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. 2022 Feb 22;12(2):e050709. doi: 10.1136/bmjopen-2021-050709

Table 5.

Multigroup confirmatory factor analysis for age and gender subgroups

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.