Efficiency Evaluation of Bus Transport Operations Given Exogenous Environmental Factors

Table 3

Bus transport operation efficiency of 30 central cities in China, 2010–2016.

Year	2010			2012			2014			2016
DMU	TE	PTE	SE	TE	PTE	SE	TE	PTE	SE	TE	PTE	SE
Eastern average	0.812	0.886	0.912	0.774	0.896	0.861	0.832	0.884	0.940	0.773	0.865	0.895
Beijing	0.842	1.000	0.842	0.801	1.000	0.801	0.770	1.000	0.770	0.695	1.000	0.695
Tianjin	0.741	0.788	0.940	0.819	0.904	0.907	0.907	0.944	0.960	0.811	0.915	0.886
Shenyang	0.971	1.000	0.971	0.867	0.940	0.922	0.919	0.932	0.986	1.000	1.000	1.000
Shanghai	0.647	0.822	0.788	0.607	0.839	0.723	0.707	0.838	0.844	0.642	0.796	0.806
Nanjing	0.631	0.673	0.936	0.571	0.663	0.861	0.579	0.591	0.979	0.526	0.537	0.981
Hangzhou	0.677	0.740	0.915	0.672	0.798	0.843	0.806	0.825	0.977	0.839	0.840	1.000
Jinan	0.989	1.000	0.989	0.874	0.930	0.940	0.865	0.867	0.998	0.820	0.845	0.969
Guangzhou	0.974	1.000	0.974	0.772	0.989	0.780	0.906	1.000	0.906	0.791	0.914	0.866
Haikou	0.825	1.000	0.825	0.827	1.000	0.827	1.000	1.000	1.000	0.696	1.000	0.696
Dalian	0.917	0.984	0.932	0.920	0.989	0.930	1.000	1.000	1.000	1.000	1.000	1.000
Qingdao	0.792	0.836	0.947	0.740	0.828	0.894	0.743	0.774	0.959	0.754	0.791	0.953
Xiamen	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
Shenzhen	0.544	0.678	0.803	0.588	0.773	0.761	0.611	0.724	0.844	0.474	0.601	0.789
Central average	0.853	0.877	0.972	0.829	0.882	0.941	0.866	0.874	0.991	0.817	0.845	0.968
Taiyuan	0.891	0.894	0.997	0.965	1.000	0.965	0.987	1.000	0.987	0.914	0.919	0.994
Changchun	0.798	0.801	0.996	0.831	0.835	0.995	0.806	0.808	0.998	0.912	0.970	0.940
Harbin	0.800	0.851	0.940	0.796	0.907	0.878	0.991	1.000	0.991	0.974	1.000	0.974
Hefei	0.851	0.859	0.991	0.809	0.814	0.994	0.789	0.802	0.984	0.719	0.741	0.971
Nanchang	0.948	1.000	0.948	0.939	1.000	0.939	1.000	1.000	1.000	0.701	0.767	0.914
Zhengzhou	1.000	1.000	1.000	0.886	0.927	0.956	0.875	0.875	1.000	0.829	0.833	0.995
Wuhan	0.691	0.759	0.910	0.682	0.823	0.829	0.815	0.824	0.990	0.833	0.870	0.957
Changsha	0.847	0.855	0.991	0.725	0.749	0.968	0.668	0.685	0.975	0.655	0.656	0.999
Western average	0.924	0.993	0.931	0.856	0.975	0.880	0.918	0.943	0.975	0.950	0.962	0.994
Huhehot	0.920	1.000	0.920	0.717	1.000	0.717	0.869	1.000	0.869	1.000	1.000	0.987
Nanning	1.000	1.000	1.000	0.894	1.000	0.894	0.787	0.798	0.986	1.000	1.000	1.000
Chongqing	0.957	1.000	0.957	0.870	1.000	0.870	1.000	1.000	1.000	1.000	1.000	1.000
Chengdu	0.904	1.000	0.904	0.972	1.000	0.972	0.999	1.000	0.999	1.000	1.000	1.000
Guiyang	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.951	0.955	1.000
Kunming	0.919	0.933	0.986	0.783	0.825	0.949	0.781	0.793	0.985	0.807	0.814	0.996
Xi’an	0.938	1.000	0.938	0.852	1.000	0.852	1.000	1.000	1.000	0.915	0.927	0.992
Yinchuan	0.678	1.000	0.678	0.705	1.000	0.705	0.932	1.000	0.932	0.916	1.000	0.987
Urumqi	0.999	1.000	0.999	0.915	0.954	0.958	0.897	0.897	1.000	0.957	0.963	0.916
Mean	0.856	0.916	0.934	0.813	0.916	0.888	0.867	0.899	0.964	0.838	0.888	0.942