Table 3 Convergent validity results
No | Constructs | Indicators | Factor Loadings | CR | AVE |
|---|---|---|---|---|---|
1 | Big data traits (BDT) | V1 | 0.725 | 0.822 | 0.536 |
| Â | Â | V2 | 0.765 | Â | Â |
| Â | Â | V3 | 0.726 | Â | Â |
| Â | Â | V4 | 0.712 | Â | Â |
2 | Accuracy (AC) | AC1 | 0.763 | 0.861 | 0.675 |
| Â | Â | AC2 | 0.907 | Â | Â |
| Â | Â | AC4 | 0.786 | Â | Â |
3 | Believability (BE) | BE1 | 0.823 | 0.869 | 0.688 |
| Â | Â | BE3 | 0.866 | Â | Â |
| Â | Â | BE4 | 0.798 | Â | Â |
4 | Completeness (COM) | COM1 | 0.786 | 0.881 | 0.649 |
| Â | Â | COM2 | 0.831 | Â | Â |
| Â | Â | COM3 | 0.771 | Â | Â |
| Â | Â | COM4 | 0.832 | Â | Â |
5 | Timeliness (TI) | TI1 | 0.805 | 0.893 | 0.677 |
| Â | Â | TI2 | 0.758 | Â | Â |
| Â | Â | TI3 | 0.854 | Â | Â |
| Â | Â | TI4 | 0.869 | Â | Â |
6 | Ease of operation (EO) | EO1 | 0.844 | 0.917 | 0.786 |
| Â | Â | EO2 | 0.905 | Â | Â |
| Â | Â | EO3 | 0.910 | Â | Â |
7 | Big data analytics application | BDA1 | 0.867 | 0.901 | 0.695 |
| Â | (BDAA) | BDA2 | 0.830 | Â | Â |
| Â | Â | BDA3 | 0.869 | Â | Â |
| Â | Â | BDA4 | 0.764 | Â | Â |