Research Article
Applying EBM Model and Grey Forecasting to Assess Efficiency of Third-Party Logistics Providers
| | DMU | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 |
| | CHRW | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | | DSDVY | 1 | 0.962 | 0.707 | 0.753 | 0.859 | 0.851 | 0.896 | 0.958 | 1 | 1 | | ECHO | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | | EXPD | 0.578 | 0.667 | 0.754 | 0.762 | 0.76 | 0.812 | 0.836 | 0.856 | 0.888 | 0.924 | | HUBG | 0.946 | 1 | 0.98 | 1 | 0.99 | 1 | 1 | 1 | 1 | 1 | | JBHT | 1 | 0.9742 | 1 | 1 | 0.93 | 1 | 1 | 0.998 | 1 | 1 | | KHNGY | 1 | 0.9114 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | | KRRYF | 0.31 | 0.385 | 0.34 | 0.407 | 0.4113 | 0.432 | 0.456 | 0.485 | 0.526 | 0.57 | | PLWTF | 0.942 | 0.965 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | | UPS | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
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