Data Envelopment Analysis for Container Terminals Considering an Undesirable Output - Focus on Busan port & Kwangyang port
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Recently according to increase of enlarged scale ports in conformity with increase in over size vessels and container handling service, pollutants generated from ports are increasing. In advanced countries, reduction in carbon dioxide emission assigned to them has been implemented according to the Climate Change Convention and Kyoto Protocol from 2008 to 2012 in order to lessen carbon dioxide emission. Henceforth increase in discussion on the measure of constructing Green Port and low-carbon port is expected in our nation's field of port as well, it is considered that the effort in reduction with regard to undesirable output which causes environmental problem of analysis target during measuring effectiveness. Therefore, in this study, effectiveness was estimated through directional technology distance function considering undesirable output differently from effectiveness analysis of existing container terminal, and then performed comparative analysis with the result analyzed with BCC output-oriented model. As the result of analysis, in 2007 DMU3 and DMU5, and in 2010 DMU2 and DMU4 appeared to be efficient terminals in BCC output oriented model, and in directional technology distance function model, DMU1, DMU3 in 2007, DMU3, DMU5 in 2008, DMU7 in 2009, and DMU2, DMU5 in 2010 appeared to be efficient terminals.
Abstract
Recently according to increase of enlarged scale ports in conformity with increase in over size vessels and container handling service, pollutants generated from ports are increasing. In advanced countries, reduction in carbon dioxide emission assigned to them has been implemented according to the Climate Change Convention and Kyoto Protocol from 2008 to 2012 in order to lessen carbon dioxide emission. Henceforth increase in discussion on the measure of constructing Green Port and low-carbon port is expected in our nation's field of port as well, it is considered that the effort in reduction with regard to undesirable output which causes environmental problem of analysis target during measuring effectiveness. Therefore, in this study, effectiveness was estimated through directional technology distance function considering undesirable output differently from effectiveness analysis of existing container terminal, and then performed comparative analysis with the result analyzed with BCC output-oriented model. As the result of analysis, in 2007 DMU3 and DMU5, and in 2010 DMU2 and DMU4 appeared to be efficient terminals in BCC output oriented model, and in directional technology distance function model, DMU1, DMU3 in 2007, DMU3, DMU5 in 2008, DMU7 in 2009, and DMU2, DMU5 in 2010 appeared to be efficient terminals.
참고문헌 (20)
- Charnes, A., "Measuring the Efficiency of Decision Making Units", European Journal of Operational Research, 2(6), pp.429~444 (1978)
- 조동오, "LA", LB항과 부산항의 저탄소 항만운영에 관한 비교연구 - 비용부담을 중심으로 -, 2010, pp.16(2), 223~228[DOI]
- 최봉환, "정보화 수준을 고려한 컨테이너터미널의 효율성 평가", 한국항해항만학회지, 33(8), pp.573~581 (2009), 한국항해항만학회
- Chung, Y. H., "Productivity and Undesirable Output: A Directional Distance Function Approach", Journal of Environmental Management, 51, pp.229~240 (1997)
- Cullinane, K., "A Stochastic Frontier Model of The Efficiency of Major Container Terminals in Asia: Assessing the Influence of Administrative and Ownership Structure", Transport Research Part A, pp.743~762 (2002)
- Fare, R., "Multilateral Productivity Comparisons When Some Outputs are Undesirable", The Review Economic Statistics, 71, pp.90~98 (1989)
- Fare, R., "Intertemporal Production Frontiers: With Dynamic DEA" (1996), Boston Kluwer Academic Publishers
- Fare, R., "Modeling Undesirable Factors in Efficiency Evaluation: Comment", European Journal of Operational Research, 157, pp.242~245 (2004)
- Fare, R., "An Activity Analysis Model of the Environment Performance of Firms: Application to Fossil-Fuel-Fired Electric Utilities", Journal of Ecology Economics, 18, pp.161~175 (1996)
- Farrell, M. J., "The Measurement of Productive Efficiency", Journal of the Royal Statistical Society, 120, pp.253~281 (1957)
- George, E. H., "Measuring German Regions’ Environmental Efficiency: A Directional Distance Function Approach", Letters in Spatial and Resource Sciences, 5, pp.7~16 (2012)
- 정봉현, "녹색성장시대에 환경친화적 항만관리정책의 발전방향 - 광양항을 중심으로 -", 한국항만경제학회지, 25(3), pp.361~384 (2009), 한국항만경제학회
- Kumar, S., "Environmentally Sensitive Productivity Growth: A Global Analysis Using Malmquist-Luenberger Index", Ecological Economic, 56, pp.280~293 (2006)
- 모수원, "부산항과 광양항의 컨테이너 터미널의 효율성", 한국항만경제학회지, 26(2), pp.139~149 (2010), 한국항만경제학회
- 박홍균, "환적화물의 컨테이너 터미널 효율성 분석", 한국항만경제학회지, 26(1), pp.1~19 (2010), 한국항만경제학회
- 박노경, "컨테이너터미널의 방사？비방사적 효율성 측정방법 비교", 해운물류연구, (53), pp.17~41 (2007), 한국해운물류학회
- Roll, Y., "Port Performance Comparison Applying Data Envelopment Analysis(DEA)", Maritime Policy and Management, 20(2), pp.153~161 (1993)
- Tyteca, D., "On the Measurement of the Environmental Performance of Firms: A Literature Review and a Productive Efficiency Perspective", Journal of Environmental Management, 46, pp.281~308 (1996)
- Tyteca, D., "Linear Programming Models for the Measurement of Environmental Performance of Firms: Concepts and Empirical Results", Journal of Productivity Analysis, 8, pp.175~189 (1997)
- Zofio, J. L., "Environmental Efficiency and Regulatory Standards: The Case of CO2 Emissions From OECD Industries", Resource and Energy Economics, 23, pp.63~83 (2001)