Title :
Empirical research technical efficiency of equipment manufacturing in China based on super efficiency DEA and Malmquist index
Author_Institution :
Dept. of Econ., Northwest Polytech. Univ., Xi´an, China
Abstract :
By using super efficiency DEA and Malmquist index, from panel data on 2006-2009 evaluate the technical efficiency of equipment manufacturing industry in China. On this basis with Tobit regression model on the effect of China´s equipment manufacturing industry in various provinces and municipalities directly under the empirical analysis of factors are influencing technology efficiency. Results show that the industrial scale, reasonable level of configuration and technical equipment of production factors are factors affecting provincial technical efficiency in equipment manufacturing industry significantly. Technical efficiency of equipment manufacturing in China overall is on the rise, but still have larger differences between the various provinces, so equipment manufacturing technology efficiency there is considerable room for improvement. This method for the evaluation of technical efficiency provides a new way of thinking, and provides a quantitative reference basis for management decisions.
Keywords :
data envelopment analysis; machinery production industries; production engineering; regression analysis; China; DEA; Malmquist index; Tobit regression model; data envelopment analysis; equipment manufacturing technology; management decisions; production factors; research technical efficiency; Analytical models; Indexes; Manufacturing; Manufacturing industries; Productivity; Malmquist index; Tobit regression models; manufacturing; super efficiency DEA; technical efficiency;
Conference_Titel :
Information Management, Innovation Management and Industrial Engineering (ICIII), 2013 6th International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4799-3985-5
DOI :
10.1109/ICIII.2013.6703100