Measurement reliabilities
| Loading | t-value | p-value | Mean | SD | CR | AVE | |
|---|---|---|---|---|---|---|---|
| Data analytics (DA) | 0.936 | 0.618 | |||||
| DA 1 | 0.798 | 26.833 | *** | 2.823 | 1.123 | ||
| DA 2 | 0.797 | 22.689 | *** | 3.293 | 1.150 | ||
| DA 3 | 0.831 | 31.232 | *** | 2.755 | 1.146 | ||
| DA 4 | 0.814 | 28.91 | *** | 2.324 | 1.021 | ||
| DA 5 | 0.747 | 19.119 | *** | 2.592 | 1.061 | ||
| DA 6 | 0.842 | 29.489 | *** | 2.796 | 0.990 | ||
| DA 7 | 0.754 | 14.608 | *** | 2.510 | 0.999 | ||
| DA 8 | 0.730 | 15.218 | *** | 2.667 | 0.971 | ||
| DA 9 | 0.754 | 13.96 | *** | 2.170 | 0.950 | ||
| Information sharing in supply chain (ISSC) | 0.886 | 0.529 | |||||
| ISSC 1 | 0.649 | 9.836 | *** | 3.442 | 1.011 | ||
| ISSC 2 | 0.832 | 25.786 | *** | 3.442 | 0.874 | ||
| ISSC 3 | 0.773 | 21.747 | *** | 3.388 | 1.006 | ||
| ISSC 4 | 0.748 | 18.097 | *** | 3.082 | 0.877 | ||
| ISSC 5 | 0.768 | 17.818 | *** | 3.483 | 0.844 | ||
| ISSC 6 | 0.699 | 11.114 | *** | 3.367 | 0.834 | ||
| Procurement process digitalizationf (PPD) | – | – | |||||
| PPD 1 | 0.407 | 2.719 | ** | 2.845 | 1.342 | ||
| PPD 2 | 0.434 | 3.018 | ** | 2.878 | 1.272 | ||
| PPD 3 | 0.720 | 5.914 | *** | 3.090 | 1.208 | ||
| PPD 4 | 0.407 | 2.612 | ** | 2.785 | 1.322 | ||
| PPD 5 | 0.772 | 7.463 | *** | 3.905 | 1.164 | ||
| PPD 6 | 0.845 | 7.206 | *** | 3.430 | 1.292 | ||
| PPD 7 | 0.625 | 4.787 | *** | 3.180 | 1.263 | ||
| PPD 8 | 0.456 | 3.27 | *** | 4.227 | 0.864 | ||
| Resiliency (SCRES) | 0.871 | 0.627 | |||||
| SCRES 1 | 0.824 | 23.431 | *** | 3.823 | 0.687 | ||
| SCRES 2 | 0.774 | 17.908 | *** | 3.279 | 0.789 | ||
| SCRES 3 | 0.797 | 16.975 | *** | 3.520 | 0.767 | ||
| SCRES 4 | 0.772 | 16.881 | *** | 3.449 | 0.834 | ||
| Supply chain risk management (RM) | 0.845 | 0.578 | |||||
| RM 1 | 0.802 | 22.912 | *** | 3.891 | 0.775 | ||
| RM 2 | 0.805 | 22.761 | *** | 3.750 | 0.756 | ||
| RM 3 | 0.698 | 14.791 | *** | 3.741 | 0.800 | ||
| RM 4 | 0.729 | 17.766 | *** | 3.796 | 0.746 | ||
| Loading | Mean | SD | CR | AVE | |||
|---|---|---|---|---|---|---|---|
| 0.798 | 26.833 | 2.823 | 1.123 | ||||
| 0.797 | 22.689 | 3.293 | 1.150 | ||||
| 0.831 | 31.232 | 2.755 | 1.146 | ||||
| 0.814 | 28.91 | 2.324 | 1.021 | ||||
| 0.747 | 19.119 | 2.592 | 1.061 | ||||
| 0.842 | 29.489 | 2.796 | 0.990 | ||||
| 0.754 | 14.608 | 2.510 | 0.999 | ||||
| 0.730 | 15.218 | 2.667 | 0.971 | ||||
| 0.754 | 13.96 | 2.170 | 0.950 | ||||
| 0.649 | 9.836 | 3.442 | 1.011 | ||||
| 0.832 | 25.786 | 3.442 | 0.874 | ||||
| 0.773 | 21.747 | 3.388 | 1.006 | ||||
| 0.748 | 18.097 | 3.082 | 0.877 | ||||
| 0.768 | 17.818 | 3.483 | 0.844 | ||||
| 0.699 | 11.114 | 3.367 | 0.834 | ||||
| 0.407 | 2.719 | 2.845 | 1.342 | ||||
| 0.434 | 3.018 | 2.878 | 1.272 | ||||
| 0.720 | 5.914 | 3.090 | 1.208 | ||||
| 0.407 | 2.612 | 2.785 | 1.322 | ||||
| 0.772 | 7.463 | 3.905 | 1.164 | ||||
| 0.845 | 7.206 | 3.430 | 1.292 | ||||
| 0.625 | 4.787 | 3.180 | 1.263 | ||||
| 0.456 | 3.27 | 4.227 | 0.864 | ||||
| 0.824 | 23.431 | 3.823 | 0.687 | ||||
| 0.774 | 17.908 | 3.279 | 0.789 | ||||
| 0.797 | 16.975 | 3.520 | 0.767 | ||||
| 0.772 | 16.881 | 3.449 | 0.834 | ||||
| 0.802 | 22.912 | 3.891 | 0.775 | ||||
| 0.805 | 22.761 | 3.750 | 0.756 | ||||
| 0.698 | 14.791 | 3.741 | 0.800 | ||||
| 0.729 | 17.766 | 3.796 | 0.746 | ||||
Notes:
n = not significant; *statistically significant at p < 0.05; **statistically significant at p <0.01; ***statistically significant at p < 0.001
fFormative construct
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