基于DEA视窗分析的渤海湾地区港口内部运营效率

工业工程 ›› 2015, Vol. 18 ›› Issue (5): 100-106.

基于DEA视窗分析的渤海湾地区港口内部运营效率

（上海理工大学管理学院，上海 200093）

出版日期:2015-10-31 发布日期:2016-03-24
作者简介:张巧莉（1989-），女，河北省人，硕士研究生，主要研究方向为港口物流.
基金资助:
国家自然科学基金资助项目(71271138); 上海市一流学科资助项目（S1201YLXK）

An Operative Efficiency Study of Ports in Bohai Bay Based on- DEA Window Analysis

(Business School, University of Shanghai for Science and Technology, Shanghai 200093, China)

Online:2015-10-31 Published:2016-03-24

摘要/Abstract

摘要： 既往对港口效率的研究大多仅考虑空间维度，忽略时间的作用。为了弥补这一不足，运用DEA视窗分析模型，从空间和时间两个维度出发，利用面板数据，对渤海湾地区三大主要港口的内部运营效率进行研究，并利用在DEA相对有效面上的投影分析，明确港口偏离有效的原因。此外，运用灰色关联模型对影响港口效率的因素进行了测算。研究发现，青岛港内部运营效率较高，其次为天津港，而大连港则一直处于非DEA有效状态；投入拥挤、产出不足以及资源配置不合理是造成非DEA有效的主要成因；各投入要素对三大港口内部运营效率的影响程度存在较大差异。

关键词: 内部运营效率, DEA视窗分析, 灰色关联分析

Abstract: Analysis of port efficiency had always been on spatial dimension, rather than considering time. In order to make up this shortcoming, a DEA window analysis is applied, based on time and spatial dimension, utilizing panel data, to calculate the operative efficiency of three major ports in Bohai Bay, and utilizing the project analysis on DEA efficient frontier, the reason of DEA inefficiency are ensured. Furthermore, grey correlation analysis method is used to analyze the factor influencing the efficiency of ports. It is found that the operative efficiency of Qingdao port is higher, followed by Tianjin port, while Dalian port always in DEA inefficiency, and that these ports suffer from inefficiency as a result of input congestion, output deficiency and the illogical resource collocation and that the impacts of each input factor on these ports' operative efficiency are quite different.

Key words: operative efficiency, DEA window analysis, grey correlation analysis 

张巧莉，范元伟. 基于DEA视窗分析的渤海湾地区港口内部运营效率[J]. 工业工程, 2015, 18(5): 100-106.

Zhang Qiao-li, Fan Yuan-wei. An Operative Efficiency Study of Ports in Bohai Bay Based on- DEA Window Analysis[J]. Industrial Engineering Journal , 2015, 18(5): 100-106.

