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construction of nurse's appropriate staffing support system

Research Project

Project/Area Number 25350462
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionWaseda University

Principal Investigator

OHNO TAKAHIRO  早稲田大学, 理工学術院, 教授 (70169027)

Co-Investigator(Kenkyū-buntansha) ZANG Wei  青山学院大学, 理工学部, 助教 (00728553)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords疾病別原価計算 / DPC / GA / ナーススケジューリング / MA / 業務量平準化 / 看護師能力評価 / 絶対・考慮制約条件 / 絶対制約条件 / 考慮制約条件 / 看護業務区分表 / DPCデータ / 階層的クラスター分析 / 感度分析 / 看護師スキルミックス / 動的計画法 / 看護必要度・重症度 / 一対比較法 / ファジィモデル / 対数最小二乗法 / トランクィリティ / K-L情報量 / AHP
Outline of Final Research Achievements

In our study, firstly we try to understand medical act from DPC data focused on nurses’ work volume leveling and propose disease-specific labor cost calculation method to construct word volume estimation system. Secondly, we propose two models to construct nurses’ effective staffing system. One is nurse skill evaluation model and the other one is nurse staffing model in consideration of nurse skill-mix and medical service difficulty of wards. Finally, we propose a re-creation algorithm of nurse scheduling considering the fixed hope in order to construct nurse scheduling system. As to the validity of each model, we use the actual data from joint research destination to verify them.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (9 results)

All 2015 2014 2013

All Presentation (9 results) (of which Int'l Joint Research: 1 results)

  • [Presentation] 固定希望を考慮した看護師勤務表の再作成システム2015

    • Author(s)
      田中健太郎,臧巍,大野髙裕
    • Organizer
      日本経営工学会2015年秋季全国研究発表大会
    • Place of Presentation
      金沢工業大学
    • Year and Date
      2015-11-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] Logarithmic Least Square Fuzzy Model for incomplete Paired Comparison of Nurse Performance Evaluation2015

    • Author(s)
      Wei Zang,Takahiro Ohno
    • Organizer
      Asian Conference of Management Science & Applications2015
    • Place of Presentation
      China Dailian
    • Year and Date
      2015-09-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 看護師スキル・ミックスと病棟業務難易度を考慮した人員配置モデルの構築2015

    • Author(s)
      臧巍,大野高裕
    • Organizer
      日本経営システム学会
    • Place of Presentation
      共愛学園前橋国際大学
    • Year and Date
      2015-05-30 – 2015-05-31
    • Related Report
      2014 Research-status Report
  • [Presentation] 看護師スキル・ミックスと病棟業務難易度を考慮した人員配置モデルの構築2015

    • Author(s)
      臧巍,大野髙裕
    • Organizer
      日本経営システム学会2015年春季全国研究発表大会
    • Place of Presentation
      共愛学園前橋国際大学
    • Year and Date
      2015-05-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] トランクィリティに基づく対話型遺伝的アルゴリズム2014

    • Author(s)
      臧巍,山下洋史,大野高裕
    • Organizer
      日本経営システム学会
    • Place of Presentation
      法政大学
    • Year and Date
      2014-06-14 – 2014-06-15
    • Related Report
      2014 Research-status Report
  • [Presentation] Logarithmic Least Square Fuzzy Model for Pairwise Comparison of Nurse Performance Evaluation2013

    • Author(s)
      Wei ZANG,Takahiro Ohno
    • Organizer
      Asian Conference of Management Science & Applications 2013
    • Place of Presentation
      China
    • Related Report
      2013 Research-status Report
  • [Presentation] 看護師の活性化に関するバタフライのカタストロフィー・モデル2013

    • Author(s)
      臧巍,山下洋史,権善喜,大野高裕
    • Organizer
      日本経営システム学会
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report
  • [Presentation] 評価者相を持つ一対比較型対数最小二乗ファジィモデル2013

    • Author(s)
      臧巍,山下洋史,大野高裕
    • Organizer
      日本品質管理学会
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report
  • [Presentation] 人事評価における一対比較型対数最小二乗ファジィモデル2013

    • Author(s)
      臧巍,山下洋史,大野高裕
    • Organizer
      日本経営工学会
    • Place of Presentation
      愛知県
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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