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Establishing Statistical Precision Evaluation Methodology of Measurement Methods for Qualitative Data

Research Project

Project/Area Number 15K01207
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

Suzuki Tomomichi  東京理科大学, 理工学部経営工学科, 教授 (50251369)

Co-Investigator(Kenkyū-buntansha) 佐野 夏樹  東京情報大学, 総合情報学部, 准教授 (60568971)
Project Period (FY) 2015-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2019: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2018: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2017: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords質的データ / 精確さ / 精度 / 測定精度 / 二値データ / 順序カテゴリカルデータ / ISO 5725 / ISO5725
Outline of Final Research Achievements

The research progressed through participating in many international conferences and making presentations, as well as attending ISO/TC 69/SC 6 (Application of Statistical Methods) plenary meetings every year. In the course, a lot of discussion with researchers and experts abroad lead to deeper understanding of the relevant techniques and effective investigation of the quantitative methods. Wide variety of methods were discussed and proposed, especially for the binary cases. Methods to analyze ordinal categorical data were also proposed.
The outcome can be applied in many fields of application, and some of them are already discussed in ISO drafts.

Academic Significance and Societal Importance of the Research Achievements

学術的意義は国内外の既存の多くの方法の特徴を明らかにしたことである.データの形式は二値データや分類データという,シンプルであるものの,測定精度の観点からは,確立した方法が存在していなかった.今回の研究成果により,質的データの測定精度に関して,今後につながる多くの手法や考え方を提案できたと判断できる.
社会的意義は,世の中に数多くある,質的データの測定について,その測定の良し悪しを評価できるような,科学的な根拠を明らかにしたことである.今後は,ISOをはじめとする国内外の規格の開発や発行を通じて,実社会での適用に繋げることが期待される.

Report

(6 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (18 results)

All 2020 2019 2018 2017 2016 2015

All Journal Article (12 results) (of which Peer Reviewed: 8 results,  Open Access: 2 results) Presentation (6 results) (of which Int'l Joint Research: 5 results)

  • [Journal Article] <b>Prediction of Influenza Outbreaks Using Pharmacy Sales Data</b>2020

    • Author(s)
      Sunamura Yoshikazu, Lu Xiao-Nan, Hayashi Yuzuru, Saito Mitsuo, Suzuki Tomomichi
    • Journal Title

      Total Quality Science

      Volume: 5 Issue: 3 Pages: 111-121

    • DOI

      10.17929/tqs.5.111

    • NAID

      130007806093

    • ISSN
      2189-3195
    • Year and Date
      2020-03-05
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] <b>Evaluation of the accuracy of ordinal classifications</b><b> using item response theory</b>2018

    • Author(s)
      Ogawa Mayu、Tanaka Mirai、Lu Xiao-Nan、Suzuki Tomomichi
    • Journal Title

      Total Quality Science

      Volume: 4 Issue: 1 Pages: 22-33

    • DOI

      10.17929/tqs.4.22

    • NAID

      130007496219

    • ISSN
      2189-3195
    • Year and Date
      2018-08-31
    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Application of ISO 5725 to evaluate measurement precision of distribution within the lung after intratracheal administration2018

    • Author(s)
      Jun-ichi Takeshita, Junya Ono, Tomomichi Suzuki, Hirokazu Kano, Yutaka Oshima, Yasuo Morimoto, Hiroshi Takehara, Takamasa Numano, Katsuhide Fujita, Naohide Shinohara, Kazuhiro Yamamoto, Kazumasa Honda, Shoji Fukushima, and Masashi Gamo
    • Journal Title

      Advanced Mathematical and Computational Tools in Metrology and Testing XI

      Volume: 11 Pages: 357-364

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] ISO/TC 69(統計的方法の適用)ベルリン会議報告2018

    • Author(s)
      尾島善一,鈴木知道,安井清一,佐藤彰洋,仁科 健,遠藤智之,石山一雄,椿 広計
    • Journal Title

      標準化と品質管理

      Volume: 71 Pages: 29-33

    • Related Report
      2018 Research-status Report
  • [Journal Article] Evaluation of accuracy of ordinal classifications using item reponse theory2017

