Formative constructs collinearity, outer weights, and significance testing results
| Formative constructs | Formative indicators | VIF | Outer weights (outer loadings) | t-Value | p-Value | 95% Bca confidence interval | Significance (p<0.05) |
|---|---|---|---|---|---|---|---|
| Expectations | EXPECT_1 | 1.656 | 0.234 (0.693) | 5.715 | 0.000 | [0.152, 0.310] | Yes |
| EXPECT_2 | 1.342 | 0.287 (0.662) | 8.265 | 0.000 | [0.218, 0.356] | Yes | |
| EXPECT_3 | 1.198 | 0.375 (0.695) | 10.842 | 0.000 | [0.310, 0.445] | Yes | |
| EXPECT_4 | 1.296 | 0.155 (0.544) | 4.814 | 0.000 | [0.092, 0.217] | Yes | |
| EXPECT_5 | 1.813 | 0.378 (0.801) | 9.254 | 0.000 | [0.296, 0.458] | Yes | |
| Perceived product quality | PPQ_1 | 1.236 | 0.459 (0.761) | 17.634 | 0.000 | [0.407, 0.507] | Yes |
| PPQ_2 | 1.627 | 0.102 (0.584) | 3.659 | 0.000 | [0.051, 0.163] | Yes | |
| PPQ_3 | 1.858 | 0.145 (0.653) | 5.147 | 0.000 | [0.092, 0.202] | Yes | |
| PPQ_4 | 1.740 | 0.263 (0.697) | 9.320 | 0.000 | [0.208, 0.319] | Yes | |
| PPQ_5 | 1.142 | 0.169 (0.491) | 8.716 | 0.000 | [0.132, 0.209] | Yes | |
| PPQ_6 | 1.249 | 0.233 (0.603) | 11.383 | 0.000 | [0.193, 0.273] | Yes | |
| PPQ_7 | 1.154 | 0.180 (0.500) | 9.082 | 0.000 | [0.141, 0.218] | Yes | |
| Perceived service quality | PSQ_1 | 1.202 | 0.174 (0.492) | 6.280 | 0.000 | [0.121, 0.230] | Yes |
| PSQ_2 | 1.669 | 0.046 (0.497) | 1.456 | 0.146 | [−0.015, 0.109] | No | |
| PSQ_3 | 1.627 | 0.215 (0.552) | 6.331 | 0.000 | [0.152, 0.284] | Yes | |
| PSQ_4 | 1.216 | 0.147 (0.517) | 4.846 | 0.000 | [0.087, 0.204] | Yes | |
| PSQ_5 | 1.479 | 0.237 (0.629) | 7.367 | 0.000 | [0.175, 0.300] | Yes | |
| PSQ_6 | 1.270 | 0.249 (0.627) | 7.805 | 0.000 | [0.190, 0.317] | Yes | |
| PSQ_7 | 1.426 | 0.086 (0.556) | 2.804 | 0.005 | [0.028, 0.147] | Yes | |
| PSQ_8 | 1.209 | 0.467 (0.734) | 13.678 | 0.000 | [0.400, 0.534] | Yes | |
| Perceived value | PV_1 | 1.288 | 0.148 (0.575) | 5.880 | 0.000 | [0.097, 0.194] | Yes |
| PV_2 | 1.273 | 0.188 (0.590) | 7.488 | 0.000 | [0.138, 0.237] | Yes | |
| PV_3 | 1.323 | 0.619 (0.868) | 20.269 | 0.000 | [0.557, 0.675] | Yes | |
| PV_4 | 1.224 | 0.384 (0.695) | 12.668 | 0.000 | [0.329, 0.449] | Yes | |
| Brand performance index | BPI_1 | 1.828 | 0.274 (0.699) | 7.252 | 0.000 | [0.200, 0.347] | Yes |
| BPI_2 | 1.309 | 0.302 (0.674) | 10.366 | 0.000 | [0.245, 0.359] | Yes | |
| BPI_3 | 1.328 | 0.341 (0.721) | 10.498 | 0.000 | [0.279, 0.408] | Yes | |
| BPI_4 | 1.412 | 0.121 (0.607) | 3.613 | 0.000 | [0.056, 0.185] | Yes | |
| BPI_5 | 3.741 | 0.137 (0.700) | 2.653 | 0.008 | [0.035, 0.239] | Yes | |
| BPI_6 | 1.883 | 0.086 (0.636) | 2.166 | 0.030 | [0.010, 0.163] | Yes | |
| BPI_7 | 3.636 | 0.197 (0.685) | 3.985 | 0.000 | [0.099, 0.294] | Yes |
