Measuring production efficiency using Data Envelopment Analysis : The case of public Corporation Medical Centers

자료포락분석(DEA)을 이용한 효율성 측정 - 지방공사 의료원을 대상으로 -

  • Published : 1996.11.01

Abstract

In this research, the Data Envelopment Analysis(DEA) was applied to measure production efficiency of Public Corporation Medical Centers(PCMCs) operating in Korea. The focus of this research is triple. First, identifing convenience and usefulness of DEA to measure the relative efficiency among PCMCs. Second, assessing magnitudes of the relative efficiency for each PCMC. Third, adding insights into some factors resulting inefficiency in PCMCs. Then, in this paper technical efficiency and scale efficiency measured by DEA[introduced by Charnes, Cooper, and Rhoides(1978) and Banker, Charnes, and Cooper(1984)] were analyzed and a new separate variable was introduced which makes it possible to determine whether operations were conducted in regions of increasing, constant or decresing returns to scale(in multiple input and output situations). And a multi-factor Tobit analysis was conducted to see which variables are associated with PCMC's efficiency.

Keywords

References

  1. 충남대학교 대학원 박사학위논문 자료포락분석(DEA)을 이용한 병원의 효율성 평가에 관한 연구 곽영진
  2. 한국보건경제학회 학술발표회 병원 인적자원의 생산성 평가를 위한 방법론적 고찰 남상요
  3. 서울대학교 대학원 석사학위논문 Data Envelopment Analysis를 이용한 보건소 운영의 효율성 평가 박종원
  4. 국내은행의 경영효율성 비교분석 손승태
  5. 서강대학교 대학원 박사학위논문 DEA방법에 의한 은행의 경영효율성 측정에 관한 연구 손승태
  6. 서울대학교 대학원 박사학위논문 사업부조직의 성과평가를 위한 DEA모형의 적용가능성에 관한 연구 오동일
  7. 연세대학교 대학원 박사학위논문 지방정부 서비스의 상대적 효율성 측정에 관한 연구 윤경중
  8. 1996년도 한국보건행정학회 전기 학술대회(연제집) 공공병원과 민간병원의 효율성 정형선
  9. '94 지방공사 시·도의료원 경영실적 평가보고서 전국지방공사의료원연합회
  10. 의료원편람(통계) 전국지방공사의료원연합회
  11. Ph.d Thesis, University of Texas at Austin Efficiency and Related issues in higher education: A data envelopment analysis approach Ahn, T.
  12. European Journal of Operational Research v.17 Estimating most productive scale size using data envelopment analysis Banker, R D.
  13. Management Science v.30 Some models for estimating technical and scale inefficiencies in data envelopment analysis Banker, R D.;Charnes A.;Cooper, W W.
  14. Management Science v.32 A cComparative application of data envelopment analysis and translog methods: an illustrative study of hospital production Banker, R D.;Conrad;Robert F.;Strauss R P.
  15. European Journal of Operational Research v.2 Measuring the efficiency of decision making units Charnes A.;Cooper, W W;Rhodes, E.
  16. Health Services Management Research v.3 Managing physician efficiency and effectiveness in providing hospital services Chilingerian J A.;Sherman, H D.
  17. European Journal of Operational Research v.80 Evaluating physician efficiency in hospital: a multivariate analysis of best practices Chilingerian J A.
  18. Applied Economics v.15 A multiple-output multiple-input model of the hospital industry in North Carolina Conrad;Robert F.;Strauss, R P.
  19. Journal of the Royal Statistical Society(Series A) v.120 The measurement of productive efficiency Farrell, M. J.
  20. The Journal of Productivity Analysis v.7 Rural hospital performance and its correlates Ferrier, G D.;Valdmanis, V.
  21. Health Care Management Review v.18 Cost-effectiveness and data envelopment analysis Finkler, M D;Wirtschafter, D D.
  22. Econometric analysis(2nd ed.) Greene, W H.
  23. European Journal of operational Research v.80 Estimating output substitutability of of hospital services: a distance function approach Grosskopf, S.;Margaritis, D.;Valdmanis, V.
  24. American Economic Review v.56 Allocative efficiency vs "X-inefficiency" Leibenstein, H.
  25. American Economic Review v.82 Empirical estimation and partitioning of X-inefficiency: a data-envelopment approach Leibenstein, H.;Maital, S.
  26. Financial Accountability & Management v.8 Evaluating the efficiency of nonprofit organizations: an application of data envelopment analysis to the public health service Pina, V.;Torres, L.
  27. Limited dependent and qualitative variables in econometrics Maddala, G S.
  28. Journal of Econometrics v.46 Recent development in DEA: the mathematical programming approach to frontier analysis Seiford, L M.;Thrall, R M.
  29. medical care v.28 Ownership and technical efficiency of hospitals Valdmanis, V.
  30. Journal of Public Economics v.48 Sensitivity analysis for DEA models: an empirical example using public versus NFP hospitals Valdmanis, V.
  31. Health Care Management Review v.17 Multiple productivity measurement approaches for managemetn Young, S T.