Table 10.
Fit-indices of the models for testing of measurement invariance.
χ2 | df | χ2/df | CFI | RMSEA | 90% CI | SRMR | BIC | m∧ | Δχ2 | Δdf | p | ΔCFI | Δ RMSEA | Δ SRMR | Decision | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
FHC-PA (Sg): | ||||||||||||||||
Female (n = 251) and Male (n = 149) | ||||||||||||||||
M1 | 476** | 202 | 2.36 | 0.954 | 0.082 | 0.073–0.092 | 0.049 | 10100 | – | – | – | – | – | – | – | – |
M2 | 498** | 218 | 2.28 | 0.953 | 0.080 | 0.071–0.089 | 0.068 | 10000 | M1 | 21.7 | 16 | 0.152 | −0.001 | −0.002 | 0.019 | Accept |
M3 | 518** | 234 | 2.21 | 0.952 | 0.078 | 0.069–0.087 | 0.069 | 9970 | M2 | 19.8 | 16 | 0.231 | −0.001 | −0.002 | 0.001 | Accept |
< 41 years old (n = 194) and ≥41 years old (n = 206) | ||||||||||||||||
M1 | 485** | 202 | 2.40 | 0.953 | 0.084 | 0.074–0.093 | 0.050 | 10100 | – | – | – | – | – | – | - | - |
M2 | 514** | 218 | 2.36 | 0.950 | 0.082 | 0.073–0.092 | 0.114 | 10000 | M1 | 28.7* | 16 | 0.026 | −0.003 | −0.002 | 0.064 | Reject |
M2a | 490** | 213 | 2.30 | 0.954 | 0.081 | 0.071–0.090 | 0.066 | 10000 | M1 | 4.64 | 11 | 0.947 | 0.001 | −0.003 | 0.016 | Accept |
M3 | 531** | 234 | 2.27 | 0.950 | 0.080 | 0.071–0.089 | 0.115 | 9920 | M2 | 17.5 | 16 | 0.356 | 0.000 | 0.000 | 0.000 | Accept |
Below tertiary (n = 131) and Tertiary (n = 269) | ||||||||||||||||
M1 | 514** | 202 | 2.55 | 0.948 | 0.088 | 0.079–0.097 | 0.056 | 10100 | – | – | – | – | – | – | - | - |
M2 | 534** | 218 | 2.45 | 0.947 | 0.085 | 0.076–0.094 | 0.094 | 10000 | M1 | 19.4 | 16 | 0.250 | −0.001 | −0.003 | 0.038 | Accept |
M3 | 550** | 234 | 2.35 | 0.947 | 0.082 | 0.073–0.091 | 0.094 | 9950 | M2 | 16.1 | 16 | 0.450 | 0.000 | −0.003 | 0.000 | Accept |
FHC-NU (Sg): | ||||||||||||||||
Female (n = 251) and Male (n = 149) | ||||||||||||||||
M1 | 395** | 196 | 2.01 | 0.961 | 0.071 | 0.061–0.081 | 0.047 | 8981 | – | – | – | – | – | – | - | - |
M2 | 408** | 212 | 1.92 | 0.962 | 0.068 | 0.058–0.078 | 0.068 | 8898 | M1 | 12.6 | 16 | 0.703 | 0.001 | −0.003 | 0.021 | Accept |
M3 | 424** | 228 | 1.86 | 0.962 | 0.066 | 0.056–0.075 | 0.068 | 8818 | M2 | 16.0 | 16 | 0.456 | 0.000 | −0.002 | 0.000 | Accept |
< 41 years old (n = 194) and ≥41 years old (n = 206) | ||||||||||||||||
M1 | 395** | 196 | 2.02 | 0.962 | 0.071 | 0.061–0.081 | 0.045 | 8500 | – | – | – | – | – | – | - | - |
M2 | 406** | 212 | 1.92 | 0.963 | 0.068 | 0.058–0.078 | 0.076 | 8846 | M1 | 11.2 | 16 | 0.800 | 0.001 | −0.003 | 0.031 | Accept |
M3 | 424** | 228 | 1.86 | 0.962 | 0.066 | 0.056–0.075 | 0.076 | 8768 | M2 | 18.2 | 16 | 0.314 | −0.001 | −0.002 | 0.000 | Accept |
Pre-tertiary (n = 131) and Tertiary (n = 269) | ||||||||||||||||
M1 | 369** | 196 | 1.88 | 0.966 | 0.066 | 0.056–0.077 | 0.046 | 8971 | – | – | – | – | – | – | - | - |
M2 | 379** | 212 | 1.79 | 0.967 | 0.063 | 0.052–0.073 | 0.066 | 8885 | M1 | 10.57 | 16 | 0.835 | 0.001 | −0.003 | 0.020 | Accept |
M3 | 398** | 228 | 1.74 | 0.967 | 0.061 | 0.051–0.071 | 0.066 | 8808 | M2 | 18.45 | 16 | 0.298 | 0.000 | −0.002 | 0.000 | Accept |
All estimates are rounded off to 3 significant figures.
p < 0.05;
p < 0.001. M1 = Configural invariance model (Unconstrained). M2 = Metric invariance model (Fully constrained factor loadings only). M2a = Partial metric invariance model (Partially constrained factor loadings only). M3 = Scalar invariance model (Fully constrained factor loadings and fully constrained item intercepts). m∧, Model comparison for difference between model fits.