value
Model for the CFA 43 Weights: 17 557.18 (167), p < 0.001 3.34 0.9 0.95 0.79 0.76 0.046 (p = 0.938) 0.59 643.18
Variances: 23 95 % C.I.
Covariances: 3 [0.043,0.051]
2nd order latent variable model 47 Weights: 19 557.18 (167), p < 0.001 3.34 0.9 0.95 0.79 0.76 0.046 (p = 0.938) 0.59 643.18 120.18 (1), p < 0.001
Variances: 24 95 % C.I.
Covariances: 0 [0.043,0.051]
Modified 2nd order latent variable model 47 Weights: 19 437.01 (166), p < 0.001 2.63 0.93 0.96 0.82 0.76 0.038 (p = 1) 0.48 525.01
Variances: 24 95 % C.I.
Covariances: 1 [0.035, 0.044]