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Scoring Method Based on IRT Models with Auxiliary Information and Optimal Sequencing of Test Items for CAI

Research Project

Project/Area Number 01580275
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field 科学教育(含教育工学)
Research InstitutionTokyo Institute of Technology

Principal Investigator

SHIGEMASU Kazuo  Tokyo Institute of Technology, Faculty of Engineering, Professor, 工学部, 教授 (90091701)

Co-Investigator(Kenkyū-buntansha) MATSUDA Toshiki  Tokyo Institute of Technology, Faculty of Engineering, Associate, 工学部, 助手 (60173845)
FUJIMORI Susumu  Okayama University, Faculty of Education, Associate Professor, 教育学部, 助教授 (00173477)
Project Period (FY) 1989 – 1990
Project Status Completed (Fiscal Year 1990)
Budget Amount *help
¥1,600,000 (Direct Cost: ¥1,600,000)
Fiscal Year 1990: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 1989: ¥1,100,000 (Direct Cost: ¥1,100,000)
KeywordsMultiple Choice Test / Item Response Theory / Cognitive Process / CAI / Confidence Level / 制限時間
Research Abstract

Several new models in item Response Theory and methods for optimal sequencing of test items were proposed.
1. Dividing subjects' cognitive process into three kinds ; (a) full , knowledge, (b) partial knowledge and (c) ignorance, a new item response model was proposed and applied to Japanese vocabulary test.
2. Based on the above model, a statistical procedure was developed to classify masters and non-masters.
3. A new procedure for the optimal sequencing of test items was developed, which takes into account the item information amount and the subjects' mastery level.
4. Another new item response model which has two criterion variables, namely, correct/wrong response and "confident or not" response was proposed so that the items or subjects could be described by several aspects.
5. A new item response model with the time limit as auxiliary information was proposed.
6. All above models can be considered as latent variables models. Some Statistical problems common in these models were discussed.

Report

(3 results)
  • 1990 Annual Research Report   Final Research Report Summary
  • 1989 Annual Research Report
  • Research Products

    (10 results)

All Other

All Publications (10 results)

  • [Publications] 繁桝 算男・市川 雅教: "知識状態を反映した項目反応モデルの提案と母数の推定" 教育心理学研究. 38. 83-88 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 許 紅・繁桝 算男: "項目反応理論と教授内容の階層的構造表現による問題項目の提示順序の最適化" 日本教育工学雑誌. 14(2). 73-80 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 柳井 晴夫・繁桝 算男・前川 真一・市川 雅教: "因子分析ーその理論と方法ー" 朝倉書店, 264 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Kazuo Shigemasu and Masanori Ichikawa: "Development of New Item Response Theory with the Parameters Reflecting State of Knowledge" Japanese Journal of Educational Psychology. 38. 96-101 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Hong Xu and Kazuo Shigemasu: "Using Item Response Theory Hierarchical Representation of Instructional Objectives for Optimally Sequencing of Exercise Items" Japanese Journal of Educational Technology. 14(2). 73-80 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Haruo Yanai, Kazuo Shigemasu, Shin-ichi Mayekawa and Masanori Ichikawa: Asakura Shoten. Factor Analysis : Theory and Method., pp. 264 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 許紅、繁桝 算男: "項目反応理論と教授内容の階層的構造表現による問題項目の提示順序の最適化" 日本教育工学雑誌. 14[2]. 73-80 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 柳井 晴男、繁桝 算男、前川 真一、市川 雅教: "因子分析" 朝倉書店, (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 繁桝 算男: "潜在変数分析モデルと因子分析第1章(柳井、岩坪、石塚編)" 東京大学出版会, (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 繁桝算男,市川雅教: "知識状態を反映した項目反応モデルの提案と母数の推定" 教育心理学研究. 38. 83-88 (1990)

    • Related Report
      1989 Annual Research Report

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Published: 1989-04-01   Modified: 2016-04-21  

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