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DEA와 로지스틱 회귀분석을 이용한 정보화촉진기금 융자사업의 효율성 분석
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  • DEA와 로지스틱 회귀분석을 이용한 정보화촉진기금 융자사업의 효율성 분석
  • Data Envelopment and Classification Model for Efficiency Analysis of Information Technology Promotion Fund
저자명
지유나,문태희,손소영
간행물명
기술혁신연구
권/호정보
2004년|12권 1호|pp.25-48 (24 pages)
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기술경영경제학회
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
서지반출

기타언어초록

The relative efficiency of loan projects of information technology promotion fund is measured using Data Envelopment Analysis. Information technology promotion project is supervised by the Ministry of Information and Communication and is managed by the Institute of Information Technology Assessment. Among all the projects of information technology supported by this fund, this study deals with the themes that have been completed from 2000 to 2002. With multiple input and output data including the amount of fund, the period of study, the rate of increase in revenue, the increase in the amount of export and the increase in the number of patent, the relative efficiency scores of all the 119 subjects were calculated in CCR and BCC models of DEA. From the reference sets of some inefficient Decision Making Units, the causes of their inefficiency were analyzed. To compare the relative efficiencies among various DMUs, Super-Efficiency Ranking Method and Logistic Regression Model were used. As the result of this study, it was shown that W promotion funds in the fields related to mobile technology, visual equipment and communication device were used most efficiently.