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Management Efficiency Estimation of Social Enterprises with Data Envelopment Analysis

사회적 기업의 자료포락분석(DEA)을 통한 경영효율성 평가

  • 이상연 (사회적경제센터) ;
  • 임성묵 (동국대학교 서울캠퍼스 경영대학) ;
  • 채명신 (서울벤처대학원대학교)
  • Received : 2017.05.18
  • Accepted : 2017.06.22
  • Published : 2017.06.30

Abstract

This paper was to evaluate social enterprises' management efficiency with Data Envelope Analysis (DEA). The data was based on the 168 social enterprises' of annual performance reports published in 2015. The research focused on to measure both financial efficiency and social impact of the companies simultaneously. To apply DEA, the paper classified the enterprises into seven types based on types of socal impacts which each company provides before the estimation of the efficiency. The research results showed that group D, which employes disadvantaged people, provides social services and shares resources was the most efficient group and had higest net worths in Pure Technical Efficiency. In contrast, Group B, which only employs social advantage people and provides social service, was the least efficient one. The research suggests a practical and efficient framework in measuring social enterprises' management efficiency, including both the financial performance and social impacts simultaneously with their self-publishing reports. Because the Korea Social Enterprise Promotion Agency does not open business reports which social enterprises submit each year, there are basic limitations on researchers attempting to analyse with data from all social enterprises in Korea. Thus, this study dealt with only 10% of the social enterprises which self-published their performance report on the Korea Social Enterprise Promotion Agency's web site. Regardless of these limitations, this study suggested substantial methods to estimate management efficiency with the self-published reports. Because self-publishing is increasing each year, it will be the main source of information for researchers in examining and evaluating social enterprises' financial performance or social contribution. The research suggests a practical and efficient framework in measuring social enterprises' management efficiency, including both the financial performance and social impacts simultaneously with their self-publishing reports. The research results suggest not only list of efficient enterprises but also methods of improvement for less efficient enterprises.

Keywords

References

  1. Anthony, R.N., Dearden, J., and Bedford, N.M., Management Control Systems, Homewood, IL : Irwin, 1980.
  2. Bae, S.H., Kim, J.H., Yoon, J.S., Kang, S.K., Shin, K.M., Cho, S.J., Lee, K.K., Measuring Efficiency of National R&D Programs within Nanotechnology Field Using DEA Model, Journal of Society of Korea Industrial and System Engineering, 2016, Vol. 39, No. 2, pp. 64-71. https://doi.org/10.11627/jkise.2016.39.2.064
  3. Banker, R.D., Charnes, A., and Cooper, W.W., Some Models For Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis, Management Science, 1984, Vol. 30, No. 9, pp. 1078-1092. https://doi.org/10.1287/mnsc.30.9.1078
  4. Chae, J.H., A Study on the Utilization of Social Enterprises for Community Activation, Seoul, kyungsungmedia, 2011.
  5. Chames, A., Cooper, W.W., and Rhodes, E., Measuring the Efficiency of Decision Making Units, European Journal of Operational Research, 1978, Vol. 2, No. 6, pp. 429-444. https://doi.org/10.1016/0377-2217(78)90138-8
  6. Farrell, M.J., The measurement of Productivity Efficiency, Journal of the Royal Statistical Society, 1957, Vol. 12, pp. 260-261.
  7. Jang, J.J., A Study on the Use of DEA Models for Evaluating Managerial Efficiency of the Social Enterprises -Focus on Nursing and Healthe-care Firms in H Area-, Korean Corporation Management Review, 2010, Vol. 34, pp. 179-191.
  8. Kim, C.-B. and Lee, C.-Y., Efficiency Analysis on Social and Economic Performance of Social Enterprise in Korea, Journal of Industrial Economics and Business, 2015, Vol. 28, No. 4, pp. 1715-1738.
  9. Koopmans, T.C., Analysis of Production as an Efficient Combination of Activities, Activity Analysis of Production and Allocation, New York, NY : John Wiley and Sons, 1951.
  10. Korea Social Enterprise Promotion Agency, http://www.socialenterprise.or.kr, 2013.
  11. Lee, J.-M. and Lee, W.-Y., Measuring Relative Efficiency of Social Enterprises in Korean Using Data Envelopment Analysis and Tobit Regression Analysis, Social Enterprise Studies, 2016, Vol. 9, No. 1, pp. 3-30.
  12. Lee, S.-Y. and Chae, M., Analysis Efficiency of Social Enterprises Using Data Envelopment Analysis : Focusing on the Type of Job Provision, Social Enterprise Studies, 2015, Vol. 8, No. 2, pp. 3-35.
  13. Lim, S.-M., A Method for Selection of Input-Output Factors in DEA, IE Interfaces, 2009, Vol. 22, No. 1, pp. 44-55.
  14. Yoo, S.-C., Meng, J., and Lim, S.-M., An analysis of the performance of global major airports using twostage network DEA model, Journal of Korean Society Quality Management, 2017, Vol. 45, No. 1, pp. 65-92. https://doi.org/10.7469/JKSQM.2017.45.1.065

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