DocumentCode :
2243639
Title :
Study on comprehensive evaluation method of team capability based on DEA
Author :
Liu, Ning ; Luo, Hua
Author_Institution :
Sch. of Econ. & Manage., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Volume :
4
fYear :
2010
fDate :
11-14 July 2010
Firstpage :
1987
Lastpage :
1992
Abstract :
In team management studies, the evaluation of team capabilities is of great theoretical value and practical significance. This paper, based on the DEA method, links team capability and performance together through capability business matrix and business performance matrix, and establishes an integrated DEA evaluation method, which can assess the contribution of capability to performance. It overcomes the shortcomings of traditional evaluation methods (eg. fuzzy mathematics, etc.), such as the lack of linkage between index system and performance, the single sided result etc. At the same time it has the advantages to probe deep layer problems in a company. Finally, it conducts an empirical research by applying this method into a marketing team, in which it has conducted a comprehensive evaluation of the team capacity with three parameters, which are overall team capability, the contribution rate of the team capability and team performance, and provided scientific references for human resources strategies of the company.
Keywords :
data envelopment analysis; fuzzy set theory; matrix algebra; team working; DEA evaluation method; DEA method; business performance matrix; capability business matrix; comprehensive evaluation method; deep layer problems; fuzzy mathematics; index system; marketing team; team capability; team capacity; team management study; Companies; Cybernetics; Lead; Machine learning; Marketing and sales; Comprehensive evaluation; DEA; Performance; Team capability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
Type :
conf
DOI :
10.1109/ICMLC.2010.5580514
Filename :
5580514
Link To Document :
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