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The Energy-efficiency Analysis of Companies in Korea Using DEA
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  • Journal title : Korean Management Science Review
  • Volume 32, Issue 3,  2015, pp.37-54
  • Publisher : The Korean Operations and Management Science Society
  • DOI : 10.7737/KMSR.2015.32.3.037
 Title & Authors
The Energy-efficiency Analysis of Companies in Korea Using DEA
Moon, Hana; Min, Daiki;
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 Abstract
This paper suggests energy efficiency which can be the foundation on corporate profit and effective energy management following by change of global climate and of energy-related regulations. Using comparable financial information and information related to energy use, an DEA (Data Envelopment Analysis) model has been used to identify energy efficiency with DMU (Decision Making Unit)s which are companies subjected to reduce greenhouse gas emission in 2009. Through this research, different from existing researches, environmental variables which can influence on energy efficiency are identified. The results show as follows. First, most of companies follow IRS, which means scale of economy exists among units so that they have more opportunity to increase efficiency by increasing scale of inputs. Second, this research identified that depending on the difference of environmental characters such as the emission structure and the size of companies, energy efficiency of the companies turns out differently.
 Keywords
Data Evelopment Analysis(DEA);Energy Efficiency;Environmental Variables;
 Language
Korean
 Cited by
 References
1.
강인규, 심광식, 김재윤, "DEA 모형을 이용한 온실가스,에너지 목표관리제 지정기업의 효율성 평가", "국제․경영연구", 제21권, 제1호 (2014), pp.1-25.

2.
박지혜, 옥해명, 차경훈, 허탁, "국내 전기전자산업의 에코효율성 측정 및 평가 동향", "한국전과정평가학회지", 제7권, 제1호(2006), pp. 33-38.

3.
유금록, "공공서비스의 효율성 측정에 있어서 환경변수의 조정", "한국행정학보", 제42권, 제4호(2008), pp.117-149.

4.
이의준, 이한식, "펀드 투자의 성과효율성 측정 및 효율성 결정요인 분석", "POSRI 경영경제연구", 제13권, 제2호(2013), pp.27-52.

5.
이정동, 오동현, "효율성 분석이론 DEA 자료포락분석법", 2판, 지필미디어, 2012.

6.
장동철, "중국의 에너지효율성에 관한 연구", "상품학 연구", 제30권, 제5호(2012), pp.45-54.

7.
한정희, "DEA 모형을 이용한 발전회사 환경효율성에 대한 연구", "디지털융복합연구", 제11권, 제5호(2013). pp.119-133.

8.
홍한국, 이창열, "인천항만의 효율성 평가를 위한 DEA와 SOM을 결합한 하이브리드 분석", "韓國知識情報技術學會論文誌", 제6권, 제5호 (2011), pp.65-73.

9.
Akau, R.L. and R.J. Schoenhals, "The second law efficiency of a heat pump system," Energy, Vol.5, No.8(1980), pp.853-863. crossref(new window)

10.
Banker, R.D., Z.E. Zheng, and R. Natarajan, "DEA-based hypothesis tests for comparing two groups of decision making units," European Journal of Operational Research, Vol. 206, No.1(2010), pp.231-238. crossref(new window)

11.
Berndt, E.R., "Aggregate energy, efficiency, and productivity measurement," Annual Review of Energy, Vol.3, No.1(1978), pp.225-273. crossref(new window)

12.
Bunse, K., M. Vodicka, P. Schonsleben, M. Brulhart, and F.O. Ernst, "Integrating energy efficiency performance in production management- gap analysis between industrial needs and scientific literature," Journal of Cleaner Production, Vol.19, No.6(2011), pp.667-679. crossref(new window)

13.
Cagno, E. and A. Trianni, "Exploring drivers for energy efficiency within small-and medium-sized enterprises : first evidences from Italian manufacturing enterprises," Applied Energy, Vol.104(2013), pp.276-285. crossref(new window)

14.
Chilingerian, J.A., "Evaluating physician efficiency in hospitals : A multivariate analysis of best practices," European Journal of Operational Research, Vol.80(1995), pp.548-574. crossref(new window)

15.
De Groot, H.L.F., E.T. Verhoef, and P. Nijkamp, "Energy saving by firms : decisionmaking, barriers and policies," Energy Economics, Vol.23, No.6(2001), pp.717-740. crossref(new window)

16.
Dyson, R.G., R. Allen, A.S. Camanho, V.V. Podinovski, C.S. Sarrico, and E.A. Shale, "Pitfalls and protocols in DEA," European Journal of Operational Research, Vol.132, No.2(2001), pp.245-259. crossref(new window)

17.
Fare, R., S. Grosskopf, and F. Hernandez-Sancho, "Environmental performance : an index number approach," Resource and Energy Economics, Vol.26, No.4(2004), pp.343-352. crossref(new window)

18.
Fare, R., S. Grosskopf, and C.A.K. Lovell, "The measurements of efficiency of production," Kluwer-Nijihoff, Boston, 1985.

