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Experimental Study of Human Factors' Impact in Cell Production System

Research Project

Project/Area Number 25380497
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Management
Research InstitutionFukushima University

Principal Investigator

Dong Yanwen  福島大学, 共生システム理工学類, 教授 (90292458)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsセル生産 / 人的要因 / 適性 / 実験研究 / 統計解析 / 数値解析
Outline of Final Research Achievements

As major studies on cell production have put their emphasis on technical factors, there is a singular absence of articles of investigating human factors’ impact on production cells. Here, we made a series of experimental studies to clarify the correlations between the productivity of production cells and various human factors such as workers’ finger dexterity, learning effect, endurance and interest etc. We also designed two questionnaires based on Job Characteristics Model, and Industrial and Organizational Psychology respectively to measure the workers’ aptitude. Part of the questionnaires has been statistically verified to be valid for measuring workers’ aptitude, but we have to make some efforts yet to deal with subjective or faking answers to the questionnaires.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (23 results)

All 2017 2016 2015 2014 2013

All Journal Article (9 results) (of which Peer Reviewed: 9 results,  Open Access: 4 results,  Acknowledgement Compliant: 5 results) Presentation (13 results) (of which Int'l Joint Research: 4 results) Book (1 results)

  • [Journal Article] A Principal Component Analysis Approach to Measure Contributions of Shinkin Banks to Regional Economies in Northeast Area of Japan2017

    • Author(s)
      Hideo Sato, Yanwen Dong and Vinod Kumar
    • Journal Title

      Innovation and Supply Chain Management

      Volume: 10 Pages: 1-13

    • NAID

      130005252772

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Definion and Its Validity Confirmation of Workers’ Aptitude Toward Assembly Tasks in Production Cells2017

    • Author(s)
      Yanwen Dong, Shinya Sato and Vinod Kumar
    • Journal Title

      Innovation and Supply Chain Management

      Volume: 10 Pages: 25-34

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Experimental Study and Statistical Analysis of Human Factors' Impact in Cell Production System2016

    • Author(s)
      Yanwen Dong and Xiying Hao
    • Journal Title

      Computational Management Science, State of the Art 2014 ( (Lecture Notes in Economics and Mathematical Systems)

      Volume: 682 Pages: 107-113

    • DOI

      10.1007/978-3-319-20430-7_14

    • ISBN
      9783319204291, 9783319204307
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] <b>An Ant Colony Optimization Method for Fuzzy Vehicle Routing Problem </b>2015

    • Author(s)
      Yanwen Dong, Xiying Hao and Shinya Sato
    • Journal Title

      Innovation and Supply Chain Management

      Volume: 9 Issue: 1 Pages: 17-24

    • DOI

      10.14327/iscm.9.17

    • NAID

      130005073630

    • ISSN
      2187-0969, 2187-8684
    • Related Report
      2015 Annual Research Report 2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] <b>Investigation of the Impact of Data Comparability on Performance of </b><b>Support Vector Machine Models for Credit Scoring </b>2015

    • Author(s)
      Yanwen Dong, Xiying Hao and Hideo Sato
    • Journal Title

      Innovation and Supply Chain Management

      Volume: 9 Issue: 1 Pages: 31-38

    • DOI

      10.14327/iscm.9.31

    • NAID

      130005073632

    • ISSN
      2187-0969, 2187-8684
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] An Experimental Study on Relationship between Classification Performance and Degree of Class Imbalance2014

    • Author(s)
      Xiying Hao, Yanwen Dong and Sen Wu
    • Journal Title

      INFORMATION

      Volume: 17 Pages: 2567-2582

    • NAID

      40022664167

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Comparison Study of MBA Education between China and Japan2014

    • Author(s)
      Yanwen Dong and Xiying Hao
    • Journal Title

      Industrial Engineering & Management Systems

      Volume: 13 Pages: 278-288

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Structural Equation Modelling of Human Factors and Their Impact On Productivity of Cellular Manufacturing2014

    • Author(s)
      Yanwen Dong, Harumi Haraguchi and Xiying Hao
    • Journal Title

      Innovation and Supply Chain Management

      Volume: 8 Pages: 1-8

    • NAID

      130005001847

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] An Experimental Study of Human Factors' Impact in Cellular Manufacturing and Production Line System2013

    • Author(s)
      Xiying Hao, Harumi Haraguchi and Yanwen Dong
    • Journal Title

      INFORMATION

      Volume: Vol.16, No.7(A) Pages: 4509-4526

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Workers’ Staying Power and its Impact on Productivity of Production Cells2016

