Assessment of the measurement model
| Construct | Item | Loading | Excess kurtosis | Skewness | Cramér-von mises p-value | α | rho_A | CR | AVE |
|---|---|---|---|---|---|---|---|---|---|
| Economic Benefit | EB1 | 0.928 | −0.480 | −0.698 | 0.000 | 0.929 | 0.931 | 0.955 | 0.876 |
| EB2 | 0.941 | −0.256 | −0.758 | 0.000 | |||||
| EB3 | 0.940 | −0.143 | −0.849 | 0.000 | |||||
| Value of Openness to Change | VC1 | 0.902 | −0.039 | −0.939 | 0.000 | 0.917 | 0.923 | 0.948 | 0.858 |
| VC2 | 0.938 | 0.450 | −1.108 | 0.000 | |||||
| VC3 | 0.938 | 0.585 | −1.160 | 0.000 | |||||
| Innovativeness | IN1 | 0.934 | −0.038 | −0.978 | 0.000 | 0.903 | 0.917 | 0.939 | 0.837 |
| IN2 | 0.890 | −0.641 | −0.582 | 0.000 | |||||
| IN3 | 0.920 | 0.299 | −1.061 | 0.000 | |||||
| Regulation | RG1 | 0.905 | −0.897 | 0.041 | 0.000 | 0.928 | 0.940 | 0.948 | 0.821 |
| RG2 | 0.897 | −0.853 | 0.152 | 0.000 | |||||
| RG3 | 0.930 | −0.906 | 0.045 | 0.000 | |||||
| RG4 | 0.891 | −0.747 | −0.020 | 0.000 | |||||
| Government Support | GS1 | 0.912 | −0.919 | −0.049 | 0.000 | 0.933 | 0.941 | 0.952 | 0.832 |
| GS2 | 0.906 | −0.782 | 0.032 | 0.000 | |||||
| GS3 | 0.931 | −0.924 | −0.016 | 0.000 | |||||
| GS4 | 0.900 | −0.919 | −0.047 | 0.000 | |||||
| Attitude toward Fintech | AT1 | 0.931 | 1.764 | −1.509 | 0.000 | 0.934 | 0.934 | 0.958 | 0.883 |
| AT2 | 0.946 | 0.509 | −1.088 | 0.000 | |||||
| AT3 | 0.942 | 0.845 | −1.222 | 0.000 | |||||
| Fintech Intention | FI1 | 0.962 | 0.230 | −0.957 | 0.000 | 0.965 | 0.965 | 0.977 | 0.935 |
| FI2 | 0.967 | 0.351 | −0.956 | 0.000 | |||||
| FI3 | 0.972 | 0.425 | −1.015 | 0.000 |
| Construct | Item | Loading | Excess kurtosis | Skewness | Cramér-von mises | α | rho_A | CR | AVE |
|---|---|---|---|---|---|---|---|---|---|
| Economic Benefit | EB1 | 0.928 | −0.480 | −0.698 | 0.000 | 0.929 | 0.931 | 0.955 | 0.876 |
| EB2 | 0.941 | −0.256 | −0.758 | 0.000 | |||||
| EB3 | 0.940 | −0.143 | −0.849 | 0.000 | |||||
| Value of Openness to Change | VC1 | 0.902 | −0.039 | −0.939 | 0.000 | 0.917 | 0.923 | 0.948 | 0.858 |
| VC2 | 0.938 | 0.450 | −1.108 | 0.000 | |||||
| VC3 | 0.938 | 0.585 | −1.160 | 0.000 | |||||
| Innovativeness | IN1 | 0.934 | −0.038 | −0.978 | 0.000 | 0.903 | 0.917 | 0.939 | 0.837 |
| IN2 | 0.890 | −0.641 | −0.582 | 0.000 | |||||
| IN3 | 0.920 | 0.299 | −1.061 | 0.000 | |||||
| Regulation | RG1 | 0.905 | −0.897 | 0.041 | 0.000 | 0.928 | 0.940 | 0.948 | 0.821 |
| RG2 | 0.897 | −0.853 | 0.152 | 0.000 | |||||
| RG3 | 0.930 | −0.906 | 0.045 | 0.000 | |||||
| RG4 | 0.891 | −0.747 | −0.020 | 0.000 | |||||
| Government Support | GS1 | 0.912 | −0.919 | −0.049 | 0.000 | 0.933 | 0.941 | 0.952 | 0.832 |
| GS2 | 0.906 | −0.782 | 0.032 | 0.000 | |||||
| GS3 | 0.931 | −0.924 | −0.016 | 0.000 | |||||
| GS4 | 0.900 | −0.919 | −0.047 | 0.000 | |||||
| Attitude toward Fintech | AT1 | 0.931 | 1.764 | −1.509 | 0.000 | 0.934 | 0.934 | 0.958 | 0.883 |
| AT2 | 0.946 | 0.509 | −1.088 | 0.000 | |||||
| AT3 | 0.942 | 0.845 | −1.222 | 0.000 | |||||
| Fintech Intention | FI1 | 0.962 | 0.230 | −0.957 | 0.000 | 0.965 | 0.965 | 0.977 | 0.935 |
| FI2 | 0.967 | 0.351 | −0.956 | 0.000 | |||||
| FI3 | 0.972 | 0.425 | −1.015 | 0.000 |
Note(s): α = Cronbach's alpha, CR = composite reliability, AVE = average variance extracted. All the values of AVE, CR, Cronbach's alpha and rho_A are significant at p < 0.001 level
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