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Construction of the health process model based on state transition probability for individualized health guidance

Research Project

Project/Area Number 15K12688
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Applied health science
Research InstitutionNagoya City University (2016)
Chubu University (2015)

Principal Investigator

Miyauchi Yoshiaki  名古屋市立大学, 看護学部, 准教授 (70410511)

Co-Investigator(Renkei-kenkyūsha) NISHIMURA Haruhiko  兵庫県立大学, 大学院・応用情報科学研究科, 教授 (40218201)
Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords保健健康情報 / 特定健診 / 保健指導 / 確率モデル
Outline of Final Research Achievements

We worked on the construction of a "health process model" to be utilized for individual health guidance to medical checkup examinees. It can show what kind of health state transition recipients are easy to make as a diverse and rational transition model. We devised binary conversion based on reference value of medical examination data and expression of 16 states state by logical disjunction based on factor analysis of examination item. And we applied it to health examination data of consultants who underwent medical examination with age at a certain health examination implementing company and calculated the state transition probability between health conditions of examinees when viewed as time series. Furthermore, we analyzed the trend of state transition by state transition probability by age of examinees. Finally, we constructed a prototype of a health process model based on the state transition probability that can be utilized as an Android application.

Report

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

    (4 results)

All 2017 2016 2015

All Presentation (4 results)

  • [Presentation] 個別性のある保健指導へ向けた健康状態遷移モデルの検討2017

    • Author(s)
      宮内義明,西村治彦
    • Organizer
      第12回日本感性工学会春季大会
    • Place of Presentation
      上田安子服飾専門学校(大阪府・大阪市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 特定健診対応ベイジアンネットワークでの確率推定と健康状態遷移の立方格子モデルによる保健指導アプリの開発2016

    • Author(s)
      宮内義明,何海佳,西村治彦
    • 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)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 特定健診に対応した経年の健診データの2値表現と状態遷移の世代間比較2015

    • Author(s)
      宮内義明,西村治彦
    • Organizer
      第35回医療情報学連合大会
    • Place of Presentation
      沖縄コンベンションセンター(沖縄県)
    • Year and Date
      2015-11-01
    • Related Report
      2015 Research-status Report
  • [Presentation] 特定健診の検査項目に基づく健康状態遷移の世代間比較2015

    • Author(s)
      宮内義明,西村治彦
    • Organizer
      第3回看護理工学会学術集会
    • Place of Presentation
      立命館大学(京都府)
    • Year and Date
      2015-10-10
    • Related Report
      2015 Research-status Report

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

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