参考文献

［1］张小蒂，邓娟.中国港口效率测度及提升研究［J］.浙江大学学报,2013，43(4):1-13. Zhang Xiao-di, Deng Juan. Study on the efficiency of China’s ports and its enhancement［J］.Journal of Zhejiang University,2013,43(4):1-13. ［2］Tongzon J. Efficiency measurement of selected australian and other international ports using data envelopment analysis［J］.Transportation Research Part A:Policy and Practice,2001,35(2):107-122.  ［3］庞瑞芝.我国主要沿海港口的动态效率评价［J］.经济研究,2006(6):92-100. Pang Rui-zhi. Dynamic evaluation of main sea ports in mainland China based on DEA model ［J］.Economic Research Journal, 2006(6):92-100. ［4］匡海波，陈书文.中国港口生产效率研究与实证［J］.科学管理,2007,28(5):170-176. Kuang Hai-bo, Chen Shu-wen. The production Efficiency of Chinese ports: an empirical investigation ［J］.Science Research Management,2007,28(5):170-176. ［5］王玲，毕志文.基于三阶段DEA模型的我国主要内河港口效率研究［J］.产业经济研究,2010(4):40-48. Wang Ling, Bi Zhi-wen. Evaluating the operational efficiency of major inland ports in China using the 3stage DEA model［J］.Industrial Economics Research,2010(4):40-48. ［6］李兰冰，刘军，李春辉.两岸三地主要沿海港口动态效率评价——基于DEAMalmquist全要素生产率指数［J］.软科学,2011，25(5):80-84. Li Lan-bing, Liu Jun, Li Chun-hui.Analysis of dynamic efficiency of main ports in mainland China, Hongkong and Taiwan——based on DEAmalmquist productivity index［J］.Soft Science,2011，25(5):8084. ［7］吴旭晓. 基于超效率DEA视窗分析模型的区域农业发展效率研究——以豫、鄂、湘、赣四省为例［J］.开发研究,2012(6):58-61. Wu Xu-xiao. Study on the efficiency of regional agriculture development based on the superefficiency DEA window analysis model——a case study of Yu,Er,Xiang,Gan Province［J］.Research on Development,2012(6):58-61. ［8］魏权龄，岳明.DEA概论与C2R模型——数据包络分析（一）［J］.系统工程理论与实践,1989，9(1):5869. Wei Quan-ling,Yue Ming. Introduction to DEA and C2R model——date Envelopment analysis［J］.Systems Engineeringtheory and Practice,1989,9(1):58-69. ［9］吴文江.数据包络分析及其应用［M］.北京:中国统计出版社,2002:3650.〖ZK)〗 ［10］Cullinane KPB, Song DW, Ji P. An application of DEA windows analysis to container port production efficiency［J］.Rev Netw Econ,2004,3(2):184-206. ［11］Cullinane KPB, Wang Teng-fei. The efficiency analysis of container port production using DEA panel data approaches［J］.OR Spectrum,2010,32(3):717-738. ［12］罗玲，张祥翠，朱乐军. DEA视窗分析在技术创新效率评价中的应用［J］.商业现代化,2009(35):34. Luo Ling, Zhang Xiang-cui, Zhu Le-jun.DEA window analysis model application in evaluation of the technology innovation efficiency［J］.Market Modernization,2009(35):3-4. ［13］张力弘，刘凌飞.辽宁利用FDI质量评价研究——基于超效率DEAMalmquist模型的视窗分析［J］.财经问题研究,2013(7):109-116. Zhang Li-hong, Liu Ling-fei.FDI quality evaluation research on Liaoning——based on window analysis of superefficiency DEAmalmquist model［J］.Research on Financial and Economic Issues,2013(7):109-116. ［14］周臣.基于三阶段级联DEA方法的港口效率测度研究［D］.大连:大连海事大学,2013. Zhou Chen.Port efficiency measurement based on threestage cascade DEA method［D］.Dalian: Dalian Maritime University,2013. ［15］孙玉刚.灰色关联分析及其应用的研究［D］.南京:南京航空航天大学,2007. Sun Yu-gang.Research on grey incidence analysis and its application［D］.Nanjing: Nanjing University of Aeronautics and Astronautics,2007. ［16］刘思峰，党耀国，方志耕,等.灰色系统理论及其应用［M］.北京:科学出版社,2010：63-73. ［17］王卉彤，王妙平.中国30省区碳排放时空格局及其影响因素的灰色关联分析［J］.中国人口·资源与环境,2011，21(7):140-145. Wang Hui-tong, Wang Miao-ping.Analysis of carbon emission spatiotemporal patterns and grey incidence of factors influencing carbon emission in 30 provinces in China［J］.China Population, Resources and Environment, 2011,21(7):140-145. ［18］张淑荣，殷虹.我国农产品贸易条件影响因素的实证分析——基于灰色关联分析［J］.国际贸易问题,2010(11):29-35. Zhang Shu-rong, Yin Hong.Empirical study on factors influencing terms of trade of China’s agriculture products:based on grey correlation analysis［J］. Journal of International Trade,2010(11):29-35.