| Formative constructs | Formative indicators | VIF | Outer weights (outer loadings) | 95% Bca confidence interval | Significance ( | ||
|---|---|---|---|---|---|---|---|
| Expectations | EXPECT_1 | 1.656 | 0.234 (0.693) | 5.715 | 0.000 | [0.152, 0.310] | Yes |
| EXPECT_2 | 1.342 | 0.287 (0.662) | 8.265 | 0.000 | [0.218, 0.356] | Yes | |
| EXPECT_3 | 1.198 | 0.375 (0.695) | 10.842 | 0.000 | [0.310, 0.445] | Yes | |
| EXPECT_4 | 1.296 | 0.155 (0.544) | 4.814 | 0.000 | [0.092, 0.217] | Yes | |
| EXPECT_5 | 1.813 | 0.378 (0.801) | 9.254 | 0.000 | [0.296, 0.458] | Yes | |
| Perceived product quality | PPQ_1 | 1.236 | 0.459 (0.761) | 17.634 | 0.000 | [0.407, 0.507] | Yes |
| PPQ_2 | 1.627 | 0.102 (0.584) | 3.659 | 0.000 | [0.051, 0.163] | Yes | |
| PPQ_3 | 1.858 | 0.145 (0.653) | 5.147 | 0.000 | [0.092, 0.202] | Yes | |
| PPQ_4 | 1.740 | 0.263 (0.697) | 9.320 | 0.000 | [0.208, 0.319] | Yes | |
| PPQ_5 | 1.142 | 0.169 (0.491) | 8.716 | 0.000 | [0.132, 0.209] | Yes | |
| PPQ_6 | 1.249 | 0.233 (0.603) | 11.383 | 0.000 | [0.193, 0.273] | Yes | |
| PPQ_7 | 1.154 | 0.180 (0.500) | 9.082 | 0.000 | [0.141, 0.218] | Yes | |
| Perceived service quality | PSQ_1 | 1.202 | 0.174 (0.492) | 6.280 | 0.000 | [0.121, 0.230] | Yes |
| PSQ_2 | 1.669 | 0.046 (0.497) | 1.456 | 0.146 | [−0.015, 0.109] | No | |
| PSQ_3 | 1.627 | 0.215 (0.552) | 6.331 | 0.000 | [0.152, 0.284] | Yes | |
| PSQ_4 | 1.216 | 0.147 (0.517) | 4.846 | 0.000 | [0.087, 0.204] | Yes | |
| PSQ_5 | 1.479 | 0.237 (0.629) | 7.367 | 0.000 | [0.175, 0.300] | Yes | |
| PSQ_6 | 1.270 | 0.249 (0.627) | 7.805 | 0.000 | [0.190, 0.317] | Yes | |
| PSQ_7 | 1.426 | 0.086 (0.556) | 2.804 | 0.005 | [0.028, 0.147] | Yes | |
| PSQ_8 | 1.209 | 0.467 (0.734) | 13.678 | 0.000 | [0.400, 0.534] | Yes | |
| Perceived value | PV_1 | 1.288 | 0.148 (0.575) | 5.880 | 0.000 | [0.097, 0.194] | Yes |
| PV_2 | 1.273 | 0.188 (0.590) | 7.488 | 0.000 | [0.138, 0.237] | Yes | |
| PV_3 | 1.323 | 0.619 (0.868) | 20.269 | 0.000 | [0.557, 0.675] | Yes | |
| PV_4 | 1.224 | 0.384 (0.695) | 12.668 | 0.000 | [0.329, 0.449] | Yes | |
| Brand performance index | BPI_1 | 1.828 | 0.274 (0.699) | 7.252 | 0.000 | [0.200, 0.347] | Yes |
| BPI_2 | 1.309 | 0.302 (0.674) | 10.366 | 0.000 | [0.245, 0.359] | Yes | |
| BPI_3 | 1.328 | 0.341 (0.721) | 10.498 | 0.000 | [0.279, 0.408] | Yes | |
| BPI_4 | 1.412 | 0.121 (0.607) | 3.613 | 0.000 | [0.056, 0.185] | Yes | |
| BPI_5 | 3.741 | 0.137 (0.700) | 2.653 | 0.008 | [0.035, 0.239] | Yes | |
| BPI_6 | 1.883 | 0.086 (0.636) | 2.166 | 0.030 | [0.010, 0.163] | Yes | |
| BPI_7 | 3.636 | 0.197 (0.685) | 3.985 | 0.000 | [0.099, 0.294] | Yes |
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