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Measuring Relative Efficiency of Korean Construction Company Using DEA-AR/AHP

DEA-AR/AHP 모형을 이용한 국내 건설기업의 경영효율성 분석

  • 이경주 (한양대학교 건축공학과 대학원) ;
  • 박정로 (한양대학교 건축환경공학과 대학원) ;
  • 김재준 (한양대학교 건축환경공학과)
  • Received : 2012.02.24
  • Published : 2012.06.25

Abstract

The management efficiency is becoming important for korean construction company after the IMF of 1997 and the global financial crisis of 2008. Previous study analyzed efficiency of construction company using nonparametric method based DEA(Data Envelopment Analysis) model. but To analyze efficiency using DEA model is problem that can be evaluated inefficient company to efficient company. Therefore, this study is to analyze efficiency of korean construction company using DEA-AR(Assurance Region)/AHP model. previous study and theories were studied, variables were selected, and critical variables were for the efficiency analysis. The study analyzed the efficiency of construction companies using the DEA model and the DEA-AR/AHP model and compared the results. The study eliminated the drawbacks of the existing DEA model and ranking for measured values of efficiency required a follow-up process to mark the difference between measured values of efficiency some efficient construction companies. The ranking several construction companies shown the analysis using the existing DEA model. This study is expected to provide reasonable evaluation standards for the management of construction companies in the ranking of companies' management evaluation.

Keywords

Acknowledgement

Supported by : 한국연구재단

References

  1. 코코인포, http://www.kocoinfo.com
  2. 통계청, http://www.kostat.go.kr
  3. EMS, http://www.netlib.org
  4. 김건식, 외환위기 이후 국내건설회사의 효율성 분석, 한국건설관리학회, 6(1), pp.151-161, 2005.
  5. 김도현, 이강석, DEA를 이용한 인천국제 공항 Airside 효율성에 관한 연구, 항공 진흥, 31, pp. 49-72, 2003.
  6. 김성호, 최태성, 이동원, 효율성 분석 이론과 활용, 서울경제경영, 2007.
  7. 김일수, 남영우, DEA 분석기법을 활용한 건설기업의 경영효율성 분석, 한국부동산학회, 42, pp.359-370, 2010.
  8. 김재관, 김승권, DEA-AR 기반의 부동산 가격 평가모형, 주택연구, 15(1), pp.29-61, 2007.
  9. 김종기, 강다연, DEA 모형을 이용한 국내 아파트 건설기업(상장기업)의 효율성 분석, 한국콘텐츠학회, 8(7), pp.201-207, 2008.
  10. 박만희, 효율성과 생산성 분석, 한국학술정보, 2008.
  11. 박성민, 김헌, DEA/AR-I을 활용한 IT 중소․벤처기업 정부자급지원정책 성과평가, 한국통신학회논문지, 32(12), pp.815-825, 2007.
  12. 심광식, 김재윤, 지하철 효율성 평가를 위한 DEA-AR/AHP 모형 설계, 한국경영과학회, 34(3), pp.105-124, 2009.
  13. 오동일, DEA를 이용한 IMF 체제하의 우리나라 우량 상장 건설업체의 경영 효율성 평가와 관리적 시사점, 회계학연구, 26(4), pp.27-57, 2001.
  14. 오동일, 의료기관평가의 유용성 증대를 위한 AHP와 DEA_AR 기반의 효율성 분석 모델 구축, 한국산학기술학회논문지, 11(7), pp.2406-2419, 2010.
  15. 이형록, 문성곤, 김상기, 김경환, 김재준, DEA 기법을 이용한 시공능력평가 순위와 건설업체 운영효율성의 상관관계 분석, 26(5), pp.125-132, 2010.
  16. 지홍민, 유태우, 외환위기를 전후한 상장건설회사의 효율성 및 생산성 분석, 한국경영과학회, 32(3), pp.809-833, 2003.
  17. 한국건설산업연구원, 건설산업의 당면 현안과 정책 대응 방안, 한국건설산업연구원, 2010.
  18. Anthony, R.N. and J. Dearden., Management Control Syste m, Richard, D. Irwin. Inc, 8, 1980.
  19. Banker, R.D., Charnes, A. and Cooper, W.W., Some models for estimating technical and scale in efficiencies in data envelopment analysis, Management Science, 30(9), pp.1078-1092, 1984. https://doi.org/10.1287/mnsc.30.9.1078
  20. Banker, R. D., Charnes, A., Cooper, W.W. and Swarts, J., Thomas, D.A., An introduction to Data Envelopment Analysis with some of its models and their uses. In: Chan, J. L., Patton, J.M.(Eds.), Research in Governmental and Non-profit Accounting, JAI Press, Greenwich, CT, pp.125-63, 1989.
  21. Boussofiane, A., Dyson, R.G. and Thanassoulis, E., Applied Data Envelopment Analysis, European Journal of Operational Research, 52, pp.1-15. 1991. https://doi.org/10.1016/0377-2217(91)90331-O
  22. Charnes, A., Cooper, W.W. and Rhodes, E., Measuring efficiency of decision making units, European Journal of Operational Research 2, pp.429-444, 1978. https://doi.org/10.1016/0377-2217(78)90138-8
  23. Cooper, W.W., Seiford, L.M. and Zhu, J., Handbook on Data Envelopment Analysis, Boston, Springer(Kluwer Academic Publishers, 2004.
  24. Farrel, M.J., The measurement of productive efficiency, Journal of the Royal Statistical Society, Series A, General, 120(3), pp. 253-281, 1957. https://doi.org/10.2307/2343100
  25. Koopmans, T.C., An analysis of production as an efficient combination of activities in (T.C. Koopmans, Ed.), Activites Analysis of Production and Allocation, New York: Wiley, pp. 33-97, 1951.
  26. Smith, P., Mayston, D., Measuring efficiency in the public sector, OMEGA Journal of Management Science, 15, pp.181-189, 1987. https://doi.org/10.1016/0305-0483(87)90068-5
  27. Thompson R.G., Langemenier L.N., Lee, C.T. and Thrall R. M., The role of multiplier bounds in efficiency analysis with application to Kansas farming, Journal of Econometrics, 46(1), pp.93-108, 1990. https://doi.org/10.1016/0304-4076(90)90049-Y
  28. Wong, Y.-H.B, Beasley, J.E., Restricting Weight Flexibility in Data Envelopment Analysis, Journal of Operating Research Society, 41(9), pp.829-835, 1990. https://doi.org/10.1057/jors.1990.120