Title :
Evaluation and analysis to regional enterprise technology innovation effectiveness based on DEA
Author :
Li, Rong-ping ; Wu, Jing-ru ; Cui, Hui-dong
Author_Institution :
Coll. of Econ. & Manage., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Abstract :
The article sets forth C2R model and C2GS2 model of DEA (data envelopment analysis) firstly; secondly, it defines input and output indexes of regional enterprise technology innovation evaluation and then using DEA method makes technology effectiveness and scale effectiveness positive measurements to technology innovation efficiency of enterprises of 31 provinces, cities and districts and according to the measurements result it divides 31 provinces cities and districts into different types and puts forth characteristics of enterprise technology innovation input-output of different types enterprises. The result shows that technology innovation efficiency technology effectiveness and scale effectiveness in different provinces presents strong positive relationship and different regions should adopt effective measures according to different characteristics to improve enterprise technology innovation efficiency.
Keywords :
data envelopment analysis; innovation management; microeconomics; organisational aspects; C2GS2 model; C2R model; DEA; data envelopment analysis; microeconomics; regional enterprise technology innovation effectiveness analysis; Cities and towns; Conference management; Cybernetics; Data envelopment analysis; Educational institutions; Innovation management; Investments; Machine learning; Technological innovation; Technology management; DEA method; Industry; Positive analysis; Region; Technology innovation efficiency;
Conference_Titel :
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location :
Baoding
Print_ISBN :
978-1-4244-3702-3
Electronic_ISBN :
978-1-4244-3703-0
DOI :
10.1109/ICMLC.2009.5212120
