DEA Game Cross-Efficiency Model to Urban Public Infrastructure Investment Comprehensive Efficiency of China

Table 3

The urban infrastructure construction statistic data of output indexes in 2012.

DMU	Cities	Revenue of urban maintenance; and construction fund	Water; supply	Gas; supply	Surface area; of roads	Person; employed	Collection of public; libraries per 100 persons	Green coverage; area-built district
1	Beijing	18436572	159646	924763	13509	118.89	445.5	68204
2	Tianjin	1687948	77218	256241	11611	53.23	176.27	25191
3	Shijiazhuang	623340	33531	24613	4285	19.49	180.46	8868
4	Taiyuan	766172	31107	106822	2904	33.19	171.61	12112
5	Hohhot	218142	13718	42050	1949	7.29	174.66	7798
6	Shenyang	1666059	56641	43332	6647	25.34	242.05	19210
7	Changchun	761351	34951	44615	6457	17.84	244.23	15220
8	Harbin	583346	38653	33323	4624	34.45	162.25	14181
9	Shanghai	2372764	309704	721564	9717	98.82	525.75	38242
10	Nanjing	2081571	121401	82413	11424	27.93	274.37	28756
11	Hangzhou	1427371	58182	55623	5284	96.24	351.53	18135
12	Hefei	830742	34573	32924	4854	42.96	288.47	15088
13	Fuzhou	978086	30166	13608	2563	50.55	76.17	9750
14	Nanchang	318475	39397	20213	2391	34.7	230.55	9245
15	Jinan	996423	33250	39300	7251	43.99	296.96	13803
16	Zhengzhou	1189035	35824	75742	3564	35.75	82.56	13456
17	Wuhan	475834	121552	125131	9027	64.9	2187.39	19870
18	Changsha	617456	41997	64298	3958	26.55	319.23	10729
19	Guangzhou	2191312	191432	—	10140	57.89	39.97	40895
20	Nanning	1524615	40215	6554	3334	19.39	168.46	10165
21	Haikou	104762	19066	12143	2439	8.6	42.94	5191
22	Chongqing	3623844	95903	324965	11936	206.39	7.34	45157
23	Chengdu	1632416	76021	210902	7441	64.47	165.05	20301
24	Guiyang	133750	32855	26909	1348	29.05	98.82	22766
25	Kunming	2091018	21984	30866	4056	39.63	35.47	16884
26	Xi’an	2170117	43848	138050	6333	38.72	71.62	15750
27	Lanzhou	369607	25035	88493	2219	14.88	288.95	5963
28	Xining	215088	14633	102749	823	10.33	208.84	2812
29	Yinchuan	146256	11468	147354	1809	7.96	45.6	5632
30	Urumqi	707983	30363	146244	2225	11.8	123.55	13630

Note: “—” means the missing data.