DocumentCode :
2609891
Title :
A common weighted performance evaluation process by using data envelopment analysis models
Author :
Lai, Ching-Hsiang ; Wei, Meng-Ying
Author_Institution :
Chung Shan Med. Univ., Taichung
fYear :
2007
fDate :
2-4 Dec. 2007
Firstpage :
827
Lastpage :
831
Abstract :
The finance literature searches for a link between production and performance, controlling for variables, such as sales, firm size, employee number, etc., that influence production packages. The performance indices are designed according to the resulting effects and determine whether the performance model is appropriate or not, and/or whether the performance of system is good or not. In this paper, a process, based on data envelopment analysis (DEA), is developed to evaluate and rank the relative importance of key performance indices (KPIs). The relative importance of each KPI is evaluated by performance loss measure, and each KPI is weighted according to the measure. Then, the relative performance of each unit is the ratio of weighted output to weighted input based on the common weights.
Keywords :
data envelopment analysis; financial management; industrial economics; performance index; production management; data envelopment analysis models; finance literature; key performance indices; production packages; weighted performance evaluation process; Cost function; Data envelopment analysis; Decision making; Health information management; Hospitals; Information management; Loss measurement; Mathematical model; Principal component analysis; Production; common weights; data envelopment analysis (DEA); efficiency; key performance index (KPI); ranking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Engineering and Engineering Management, 2007 IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1529-8
Electronic_ISBN :
978-1-4244-1529-8
Type :
conf
DOI :
10.1109/IEEM.2007.4419306
Filename :
4419306
Link To Document :
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