DEA 모형을 이용한 정부출연연구기관의 상대적 효율성 분석
Analysis of Relative Efficiency of Government Funded Research Institutes Using DEA Model
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초록
The enormous budget of government and manpower are invested to the government funded institutes every year. The R&D investment focused on input has to be turned toward the investment based on the effectiveness of R&D activities. Measuring the efficiency of research activities is required in order to evaluate the effectiveness of R&D investment in these institutes. The purpose of this paper is to evaluate the relative efficiency of research activities performed in 19 government funded research institutes. CCR/BCC model and DEA/AR model were applied to get the relative efficiency of 19 institutes. Assurance regions for the weight of output attributes were obtained by using the underlined concept of the analytic hierarchy process (AHP). We used input and output data items describing research activity of 19 government funded research institutes. The results of this study are expected to become a basis of the R&D investment decision of the government.
Abstract
The enormous budget of government and manpower are invested to the government funded institutes every year. The R&D investment focused on input has to be turned toward the investment based on the effectiveness of R&D activities. Measuring the efficiency of research activities is required in order to evaluate the effectiveness of R&D investment in these institutes. The purpose of this paper is to evaluate the relative efficiency of research activities performed in 19 government funded research institutes. CCR/BCC model and DEA/AR model were applied to get the relative efficiency of 19 institutes. Assurance regions for the weight of output attributes were obtained by using the underlined concept of the analytic hierarchy process (AHP). We used input and output data items describing research activity of 19 government funded research institutes. The results of this study are expected to become a basis of the R&D investment decision of the government.
참고문헌 (13)
- 김성희, "의사결정분석 및 응용" (1999), 영지문화사
- 전용수, "김성호; 효율성평가를 위한 자료 포락분석" (2002), 인하대학교출판부
- 조근태, "강현수; 앞서가는 리더들의 계층 분석적 의사결정" (2003), 동현
- 권철신, "상호영향성 R&D과제군 의 평가선정을 위한 CIDEAR 모형의 개발", 한국경영과학회지, 29(3), pp.41~61 (2004)
- 김건위, "DEA", AHP모형을 통한 행정조직의 상대적 효율성 평가 - 읍면을 중심으로 -, 2005, pp.8(4), 299~316[DOI]
- 임호순, "연구개발사업의 평가 및 선정을 위한 DEA", AHP통합모형에 관한 연구, 1999, pp.24(4), 1~12
- Cooper, W. W., "Data Envelopment Analysis" (2002), Kluwer Academic Publisher
- Banker, R. D., "Some models for estimation technical and scale inefficiencies in data envelopment analysis", Management Science, 30(9), pp.1078~1092 (1984)
- Charnes, A., "Measuring the efficiency of decision making units", European J. of Oper. Res, 2(6), pp.429~444 (1978)
- Talluri S., "A cone-ratio DEA approach for ATM justification", Int. J. Production Economics, 66, pp.119~129 (2000)
- Thomas L. Satty, "The analytic hierarchy process" (1980), McGraw-Hill, Inc.
- Thompson, R. G., "Site Evaluations for Locating a High-Energy Physics Lab in Texas", Interfaces, 16, pp.35~49 (1986)
- Thompson R. G., "Linked-cone DEA profit ratio and technical efficiency with application to Illinois coal mines", Int. J. Production Economics, 39, pp.99~115 (1995)