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Engineering model and verification for regional medical service systems including hospitals

Research Project

Project/Area Number 26330354
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Web informatics, Service informatics
Research InstitutionUniversity of Tsukuba

Principal Investigator

Takagi Hideaki  筑波大学, システム情報系(名誉教授), 名誉教授 (30260467)

Co-Investigator(Renkei-kenkyūsha) ILIC Mika (SATO Mika)  筑波大学, システム情報系, 教授 (60269214)
MISUE Kazuo  筑波大学, システム情報系, 教授 (50375424)
Shigeno Maiko  筑波大学, システム情報系, 教授 (40272687)
Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords医療・福祉 / サービス工学 / 数理工学 / データサイエンス / 待ち行列
Outline of Final Research Achievements

We have constructed a queueing network model for the patient flow over several wards in the obstetric unit of the University of Tsukuba Hospital, and succeeded in predicting the probabilistic distribution for the number of patients staying in each ward from the statistics of their admission rate and length of stay. Also, for Yokohama Minami-Kyosai Hospital, we have proposed and tested a semi-automatic method for converting doctor’s order of surgical operation with patient’s information into a succinct phrase to be displayed in a weekly scheduling table of the operating rooms. In addition, we have studied relevant queueing theory for analyzing multi-server, priority queues of impatient customers.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (22 results)

All 2018 2017 2016 2015 2014

All Journal Article (9 results) (of which Peer Reviewed: 9 results,  Open Access: 3 results,  Acknowledgement Compliant: 1 results) Presentation (11 results) (of which Int'l Joint Research: 5 results,  Invited: 2 results) Book (2 results)

  • [Journal Article] Queueing network model for obstetric patient flow in a hospital2017

    • Author(s)
      Takagi Hideaki、Kanai Yuta、Misue Kazuo
    • Journal Title

      Health Care Management Science

      Volume: 20 Issue: 3 Pages: 433-451

    • DOI

      10.1007/s10729-016-9363-5

    • NAID

      120007129595

    • Related Report
      2017 Annual Research Report 2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Unified and Refined Analysis of the Response Time and Waiting Time in the M/M/m FCFS Preemptive-Resume Priority Queue2017

    • Author(s)
      H. Takagi
    • Journal Title

      Journal of Industrial and Management Optimization

      Volume: 印刷中 Issue: 4 Pages: 1945-1973

    • DOI

      10.3934/jimo.2017026

    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Analysis of the Response and Waiting Times in the M/M/m LCFS Preemptive-Resume Priority Queue2016

    • Author(s)
      H. Takagi
    • Journal Title

      International Journal of Pure and Applied Mathematics

      Volume: 109 Pages: 325-370

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Waiting time in the M/M/m LCFS nonpreemptive priority queue with impatient customers2015

    • Author(s)
      H. Takagi
    • Journal Title

      Annals of Operations Research

      Volume: Online Issue: 1 Pages: 1-33

    • DOI

      10.1007/s10479-015-1876-7

    • Related Report
      2016 Research-status Report 2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Fluid approximation analysis of a call center model with time-varying arrivals and after-call work2015

    • Author(s)
      Y. Kawai and H. Takagi
    • Journal Title

      Operations Research Perspectives

      Volume: 2 Pages: 81-96

    • DOI

      10.1016/j.orp.2015.03.003

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analysis of a call center with impatient customers and after-call work2014

    • Author(s)
      H. Takagi and Y. Taguchi
    • Journal Title

      International Journal of Pure and Applied Mathematics

      Volume: 90-2 Issue: 2 Pages: 205-237

    • DOI

      10.12732/ijpam.v90i2.10

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Waiting time in the M/M/m/(m+c) queue with impatient customers2014

    • Author(s)
      H. Takagi
    • Journal Title

      International Journal of Pure and Applied Mathematics

      Volume: 90-4 Issue: 4 Pages: 519-559

    • DOI

      10.12732/ijpam.v90i4.13

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] From computer science to service science: queues with human customers and servers2014

    • Author(s)
      H. Takagi
    • Journal Title

      Computer Networks

      Volume: 66 Pages: 102-111

    • DOI

      10.1016/j.comnet.2014.03.014

    • NAID

      120007136681

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Waiting time in the M/M/m FCFS nonpreemptive priority queue with impatient customers2014

    • Author(s)
      H. Takagi
    • Journal Title

      International Journal of Pure and Applied Mathematics

      Volume: 97-3 Issue: 3 Pages: 311-344

    • DOI

      10.12732/ijpam.v97i3.5

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Presentation] Distribution of the waiting and service time in an M/M/m preemptive-resume priority queue with impatient customers2018

