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Quality Evaluation of Inpatient Patient Care Using the Text Mining Methods

Research Project

Project/Area Number 22790574
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Public health/Health science
Research InstitutionTokyo Health Care University

Principal Investigator

SETO Ryoma  東京医療保健大学, 医療保健学部, 講師 (20554041)

Project Period (FY) 2010 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2011: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2010: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords医療の質 / 病棟業務支援システム / 看護情報学、医療情報学 / テキストマイニング / データマイニング / ベンチマーキング / 看護情報学 / 医療情報学 / 臨床指標 / 病棟ケア / 看護情報
Research Abstract

This study aimed to develop and evaluate methods to easily obtain Quality Indicator(QI) in inpatient patient care from an Inpatients Care Support System(ICSS) database. As the result of our trial on the extraction of QI from ISSS, data mining methods are mainly required to obtain QI in patient safety. Several parameters of inpatient care, such as daily activity care and consultations, require text mining. This study showed that ICSS are an effective source from which QI can be obtained for use of secondary data.

Report

(3 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • Research Products

    (5 results)

All 2011 2010

All Journal Article (1 results) Presentation (4 results)

  • [Journal Article] 医療情報の二次利用による看護サービスの定量的評価ケアプロセスのボトムアップと看護職員配置の適正化に向けて2011

    • Author(s)
      瀬戸僚馬
    • Journal Title

      看護管理

      Volume: 21(10) Pages: 891-896

    • NAID

      40018969712

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] Trial on Use of Secondary Data for Extraction of Quality Indicators from the Inpatient Care Support System2011

    • Author(s)
      Ryoma Seto, Sumie Ohashi, Kumiko Yamaguchi, Sayuri Yamashita
    • Organizer
      9th Scandinavian Conference on Health Informatics
    • Place of Presentation
      Oslo, Norway
    • Year and Date
      2011-08-30
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] 長期入院患者におけるカテーテル交換間隔の推計2011

    • Author(s)
      瀬戸僚馬, 山口久美子, 安達暁子
    • Organizer
      第13回日本医療マネジメント学会学術総会
    • Place of Presentation
      みやこめっせ(京都市)
    • Year and Date
      2011-06-25
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] 看護支援システムにおける「看護予定」データを用いた臨床指標抽出の試み2010

    • Author(s)
      瀬戸僚馬, 大橋純江, 山口久美子, 大平雅雄, 牟田邦彦
    • Organizer
      第30回医療情報学連合大会
    • Place of Presentation
      アクトシティ浜松(静岡県)
    • Year and Date
      2010-11-20
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Presentation] 看護支援システムに蓄積されたデータの二次利用の可能性2010

    • Author(s)
      大橋純江, 大平雅雄, 瀬戸僚馬
    • Organizer
      第11回日本医療情報学会看護学術大会
    • Place of Presentation
      仙台市民会館(宮城県)
    • Year and Date
      2010-06-26
    • Related Report
      2011 Final Research Report 2010 Annual Research Report

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Published: 2010-08-23   Modified: 2016-04-21  

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