본문 바로가기
KERD
논문KCI 등재

대기행렬이론을 활용한 의료서비스 환자 대기환경 평가

Evaluation of Patients' Queue Environment on Medical Service Using Queueing Theory

1

조회

0

다운로드

7

인용

0

참고문헌

키워드

주제분류학제간연구

초록

Purpose: The purpose of this study is to develop the methods for evaluating patients' queue environmentusing decision tree and queueing theory. Methods: This study uses CHAID decision tree and M/G/1 queueing theory to estimate pain point and patientswaiting time for medical service. This study translates hospital physical data process to logical process toadapt queueing theory. Results: This study indicates that three nodes of the system has predictable problem with patients waitingtime and can be improved by relocating patients to other nodes. Conclusion: This study finds out three seek points of the hospital through decision tree analysis and substitutionnodes through the queueing theory. Revealing the hospital patients' queue environment, this studyhas several limitations such as lack of various case and factors.

Abstract

Purpose: The purpose of this study is to develop the methods for evaluating patients' queue environmentusing decision tree and queueing theory. Methods: This study uses CHAID decision tree and M/G/1 queueing theory to estimate pain point and patientswaiting time for medical service. This study translates hospital physical data process to logical process toadapt queueing theory. Results: This study indicates that three nodes of the system has predictable problem with patients waitingtime and can be improved by relocating patients to other nodes. Conclusion: This study finds out three seek points of the hospital through decision tree analysis and substitutionnodes through the queueing theory. Revealing the hospital patients' queue environment, this studyhas several limitations such as lack of various case and factors.

참고문헌 (18)

  1. Bose, I., "Business data mining-a machine learning perspective", Information &Management, 39(3), pp.211~225 (2001)
  2. Choi, J. H., "Data mining prediction and application" (2002), SPSS academy
  3. Chun, J. H., "QA activity & six sigma", Quality Improvement in Health Care, 14(2), pp.45~57 (2008)
  4. Cooper, R. B, "Introduction to Queueing Theory, 2nd ed" (1981), North-Holland(Elssevier)
  5. Dansky, K. H., "Patient satisfaction with ambulatory healthcare services : Waiting time and filling time", Hospital and Health Services Administration, 42(2), pp.165~177 (1997)
  6. Kass, G. V., "An exploratory technique for investigating large quantities of categorical data", Applied Statistics, 29(2), pp.119~127 (1980)
  7. Kingman, J. F. C., "The first Erlang century—and the next", Queueing Systems, 63, pp.3~4 (2009)
  8. Knudtson, N., "Patient satisfaction with nurse practitioner service in a rural setting", Journal of the American Academy of Nurse Practitioners, 12(10), pp.405~412 (2000)
  9. Mitchell, T. M., "Machine Learning" (1997), The McGraw-Hill Companies Inc
  10. 오가은, "6 시그마와 SERVQUAL을 활용한 병원서비스 혁신지표개발", 품질경영학회지, 41(4), pp.555~566 (2013), 한국품질경영학회[DOI]
  11. 오가은, "양·한방 협진 의료서비스 최적화를 위한 Clinical Pathway 도입과 진료패턴 분석", 대한한의진단학회지, 16(2), pp.23~32 (2012), 대한한의진단학회
  12. 박찬석, "제약이론(TOC)을 이용한 종합병원 외래 환자 대기시간 개선에 대한 연구", 병원경영학회지, 16(1), pp.77~100 (2011), 한국병원경영학회
  13. 박찬권, "의료서비스에서 고객 만족도 제고를 위한 대기시간 관리에 관한 사례 연구", 병원경영학회지, 14(3), pp.132~153 (2009), 한국병원경영학회
  14. Park, M. Y., "The Shortening Alternatives of Waiting Time in Operation Place Area of Operating Patients", Journal of Korean Society of Quality Assurance in Health Care, 15(2), pp.65~71 (2009)
  15. Park, S. H., "Analysis of factors delaying on waiting time for medical examination of outpatient on a hospital", Journal of Korean Society of Quality Assurance in Health Care, 8(1), pp.56~72 (2001)
  16. Park, Y. S., "The Effect of waiting time on service quality evaluation", Journal of Korean Marketing Association, 15(1), pp.1~25 (2000)
  17. Pitt, D. F., "Waiting List : Management, Legalities and Ethics", Canadian Journal of Surgery, 46(3), pp.170~175 (2003)
  18. Roger, T. A., "Willing to wait? : The influence of patient wait time on satisfaction with primary care", BMC Health Services Research, 7(31), pp.1~5 (2007)

관련 논문AI추천

이 간행물의 다른 논문 (8건)