Title :
Efficiency evaluation in key disciplines scientific research based on DEA and SFA
Author :
Li, Fei-Peng ; Wang, Hong-li
Abstract :
Discipline scientific research level is an important manifestation of integrated academic strength in higher educational institutes. This paper establishes an evaluation system for key discipline scientific research level, in combination with the comprehensive investment project in Tianjin municipal universities during the “11th Five-Year” plan, and measures scientific research input and output efficiency of 58 key disciplines in 15 universities based on DEA and SFA methods. Then it carries out correlation analysis and consistency test for the two types of efficiency values and rankings. The result shows that input and output efficiencies have significant difference in numerical sequencing but have good consistency in terms of efficiency ranking.
Keywords :
data envelopment analysis; educational institutions; investment; stochastic processes; DEA; comprehensive investment project; consistency test; correlation analysis; data envelopment analysis; disciplines scientific research; efficiency evaluation; higher educational institutes; numerical sequencing; output efficiency; stochastic frontier approach; Awards activities; Biological system modeling; Correlation; Educational institutions; Patents; Production; Stochastic processes; Data Envelopment Analysis (DEA); Efficiency; Integrated Evaluation; Scientific Research; Stochastic Frontier Approach (SFA);
Conference_Titel :
Industrial Engineering and Engineering Management (IE&EM), 2011 IEEE 18Th International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-61284-446-6
DOI :
10.1109/ICIEEM.2011.6035116
