A study of efficiency measurement of S&amp;T resource allocation in universities based on the relational network DEA model with shared inputs

Science Research Management ›› 2015, Vol. 36 ›› Issue (11) : 155-161.

A study of efficiency measurement of S&T resource allocation in universities based on the relational network DEA model with shared inputs

Suo Weilan, Lu Guichang, Chen Rui

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Abstract

The S&T resource allocation in universities involves re-input of intermediate outputs, relations with shared inputs among various phases, time lag between inputs and outputs, and difference of returns to scale. Considering these features, a research scheme is firstly designed. Measurement variables are selected and a measurement model based on the relational network DEA with shared inputs is constructed under the assumption of variable returns to scale. Then, an empirical study is conducted using statistical data from 2006 to 2013 from 29 universities designated for "985 Project". Their overall and phased pure technical efficiencies are measured respectively. The results show that about 34% universities are high in efficiency, about 21% universities are low in efficiency, and about 45% universities are unbalanced. Furthermore, a classified comparison analysis is conducted according to the results and some advice is given to improve efficiency.

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S&T resource allocation / efficiency measurement / relational network DEA with shared inputs

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Suo Weilan, Lu Guichang, Chen Rui. A study of efficiency measurement of S&T resource allocation in universities based on the relational network DEA model with shared inputs[J]. Science Research Management. 2015, 36(11): 155-161

References

[1] Bobick J E,Berard G L.Science & technology resources:A guide for information professionals and researchers[M].California:ABC-CLIO Limited Liability Company,2011. [2]周寄中,胡志坚,周勇.在国家创新系统内优化配置科技资源[J].管理科学学报,2002,5(3):40-49.Zhou Jizhong,Hu Z Zhijian,Zhou Yong.Allocating S&T resources in national systems of innovation[J].Journal of Management Sciences in China,2002,5(3):40-49. [3] Feng F,Zhou N,Zhang L Y,Du Y N,Ma L.Research on the performance evaluation and S&T resources allocation of high-tech industry of China:Evidence based on three different economic regions[J].International Journal of Business and Management,2013,8(5):13-23. [4] Korhonen P,Syrjänen M.Resource allocation based on efficiency analysis[J].Management Science,2004,50(8):1134-1144. [5]新华社.中共中央关于全面深化改革若干重大问题的决定[EB/OL].http://news.xinhuanet.com/politics/2013-11/15/c_118164294.htm,2013-11-15.Xinhua News Agency.CCP decision on deepening the reform of some major issues[EB/OL].http://news.xinhuanet.com/politics/2013-11/15/c_118164294.htm,2013-11-15. [6] Cao C,Li N,Li X,Liu L.Reforming China's S&T system[J].Science,2013,341(6145):460-462. [7]彭亚辉.国家科技创新体系中的高校科研组织方式研究[J].科技管理研究,2011,23(23):124-126.Peng Yahui.The research mode of scientific research organizations in colleges and universities in national science and technology innovation system[J].Science and Technology Management Research,2011,23(23):124-126. [8]汪郎峰,伏玉林.高技术产业发展中科技资源配置研究[J].科研管理,2013,34(2):152-160.Wang Langfeng,Fu Yulin.The technological resources allocation for high-tech industry development[J].Science Research Management,2013,34(2):152-160. [9]范斐,杜德斌,李恒.区域科技资源配置效率及比较优势分析[J].科学学研究,2012,30(8):1198-1205.Fan Fei,Du Debin,Li Heng.Regional science and technology resource allocation efficiency and comparative advantage analysis[J].Studies in Science of Science,2012,30(8):1198-1205. [10]杨洪涛.基于DEA的科研机构科技资源配置效率评价[J].科技进步与对策,2009,26(4):115-118.Yang Hongtao.Evaluation on the efficiency of science & technology resource allocation of scientific research organization based on DEA[J].Science & Technology Progress and Policy,2009,26(4):115-118. [11]管燕,吴和成,黄舜.基于改进DEA的江苏省科技资源配置效率研究[J].科研管理,2011,32(2):145-150.Guan Yan,Wu Hecheng,Huang Shun.The efficiency of science and technology resource allocation in Jiangsu province based on an improved DEA model[J].Science Research Management,2011,32(2):145-150. [12]杨传喜,徐顽强,张俊飚.农林高校科技资源配置效率研究[J].科研管理,2013,34(4):115-122. Yang Chuanxi,Xu Wanqiang,Zhang Junbiao.The allocation efficiency of S&T resources at agricultural and forestry universities[J].Science Research Management,2013,34(4):115-122. [13] Liu J S,Lu W M.DEA and ranking with network-based approach:A case of R&D performance[J].Omega,2010,38(6):453-464. [14]朱有为,徐康宁.中国高技术产业研发效率的实证研究[J].中国工业经济,2006,18(11):38-45.Zhu Youwei,Xu Kangning.The empirical research on R&D efficiency of Chinese high-tech industries[J].China Industrial Economy,2006,18(11):38-45. [15]陈凯华,官建成.共享投入型关联两阶段生产系统的网络DEA效率测度与分解[J].系统工程理论与实践,2011,31(7):1211-1221.Chen Kaihua,Guan Jiancheng.Network DEA-based efficiency measurement and decomposition for a relational two-stage production system with shared inputs[J].Systems Engineering-Theory & Practice,2011,31(7):1211-1221. [16] Banker R D,Charnes A,Cooper W W.Some models for estimating technical and scale inefficiencies in data envelopment analysis[J].Management Science,1984,30(9):1078-1092. [17] Jahanshahloo G R,Khodabakhshi M.Determining assurance interval for non-Archimedean element in the improving outputs model in DEA[J].Applied Mathematics and Computation,2004,151(2):501-506.