19.
Goto, M., A. Otsuka, and T. Sueyoshi, "DEA (Data Envelopment Analysis) assessment of operational and environmental efficiencies on Japanese regional industries," Energy, Vol. 66(2014), pp.535-549. crossref(new window)

20.
Hu, J.L. and S.C. Wang, "Total-factor energy efficiency of regions in China," Energy Policy, Vol.34, No.17(2006), pp.3206-3217. crossref(new window)

21.
Jaffe, A.B. and R.N. Stavins, "The energyefficiency gap What does it mean?," Energy Policy, Vol.22, No.10(1994), pp.804-810. crossref(new window)

22.
Lansink, A.O. and I. Bezlepkin, "The effect of heating technologies on $CO_2$ and energy efficiency of Dutch greenhouse firms," Journal of environmental management, Vol.68, No.1(2003), pp.73-82. crossref(new window)

23.
Latruffe, L., K. Balcombe, S. Davidova, and K. Zawalinska, "Determinants of technical efficiency of crop and livestock farms in Poland," Applied Economics, Vol.36(2004), pp.1255-1263. crossref(new window)

24.
Lee, H., Y. Park, and H. Choi, "Comparative evaluation of performance of national R&D programs with heterogeneous objectives : A DEA approach," European Journal of Operational Research, Vol.196, No.3(2009), pp. 847-855. crossref(new window)

25.
Li, H., W. Yang, Z. Zhou, and C. Huang, "Resource allocation models' construction for the reduction of undesirable outputs based on DEA methods," Mathematical and Computer Modelling, Vol.58, No.5(2013), pp.913-926. crossref(new window)

26.
McDonald, J., "Using least squares and tobit in second stage DEA efficiency analyses," European Journal of Operational Research, Vol.197, No.2(2009), pp.792-798. crossref(new window)

27.
McMahon, M.D., E. Hirst, J.G. Koomey, J.E. McMahon, and A.H. Sanstad, "Energy Efficiency, Market Failure and Government Policy," Lawrence Berkeley Laboratory, Berkeley, CA, 1994.

28.
Onut, S. and S. Soner, "Analysis of energy use and efficiency in Turkish manufacturing sector SMEs," Energy Conversion and Management, Vol.48, No.2(2007), pp.384-394. crossref(new window)

29.
Ramanathan, R., "An analysis of energy consumption and carbon dioxide emissions in countries of the Middle East and North Africa," Energy, Vol.30, No.15(2005), pp.2831-2842.

30.
Seiford, L.M. and J. Zhu, "Modeling undesirable factors in efficiency evaluation," European Journal of Operational Research, Vol. 142, No.1(2002), pp.16-20. crossref(new window)

31.
Siitonen, S., M. Tuomaala, and P. Ahtila, "Variables affecting energy efficiency and $CO_2$emissions in the steel industry," Energy Policy, Vol.38, No.5(2010), pp.2477-2485. crossref(new window)

32.
Sola, A.V.H., C.M. de Miranda Mota, and J.L. Kovaleski, "A model for improving energy efficiency in industrial motor system using multicriteria analysis," Energy Policy, Vol.39, No.6(2011), pp.3645-3654. crossref(new window)

33.
Sola, A.V.H. and A.A. de Paula Xavier, "Organizational human factors as barriers to energy efficiency in electrical motors systems in industry," Energy Policy, Vol.35, No.11(2007), pp.5784-5794. crossref(new window)

34.
Thollander, P., M. Danestig, and P. Rohdin, "Energy policies for increased industrial energy efficiency : Evaluation of a local energy programme for manufacturing SMEs," Energy Policy, Vol.35, No.11(2007), pp.5774-5783. crossref(new window)

35.
Turner, W.C. and S. Doty, "Energy management handbook," The Fairmont Press, Inc. 2007.

36.
Tyteca, D., "Linear programming models for the measurement of environmental performance of firms-concepts and empirical results," Journal of productivity analysis, Vol.8, No.2(1997), pp.183-197. crossref(new window)

37.
Wang, K., S. Yu, and W. Zhang, "China's regional energy and environmental efficiency : a DEA window analysis based dynamic evaluation," Mathematical and Computer Modelling, Vol.58, No.5(2013), pp.1117-1127. crossref(new window)

38.
Zhou, P. and B.W. Ang, "Linear programming models for measuring economy-wide energy efficiency performance," Energy Policy, Vol.36, No.8(2008), pp.2911-2916. crossref(new window)

39.
Zhou, P., B.W. Ang, and K.L. Poh, "A survey of data envelopment analysis in energy and environmental studies," European Journal of Operational Research, Vol.189, No.1(2008), pp.1-18. crossref(new window)