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. 2020 Jul 28;11:1774. doi: 10.3389/fpsyg.2020.01774

TABLE 3.

Goodness of fit indices for model comparisons in moderation analysis of age, gender, and socioeconomic status on the mediation model.

Model χ 2 df χ 2/df Δ χ 2 Δ df p-Value for Δ χ 2 RMSEA (90% CI) CFI NFI IFI AIC ECVI
Threshold for acceptable fit <5 ≥0.001 (significant level) <0.05 ≥0.90 ≥0.90 ≥0.90
Age
Unconstrained 55.717 20 2.786 0.021 (0.015–0.028) 0.997 0.995 0.997 159.717 0.041
Measurement weights 56.928 24 2.372 1.211 4 0.876 0.019 (0.012–0.025) 0.997 0.995 0.997 152.928 0.039
Structural covariances 92.827 39 2.380 37.111 19 0.008 0.019 (0.014–0.024) 0.995 0.991 0.995 158.827 0.040
Measurement residuals 115.710 46 2.515 59.993 26 < 0.001 0.020 (0.015–0.024) 0.994 0.991 0.994 167.710 0.043
Gender
Unconstrained 60.128 20 3.006 0.022 (0.016–0.029) 0.996 0.994 0.996 164.128 0.042
Measurement weights 76.843 24 3.202 16.716 4 0.002 0.024 (0.018–0.030) 0.995 0.993 0.995 172.843 0.044
Structural covariances 205.066 39 5.258 144.939 19 < 0.001 0.033 (0.028–0.037) 0.984 0.981 0.984 271.066 0.069
Measurement residuals 298.891 46 6.498 238.764 26 < 0.001 0.037 (0.033–0.041) 0.976 0.972 0.976 350.891 0.089
Socioeconomic status
Unconstrained 55.013 20 2.751 0.021 (0.014–0.028) 0.997 0.995 0.997 159.013 0.040
Measurement weights 59.237 24 2.468 4.223 4 0.377 0.019 (0.013–0.026) 0.997 0.994 0.997 155.237 0.039
Structural covariances 103.570 39 2.656 48.557 19 < 0.001 0.020 (0.016–0.025) 0.994 0.990 0.994 169.570 0.043
Measurement residuals 108.863 46 2.367 53.850 26 0.001 0.019 (0.014–0.023) 0.994 0.990 0.994 160.863 0.041

χ2 = chi-square; df = degree of freedom; χ2/df = The chi-squared/freedom ratio; RMSEA = Root mean square error of approximation; CFI = Comparative fit index; NFI = Normed fit index; IFI = Incremental fit index; AIC = Akaike information criteria; ECVI = Expected cross-validation index. The chi-square deference (Δχ2) tests are compared with the unconstrained model (baseline model).