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. 2019 Dec 12;16(24):5084. doi: 10.3390/ijerph16245084

Table 3.

Comparison of measurement models in confirmatory factor analysis.

Model Factors Fit Indices 1
χ2 df χ2/df RMSEA CFI IFI TLI
Model 1 (six factors) 378.828 215 1.762 0.045 0.958 0.959 0.951
Model 2 (five factors) 397.607 220 1.807 0.046 0.955 0.955 0.948
Model 3 (four factors) 445.161 224 1.987 0.051 0.944 0.944 0.936
Model 4 (three factors) 448.448 227 1.976 0.051 0.944 0.944 0.937
Model 5 (two factors) 488.376 229 2.133 0.055 0.934 0.934 0.927
Model 6 (one factor) 489.045 230 2.126 0.055 0.934 0.934 0.927

1χ2 = Pearson’s Chi-square; df = degrees of freedom; RMSEA= root mean square error of approximation; CFI= comparative fit index; IFI = incremental fit index; TLI = Tucker–Lewis index.