Table 5.
Invariance steps | Gender | RMSEA | TLI | CFI | ΔCFI | Age | RMSEA | TLI | CFI | ΔCFI |
Configural invariance | Female | 0.051 | 0.934 | 0.950 | Older adults | 0.040 | 0.960 | 0.970 | ||
Male | 0.051 | 0.934 | 0.950 | Young adults | 0.040 | 0.960 | 0.970 | |||
Metric invariance | Female | 0.052 | 0.932 | 0.943 | 0.007 | Older adults | 0.042 | 0.957 | 0.964 | 0.006 |
Male | 0.052 | 0.932 | 0.943 | 0.007 | Young adults | 0.042 | 0.957 | 0.964 | 0.006 | |
Scalar invariance | Female | 0.050 | 0.936 | 0.943 | 0.000 | Older adults | 0.041 | 0.959 | 0.963 | 0.001 |
Male | 0.050 | 0.936 | 0.943 | 0.000 | Young adults | 0.041 | 0.959 | 0.963 | 0.001 | |
Strict invariance | Female | 0.048 | 0.941 | 0.942 | 0.001 | Older adults | 0.041 | 0.959 | 0.960 | 0.003 |
Male | 0.048 | 0.941 | 0.942 | 0.001 | Young adults | 0.041 | 0.959 | 0.960 | 0.003 |
Criteria for an acceptable fit were a RMSEA of <0.06, and a CFI, and a TLI of ≥0.90. Configural invariance—no constraints; Full metric invariance—with all factor loadings constrained equal. Scalar invariance—with all intercepts constrained equal; Strict invariance—with all factor loadings and intercepts fixed; Measurement invariance is assumed when ΔCFI is ≤0.01.
CFI, Comparative Fit Index; RMSEA, root mean square error of approximation; TLI, Tucker-Lewis Index.