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Statistical analysis of an influenza infection system

Research Project

Project/Area Number 26330045
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Statistical science
Research InstitutionKyoto University (2016-2017)
Oita University (2014-2015)

Principal Investigator

Eshima Nobuooki  京都大学, 高大接続・入試センター, 特定教授 (20203630)

Co-Investigator(Kenkyū-buntansha) 徳丸 治  大分大学, 福祉健康科学部, 教授 (40360151)
Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywordsインフルエンザ / サーベイランスデータ / ワクチン接種 / 一般化線形モデル / パス分析 / ワクチン / サーベイランス / RSウイルス感染症 / 傾向性検定 / 感染症 / 感染の性年齢差 / 小児感染症 / 一般化線型モデル / パス解析 / 感染症流行モデル / 定点観測データ解析 / 競争方程式 / 微分方程式 / 差分方程式
Outline of Final Research Achievements

The present study has been made to analyze the influenza surveillance data in 1999/2000 to 2017/2018 influenza seasons in Japan and to develop a statistical method for analyzing causal relationships among variables. The influenza vaccine efficacy and effectiveness cannot be examined from reported influenza-like illness (ILI) patient and vaccine dose data; however, it is statistically concluded that reported ILI patient data have an increasing trend, despite a rigorously increasing practice of influenza vaccination in Japan. The result may come from the methods of vaccine administration and/or environments in Japan. In order to control the infection, it is concluded that the vaccine efficacy and effectiveness must be studied over flu seasons and also, we have to clarify the cause of the contradictory phenomenon shown in the ILI patient surveillance and flu vaccine data in Japan. A basic method of path analysis has been made in view of entropy.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (16 results)

All 2017 2016 2015 2014 2013 Other

All Journal Article (8 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 8 results,  Acknowledgement Compliant: 3 results,  Open Access: 1 results) Presentation (6 results) (of which Invited: 1 results) Remarks (2 results)

  • [Journal Article] Relative-importance assessment of explanatory variables in generalized linear models: an entropy-based approach2017

    • Author(s)
      Eshima, N, Borroni, CG & Tabata, M
    • Journal Title

      Statistics and Applications

      Volume: 14 Pages: 107-122

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Existence and uniqueness of solutions to the wage equation of Dixit-Stiglitz-Krugman model with no restriction on transport costs2017

    • Author(s)
      Tabata, M & Eshima, N
    • Journal Title

      Discrete Dynamics in Nature and Society

      Volume: 2017

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Oral mycobiome in community-dwelling elderly and its relation to oral and general health conditions2017

    • Author(s)
      Zakaria MN, Furuta M, Takeshita T, Shibata Y, Sundari R, Eshima N, Ninomiya T, Yamashita Y
    • Journal Title

      Oral Dis

      Volume: 23 Issue: 7 Pages: 973-982

    • DOI

      10.1111/odi.12682

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Tooth loss, swallowing dysfunction and mortality in Japanese older adults receiving home care services2017

    • Author(s)
      Furuta, M., Takeuchi, K., Adachi, M., Kinoshita, T., Eshima, N., Akifusa, S., Kikutani, T., Yamashita, Y.
    • Journal Title

      Geriatrics & Gerontology International

      Volume: - Issue: 6 Pages: 873-880

    • DOI

      10.1111/ggi.13271

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] データから見える子どもの感染症の性差と研究の展開2016

    • Author(s)
      江島伸興
    • Journal Title

      小児科臨床

      Volume: 69 Pages: 1343-1351

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] An entropy-based approach to path analysis of structural generalized linear models: a basic idea2015

    • Author(s)
      Nobuoki, Eshima, Minoru Tabata, Claudio Giovanni Borroni, Yutaka Kano,
    • Journal Title

      Entropy

      Volume: 17 Issue: 7 Pages: 5117-5132

    • DOI

      10.3390/e17075117

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Relationship between increases in BMI and changes in periodontal status: a prospective cohort study2015

    • Author(s)
      Ekuni D, Mizutani S, Kojima A, Tomofuji T, Irie K, Azuma T, Yoneda T, Furuta M, Eshima N, Iwasaki Y, Morita M
    • Journal Title

      Journal of Clinical Peridontology,

      Volume: 41 Issue: 8 Pages: 772-778

    • DOI

      10.1111/jcpe.12273

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Gender differences in the association between metabolic syndrome and periodontal disease: the Hisayama Study.2013

    • Author(s)
      Furuta M, Shimazaki Y, Takeshita T, Shibata Y, Akifusa S, Eshima N, Kiyohara Y, Ninomiya T, Hirakawa Y, Mukai N, Nagata M, Yamashita Y.
    • Journal Title

      J Clin Periodontol

      Volume: 40 Issue: 8 Pages: 743-752

    • DOI

      10.1111/jcpe.12119

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Presentation] 因子分析における因子寄与評価2017

    • Author(s)
      江島伸興
    • Organizer
      日本計算機統計学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] データから見える子どもの感染症の性差と研究の展開2016

    • Author(s)
      江島伸興
    • Organizer
      第15回久留米大学バイオ統計学フォーラム
    • Place of Presentation
      JR博多シティ大会議室
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] 日本における水痘予防接種効果について2015

    • Author(s)
      土居麻友美、江島伸興、是松聖吾
    • Organizer
      日本行動計量学会
    • Place of Presentation
      首都大学東京(東京都八王子市)
    • Year and Date
      2015-09-01
    • Related Report
      2015 Research-status Report
  • [Presentation] Measuring the Effects of Factors in Generalized Linear Models2014

    • Author(s)
      Eshima, N, Tabata, M, Claudio, B
    • Organizer
      International Statistical Institute Regional Statistics Conference 2014
    • Place of Presentation
      Sasana Kijang(Kuala Lumpur, Malasia)
    • Year and Date
      2014-11-16 – 2014-11-19
    • Related Report
      2014 Research-status Report
  • [Presentation] 一般化線形モデルにおける説明変数の貢献度評価法2014

    • Author(s)
      江島伸興、田畑稔
    • Organizer
      日本行動計量学会
    • Place of Presentation
      東北大学(宮城県、仙台市)
    • Year and Date
      2014-09-02 – 2014-09-05
    • Related Report
      2014 Research-status Report
  • [Presentation] 献血データを用いたHTLV-1性感染率の推定:新しい数理モデルによる統計解析2014

    • Author(s)
      江島伸興、田畑稔
    • Organizer
      日本HTLV-1学会
    • Place of Presentation
      東京大学医科学研究所(東京都、港区)
    • Year and Date
      2014-08-29 – 2014-08-30
    • Related Report
      2014 Research-status Report
  • [Remarks] 大分大学医学部 数学・統計学講座

    • URL

      http://www.med.oita-u.ac.jp/IS/eshimahome.htm

    • Related Report
      2014 Research-status Report
  • [Remarks] ResearchGate Nobuoki Eshima

    • URL

      https://www.researchgate.net/profile/Nobuoki_Eshima?ev=hdr_xprf

    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2019-03-29  

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