Influence of Agricultural Mechanization Development on Agricultural Green Transformation in Western China, Based on the ML Index and Spatial Panel Model

Table 3

Agricultural green transformation level in China’s regions.

	Region	With undesirable output			Without undesirable output
		ML	MLEFFCH	MLTECH	M	MEFFCH	MTECH
Northwest	Gansu	1.0541	1.0688	0.9892	1.0841	1.0888	0.9976
	Inner Mongolia	1.0093	1.0188	0.9888	1.0223	1.0218	0.9999
	Ningxia	1.1086	1.1131	0.9943	1.1186	1.1141	1.0028
	Qinghai	0.9634	0.9879	0.9717	0.9796	0.9909	0.9854
	Shaanxi	0.9808	1.0261	0.9570	0.9911	1.0281	0.9643
	Xinjiang	1.0343	1.0522	0.9788	1.0376	1.0640	0.9720
Southwest	Guangxi	0.9728	1.0008	0.9723	0.9835	1.0018	0.9823
	Guizhou	0.9201	1.0232	0.8978	0.9371	1.0202	0.9179
	Sichuan	0.9489	1.0024	0.9470	0.9522	0.9841	0.9655
	Yunnan	1.0523	1.0452	1.0000	1.0583	1.0702	0.9878
	Chongqing	1.3118	1.2793	1.0221	1.3358	1.2863	1.0366
	The west	1.0324	1.0562	0.9744	1.0455	1.0609	0.9829
	The east	1.1350	1.1082	1.0239	1.2831	1.2532	1.0234
	The middle	0.9717	0.9836	0.9891	0.9858	0.9937	0.9916
	All regions	1.0802	1.0691	1.0112	1.1039	1.0735	1.0294

ML: Malmquist–Luenberger; MLEFFCH: Malmquist–Luenberger Efficiency Change; MLTECH: Malmquist–Luenberger Technical Change; M: Malmquist; MEFFCH: Malmquist Efficiency Change; MTECH: Malmquist Technical Change.