한국산학기술학회논문지 (Journal of the Korea Academia-Industrial cooperation Society)

  • 제21권7호
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  • Pages.517-524
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  • 2020
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  • 1975-4701(pISSN)
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  • 2288-4688(eISSN)
한국산학기술학회 (The Korea Academia-Industrial cooperation Society)
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자료포락분석(DEA)을 활용한 국방 기초연구개발 사업의 효율성 분석

Analyzing the Efficiency of Defense Basic Research Projects using DEA

  • 임용환 (국방기술품질원 기술기획본부)
  • Lim, Yong-Hwan (Technology Planning Bureau, Defense Agency for Technology and Quality)
  • 투고 : 2020.06.01
  • 심사 : 2020.07.03
  • 발행 : 2020.07.31
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초록

최근 4차 산업혁명의 거대 물결에 맞춰 국방 연구개발의 환경은 첨단 군사기술 중심으로 변모하고 있으며, 특히 선진국은 첨단 국방과학기술의 보호를 위해 기술수출 및 기술이전에 대한 통제를 강화하고 있다. 이러한 이유로 미래 전장환경에 맞는 첨단무기 및 핵심기술의 독자개발 능력 확보를 위한 예산 요구가 증가하고 있으며, 한정된 예산의 효율적 배분을 위해 연구개발 투자에 대한 효율성 제고가 중요하게 부각되고 있다. 본 연구에서는 비모수적 접근법인 자료포락분석(Data Envelopment Analysis, DEA)을 활용하여 국방 기초연구개발 사업에 대한 효율성을 분석하고자 한다. 투입변수로 연구비, 연구인력, 연구기간을 선정하였고, 산출 변수로는 논문, 특허 건수를 사용하였다. CCR(Charnes, Cooper and Rhodes), BCC(Banker, Charnes and Cooper) 모형 및 규모 효율성(Scale Efficiency, SE)을 통해 기초연구개발 사업에 대한 효율성을 분석하였다. 마지막으로 효율성 측정결과를 바탕으로 비효율적인 연구개발 사업은 비효율성의 원인을 제시하고 효율성 개선방안을 제시하였다. 본 연구 국방 기초연구개발 사업에 대한 효율성 분석을 통해 과제 성과관리에 활용하고 환류를 통해 과제기획 단계에 반영할 수 있는 유용한 정보로 활용될 수 있을 것으로 기대된다.

In line with the recent wave of the 4th Industrial Revolution, the environment for defense R&D is transforming into a center of high-tech military technology. In particular, developed countries are strengthening control of technology exports and technology transfer to protect advanced defense science and technology. For this reason, the budget demand for securing the ability to develop independently high-tech weapons and core technologies suitable for the future battlefield environment is increasing, and increasing efficiency in R&D investment has been highlighted for efficient distribution of limited budgets. This study examined the efficiency of the defense basic R&D project using the non-parametric approach, DEA. The R&D budget, R&D researcher, and R&D period were selected as the input variables, and the number of papers and patents were used as output variables. The efficiency of basic R&D projects was analyzed through CCR, BCC models, and SE. Lastly, based on the efficiency measurements, the cause of the inefficiency of R&D projects was suggested, and ways to improve efficiency were suggested. This study is expected to be used as useful information that can be applied to project performance management through efficiency analysis of basic defense R&D projects and be reflected in the project planning stage through feedback.