    • Author(s)
      M. Ogawa, M. Tanaka and T. Suzuki
    • Journal Title

      Proceedings of ANQ Congress 2017 Kathmandu

      Volume: 15

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] ISO/TC69(統計的方法の適用)ケープタウン総会報告2017

    • Author(s)
      尾島善一,鈴木知道,安井清一,佐藤彰洋,仁科 健,遠藤智之,石山一雄,小池昌義
    • Journal Title

      標準化と品質管理

      Volume: 70 Pages: 17-21

    • Related Report
      2017 Research-status Report
  • [Journal Article] Integrating statistical and machine learning approaches in improving inspection process2016

    • Author(s)
      Tomomichi Suzuki, Tatsuya Iwasawa, Kenta Yoshida, Natsuki Sano, and Mirai Tanaka
    • Journal Title

      Proceedings of XIIth International Workshop on Intelligent Statistical Quality Control 2016

      Volume: 12 Pages: 251-259

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] A study on the measurement precision of the binary data2016

    • Author(s)
      Y. Li, N. Sano, M. Tanaka, and T. Suzuki
    • Journal Title

      Proceedings of the 14th Congress of the Asian Network for Quality

      Volume: 14

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] ISO/TC69(統計的方法の適用)ロンドン総会報告2016

    • Author(s)
      尾島善一,鈴木知道,安井清一,佐藤彰洋,仁科 健,遠藤智之,石山一雄,小池昌義
    • Journal Title

      標準化と品質管理

      Volume: 69 Pages: 20-24

    • Related Report
      2016 Research-status Report
  • [Journal Article] Precision Evaluation for Non-quantitative Measurements2015

    • Author(s)
      Tomomichi Suzuki, Akimasa Katakura, Rei Miyazawa, Natsuki Sano
    • Journal Title

      Proc. XXI IMEKO World Congress

      Volume: 21

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Clarification of the Relationship between the State of Elderly and Provided Care to Assist Designing Care Plans2015

    • Author(s)
      Wataru Hasegawa, Natsuki Sano and Tomomichi Suzuki
    • Journal Title

      Proc. Asian Network for Quality Congress 2015

      Volume: 13

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] ISO/TC69(統計的方法の適用)大連総会報告2015

    • Author(s)
      尾島善一,鈴木知道,仁科 健,加藤洋一,安井清一,石山一雄,小池昌義
    • Journal Title

      標準化と品質管理

      Volume: 68 Pages: 24-28

    • Related Report
      2015 Research-status Report
  • [Presentation] Detection of Outliers Included in Pharmacy Sales Data2019

    • Author(s)
      Yoshikazu Sunamura, Xiao-Nan Lu, Tomomichi Suzuki
    • Organizer
      17th Asian Network for Quality Congress 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation of measurement precision with robust statistical methods considering outliers2019

    • Author(s)
      Shunsuke Tanigaki, Xiao-Nan Lu, Tomomichi Suzuki
    • Organizer
      17th Asian Network for Quality Congress 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Designing a measurement precision experiment considering distribution of estimated precision measures2018

    • Author(s)
      Tomomichi Suzuki, Jun-ichi Takeshita, Junya Ono, Xiao-Nan Lu
    • Organizer
      XXII IMEKO World Congress
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Estimations of ability from exam scores using rating systems2018

    • Author(s)
      Takaya Yamauchi, Xiao-Nan Lu, Tomomichi Suzuki
    • Organizer
      16th Asian Network for Quality Congress 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Application of ISO 5725 to evaluate measurement precision of distribution within the lung after intratracheal administration2017

    • Author(s)
      Jun-ichi Takeshita, Tomomichi Suzuki, Hirokazu Kano, Yutaka Oshima, Yasuo Morimoto, Hiroshi Takehara, Takamasa Numano, Katsuhide Fujita, Naohide Shinohara, Kazuhiro Yamamoto, Kazumasa Honda, Shoji Fukushima, and Masashi Gamo
    • Organizer
      Advanced Mathematical and Computational Tools in Metrology and Testing XI (AMCTM2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 質的データの測定精度評価に関する研究2015

    • Author(s)
      鈴木知道,佐野夏樹,片倉彰優,宮沢麗
    • Organizer
      (一社)日本品質管理学会第107回研究発表会
    • Place of Presentation
      日本科学技術連盟(東京)
    • Year and Date
      2015-05-30
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2021-02-19  

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