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System development for educational test data analysis

Research Project

Project/Area Number 22700303
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Statistical science
Research InstitutionThe National Center for University Entrance Examinations

Principal Investigator

OKUBO Tomoya  独立行政法人大学入試センター, 研究開発部, 助教 (80512136)

Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2011: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords行動計量分析 / 項目反応理論 / IRT / CBT / Item Response Theory
Research Abstract

In this research, the system for educational testing data was developed. The developed system enables us to estimate parameters of various types of items based on Item Response Theory which is widely used in psychology and educational psychology. In this research, 1. The parameter estimation programme for Item Response Theory was developed. 2. Multivariate-beta distribution was formulated, and the finite fixture distribution of the distribution was also proposed, which covers entire range of the multivariate testing scores. 3. The Computer-based Testing system has been developed, which shows items to respondents via WEB server, and stores responses of the respondents.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (19 results)

All 2012 2011 2010

All Journal Article (3 results) (of which Peer Reviewed: 1 results) Presentation (14 results) Book (2 results)

  • [Journal Article] Computer-based testing at ACT2012

    • Author(s)
      Okubo, T.
    • Journal Title

      DNC research note

    • Related Report
      2012 Final Research Report
  • [Journal Article] Modeling forapplying mixed-multivariate beta distribution to discrete score distribution2011

    • Author(s)
      Okubo, T., & Mayekawa, S.
    • Journal Title

      DNC research note

    • Related Report
      2012 Final Research Report
  • [Journal Article] Development and validation of a 15-item Japanese Health Knowledge Test2010

    • Author(s)
      Tokuda, Y., Okubo, T., Yanai H., Doba, N., et. al.
    • Journal Title

      Journal of Epidemiology

      Volume: 20(4) Pages: 319-328

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] Some extensions of a test data analysis platform based on Multi-dimensional Item Response Theory2012

    • Author(s)
      Okubo, T.
    • Organizer
      20^<th> International Conference on Computational Statistics (COMPSTAT 2012)
    • Place of Presentation
      Cyprus
    • Related Report
      2012 Final Research Report
  • [Presentation] Applying mixed-multivariate beta distribution to item response theory2012

    • Author(s)
      Okubo, T.
    • Organizer
      The 77^<th> Annual Meeting of the Psychometric Society
    • Place of Presentation
      Nebraska
    • Related Report
      2012 Final Research Report
  • [Presentation] Fitting mixed multi-dimensional beta distribution to scored data2012

    • Author(s)
      Okubo, T., & Mayekawa, S.
    • Organizer
      The 76^<th> Annual Meeting of the Psychometric Society
    • Place of Presentation
      Hong Kong
    • Related Report
      2012 Final Research Report
  • [Presentation] Some extensions of a test data analysis platform based on Multi-dimensional Item Response Theory.2012

    • Author(s)
      Okubo, T.
    • Organizer
      The 20th International Conference on Computational Statistics.
    • Place of Presentation
      Cyprus
    • Related Report
      2012 Annual Research Report
  • [Presentation] Applying mixed-multivariate beta models and log-linear models to discrete test score distributions2011

    • Author(s)
      Okubo, T., Mayekawa, S.
    • Organizer
      The International Conference of the ERCIM WG on computing & statistics
    • Place of Presentation
      London
    • Year and Date
      2011-12-17
    • Related Report
      2011 Annual Research Report
  • [Presentation] Development of a web-based integrated platform for test analysis2011

    • Author(s)
      Okubo, T., Hiramura, T., Mayekawa, S.
    • Organizer
      The 58th World Statistics Congress of the International Statistical Institute
    • Place of Presentation
      Dublin
    • Year and Date
      2011-08-22
    • Related Report
      2011 Annual Research Report
  • [Presentation] Fitting mixed multi-dimensional beta distribution to scored data2011

    • Author(s)
      Okubo, T., Mayekawa, S.
    • Organizer
      The 76th Annual Meeting of the Psychometric Society
    • Place of Presentation
      Hong Kong
    • Year and Date
      2011-07-19
    • Related Report
      2011 Annual Research Report
  • [Presentation] Development of a web-based integrated platform for test analysis2011

    • Author(s)
      Okubo, T., Hiramura, T., & Mayekawa, S.
    • Organizer
      The 58^<th> World Statistics Congress of the International Statistical Institute
    • Place of Presentation
      Dublin
    • Related Report
      2012 Final Research Report
  • [Presentation] R-based programme for integrated models in item response theory2011

    • Author(s)
      Okubo, T., & Mayekawa, S.
    • Organizer
      International Conference on Mathematics & Statistics 2011
    • Place of Presentation
      Athens
    • Related Report
      2012 Final Research Report 2011 Annual Research Report
  • [Presentation] Applying mixed-multivariate beta models and log-linear models to discrete test score distributions2011

    • Author(s)
      Okubo, T., & Mayekawa, S.
    • Organizer
      The 4^<th> International Conference of the ERCIM WG on computing & statistics
    • Place of Presentation
      London
    • Related Report
      2012 Final Research Report
  • [Presentation] Development of Web-based integrated test analysis platform2011

    • Author(s)
      Hiramura, T, Okubo, T., &Mayekawa, S.
    • Organizer
      Computational Statistics 2010
    • Place of Presentation
      Paris
    • Related Report
      2012 Final Research Report
  • [Presentation] A Bayesian solution for a mixed vector model2010

    • Author(s)
      Okubo, T., Okada, K., & Mayekawa, S.
    • Organizer
      The 75^<th> Annual Meeting of the Psychometric Society
    • Place of Presentation
      Georgia
    • Related Report
      2012 Final Research Report
  • [Presentation] The international comparative Study of Relationship between activities other than school lessons and mathematics achievement: Using R-based programme for nominal categories model2010

    • Author(s)
      Murata, I., Okubo, T., & Muta, H.
    • Organizer
      International Congress of Applied Psychology 2010
    • Place of Presentation
      Melbourne
    • Related Report
      2012 Final Research Report
  • [Presentation] Development of a web-based integrated platform for test analysis2010

    • Author(s)
      Hiramura, S. Okubo, T., Mayekawa, S.
    • Organizer
      Computational Statistics 2010
    • Place of Presentation
      Paris
    • Related Report
      2010 Annual Research Report
  • [Book] テストの標準誤差.統計応用の百科事典2011

    • Author(s)
      大久保智哉
    • Publisher
      丸善出版(松原望(編))
    • Related Report
      2012 Final Research Report
  • [Book] ベイズ分析におけるP値とその他の証拠の指標の役割.ベイズ統計分析ハンドブック2011

    • Author(s)
      大久保智哉
    • Publisher
      朝倉書店
    • Related Report
      2012 Final Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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