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
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