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. 2019 Oct 30;16(21):4201. doi: 10.3390/ijerph16214201

Table 1.

Measurement invariance of authentic leadership, personal initiative, work engagement and innovative behaviour measures across samples of employees from the three countries.

Model χ2 df p RMSEA SRMR CFI Model Comparison ΔRMSEA ΔSRMR ΔCFI
Authentic leadership
M1. Configural invariance 565.324 177 <0.001 0.055 0.042 0.936 - - - -
M2. Metric invariance 595.747 195 <0.001 0.053 0.044 0.934 M2 vs. M1 0.002 0.002 0.002
M 3. Scalar invariance 902.881 221 <0.001 0.065 0.116 0.887 M3 vs. M2 0.012 0.072 0.047
M 4. Partial scalar invariance 565.324 177 <0.001 0.064 0.116 0.893 M4 vs. M2 0.011 0.072 0.041
Personal initiative
M1. Configural invariance 185.559 42 <0.001 0.069 0.050 0.934 - - - -
M2. Metric invariance 218.633 54 <0.001 0.065 0.066 0.924 M2 vs. M1 0.004 0.016 0.010
M 3. Scalar invariance 450.180 68 <0.001 0.088 0.071 0.824 M3 vs. M2 0.023 0.005 0.100
M 4. Partial scalar invariance 185.559 42 <0.001 0.088 0.069 0.828 M4 vs. M2 0.023 0.003 0.096
Work engagement
M1. Configural invariance 259.246 72 <0.001 0.060 0.040 0.957 - - - -
M2. Metric invariance 314.451 84 <0.001 0.061 0.067 0.947 M2 vs. M1 0.001 0.027 0.010
M 3. Scalar invariance 648.429 102 <0.001 0.086 0.074 0.874 M3 vs. M2 0.019 0.007 0.073
M 4. Partial scalar invariance 259.246 72 <0.001 0.085 0.075 0.880 M4 vs. M2 0.024 0.008 0.067
Innovative behaviour
M1. Configural invariance 43.56 18 0.001 0.045 0.028 0.992 - - - -
M2. Metric invariance 68.24 28 0.001 0.045 0.048 0.987 M2 vs. M1 0.000 0.021 0.005
M3. Scalar invariance 76.269 30 0.001 0.047 0.062 0.985 M3 vs. M2 0.002 0.013 0.002

Note. RMSEA = Root Mean Square Error of Approximation; SRMR = Standardized Root Mean Square Residual; CFI = Comparative Fit Index. To evaluate the model fit, we applied the recommended model fit criteria: for RMSEA and SRMR values below 0.08 indicate acceptable fit, and values above 0.10 indicate poor fit; for CFI, values higher than 0.90 show an acceptable model fit [77,78].