Model fit summary and measure models comparison (N = 1,506)
| Model | χ2 | df | P | GFI | CFI | NFI | RMSEA |
|---|---|---|---|---|---|---|---|
| Four factor model (M1) | 458.389 | 75 | <0.001 | 0.958 | 0.973 | 0.968 | 0.058 |
| Three factor model (M2) | 648.136 | 78 | <0.001 | 0.942 | 0.960 | 0.955 | 0.070 |
| Three factor model (M3) | 929.012 | 78 | <0.001 | 0.908 | 0.940 | 0.935 | 0.085 |
| Three factor model (M4) | 636.306 | 78 | <0.001 | 0.943 | 0.961 | 0.955 | 0.069 |
| Model | GFI | CFI | NFI | RMSEA | |||
|---|---|---|---|---|---|---|---|
| Four factor model (M1) | 458.389 | 75 | <0.001 | 0.958 | 0.973 | 0.968 | 0.058 |
| Three factor model (M2) | 648.136 | 78 | <0.001 | 0.942 | 0.960 | 0.955 | 0.070 |
| Three factor model (M3) | 929.012 | 78 | <0.001 | 0.908 | 0.940 | 0.935 | 0.085 |
| Three factor model (M4) | 636.306 | 78 | <0.001 | 0.943 | 0.961 | 0.955 | 0.069 |
Note(s): χ2, chi-square; df, degrees of freedom; GFI, goodness of fit index; CFI, comparative fit index; NFI, normed fit index; RMSEA, root mean square error of approximation
M2 is the same as M1 except items for F1 and F4 are loaded on one factor
M3 is the same as M1 except items for F2 and F4 are loaded on one factor
M4 is the same as M1 except items for F3 and F4 are loaded on one factor
Source(s): Table created by authors