Research Article
Applying EBM Model and Grey Forecasting to Assess Efficiency of Third-Party Logistics Providers
Table 11
Forecasting values over the term of 2021–2022 (USD in millions).
| DMUs | Year | (I)AS | (I)CA | (I)CL | (I)CP | (O)RE | (O)GP |
| CHRW | 2021 | 6250 | 3189 | 2915 | 3334 | 16092 | 1378 | DSDVY | 12760 | 6266 | 5036 | 6394 | 22818 | 7330 | ECHO | 2097 | 718 | 548 | 1417 | 3670 | 614 | EXPD | 3409 | 2914 | 1226 | 2172 | 6866 | 1033 | HUBG | 2472 | 772 | 864 | 1531 | 4581 | 2144 | JBHT | 6425 | 2528 | 1227 | 4957 | 8749 | 1281 | KHNGY | 8762 | 5929 | 6423 | 2138 | 19827 | 2969 | KRRYF | 7570 | 2058 | 2709 | 3868 | 6493 | 757 | PLWTF | 1653 | 1411 | 1028 | 476 | 3939 | 7226 | UPS | 61936 | 23243 | 20824 | 42445 | 76766 | 58407 |
| CHRW | 2022 | 6926 | 3447 | 3215 | 3743 | 16563 | 1419 | DSDVY | 15223 | 7539 | 6028 | 8150 | 27036 | 8971 | ECHO | 2594 | 864 | 686 | 1732 | 4287 | 706 | EXPD | 3524 | 3053 | 1281 | 2237 | 6926 | 1071 | HUBG | 2751 | 804 | 990 | 1732 | 4769 | 3320 | JBHT | 7058 | 2988 | 1350 | 5679 | 9232 | 1284 | KHNGY | 9216 | 6269 | 7098 | 2114 | 20305 | 3083 | KRRYF | 8514 | 2252 | 3345 | 4174 | 7438 | 829 | PLWTF | 1628 | 1395 | 1035 | 450 | 3670 | 11782 | UPS | 67155 | 25705 | 23451 | 51620 | 80100 | 60928 |
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