Title :
Measuring hospital efficiency in China using grey relational analysis and data envelopment analysis
Author :
Wang, Shu ; Ma, Qinhai ; Guan, Zhimin
Author_Institution :
Northeastern Univ., Shenyang
Abstract :
In this paper, the relative efficiencies of 24 general hospitals in China´s Shaanxi province are measured using data envelopment analysis (DEA). Grey relational analysis (GRA) is applied to group the initial measuring indicators and to select the representative ones. Three output variables including the number of discharges, utilization times of beds, and average stay days, and two input variables including the number of beds and average medical expenses per day are considered in the analysis. The results of the overall technical efficiency scores, the pure technical efficiency scores, and the scale efficiency scores of sample hospitals provide some useful managerial insights into measurement and improvement of hospital performance in China.
Keywords :
data envelopment analysis; grey systems; health care; hospitals; China; Shaanxi province; bed utilization time; data envelopment analysis; discharge number; general hospital; grey relational analysis; hospital efficiency measurement; hospital managerial; hospital performance; medical expenses; stay days; technical efficiency; Data analysis; Data envelopment analysis; Hospitals; Input variables; Intelligent systems; Length measurement; Medical services; Quality management;
Conference_Titel :
Grey Systems and Intelligent Services, 2007. GSIS 2007. IEEE International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-1294-5
Electronic_ISBN :
978-1-4244-1294-5
DOI :
10.1109/GSIS.2007.4443252