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Mathematical Modeling on Nursing Skill Tacit Knowledge Based on Text Mining and Algebraic Statistics

Research Project

Project/Area Number 15K15818
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Fundamental nursing
Research InstitutionUniversity of Nagasaki (2016)
Shizuoka Institute of Science and Technology (2015)

Principal Investigator

Matsuda Takeshi  長崎県立大学, 情報システム学部, 准教授 (40591178)

Co-Investigator(Kenkyū-buntansha) 真嶋 由貴恵  大阪府立大学, 現代システム科学域, 教授 (70285360)
前田 利之  阪南大学, 経営情報学部, 教授 (70320041)
Research Collaborator Ootani Kousuke  合同会社binary lab, 代表社員
Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Keywords暗黙知 / 注射技術 / 手指運動 / 数理モデル / 可視化 / 非定常 / 正確検定 / 看護暗黙知 / 分割表 / 自動化
Outline of Final Research Achievements

This study had analyzed the tacit knowledge of nursing skill by collecting three dimension coordinate data of hand motion at an injection technique. We had used magnetometric sensor to gather hand motion data, and compared the data with experts and beginners. Since the acquired data changes depending on the state of the procedure, it was difficult to find a specific pattern from the data. However, since the procedures of injection technique are defined, the feature of experts could be found by dividing the data into each section accordingly. Furthermore, we confirmed that we can clearly distinguish between data of experts and beginners by proposing a method of visualizing data.

Report

(3 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • Research Products

    (7 results)

All 2017 2016 2015 Other

All Journal Article (1 results) (of which Acknowledgement Compliant: 1 results) Presentation (4 results) (of which Int'l Joint Research: 1 results) Remarks (2 results)

  • [Journal Article] 手指運動データに基づく看護暗黙知解析の一考察2015

    • Author(s)
      松田健
    • Journal Title

      情報処理学会研究報告

      Volume: 11 Pages: 1-2

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Presentation] 注射技術における手指運動の数理的解析と考察2017

    • Author(s)
      吉田優多朗, 松田健, 真嶋由貴恵, 大谷康介, 野口俊樹
    • Organizer
      情報処理学会第79回全国大会
    • Place of Presentation
      名古屋大学(愛知県, 名古屋市)
    • Year and Date
      2017-03-16
    • Related Report
      2016 Annual Research Report
  • [Presentation] 注射技術実施時における腕モデルに対する皮膚伸展の圧力分布の考察2016

    • Author(s)
      松田健,真嶋由貴恵
    • Organizer
      第36回 医療情報学連合大会
    • Place of Presentation
      パシフィコ横浜(神奈川県, 横浜市)
    • Year and Date
      2016-11-21
    • Related Report
      2016 Annual Research Report
  • [Presentation] ベクトル場による注射技術における手指運動の解析2016

    • Author(s)
      松田健
    • Organizer
      情報処理学会
    • Place of Presentation
      慶応義塾大学
    • Year and Date
      2016-03-10
    • Related Report
      2015 Research-status Report
  • [Presentation] On the Consideration of Time Series Analysis of Tacit Knowledge in Nursing Art2015

    • Author(s)
      松田健
    • Organizer
      THE 14th INTERNATIONAL CONFERENCE* ON MATHEMATICS AND ITS APPLICATIONS
    • Place of Presentation
      ルーマニア
    • Year and Date
      2015-11-05
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Remarks] 長崎県立大学 松田研究室

    • URL

      http://matsudalab.office-server.co.jp/top/study2.html

    • Related Report
      2016 Annual Research Report
  • [Remarks] 長崎県立大学松田研究室

    • URL

      http://matsudalab.office-server.co.jp/top/index.html

    • Related Report
      2015 Research-status Report

URL: 

Published: 2015-04-16   Modified: 2018-03-22  

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