Reliability and validity of constructs
| Constructs | Item | Skewness | Kurtosis | Loading | VIF | CA | CR | AVE |
|---|---|---|---|---|---|---|---|---|
| Implementation of circular economy | ICE1 | 0.614 | −0.46 | 0.775 | 1.406 | 0.896 | 0.789 | 0.745 |
| ICE2 | 0.706 | 0.861 | 0.879 | 1.184 | ||||
| ICE3 | 0.797 | 0.447 | 0.942 | 1.732 | ||||
| ICE4 | 0.558 | 0.229 | 0.867 | 1.773 | ||||
| ICE5 | 0.579 | 0.558 | 0.751 | 1.517 | ||||
| Reverse logistics practices | RLP1 | 0.771 | 0.854 | 0.755 | 1.218 | 0.769 | 0.856 | 0.732 |
| RLP2 | 0.864 | 0.625 | 0.931 | 1.296 | ||||
| RLP3 | 0.669 | −0.551 | 0.809 | 1.932 | ||||
| RLP4 | 0.572 | 0.336 | 0.973 | 2.014 | ||||
| RLP5 | 0.645 | 0.572 | 0.772 | 1.628 | ||||
| Technology and information systems | TIS1 | 0.736 | −0.803 | 0.881 | 1.403 | 0.865 | 0.734 | 0.821 |
| TIS2 | 0.805 | 0.663 | 0.829 | 1.519 | ||||
| TIS3 | 0.593 | 0.864 | 0.705 | 1.936 | ||||
| TIS4 | 0.841 | 0.833 | 0.883 | 1.441 | ||||
| TIS5 | 0.634 | 0.569 | 0.942 | 1.854 | ||||
| Supply chain design | SCD1 | 0.845 | 0.861 | 0.848 | 1.533 | 0.763 | 0.729 | 0.867 |
| SCD2 | 0.714 | 0.792 | 0.778 | 1.934 | ||||
| SCD3 | 0.691 | 0.447 | 0.879 | 2.103 | ||||
| SCD4 | 0.522 | 0.258 | 0.781 | 2.139 | ||||
| SCD5 | 0.669 | 0.522 | 0.831 | 1.628 | ||||
| Productivity | PRO1 | 0.853 | 0.319 | 0.75 | 1.609 | 0.854 | 0.865 | 0.698 |
| PRO2 | 0.603 | 0.099 | 0.713 | 1.843 | ||||
| PRO3 | 0.794 | 0.663 | 0.886 | 1.895 | ||||
| PRO4 | 0.807 | 0.469 | 0.849 | 1.362 | ||||
| PRO5 | 0.854 | 0.643 | 0.775 | 1.817 | ||||
| Sustainability | SUS1 | 0.703 | 0.538 | 0.664 | 1.628 | 0.765 | 0.734 | 0.687 |
| SUS2 | 0.772 | 0.614 | 0.728 | 1.845 | ||||
| SUS3 | 0.836 | 0.539 | 0.883 | 1.406 | ||||
| SUS4 | 0.755 | 0.534 | 0.771 | 1.239 | ||||
| SUS5 | 0.614 | −0.46 | 0.775 | 1.406 |
| Constructs | Item | Skewness | Kurtosis | Loading | VIF | CA | CR | AVE |
|---|---|---|---|---|---|---|---|---|
| Implementation of circular economy | ICE1 | 0.614 | −0.46 | 0.775 | 1.406 | 0.896 | 0.789 | 0.745 |
| ICE2 | 0.706 | 0.861 | 0.879 | 1.184 | ||||
| ICE3 | 0.797 | 0.447 | 0.942 | 1.732 | ||||
| ICE4 | 0.558 | 0.229 | 0.867 | 1.773 | ||||
| ICE5 | 0.579 | 0.558 | 0.751 | 1.517 | ||||
| Reverse logistics practices | RLP1 | 0.771 | 0.854 | 0.755 | 1.218 | 0.769 | 0.856 | 0.732 |
| RLP2 | 0.864 | 0.625 | 0.931 | 1.296 | ||||
| RLP3 | 0.669 | −0.551 | 0.809 | 1.932 | ||||
| RLP4 | 0.572 | 0.336 | 0.973 | 2.014 | ||||
| RLP5 | 0.645 | 0.572 | 0.772 | 1.628 | ||||
| Technology and information systems | TIS1 | 0.736 | −0.803 | 0.881 | 1.403 | 0.865 | 0.734 | 0.821 |
| TIS2 | 0.805 | 0.663 | 0.829 | 1.519 | ||||
| TIS3 | 0.593 | 0.864 | 0.705 | 1.936 | ||||
| TIS4 | 0.841 | 0.833 | 0.883 | 1.441 | ||||
| TIS5 | 0.634 | 0.569 | 0.942 | 1.854 | ||||
| Supply chain design | SCD1 | 0.845 | 0.861 | 0.848 | 1.533 | 0.763 | 0.729 | 0.867 |
| SCD2 | 0.714 | 0.792 | 0.778 | 1.934 | ||||
| SCD3 | 0.691 | 0.447 | 0.879 | 2.103 | ||||
| SCD4 | 0.522 | 0.258 | 0.781 | 2.139 | ||||
| SCD5 | 0.669 | 0.522 | 0.831 | 1.628 | ||||
| Productivity | PRO1 | 0.853 | 0.319 | 0.75 | 1.609 | 0.854 | 0.865 | 0.698 |
| PRO2 | 0.603 | 0.099 | 0.713 | 1.843 | ||||
| PRO3 | 0.794 | 0.663 | 0.886 | 1.895 | ||||
| PRO4 | 0.807 | 0.469 | 0.849 | 1.362 | ||||
| PRO5 | 0.854 | 0.643 | 0.775 | 1.817 | ||||
| Sustainability | SUS1 | 0.703 | 0.538 | 0.664 | 1.628 | 0.765 | 0.734 | 0.687 |
| SUS2 | 0.772 | 0.614 | 0.728 | 1.845 | ||||
| SUS3 | 0.836 | 0.539 | 0.883 | 1.406 | ||||
| SUS4 | 0.755 | 0.534 | 0.771 | 1.239 | ||||
| SUS5 | 0.614 | −0.46 | 0.775 | 1.406 |
Source(s): Primary Data, 2024
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