Causal relationship and weight of key drivers for AI incorporation in HSCM
| Key drivers | Rank | Category | Rank | Weight | Rank | ||||
|---|---|---|---|---|---|---|---|---|---|
| T1 | 0.386 | 0.733 | 1.119 | 13 | −0.347 | Effect | 17 | 0.01141 | 18 |
| T2 | 0.388 | 0.791 | 1.179 | 7 | −0.403 | Effect | 20 | 0.01140 | 19 |
| T3 | 0.413 | 0.675 | 1.088 | 19 | −0.262 | Effect | 11 | 0.01207 | 14 |
| T4 | 1.656 | 0.682 | 2.338 | 1 | 0.975 | Cause | 1 | 0.05000 | 1 |
| T5 | 0.375 | 0.751 | 1.127 | 11 | −0.376 | Effect | 18 | 0.01108 | 20 |
| O1 | 0.413 | 0.806 | 1.218 | 6 | −0.393 | Effect | 19 | 0.01193 | 16 |
| O2 | 0.421 | 0.704 | 1.124 | 12 | −0.283 | Effect | 15 | 0.01251 | 10 |
| O3 | 0.437 | 0.675 | 1.112 | 18 | −0.239 | Effect | 8 | 0.01280 | 7 |
| O4 | 0.443 | 0.670 | 1.113 | 16 | −0.226 | Effect | 6 | 0.01288 | 6 |
| O5 | 1.527 | 0.649 | 2.176 | 2 | −0.878 | Effect | 4 | 0.04695 | 2 |
| H1 | 0.423 | 0.690 | 1.113 | 17 | −0.266 | Effect | 13 | 0.01232 | 13 |
| H2 | 1.532 | 0.616 | 2.148 | 4 | 0.916 | Cause | 2 | 0.04652 | 3 |
| H3 | 0.427 | 0.722 | 1.149 | 8 | −0.296 | Effect | 16 | 0.01260 | 9 |
| H4 | 0.434 | 0.694 | 1.128 | 10 | −0.260 | Effect | 10 | 0.01241 | 12 |
| H5 | 1.535 | 0.640 | 2.175 | 3 | 0.895 | Cause | 3 | 0.04630 | 4 |
| I1 | 1.411 | 0.698 | 2.109 | 5 | 0.712 | Cause | 5 | 0.04284 | 5 |
| I2 | 0.405 | 0.668 | 1.073 | 20 | −0.263 | Effect | 12 | 0.01149 | 17 |
| I3 | 0.439 | 0.690 | 1.129 | 9 | −0.252 | Effect | 9 | 0.01248 | 11 |
| I4 | 0.421 | 0.694 | 1.115 | 15 | −0.273 | Effect | 14 | 0.01194 | 15 |
| I5 | 0.439 | 0.676 | 1.115 | 14 | −0.238 | Effect | 7 | 0.01263 | 8 |
| Key drivers | Rank | Category | Rank | Weight | Rank | ||||
|---|---|---|---|---|---|---|---|---|---|
| T1 | 0.386 | 0.733 | 1.119 | 13 | −0.347 | Effect | 17 | 0.01141 | 18 |
| T2 | 0.388 | 0.791 | 1.179 | 7 | −0.403 | Effect | 20 | 0.01140 | 19 |
| T3 | 0.413 | 0.675 | 1.088 | 19 | −0.262 | Effect | 11 | 0.01207 | 14 |
| T4 | 1.656 | 0.682 | 2.338 | 1 | 0.975 | Cause | 1 | 0.05000 | 1 |
| T5 | 0.375 | 0.751 | 1.127 | 11 | −0.376 | Effect | 18 | 0.01108 | 20 |
| O1 | 0.413 | 0.806 | 1.218 | 6 | −0.393 | Effect | 19 | 0.01193 | 16 |
| O2 | 0.421 | 0.704 | 1.124 | 12 | −0.283 | Effect | 15 | 0.01251 | 10 |
| O3 | 0.437 | 0.675 | 1.112 | 18 | −0.239 | Effect | 8 | 0.01280 | 7 |
| O4 | 0.443 | 0.670 | 1.113 | 16 | −0.226 | Effect | 6 | 0.01288 | 6 |
| O5 | 1.527 | 0.649 | 2.176 | 2 | −0.878 | Effect | 4 | 0.04695 | 2 |
| H1 | 0.423 | 0.690 | 1.113 | 17 | −0.266 | Effect | 13 | 0.01232 | 13 |
| H2 | 1.532 | 0.616 | 2.148 | 4 | 0.916 | Cause | 2 | 0.04652 | 3 |
| H3 | 0.427 | 0.722 | 1.149 | 8 | −0.296 | Effect | 16 | 0.01260 | 9 |
| H4 | 0.434 | 0.694 | 1.128 | 10 | −0.260 | Effect | 10 | 0.01241 | 12 |
| H5 | 1.535 | 0.640 | 2.175 | 3 | 0.895 | Cause | 3 | 0.04630 | 4 |
| I1 | 1.411 | 0.698 | 2.109 | 5 | 0.712 | Cause | 5 | 0.04284 | 5 |
| I2 | 0.405 | 0.668 | 1.073 | 20 | −0.263 | Effect | 12 | 0.01149 | 17 |
| I3 | 0.439 | 0.690 | 1.129 | 9 | −0.252 | Effect | 9 | 0.01248 | 11 |
| I4 | 0.421 | 0.694 | 1.115 | 15 | −0.273 | Effect | 14 | 0.01194 | 15 |
| I5 | 0.439 | 0.676 | 1.115 | 14 | −0.238 | Effect | 7 | 0.01263 | 8 |
Source(s): Authors’ own contributions
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