대한안전경영과학회지 (Journal of the Korea Safety Management & Science)

  • 제15권1호
  • /
  • Pages.249-258
  • /
  • 2013
  • /
  • 1229-6783(pISSN)
  • /
  • 2288-1484(eISSN)
대한안전경영과학회 (Korea Safety Management & Science)
권호 표지
DOI QR코드

DOI QR Code

DEA를 이용한 대학 연구 효율성 비교 연구 - A 대학 사례를 중심으로 -

A Comparison Study on University Research Efficiency Using DEA Analysis: focused on A University Case

  • 김선민 (서울과학기술대학교 글로벌경영학과)
  • Kim, Seonmin (Department of Business Administration, Seoultech)
  • 투고 : 2013.01.10
  • 심사 : 2013.03.05
  • 발행 : 2013.03.31
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

Data Envelopment Analysis (DEA) is a useful tool to analyze the relative efficiency of decision making units (DMU) characterized by multiple inputs and multiple outputs. This method has been popularly used as an analytical tool to suggest some strategic improvement. To do this, the results of DEA provide decision makers with a single efficiency score, efficient frontier, return to scale, benchmarking decision making units, etc. The purpose of this paper is to evaluate research performance of 38 universities and provide an inefficient university with the way of organizational changes to be an efficient university by using DEA. Various input and output variables are used to identify technical and scale inefficiency. Additionally, we analyze how an inefficient DMU could be changed an efficient DMU based on a case university. This result will give an insight of constructive directions for increasing of research performance to university decision makers.

키워드

참고문헌

  1. 권영훈, 김선영, 이남준, (2010), DEA모형을 이용한 대학운영효율성 분석 연구: 수도권 소재대학과 지방소재대학의 비교분석을 중심으로, " 서비스경영학회지, 제11권 1호. pp.179-208
  2. 김도진 (2012), "우리나라 전문대학교의 경영 효율성 분석," 교육재정경제연구 제21권 제3호. pp.117-144
  3. 모수원 (2006), "DEA 모형을 이용한 전문대학의 효율성 평가," 산업경제연구 제19권 제4호, 2006.8, 1581-1595;
  4. 임성묵 (2009). "DEA에서 투입 . 산출 요소 선택 방법,"IE Interfaces, 제22권 제1호, 2009, pp.44-55.
  5. 이영찬, 서창갑 (2005), "자료포괄분석을 이용한 지역신용보증재단의 효율성 평가," 대한경영학회지 제18권 제3호, pp. 1247-1269.
  6. 한동여, 김성아 (2008). "DEA에 의한 소프트웨어 기업의 효율성 분석,"생산성논집, 제22권 제4호, 2008년, pp.5-22.
  7. 한동여, 최성용 (2009). "Super DEA에 의한 광고비의 효율성 측정,"기업경영연구, 제16권 제4호, 2009, pp.83-95.
  8. Ahn, T., A. Charnes, and W.W. Cooper.(1988), "Some statistical and DEA evaluations of relative efficiencies of public and private institutions of higher learning," Socio-Economic Planning Sciences 22, pp.259-269. https://doi.org/10.1016/0038-0121(88)90008-0
  9. Andersen, P., Petersen, N. (1993) "A procedure for ranking efficient units in data envelopment analysis," management Science 39, pp.1261-1264. https://doi.org/10.1287/mnsc.39.10.1261
  10. Banker, RD, A. Charnes, and WW Cooper. (1984), "Some Models for Estimating Technical and scale inefficiencies in DEA," Management Science 32: pp.1613-1627.
  11. Beasley, JE (1990), "Comparing university departments," OMEGA 18: pp. 171-183. https://doi.org/10.1016/0305-0483(90)90064-G
  12. Beasley, JE (1995), "Determining teaching and research efficiencies," The Journal of the Operational Research Society 46, pp. 441-452. https://doi.org/10.1057/jors.1995.63
  13. Carrington, R., T. Coelli, and DS Prasada Rao. (2005), The performance of Australian universities: Conceptual issues and preliminary results. Economic Papers 24: pp. 145-163. https://doi.org/10.1111/j.1759-3441.2005.tb01001.x
  14. Charnes, A., WW Cooper, and E. Rhodes (1978), "Measuring the efficiency of decision making units," European Journal of Operational Research vol. 2: pp. 429-444. https://doi.org/10.1016/0377-2217(78)90138-8
  15. Flegg, AT, DO Allen, K. Field, and TW Thurlow. (2004), "Measuring the efficiency of British universities: A multi-period data envelopment analysis," Education Economics 12: pp. 231-249. https://doi.org/10.1080/0904529042000258590
  16. Johnes, G., and J. Johnes. (1993), "Measuring the research performance of UK economics departments: An application of data envelopment analysi," Oxford Economic Papers 45: pp. 332-347.
  17. Johnes J., and L. Yu. (2008), "Measuring the research performance of Chinese higher education institutions using data envelopment analysis," China Economic Review 19: pp. 679- 696. https://doi.org/10.1016/j.chieco.2008.08.004
  18. Sinuany-Stern, Z., A. Mehrez, and A. Barboy. (1994), "Academic departments efficiency viadea," Computers & Operations Research 21: pp. 543-556. https://doi.org/10.1016/0305-0548(94)90103-1
  19. Tomkins, C., and R. Green. (1988), "An experiment in the use of data envelopment analysis for evaluating the efficiency of UK university departments of accounting," Financial Accountability & Management 4: pp. 147-164. https://doi.org/10.1111/j.1468-0408.1988.tb00066.x
  20. Worthington, A., and BL Lee. (2008), "Efficiency, technology and productivity change in Australian universities, 1998-2003," Economics of Education Review 27: 285-298. https://doi.org/10.1016/j.econedurev.2006.09.012