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Utilizing big data for the next-generation safety management system: Information provision to maintain workers' motivation

Research Project

Project/Area Number 26350458
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

NAKANISHI Miwa  慶應義塾大学, 理工学部(矢上), 准教授 (70408722)

Research Collaborator HIRANO Ryo  
KATAYAMA Keijiro  
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2014: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Keywords安全管理活動 / モチベーション / ビッグデータ / 安全管理 / 内発的動機づけ
Outline of Final Research Achievements

In psychology, there is a theory that intrinsic motivation is increased through internal specifics and suitable gap in each aspect of emotion, cognition, and ability for the object. In this paper, to construct a method to maintain motivation for safety management activities, we report 1) distance quantification with each worker's internal, specific, and safety management activities and 2) the identification of suitable gap between them. We investigated workers, and positioned a plot in the three-dimensional space of each safety management activities constructed for every worker in a scale of 0-1 on every axis of emotion, cognition, and ability. The results shows that the plots with highest motivation was concentrated in a scale of 0.2-0.4 on the axes of cognition and ability. We hypothesized that we could maintain the intrinsic motivation by repeatedly providing information on the motivated activities, and we verified the same through experiments.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (6 results)

All 2016 2015 2014

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results) Presentation (5 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] 安全管理活動に対する個人の態度特性と自発的なモチベーションとの関係 -内発的動機づけに関する心理学理論を応用して-2016

    • Author(s)
      片山恵二朗, 中西美和
    • Journal Title

      ヒューマンファクターズ

      Volume: 21(1) Pages: 24-33

    • NAID

      130005420718

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Stimulation of voluntary motivation toward safety management activities: Activity inactivation by mannerism2016

    • Author(s)
      Keijiro Katayama, Miwa Nakanishi
    • Organizer
      7th International Conference on Applied Human Factors and Ergonomics
    • Place of Presentation
      Orland (United States)
    • Year and Date
      2016-07-27
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Stimulation of voluntary motivation toward safety man-agement activities: activity inactivation by mannerism2016

    • Author(s)
      Keijiro Katayama, Miwa Nakanishi
    • Organizer
      Applied Human Factor & Ergonomics International 2016
    • Place of Presentation
      Orland (U.S.A)
    • Year and Date
      2016-07-27
    • Related Report
      2015 Research-status Report
  • [Presentation] レジリエント・コンピテンスを抽出する方法としてのCritical Decision Method2015

    • Author(s)
      中西美和
    • Organizer
      日本人間工学会第56回大会
    • Place of Presentation
      芝浦工業大学(東京都・港区)
    • Year and Date
      2015-06-13
    • Related Report
      2015 Research-status Report
  • [Presentation] 安全管理活動に関する情報の分類と業種別の傾向分析2014

    • Author(s)
      片山恵二朗、平野亮、中西美和
    • Organizer
      日本プラントヒューマンファクター学会大会
    • Place of Presentation
      日本大学生産工学部(千葉県・習志野市)
    • Year and Date
      2014-09-12
    • Related Report
      2014 Research-status Report
  • [Presentation] 指示粒度が人間のレジリエンシー特性に与える影響:実験的検討2014

    • Author(s)
      八尾敬介、中西美和
    • Organizer
      日本プラントヒューマンファクター学会大会
    • Place of Presentation
      日本大学生産工学部(千葉県・習志野市)
    • Year and Date
      2014-09-12
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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