Health Policy and Management (보건행정학회지)

Korean Academy of Health Policy and Management (한국보건행정학회)
권호 표지
DOI QR코드

DOI QR Code

Analysis of the Efficiency of the Regional Public Hospitals using DEA-AR/AHP Combined Model

DEA-AR/AHP 결합모형을 이용한 지방의료원의 효율성 분석

  • Received : 2010.11.11
  • Accepted : 2010.12.20
  • Published : 2010.12.31
Download PDF
⟨ Previous Next ⟩

Abstract

The purpose of this empirical study is to evaluate efficiency of the regional public hospitals, using DEA(Data Envelopment Analysis). to do this, we design a DEA-AR/AHP Hybrid model to evaluate efficiency of 34 Regional Public Hospitals. the proposed model is developed by adding Acceptance Region(AR). using analytical hierarchy process(AHP). this model is compared with those of typical DEA models. Financial data used in this study were obtained from Database of the Korea Association Regional Public Hospital and analyzed using DEA model. As a result of analysis, This study found that the DEA-AR/AHP Hybrid model was superior to those typical DEA models in determining the priority among efficient hospitals. the result of this study can provide helpful information to evaluate the efficiency of public hospitals for efficient operational management, to develop more precise measurement for the priority of the efficient hospitals.

Keywords

References

  1. 곽영진. 자료포락분석(DEA)을 이용한 병원의 효율성 평가에 관한 연구[박사학위논문]. 충남: 충남대학교 대학원; 1992.
  2. 김용태. 지방의료원 운영방식에 관한 연구[박사학위논문]. 서울: 경희대학교 대학원; 2009.
  3. 박경삼, 김윤태, 정홍식. DEA 및 DEA윈도우분석을 이용한 대규모 종합병원의 시대별 경영효율성 변화분석. 경영학연구 2005;34(1):267-287.
  4. 박종원. Data Evelopment Analysis를 이용한 보건소 운영의 효율성 평가[박사학위논문].서울:서울대학교 대학원; 1992.
  5. 박창제. 자료포락분석(DEA)을 이용한 효율성 측정 : 지방공사 의료원을 대상으로. 보건행정학회지 1996;6(2):91-114.
  6. 서수경,권순만. DEA를 이용한 의료기관의 효율성 벤치마킹. 병원경영학회지 2000; 5(1):84-104.
  7. 성도경, 최인규. 지방의료원의 경쟁력 평가를 위한 종합적 모형개발. 한국행정논집 2009;(4).
  8. 안인환. 종합병원의 경영효율성 영향요인 분석[박사학위논문]. 부산: 인제대학교 대학원; 2003.
  9. 양동현 외. 병원경영효율성 평가 및 결정요인 분석 연구. 서울: 한국보건의료관리연구원; 1996.
  10. 이용균. 범위자료의 자료포락분석 방법론 개발과 국내종합병원으로의 적용[박사학위논문]. 서울: KAIST 테크노경영대학원; 2002.
  11. 정형선, 공공병원과 민간병원의 효율성. 한국보건행정학회 전기학술대회 연제집; 1996.
  12. Banker R. Estimating Most Productive Scale Size Using Date Envelopment Analysis. European Journal of Operational Research 1984;17:35-44 https://doi.org/10.1016/0377-2217(84)90006-7
  13. Banker B.D, A Charnes, W.W Cooper. Models for the Estimation of Technical and Scale Efficiencies in Data Envelopment Analysis, Management Science 1984;30:1078-1092 https://doi.org/10.1287/mnsc.30.9.1078
  14. Charnes A, W.W. Cooper, E Rhodes. Measuring the efficiency of decision making units, European J. Operational Research 1978;2:429-444. https://doi.org/10.1016/0377-2217(78)90138-8
  15. Chilingerian J.A, H.D Sherman. Managing physician efficiency and effectiveness in providing hospital service, Health Service Management Reseacrch 1990;3(1),3-15. https://doi.org/10.1177/095148489000300101
  16. Finkler M.D, D.D Wirtschafter. Cost effectiveness and data envelopment analysis, Health Care Management Review 1993;18:81-88. https://doi.org/10.1097/00004010-199301830-00010
  17. Grosskorpf S, V Valdmanis. Measuring hospital performance : A nonparametric approach, J. Health Economics 1987;6:89-107. https://doi.org/10.1016/0167-6296(87)90001-4
  18. Hollingsworth B, Dawson P.J, Maniadakis N. Efficiency Measurement of Health Care: A Review of Non-parametic Method and Application, Health Care Management Science, 1999;2;161-172. https://doi.org/10.1023/A:1019087828488
  19. Ozcan Y, M McCue. Development of a financial performance index for hospital : DEA approach, J. Operational Research Society 1996;47:18-26. https://doi.org/10.1057/jors.1996.2
  20. Sexton TR, Silkman R H. Data envelopment analysis: Critique and extensions, Measuring Efficiency: An assessment of Data Envelopment Analysis, Jossey-Bass, San Francisci, CA 1986.
  21. Sherman H.D. Hospital efficiency measurement and evaluation : Empirical test of a new technique, Medical Care 1984;22(10):922-938. https://doi.org/10.1097/00005650-198410000-00005
  22. Thompsin R.G., Langemenier L.N, Lee C.T, Thrall R.M. The role of multiplier bounds in efficiency analysis with application to Kansas farming, Journal of Econometrics 1990;46(1):93-108. https://doi.org/10.1016/0304-4076(90)90049-Y
  23. Valdmanis V. Ownership and technical efficiency of hospital, Medical Care 1990;28(6):552-561. https://doi.org/10.1097/00005650-199006000-00007
  24. Valdmanis V. Sensitivity analysis for DEA models : An empirical example using public vs. NFP hospital, J. Public Economics 1992;48 (2):185-205. https://doi.org/10.1016/0047-2727(92)90026-C
  25. Wong Y.-H.B, J.E Beasley. Restricting Weight Flexxibility in Data Envelopment Analysis, Journal of Operating Research Society, 1990; 41 : 829-835. https://doi.org/10.1057/jors.1990.120

Cited by

  1. Perception of Healthcare Accreditation System on Patient Safety Management Activities and Nursing Performance of Regional Public Hospital Nurses vol.23, pp.4, 2017, https://doi.org/10.11111/jkana.2017.23.4.416