키워드

참고문헌

  1. H. Lee, S. Yang, "Efficiency Analysis of Defense Technology R&D Project", Korea Technology Innovation Conference Annual Conference, KOTIS, Korea, pp.92-105, Fall 2014.
  2. S. Choi, H. Cho, J. Kang, J. Han, B. Kim, Y. Seo, J. Lee, "A Study on the Efficiency Reward and Improvement Patterns for Enhancing National R&D Performance", Policy Research Report, University of Seoul, pp.42
  3. H. Lee, A Study on Analyzing the Efficiency of Defense R&D Projects : DEA Approach, Ph.D dissertation, University of Konkuk, Seoul, Korea, pp.19-20, 2015.
  4. H. Lee, S. Jeong, "A Study on the Efficiency Analysis of Defense Technology Research and Development Projects", Proceedings of the Korea Technology Innovation Society Conference, KAIS, Jeju, Korea, pp.92-105, Oct 2014.
  5. M. J. Farrell, "The Measurement of productivity Efficiency", Journal of Royal Statistical Society: Series A, Vol.120, No.3, pp.253-267, 1957. DOI: https://doi.org/10.2307/2343100
  6. Charnes, A., Cooper, W. and Rhodes, E., "Measuring the Efficiency of Decision-making Units", European Journal of Operational Research, Vol.2, No.6, pp.429-444, Nov 1978. DOI: https://doi.org/10.1016/0377-2217(78)90138-8
  7. Banker, R. D., Chanes, A. and Cooper, W. W., "Some Models for Estimating Technical and Scale Inefficiency in Data Envelopment Analysis", Management Science, Vol.30, No.9, pp.1078-1092, Sep 1984. DOI: https://doi.org/10.1287/mnsc.30.9.1078
  8. C. Lee, K. Cho, "Efficiency Analysis and Strategic Portfolio Model of National Health Technology R&D Program using DEA : Focused on Translational Research", Journal of the Korean Institute of Industrial Engineers, Vol.40, No.2, pp.172-183, Apr 2014. DOI: https://doi.org/10.7232/JKIIE.2014.40.2.172
  9. G. Kim, K. Kwak, "Adverse Selection in the Government R&D Support for Venture Business : Evidence from the Managerial Efficiency Comparison of the Recipient and Non-recipient of R&D Grants", Journal of Korea Technology Innovation Society, Vol.21, No.4, pp.1366-1385, Dec 2018.
  10. G. Jung, Efficiency Analysis of European Defense Industry Using DEA Model, Master's Thesis, National Defense University, Nonsan, Korea, 2005.
  11. J. Chae, M. Park and S. Jung, "A study on how to improve international competitiveness of domestic defense industry companies in the top 100 in the world", Defense and Technology, Vol.485, pp.82-103, Jul 2019.
  12. S. Jung, J. Oh and Y. Song, "An Analysis of the Efficiency and Productivity for Defense Industries", The Korean Association For Policy Analysis And Evaluation, Vol.20, No.4, pp.301-331, Dec 2010.
  13. G. Jeon, S. Jung and H. Yu, "Analysis of the Efficiency of Domestic Defense Industries Considering a Return to Scale : Focused on Production Costs and R&D Inputs", Korea Association of Defense Industry Studies, Vol.19, No.2, pp.1-19, Dec 2012.
  14. S. Jung, H. Yu, "Analysis of Operational Efficiency of Defense Industry Using Fuzzy-DEA: Focused on Communication Electronics", Korea Association of Defense Industry Studies, Vol.18, No.2, pp.62-80, Dec 2011.
  15. S. Hong, J. Seo and S. Shim, "An Analysis of Application Performance of Defense R&D Technologies Acquired by Offset Programs", Journal of Technology Innovation, Vol.22, No.2, pp.1-30, 2014. DOI: https://doi.org/10.14383/SIME.2014.22.2.001
  16. J. Kim, J. Hong, "Global Competitiveness Analysis of Domestic Defense Industry: DEA and Malmquist Production Analysis", Journal of Korea Academia-Industrial cooperation Society, Vol.16, No.12, pp.8378-8385, 2015. DOI: https://doi.org/10.5762/KAIS.2015.16.12.8378
  17. S. Park, Efficiency Analysis of Defense R&D Program and Improvement Plan, Ph.D dissertation, University of Dongyang, Pung-gi, Korea, 2013.
  18. J. Park, J. Ma, "A Study on the Application of Bootstrap DEA for Defense R&D Efficiency Evaluation", Korean Journal of Military Art and Science, Vol.74, No.3, pp.295-313, Oct 2018. DOI: https://doi.org/10.31066/kjmas.2018.74.3.011
  19. S. Byun, J. Han, "Efficiency Estimations for the Government Driven R&D Projects in IT Industries", Institute for Law of Science and Technology, Vol.15, No.2, pp.179-206, Dec 2009. DOI: https://doi.org/10.32430/ilst.2009.15.2.179
  20. Griliches. Z., "Patent Statistics as Economics Indicators : A Survey", Journal of Economics Literature, Vol.18, No.4, pp.287-343, Jan 1998.