Measurement of Congestion in the Simultaneous Presence of Desirable and Undesirable Outputs

Table 1

Data set of industry of China in 2010.

District	DMU	Input1	Input2	Desirable output	Undesirable out1	Undesirable out2
		TIFA	EC	GIOV	TWGE	TWWD
Anhui	D1	9,121.829	1077.91	18,732	17,849	70,971
Beijing	D2	4,554.356	809.9	13,699.84	4,750	8,198
Chongqing	D3	5,049.258	626.44	9,143.55	10,943	45,180
Fujian	D4	6,534.803	1315.09	21,901.23	13,507	124,168
Gansu	D5	2,274.305	804.43	4,882.68	6,252	15,352
Guangdong	D6	11,903.36	4060.13	85,824.64	24,092	187,031
Guangxi	D7	5,166.135	993.24	9,644.13	14,520	165,211
Guizhou	D8	2,483.012	835.38	4,206.37	10,192	14,130
Hainan	D9	903.8264	159.02	1,381.25	1,360	5,782
Hebei	D10	11,737.07	2691.52	31,143.29	56,324	114,232
Heilongjiang	D11	5,019.085	747.84	9,535.15	10,111	38,921
Henan	D12	12,868.24	2353.96	34,995.53	22,709	150,406
Hubei	D13	7,276.638	1330.44	21,623.12	13,865	94,593
Hunan	D14	7,374.157	1171.91	19,008.83	14,673	95,605
Inner Mongolia	D15	6,831.416	1536.83	13,406.11	27,488	39,536
Jiangsu	D16	18,977.92	3864.37	92,056.48	31,213	263,760
Jiangxi	D17	6,696.149	700.51	13,883.06	9,812	72,526
Jilin	D18	6,313.748	576.98	13,098.35	8.240	38,656
Liaoning	D19	12,480.94	1715.26	36,219.42	26,955	71,521
Ningxia	D20	1,193.702	546.77	1,924.39	16,324	21,977
Qinghai	D21	789.5051	465.18	1,481.99	3,952	9,031
Shaanxi	D22	5,462.784	859.22	11,199.84	13,510	45,487
Shandong	D23	17,664.34	3298.46	83,851.4	43,837	208,257
Shanghai	D24	4,252.32	1295.87	30,114.41	12,969	36,696
Shanxi	D25	4,702.091	1460	12,471.33	35,190	49,881
Sichuan	D26	9,790.274	1549.03	23,147.38	20,107	93,444
Tianjin	D27	4,571.888	645.74	16,751.82	7,686	19,680
Tibet	D28	306.567	20.41	62.22	16	736
Xinjiang	D29	2,749.838	661.96	5,341.9	9,310	25,413
Yunnan	D30	4,024.972	1004.07	6,464.63	10,978	30,926
Zhejiang	D31	10,246.41	2820.93	51,394.2	20,434	217,426