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Development of a new classification method and information provision system for accident / misconduct cases as safety education tools

Research Project

Project/Area Number 17K18624
Research Category

Grant-in-Aid for Challenging Research (Exploratory)

Allocation TypeMulti-year Fund
Research Field Education and related fields
Research InstitutionNagoya University

Principal Investigator

HAYASHI Rumiko  名古屋大学, 環境安全衛生推進本部, 准教授 (50508421)

Co-Investigator(Kenkyū-buntansha) 富田 賢吾  名古屋大学, 環境安全衛生推進本部, 教授 (70422459)
Project Period (FY) 2017-06-30 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Fiscal Year 2019: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2018: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords安全教育 / 事故情報 / 事故報告 / 大学 / テキスト分析 / システム / ヒューマンエラー / 安全管理 / 情報マイニング / 事故分類
Outline of Final Research Achievements

For the purpose of preventing the recurrence and prevention of accidents and misconduct at the university, we collected cases of accidents and misconducts and analyzed the causes and trends using methods such as information mining. In addition, we extracted the keywords and lessons learned from the accidents, and classified and labeled the cases by them. We have developed an accident reporting / viewing system with the intention of utilizing accident information as a tool of safety education. This system is equipped with an auxiliary function for describing necessary information when reporting an accident, and a search function for delivering information closely related to the viewers.

Academic Significance and Societal Importance of the Research Achievements

大学では様々な事故や不祥事等が発生しており、教育研究活動の継続だけでなく、構成員の健康や命に係わる大きなリスクの一つとなっている。事故事例の収集は大学の法人化以降多くの大学で実施されているが、その解析や分類方法、教育的活用方法等についての検討は発展途上である。本研究では、教育的活用可能な新しい分類方法の検討に挑戦し、これを利用した事故情報報告・閲覧システムを開発した。この成果は、大学構成員の事故防止と再発防止策の立案のための教育に活用でき、大学の教育研究活動のリスク低減につながると期待される。

Report

(6 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (14 results)

All 2022 2021 2020 2019 2018

All Journal Article (7 results) (of which Peer Reviewed: 6 results,  Open Access: 6 results) Presentation (7 results) (of which Int'l Joint Research: 5 results)

  • [Journal Article] Eleven risk elements rationalizing laboratory accidents at universities2022

    • Author(s)
      1.Shizuaki Murata, Takaaki Harada, Rumiko Hayashi, Taiji Mishina, Kengo Tomita
    • Journal Title

      Journal of Environment and Safety

      Volume: 13 Issue: 2 Pages: 37-45

    • DOI

      10.11162/daikankyo.E21RP0901

    • NAID

      130008143347

    • ISSN
      1884-4375, 2186-3725
    • Year and Date
      2022-11-25
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Case Study of Text Analytics Applied to Accident Reports of a University2021

    • Author(s)
      Hayashi Rumiko、Yamada Tsubasa、Shinkawa Kouhei、Tomita Kengo、Nishikimi Tadashi、Murata Shizuaki、Kurimoto Hidekazu
    • Journal Title

      MATEC Web of Conferences

      Volume: 333 Pages: 10003-10003

    • DOI

      10.1051/matecconf/202133310003

    • Related Report
      2020 Research-status Report
  • [Journal Article] Case Study of Text Analytics Applied to Accident Reports of a University2020

    • Author(s)
      Rumiko Hayashi, Tsubasa Yamada, Kouhei Shinkawa, Kengo Tomita, Tadashi Nishikimi, Shizuaki Murata, Hidekazu Kurimoto
    • Journal Title

      MATEC Web of Conferences

      Volume: -

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Key points regarding safety education related to fire and/or explosion risk control in academic laboratories2019

    • Author(s)
      Shizuaki Murata, Kengo Tomita, Taiji Mishina, Rumiko Hayashi, Tadashi Nishikimi
    • Journal Title

