본문 바로가기
KERD
논문KCI 등재

프로세스 마이닝을 통한 의료지침 검증

Clinical Pathway Verification through Process Mining

1

조회

0

다운로드

1

인용

0

참고문헌

키워드

주제분류컴퓨터학

초록

A Clinical Pathway(CP) is standard process to way of treat diseases or injuries which is adapted to each hospital based on National Clinical Practice Guideline(CPG). Since CP is standard guideline for doctors and nurses working in a hospital, making and modifying CP is one of the most important administrational work for hospital and also rare work because once it is fixed, it's not changed whether there are new kind of disease discovered or new treatment is developed. However, in present, patient's waiting time during hospital residence process, is discussed as service competitive for patients. In this research, we utilize process mining tool to verify patients treatment process follows CP with EMR(Electronic Medical Record) in a sample hospital, and suggest modifcation point of CP through verification.

Abstract

A Clinical Pathway(CP) is standard process to way of treat diseases or injuries which is adapted to each hospital based on National Clinical Practice Guideline(CPG). Since CP is standard guideline for doctors and nurses working in a hospital, making and modifying CP is one of the most important administrational work for hospital and also rare work because once it is fixed, it's not changed whether there are new kind of disease discovered or new treatment is developed. However, in present, patient's waiting time during hospital residence process, is discussed as service competitive for patients. In this research, we utilize process mining tool to verify patients treatment process follows CP with EMR(Electronic Medical Record) in a sample hospital, and suggest modifcation point of CP through verification.

참고문헌 (17)

  1. Dansky, K. H., "Patient satisfaction with ambulatory healthcare services: Waiting time and filling time", Hosp Health Serv Adm, 42, pp.165~177 (1997)
  2. Knudtson, N., "Patient satisfaction with nurse practitioner service in a rural setting", JAANP, 2, pp.405~412 (2000)
  3. Pitt, D, "Waiting List: Management, Legalities and Ethics", Can J Surg, 46(3), pp.170~175 (2003)
  4. Park, S. H., "Analysis of factors delaying on waiting time for medical exmination of outpatient on a hospital", J Korean Soc Qual Assur Health Care, 8(1), pp.56~72 (2001)
  5. 오가은, "6 시그마와 SERVQUAL을 활용한 병원서비스 혁신지표개발", 품질경영학회지, 41(4), pp.555~566 (2013), 한국품질경영학회[DOI]
  6. 여현진, "대기행렬이론을 활용한 의료서비스 환자 대기환경 평가", 품질경영학회지, 42(1), pp.71~80 (2014), 한국품질경영학회[DOI]
  7. 이동하, "조선 산업에서 프로세스 마이닝을 이용한 블록 조립 프로세스의 계획 및 실적 비교 분석", 한국전자거래학회지, 18(4), pp.145~167 (2013), 한국전자거래학회[DOI]
  8. Van der Aslst W.M.P., "Inheritance of workflows : An approach to tackling problems related to change", Theoretical Computer Science, 270(1), pp.125~203 (2002)[DOI]
  9. Coffey RJ, "An introduction to Critical Paths;Quality Management in Health Care" (1992), Aspen Publishers, Inc.
  10. National Medical Center, and Ministry of Health and Welfare, "CP development guideline for regional public hospital Ver 1.0" (2015)
  11. "EB Medicine"[URL]
  12. Alan D.L. Sihoe, "Clinical Pathway for video-assisted thoracic surgery: the Hong Kong story", Journal of Thoeracic Disease, 8, pp.13~21 (2016)
  13. M.H. Jansen-Vullers, "Mining configurable enterprise information systems", Data & Knowledge Engineering, 56(3), pp.195~244 (2006), Elsevier BV[DOI]
  14. A. K. A. de Medeiros, "Genetic process mining: an experimental evaluation", Data Mining and Knowledge Discovery, 14(2), pp.245~304 (2007), Springer Nature[DOI]
  15. Rozinat, A, "Decision Mining in ProM, Proc", 4th Int. Conf. on Business Process Management, pp.420~425 (2006)
  16. Jochen De Weerdt, "Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organization", Computers in Industry, 64(1), pp.57~67 (2013), Elsevier BV[DOI]
  17. Goedertier, S, "Process discovery in event logs : An application in the telecom industry", Applied Soft Computing, 11, pp.1697~1710 (2011)[DOI]

관련 논문AI추천

이 간행물의 다른 논문 (21건)