Table 5.
Measurement invariance testing across sex, residency, and disease duration
| Group | Step | χ² | df | Δχ² | P | CFI | ΔCFI | RMSEA | ΔRMSEA |
|---|---|---|---|---|---|---|---|---|---|
| Sex | Configural | 152.07 | 108 | — | — | 0.974 | — | 0.038 | — |
| Metric | 156.15 | 119 | 4.08 | 0.967 | 0.978 | + 0.004 | 0.033 | −0.005 | |
| Scalar | 172.73 | 131 | 16.57 | 0.166 | 0.975 | −0.003 | 0.033 | 0.000 | |
| Structural covariances | 175.29 | 132 | 2.56 | 0.109 | 0.974 | −0.001 | 0.034 | + 0.001 | |
| Strict (residuals) | 190.74 | 144 | 15.45 | 0.218 | 0.972 | −0.002 | 0.033 | −0.001 | |
| Duration | Configural | 147.80 | 108 | — | — | 0.977 | — | 0.036 | — |
| Metric | 166.09 | 119 | 18.29 | 0.075 | 0.973 | −0.004 | 0.037 | + 0.001 | |
| Scalar | 174.06 | 131 | 7.97 | 0.787 | 0.975 | + 0.002 | 0.034 | −0.003 | |
| Structural covariances | 174.99 | 132 | 0.93 | 0.334 | 0.975 | 0.000 | 0.034 | 0.000 | |
| Strict (residuals) | 185.03 | 144 | 10.04 | 0.612 | 0.976 | + 0.001 | 0.031 | −0.003 | |
| Residency | Configural | 149.86 | 108 | — | — | 0.976 | — | 0.037 | — |
| Metric | 163.51 | 119 | 13.64 | 0.253 | 0.974 | −0.002 | 0.036 | −0.001 | |
| Scalar | 176.59 | 131 | 13.08 | 0.363 | 0.974 | 0.000 | 0.035 | −0.001 | |
| Structural covariances | 176.78 | 132 | 0.19 | 0.659 | 0.974 | 0.000 | 0.034 | −0.001 | |
| Strict (residuals) | 181.35 | 144 | 4.57 | 0.971 | 0.978 | + 0.004 | 0.030 | −0.004 |
χ² = Chi-square value; df = degrees of freedom; CFI = Comparative Fit Index; RMSEA = Root Mean Square Error of Approximation. Δχ², ΔCFI, and ΔRMSEA represent changes in chi-square, CFI, and RMSEA respectively, from the previous step. Configural invariance tests whether the same factor structure holds across groups. Metric invariance constrains factor loadings to be equal, scalar invariance adds equality constraints on intercepts, structural covariances constrain variances and covariances, and strict invariance further constrains residual variances. Changes in CFI ≤ 0.010 and RMSEA ≤ 0.015 are generally considered evidence of invariance