Performance evaluation of laboratories based on AHP and DEA
10.3760/cma.j.cn113565-20201019-00330
- VernacularTitle:结合层次分析法和数据包络分析法的实验室科研效率评估实证研究
- Author:
Qinrong LI
1
;
Ming LV
;
Xiaoyun YANG
;
Lijuan BU
Author Information
1. 山东大学齐鲁医院，济南 250012
- Keywords:
Analytic hierarchy process;
Data envelopment analysis;
Laboratory
- From:
Chinese Journal of Medical Science Research Management
2021;34(4):263-267
- CountryChina
- Language:Chinese
-
Abstract:
Objective:By calculating the efficiency of the scientific research laboratory, which reflects the level of the scientific research input and output capacity, provide reference for the evaluation and decision-making of its scientific research sustainable development capacity.Methods:20 scientific research laboratories in a hospital were selected as the research subjects, annual input data were used as the input index. Weighted quantitative scores of the performance of each laboratory in research capacity and contribution, research team construction, discipline development and personnel training, operation management, papers and monographs, patents and transfer, awards, graduate-student training, standards and norms, and academic conferences. All these factors mentioned above were used as output indicators. Then Analytic Hierarchy Process (AHP) and Data Envelopment Analysis (DEA) are used to evaluate the scientific efficiency of each laboratory.Results:The performance of the laboratory is weak in the aspects of patent transfer, awards, standardization. The technical efficiency of laboratory 20 is the lowest, and the scale efficiency of laboratory 12 is the lowest.Conclusions:Scientific Research Laboratories should enhance the effectiveness through input adjustment and output enhancement, meanwhile each laboratory should pay attention to the transformation of scientific achievements and also the optimization of construction system.
