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DEA를 이용한 R&D 사업의 효율성 비교 : 원천기술개발사업을 중심으로

Comparing Efficiencies of R&D Projects Using DEA : Focused on Core Technology Development Project

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초록

In this paper, efficiencies of core technology development projects, conducted by Ministry of Trade, Industry and Energy,are compared. In the process, DEA (Data Envelopment Analysis) is utilized as a main technique for comparing efficiencies. For DEA, input oriented BCC Model is adopted with government grant, recipient expenditure, the number of participating institutions,and project duration as input factors, and the number of patents, the number of papers, and occurred sales as output factors. As a result, next generation mobile communication project turns out to be the most efficient project of all. Therefore, next generation mobile communication project should be benchmarked for the other projects to follow. However, these results should be used only for reference data since every project has a different objective and, of course, is run under a different environment.

Abstract

In this paper, efficiencies of core technology development projects, conducted by Ministry of Trade, Industry and Energy,are compared. In the process, DEA (Data Envelopment Analysis) is utilized as a main technique for comparing efficiencies. For DEA, input oriented BCC Model is adopted with government grant, recipient expenditure, the number of participating institutions,and project duration as input factors, and the number of patents, the number of papers, and occurred sales as output factors. As a result, next generation mobile communication project turns out to be the most efficient project of all. Therefore, next generation mobile communication project should be benchmarked for the other projects to follow. However, these results should be used only for reference data since every project has a different objective and, of course, is run under a different environment.

참고문헌 (11)

  1. Banker, R. D., "Some models for estimating technical and scale inefficiencies in data envelopment analysis", Management Science, 30, pp.1078~1092 (1984)
  2. Charnes, A., "Measuring the efficiency of decision making units", European Journal of Operational Research, 2, pp.429~444 (1979)
  3. 조남욱, "연구개발 부문의 핵심성과지표 개발 사례연구", 산업경영시스템학회지, 35(4), pp.48~54 (2012), 한국산업경영시스템학회[DOI]
  4. Kim, H. K., "Statistics for Dummies" (2012), Hakhyunsa
  5. Färe, R., "The measurements of efficiency of production" (1985), Kluwer-Nijhoff
  6. Farris, J. A., "Evaluating the relative performance of engineering design projects : A case study using data envelopment analysis", IEEE Transactions on Engineering Management, 53, pp.471~482 (2006)
  7. Hsu, F.M., "Measuring relative efficiency of government-sponsored R&D projects : A threestage approach", Evaluation and Program Planning, 32, pp.178~186 (2009)
  8. 현만석, "DEA 모형을 이용한 공공연구기관의 기술이전 효율성 분석에 관한 연구", 산업경영시스템학회지, 31(2), pp.94~103 (2008), 한국산업경영시스템학회
  9. Mendenhall, W., "Mathematical Statistics with Applications" (1989), Duxbury
  10. 박성민, "R&D 프로젝트 효율성 상관분석 및 사업포지셔닝 조사를 위한 2단계 DEA", AR-I 성과평가모형, 2010, pp.23(6), 3285~3303[DOI]
  11. Yun, S.S., "National R&D Project Management Review" (2013), National Assembly Budget Office

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