      Journal of Environment and Safety

      Volume: 10 Issue: 2 Pages: 59-65

    • DOI

      10.11162/daikankyo.E18RP1101

    • NAID

      130007705370

    • ISSN
      1884-4375, 2186-3725
    • Year and Date
      2019-09-10
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Initiatives for safety education by Environment, Safety & Health Office in Nagoya University2019

    • Author(s)
      錦見 端、林 瑠美子、三品 太志、富田 賢吾
    • Journal Title

      Journal of Environment and Safety

      Volume: 10 Issue: 3 Pages: 189-196

    • DOI

      10.11162/daikankyo.19H0901

    • NAID

      130007743973

    • ISSN
      1884-4375, 2186-3725
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Injury risk estimation for students involved in experimental work in Nagoya University2019

    • Author(s)
      錦見 端、富田 賢吾、林 瑠美子、村田 静昭
    • Journal Title

      Journal of Environment and Safety

      Volume: 10 Issue: 1 Pages: 1-7

    • DOI

      10.11162/daikankyo.19G0201

    • NAID

      130007629780

    • ISSN
      1884-4375, 2186-3725
    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Efforts and preliminary study for preventing accidents of disabled persons employed at University2018

    • Author(s)
      林 瑠美子、松岡 博、富田 賢吾、錦見 端、三品 太志、村田 静昭
    • Journal Title

      Journal of Environment and Safety

      Volume: 9 Issue: 3 Pages: 49-56

    • DOI

      10.11162/daikankyo.18H0901

    • NAID

      40021738484

    • ISSN
      1884-4375, 2186-3725
    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Case Studies of Selecting Suitable Personal Protective Equipment for Laboratory Safety toward Quick Reference2022

    • Author(s)
      Rumiko Hayashi, Takaaki Harada, Kengo Tomita, Koichi Ushizawa, Hajime Yoshiki, Ai Shuhara, Toshinori Tanaka
    • Organizer
      The 8th Asian Conference on Safety and Education in Laboratory (ACSEL2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of risk factors in chemical accidents on campus2020

    • Author(s)
      Shizuaki Murata, Kengo Tomita, Rumiko Hayashi, Takaaki Harada, Taiji Mishina
    • Organizer
      the 7th Asian conference on Safety and Education in Laboratory
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Case Study of Text Analytics Applied to Accident Reports of a University2019

    • Author(s)
      Rumiko Hayashi, Tsubasa Yamada, Kouhei Shinkawa, Kengo Tomita, Tadashi Nishikimi, Shizuaki Murata, Hidekazu Kurimoto
    • Organizer
      18th Asian Pacific Confederation of Chemical Engineering congress (APCChE2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 名古屋大学の環境安全に関する取組 ~事故・トラブル事例から教訓を~2019

    • Author(s)
      富田 賢吾、林 瑠美子、錦見 端
    • Organizer
      サステイナブルキャンパス推進協議会(CAS-Net JAPAN)2019
    • Related Report
      2019 Research-status Report
  • [Presentation] Text Analytics of Contents Described in Accident and Disaster Reports of Nagoya University2018

    • Author(s)
      Rumiko Hayashi, Kouhei Shinkawa, Kengo Tomita, Tadashi Nishikimi, Shizuaki Murata, Hidekazu Kurimoto
    • Organizer
      The 5th Asian Conference on Safety and Education in Laboratory
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Injury Risk Estimation for Students Involved in Experimental Work2018

    • Author(s)
      Tadashi Nishikimi, Rumiko Hayashi, Kengo Tomita, Shizuaki Murata
    • Organizer
      The 5th Asian Conference on Safety and Education in Laboratory
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 事故・災害報告書の内容分析による特徴抽出2018

    • Author(s)
      新川晃平, 林瑠美子, 村田静昭, 栗本英和
    • Organizer
      研究実験施設・環境安全教育研究会 第7回研究成果発表会
    • Related Report
      2017 Research-status Report

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Published: 2017-07-21   Modified: 2023-01-30  

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