The Korean Journal of Applied Statistics (응용통계연구)

The Korean Statistical Society (한국통계학회)
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Evaluating the Operational Efficiencies of Local Universities Using DEA Approach

자료포락분석을 이용한 지역대학의 효율성분석

  • Received : 2012.08.08
  • Accepted : 2012.12.10
  • Published : 2013.02.28
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Abstract

Data envelopment analysis is a relatively new data oriented approach to evaluate the performance of a set of peer entities called decision making units which convert multiple inputs into multiple outputs. It has been extensively applied in performance evaluation and benchmarking entities such as hospitals, universities, cities, courts, and business firms. This study provides the evaluating results of the operational efficiencies of local universities using a DEA approach. In addition, we explore the difference of the efficiency between regional flagship national universities and non-flagships.

자료포락분석(data envelopment analysis)은 여러 종류의 투입요소와 산출요소를 이용하여 의사결정단위(decision making unit)들 간의 상대적 효율성을 평가하기 위해 많이 사용되는 기법이다. 본 연구에서는 자료포락분석을 이용하여 지방대학들의 연구 및 교육분야에 대한 효율성을 분석한다. 먼저, 우리나라 국 공립 대학들의 효율성에 대해 살펴보고, 지역거점대학(regional flagship national universities)과 비거점(non-flagship)대학 간의 효율성이 통계적으로 유의한지 여부를 탐색한다.

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References

  1. Abbott, M. and Doucouliagos, C. (2003). The efficiency of Australian universities: A data envelopment analysis, Economics of Education Review, 22, 89-97. https://doi.org/10.1016/S0272-7757(01)00068-1
  2. Banker, R. D., Charnes, R. F. and Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis, Management Science, 30, 1078-1092. https://doi.org/10.1287/mnsc.30.9.1078
  3. Charnes, A., Cooper, W. W. and Rhodes, E. (1978). Measuring the efficiency of decision making units, European Journal of Operational Research, 2, 429-444. https://doi.org/10.1016/0377-2217(78)90138-8
  4. Choi, H. and Sohn, S. Y. (1999). Efficiency of comparison via DEA for academic departments in college of engineering, Journal of Engineering Education, 2, 29-38.
  5. Hwang, H. J. (2000). A study of university evaluation as a management process, The Journal of Educational Research & Development, 21, 105-203.
  6. Ji, G. Y. (2012). An efficiency evaluation of university management using DEA approach, Master Dissertation, Graduate School of Sungkyunkwan University, Korea.
  7. Jung, D. B. (2011). A study on the efficiency of junior colleges in Korea, PhD Dissertation, Graduate School of Yonsei University, Korea.
  8. Kim, E. J., Kim, H. J. and Jo, S. H. (2006). A study on the relative efficiency of high schools in Seoul through DEA, The Journal of Economics and Finance of Education, 15, 33-55.
  9. Kim, H. T. (2012). An efficiency analysis of the departments of special education using data envelopment analysis, PhD Dissertation, Graduate School of Joongbu University, Korea.
  10. Kim, J. H. and Kim, T. I. (2003). Efficiency Evaluation and Measurement in Public Area, Jip Moon Dang, Seoul.
  11. Kim, S. H. and Lee, H. S. (2008). A comparison between university evaluation and its efficiency as measured by DEA, Journal of Educational Evaluation, 21, 1-26. https://doi.org/10.2167/erie1.0
  12. Kwak, Y. J. (1993). A study on a performance evaluation of hospitals: A data envelopment analysis approach, PhD Dissertation, Graduate School of Chungnam National University, Korea.
  13. Lee, H. S. (2008). University efficiency analysis by DEA, Journal of Educational Evaluation, 21, 41-65.
  14. Lee, J. D. and Oh, D. H. (2012). Theory of Efficiency Analysis, Jiphil Media, Seoul.
  15. Lee, M. H. (2003). A Dvelopment of Performance Indicators on Higher Educational Institution's System, Korean Education Development Institute, Seoul.
  16. Martin, M. (2003). An application of the data envelopment analysis methodology in the performance assessment of the Zaragoza university departments, Technical report, University of Zaragoza.
  17. Nam, C. W. and Lee, M. S. (2011). Evaluation the efficiency of public health center, Journal of Urban Administration Society, 24, 65-87.
  18. Song, M. J. and Kim, W. J. (2006). Evaluation the efficiency of departments using DEA, Journal of Seoul National of Technology, 54, 287-294.