    • Author(s)
      Yanwen Dong
    • Organizer
      The 7th International Conference on Engineering and Business Management (EBM 2016)
    • Place of Presentation
      Beijing, China
    • Year and Date
      2016-03-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Identifying Factors Reflecting Workers' Aptitude toward Assembly Tasks in Production Cells2016

    • Author(s)
      Yanwen Dong
    • Organizer
      The 3rd International Conference on Advances and Management Sciences (ICAMS 2016)
    • Place of Presentation
      Florence, Italy
    • Year and Date
      2016-02-03
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Validity of Workers' Aptitude Measures in Production Cells: A Statistical Analysis2015

    • Author(s)
      Shinya Sato and Yanwen Dong
    • Organizer
      The 2015 Asian Conference of Management Science and Applications (ACMSA2015)
    • Place of Presentation
      Dalian, China
    • Year and Date
      2015-09-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An Attempt and Issues to Measure Workers' Aptitude Toward Assembly Tasks in Production Cells2015

    • Author(s)
      Yanwen Dong, Xiying Hao, Shinya Sato and Vinod Kumar
    • Organizer
      The 5th IEEE International Conference on Logistics, Informatics and Service Sciences (LISS2015)
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      2015-07-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] セル生産における作業者の学習能力および集中力の影響解析2014

    • Author(s)
      伊藤 智也,董彦文
    • Organizer
      日本経営工学会平成26年度秋季研究大会
    • Place of Presentation
      広島大学東広島キャンパス
    • Year and Date
      2014-11-08 – 2014-11-09
    • Related Report
      2014 Research-status Report
  • [Presentation] An Experimental Study on Relationship between Operators’ aptitude and Operation Characteristics in Cell Production System2014

    • Author(s)
      Shinya Sato and Yanwen Dong
    • Organizer
      The 2nd International Work Shop on Production and Logistics
    • Place of Presentation
      Okinawa, Japan
    • Year and Date
      2014-11-01 – 2014-11-03
    • Related Report
      2014 Research-status Report
  • [Presentation] Experimental Study on the Impact of Human Factors in Cell Production System2014

    • Author(s)
      Yanwen Dong and Xiying Hao
    • Organizer
      The 12th International Conference on Industrial Management (ICIM2014)
    • Place of Presentation
      Chengdu, China
    • Year and Date
      2014-09-03 – 2014-09-05
    • Related Report
      2014 Research-status Report
  • [Presentation] Experimental Study and Statistical Analysis of Human Factors’ Impact in Cell Production System2014

    • Author(s)
      Yanwen Dong and Xiying Hao
    • Organizer
      The 11th International Conference on Computational Management Science (CMS2014)
    • Place of Presentation
      Lisbon, Portugal
    • Year and Date
      2014-05-29 – 2014-05-31
    • Related Report
      2014 Research-status Report 2013 Research-status Report
  • [Presentation] セル生産における人的要因の影響に関する共分散構造分析2014

    • Author(s)
      董 彦文,カク希穎
    • Organizer
      日本経営工学会平成26年度春季大会
    • Place of Presentation
      東京理科大学野田キャンパス
    • Year and Date
      2014-05-17 – 2014-05-18
    • Related Report
      2014 Research-status Report
  • [Presentation] The relationship between human factors and efficiency of cellular manufacturing: A statistical analysis2013

    • Author(s)
      Yanwen Dong, Xiying Hao
    • Organizer
      The 2013 Asian Conference of Management Science and Applications (ACMSA2013)
    • Place of Presentation
      Kunming, China
    • Related Report
      2013 Research-status Report
  • [Presentation] Experimental Learning of Production System Design and Learning Effect Analysis2013

    • Author(s)
      Yanwen Dong, Xiying Hao
    • Organizer
      2013 The international academic workshop on social science (IAW-SC 2013),
    • Place of Presentation
      Changsha, China
    • Related Report
      2013 Research-status Report
  • [Presentation] セル生産の作業効率と人的特性との関係性について2013

    • Author(s)
      矢野宏祐,董彦文
    • Organizer
      日本経営工学会平成25年度秋季研究大会
    • Place of Presentation
      日本工業大学
    • Related Report
      2013 Research-status Report
  • [Presentation] ジョブ特徴モデルに基づいたセル生産効率と人的要因との関連解析2013

    • Author(s)
      董彦文
    • Organizer
      日本経営工学会平成25年度秋季研究大会
    • Place of Presentation
      日本工業大学
    • Related Report
      2013 Research-status Report
  • [Book] 経営と信用リスクのデータ科学2015

    • Author(s)
      董 彦文(著),金 明哲(編集)
    • Total Pages
      245
    • Publisher
      共立出版
    • Related Report
      2015 Annual Research Report

URL: 

Published: 2014-07-25   Modified: 2019-07-29  

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