Factor analysis, reliability and composite reliability of constructs
| Factor measurement | Loadings | Variance exp. (%) | R | CR |
|---|---|---|---|---|
| Continuous use of BT (α = 0.851) | 23.178 | 0.930 | ||
| CUBT3 | 0.853 | 0.824 | ||
| CUBT1 | 0.845 | 0.902 | ||
| CUBT2 | 0.821 | 0.798 | ||
| Technology user experience (α = 0.883) | 16.533 | 0.946 | ||
| TUX8 | 0.871 | 0.884 | ||
| TUX1 | 0.814 | 0.908 | ||
| TUX7 | 0.799 | 0.775 | ||
| TUX5 | 0.780 | 0.842 | ||
| TUX4 | 0.733 | 0.902 | ||
| TUX2 | 0.732 | 0.837 | ||
| Business ecosystem learning (α = 0.769) | 14.624 | 0.943 | ||
| BEL3 | 0.839 | 0.904 | ||
| BEL4 | 0.822 | 0.842 | ||
| BEL1 | 0.749 | 0.878 | ||
| BEL9 | 0.743 | 0.894 | ||
| BEL8 | 0.721 | 0.785 | ||
| BEL5 | 0.719 | 0.897 | ||
| BEL7 | 0.712 | 0.886 | ||
| Adhocracy culture (α = 0.818) | 11.590 | 0.935 | ||
| ADC4 | 0.824 | 0.824 | ||
| ADC6 | 0.803 | 0.891 | ||
| ADC2 | 0.791 | 0.904 | ||
| ADC1 | 0.779 | 0.898 | ||
| ADC3 | 0.725 | 0.892 |
| Factor measurement | Loadings | Variance exp. (%) | R | CR |
|---|---|---|---|---|
| Continuous use of BT (α = 0.851) | 23.178 | 0.930 | ||
| CUBT3 | 0.853 | 0.824 | ||
| CUBT1 | 0.845 | 0.902 | ||
| CUBT2 | 0.821 | 0.798 | ||
| Technology user experience (α = 0.883) | 16.533 | 0.946 | ||
| TUX8 | 0.871 | 0.884 | ||
| TUX1 | 0.814 | 0.908 | ||
| TUX7 | 0.799 | 0.775 | ||
| TUX5 | 0.780 | 0.842 | ||
| TUX4 | 0.733 | 0.902 | ||
| TUX2 | 0.732 | 0.837 | ||
| Business ecosystem learning (α = 0.769) | 14.624 | 0.943 | ||
| BEL3 | 0.839 | 0.904 | ||
| BEL4 | 0.822 | 0.842 | ||
| BEL1 | 0.749 | 0.878 | ||
| BEL9 | 0.743 | 0.894 | ||
| BEL8 | 0.721 | 0.785 | ||
| BEL5 | 0.719 | 0.897 | ||
| BEL7 | 0.712 | 0.886 | ||
| Adhocracy culture (α = 0.818) | 11.590 | 0.935 | ||
| ADC4 | 0.824 | 0.824 | ||
| ADC6 | 0.803 | 0.891 | ||
| ADC2 | 0.791 | 0.904 | ||
| ADC1 | 0.779 | 0.898 | ||
| ADC3 | 0.725 | 0.892 |
Note(s): KMO = 0.841, Bartlett’s test of sphericity: χ2 = 7914.194, p < 0.000
Source(s): Field survey by the author (2024)
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