The results of fuzzy exploratory analysis
| No. | Variance | Eigenvalues | Loading factor | Corresponding indices | Factor title |
|---|---|---|---|---|---|
| 1 | (6.78,6.74,6.72) | (3.388,3.258,3.158) | (0.958,0.948,0.94) | PO7 | Integrate of connectivity |
| (0.327,0.325,0.325) | SN4 | ||||
| (0.958,0.948,0.94) | IT10 | ||||
| (−0.392,−0.391,−0.441) | SN8 | ||||
| (0.315,0.315,0.318) | TT7 | ||||
| 2 | (6.04, 5.90,5.87) | (2.054,2.107,1.985) | (0.92,0.885,0.734) | PO6 | Spare hub |
| (0.91,0.871,0.747) | SN5 | ||||
| (0.308,0.343,0.323) | SN9 | ||||
| (0.359,0.405,0.412) | TT6 | ||||
| 3 | (5.44,5.55,4.95) | (1.788,1.720,1.630) | (0.485,0.572,0.534) | IT3 | Service issue |
| (0.636,0.701,0.634) | TT9 | ||||
| (0.674,0.702,0.443) | TT2 | ||||
| 4 | (4.78,4.59,4.35) | (1.388,1.439,1.487) | (−0.403,0.816,−0.341) | PO2 | Logistics and supply chain |
| (0.876,−0.347,0.771) | PO4 | ||||
| (0.462,0.313,−0.422) | SN2 | ||||
| 5 | (4.55,4.25,4.33) | (1.292,1.291,1.276) | (0.541,0.358,0.379) | TT5 | Market component |
| (−0.379,−0.716,−0.765) | TT11 | ||||
| (0.437,0.413,0.441) | IT6 | ||||
| 6 | (4.38,4.21,4.31) | (1.163,1.206,1.246) | (−0.352,0.359,0.554) | IT1 | Online and digital markets |
| (−0.364,−0.394,−0.354) | TT1 | ||||
| 7 | (3.44,4.04,4.15) | (0.971,1.063,1.151) | (−0.509,−0.509,−0.466) | PO1 | Optimisation of efficiency |
| (−0.402,−0.402,−0.331) | SN6 | ||||
| (0.429,0.429,0.319) | SN7 |
| No. | Variance | Eigenvalues | Loading factor | Corresponding indices | Factor title |
|---|---|---|---|---|---|
| 1 | (6.78,6.74,6.72) | (3.388,3.258,3.158) | (0.958,0.948,0.94) | PO7 | Integrate of connectivity |
| (0.327,0.325,0.325) | SN4 | ||||
| (0.958,0.948,0.94) | IT10 | ||||
| (−0.392,−0.391,−0.441) | SN8 | ||||
| (0.315,0.315,0.318) | TT7 | ||||
| 2 | (6.04, 5.90,5.87) | (2.054,2.107,1.985) | (0.92,0.885,0.734) | PO6 | Spare hub |
| (0.91,0.871,0.747) | SN5 | ||||
| (0.308,0.343,0.323) | SN9 | ||||
| (0.359,0.405,0.412) | TT6 | ||||
| 3 | (5.44,5.55,4.95) | (1.788,1.720,1.630) | (0.485,0.572,0.534) | IT3 | Service issue |
| (0.636,0.701,0.634) | TT9 | ||||
| (0.674,0.702,0.443) | TT2 | ||||
| 4 | (4.78,4.59,4.35) | (1.388,1.439,1.487) | (−0.403,0.816,−0.341) | PO2 | Logistics and supply chain |
| (0.876,−0.347,0.771) | PO4 | ||||
| (0.462,0.313,−0.422) | SN2 | ||||
| 5 | (4.55,4.25,4.33) | (1.292,1.291,1.276) | (0.541,0.358,0.379) | TT5 | Market component |
| (−0.379,−0.716,−0.765) | TT11 | ||||
| (0.437,0.413,0.441) | IT6 | ||||
| 6 | (4.38,4.21,4.31) | (1.163,1.206,1.246) | (−0.352,0.359,0.554) | IT1 | Online and digital markets |
| (−0.364,−0.394,−0.354) | TT1 | ||||
| 7 | (3.44,4.04,4.15) | (0.971,1.063,1.151) | (−0.509,−0.509,−0.466) | PO1 | Optimisation of efficiency |
| (−0.402,−0.402,−0.331) | SN6 | ||||
| (0.429,0.429,0.319) | SN7 |
Source(s): Authors