DocumentCode :
675026
Title :
Analysis of elastic structure of technological innovation output based on CMPD and PLS methods
Author :
Shen Min ; Wu He-cheng ; Hua Hai-ling
Author_Institution :
Coll. of Econ. & Manage., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
fYear :
2013
fDate :
15-17 Nov. 2013
Firstpage :
256
Lastpage :
259
Abstract :
Taking the technology innovation input and output 2000-2010 data of 29 provincial regions´ large and medium-sized industrial enterprises as sample, this paper classifies all regions with a standard of the comprehensive strength by method of CMPD, and makes precision analysis and elastic structure analysis to each region by the PLS method. The following conclusions are obtained: Over the analysis period, there exist obvious regional differences in the key factors of innovation output and its important influence factors. The capacity of R&D and transformation are generally higher in most regions, international competitiveness is still lower; Except private enterprises concentrated region, invention patent is the main form of the patent; Investment of technology innovation is the most important influencing factors to technological innovation output, but personnel input influence is weaker.
Keywords :
innovation management; least squares approximations; patents; regression analysis; research and development; small-to-medium enterprises; CMPD method; LMIE; PLS regression method; R-and-D capacity; clustering model-of-panel data model; comprehensive strength; elastic structure analysis; influence factors; international competitiveness; invention patent; large-and-medium-sized industrial enterprises; partial least squares regression method; precision analysis period; private enterprise concentrated region; provincial regions; regional differences; technological innovation input; technological innovation output; Economics; Educational institutions; Indexes; Industries; Patents; Personnel; Technological innovation; PLS; cluster method of panel data; elastic structure; technological innovation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Grey Systems and Intelligent Services, 2013 IEEE International Conference on
Conference_Location :
Macao
ISSN :
2166-9430
Print_ISBN :
978-1-4673-5247-5
Type :
conf
DOI :
10.1109/GSIS.2013.6714776
Filename :
6714776
Link To Document :
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