    • Author(s)
      高木英明
    • Organizer
      待ち行列シンポジウム「確率モデルとその応用」
    • Related Report
      2017 Annual Research Report
  • [Presentation] 待合せ放棄があるM/M/m割込み型優先処理待ち行列における客の滞在時間分布の解析2017

    • Author(s)
      高木英明
    • Organizer
      日本オペレーションズ・リサーチ学会2017年春季研究発表会
    • Place of Presentation
      沖縄県那覇市 沖縄県市町村自治会館
    • Year and Date
      2017-03-15
    • Related Report
      2016 Research-status Report
  • [Presentation] Distribution of the Times to Service Completion and Abandonment in the M/M/m Preemptive LCFS Queue with Impatient Customers2017

    • Author(s)
      高木英明
    • Organizer
      待ち行列シンポジウム「確率モデルとその応用」
    • Place of Presentation
      東京都新宿区 東京理科大学森戸記念館
    • Year and Date
      2017-01-19
    • Related Report
      2016 Research-status Report
  • [Presentation] Waiting and service time of a unique customer in an M/M/m preemptive LCFS queue with impatient customers2017

    • Author(s)
      Takagi Hideaki
    • Organizer
      The 12th International Conference on Queueing Theory and Network Applications, QTNA2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Times to Service Completion and Abandonment in the M/M/m Preemptive LCFS Queue with Impatient Customers2016

    • Author(s)
      H. Takagi
    • Organizer
      The 11th International Conference on Queueing Theory and Network Applications, QTNA 2016
    • Place of Presentation
      Victoria University, Wellington, New Zealand
    • Year and Date
      2016-12-13
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Queueing network model for the obstetric patient flow in a hospital2015

    • Author(s)
      H. Takagi and Yuta Kanai
    • Organizer
      Mayo Clinic Delivery Science Summit 2015
    • Place of Presentation
      Mayo Clinic, Rochester, Minnesota, U.S.A.
    • Year and Date
      2015-09-16
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Detailed analysis of the response time and waiting time in the M/M/m FCFS preemptive-resume priority queue2015

    • Author(s)
      H. Takagi
    • Organizer
      The 10th International Conference on Queueing Theory and Network Applications (QTNA 2015)
    • Place of Presentation
      Vietnam National University, Ha Noi and Ha Long, Vietnam
    • Year and Date
      2015-08-17
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Queueing theories for science of services2015

    • Author(s)
      H. Takagi
    • Organizer
      The 10th International Conference on Queueing Theory and Network Applications (QTNA 2015)
    • Place of Presentation
      Vietnam National University, Ha Noi and Ha Long, Vietnam
    • Year and Date
      2015-08-17
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 待ち行列理論に魅せられて2015

    • Author(s)
      高木英明
    • Organizer
      日本OR学会2014年度確率モデルシンポジウム
    • Place of Presentation
      東北大学片平キャンパス(宮城県仙台市)
    • Year and Date
      2015-01-22 – 2015-01-24
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] 待合せ放棄のある非割込み型優先処理待ち行列の待ち時間2014

    • Author(s)
      高木英明
    • Organizer
      日本OR学会2014年秋季研究発表会
    • Place of Presentation
      北海道科学大学(北海道札幌市)
    • Year and Date
      2014-08-29
    • Related Report
      2014 Research-status Report
  • [Presentation] Queuing network model and visualization for the patient flow in the obstetric unit of the University of Tsukuba Hospital2014

    • Author(s)
      H. Takagi, K. Misue, and Y. Kanai
    • Organizer
      SRII Global Conference 2014
    • Place of Presentation
      San Jose, California, USA
    • Year and Date
      2014-04-23 – 2014-04-25
    • Related Report
      2014 Research-status Report
  • [Book] Creation of Service Science Curriculum for Customer-Oriented Business Innovation, In: Global Perspectives on Service Science: Japan, Stephen K. Kwan, James C. Spohrer, and Yuriko Sawatani (editors), Chapter 202016

    • Author(s)
      H. Takagi, Y. Okada, A. Yoshise, and M. Shigeno
    • Total Pages
      23
    • Publisher
      Springer
    • Related Report
      2016 Research-status Report
  • [Book] サービスサイエンスことはじめ:数理モデルとデータ分析によるイノベーション2014

    • Author(s)
      高木英明(編著)
    • Total Pages
      342
    • Publisher
      筑波大学出版会
    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2019-03-29  

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