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Competing risks analysis for misclassified outcomes

Research Project

Project/Area Number 25330041
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Statistical science
Research InstitutionJichi Medical University

Principal Investigator

Mieno Makiko  自治医科大学, 医学部, 准教授 (60464707)

Co-Investigator(Kenkyū-buntansha) TANAKA Noriko  国立国際医療研究センター, 臨床研究センター医療情報解析研究部, 医学統計研究室長 (10376460)
ARAI Tomio  東京都健康長寿医療センター, 東京都健康長寿医療センター研究所, 病理診断科部長 (20232019)
SAWABE Motoji  東京医科歯科大学, 大学院保健衛生学研究科, 教授 (30196331)
ISHIKAWA Shizukiyo  自治医科大学, 医学教育センター, 教授 (70306140)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywordsアウトカム / 誤分類 / 死因 / 死亡診断書 / 病理解剖 / リスク推定 / アウトカム誤分類 / 生存時間解析 / 競合リスク / 病理診断
Outline of Final Research Achievements

We evaluated the accuracy for major underlying cause of deaths (cancer, heart disease, and pneumonia) reported on death certificates compared with a reference standard of pathologist assessment based on autopsy data and clinical records. The concordance rate for cancer was relatively high (81%), but low for pneumonia (9%). Researchers should be aware of the accuracy of the cause of death data from death certificates used as research resources, especially for cases of elderly patients with pneumonia. We performed the sensitivity analysis and attempted the extension of multinomial logistic regression analysis for misclassified competing outcomes.

Report

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

    (13 results)

All 2016 2015 2014 2013

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (12 results) (of which Int'l Joint Research: 4 results)

  • [Journal Article] Accuracy of Death Certificates and Assessment of Factors for Misclassification of Underlying Cause of Death2016

    • Author(s)
      Makiko Naka Mieno, Noriko Tanaka, Tomio Arai, Takuya Kawahara, Aya Kuchiba, Shizukiyo Ishikawa, Motoji Sawabe
    • Journal Title

      Journal of Epidemiology

      Volume: 26 Issue: 4 Pages: 191-198

    • DOI

      10.2188/jea.JE20150010

    • NAID

      130005143922

    • ISSN
      0917-5040, 1349-9092
    • URL

      https://pure.teikyo.jp/en/publications/f5df704d-ac37-4b62-a52b-6d69831f6b21

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Sensitivity analysis for the misclassification of competing outcomes in a cohort study in Japan2015

    • Author(s)
      Mieno MN, Tanaka N, Sawabe M, Arai T, Ishikawa S.
    • Organizer
      East Asia Regional Biometrics Conference (EAR-BC2015)
    • Place of Presentation
      九州大学(福岡市)
    • Year and Date
      2015-12-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] アウトカムに誤分類があるときのリスク推定方法の検討(第3報)2015

    • Author(s)
      三重野牧子
    • Organizer
      国立国際医療研究センター生物統計セミナー
    • Place of Presentation
      国立国際医療研究センター
    • Year and Date
      2015-10-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] Adjustments for outcome misclassification in multinomial logistic regression: application to a cause specific mortality data2015

    • Author(s)
      Tanaka N, Mieno MN.
    • Organizer
      International Society for Clinical Biostatistics (ISCB2015)
    • Place of Presentation
      ユトレヒト大学(オランダ)
    • Year and Date
      2015-08-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Status and outcome of preemptive kidney transplantation in Japan.2015

    • Author(s)
      Mieno MN, Yagisawa T, Yuzawa K, Takahara S, Yoshimura N.
    • Organizer
      Congress of the Asian Society of Transplantation (CAST2015)
    • Place of Presentation
      Suntec Singapore Convention and Exhibition Centre (Singapore)
    • Year and Date
      2015-08-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Outcomes of kidney transplantation in patients with diabetic nephropathy in Japan.2015

    • Author(s)
      Mieno MN, Yagisawa T, Yuzawa K, Takahara S, Yoshimura N.
    • Organizer
      Congress of the Asian Society of Transplantation (CAST2015)
    • Place of Presentation
      Suntec Singapore Convention and Exhibition Centre (Singapore)
    • Year and Date
      2015-08-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] アウトカムに誤分類があるときのリスク推定方法の検討(第2報)2014

    • Author(s)
      三重野牧子
    • Organizer
      国立国際医療研究センター生物統計セミナー
    • Place of Presentation
      国立国際医療研究センター
    • Year and Date
      2014-09-25
    • Related Report
      2014 Research-status Report
  • [Presentation] Sensitivity analysis for the misclassification of competing outcomes in a cohort study in Japan.2014

    • Author(s)
      Mieno MN, Tanaka N, Sawabe M, Arai T, Ishikawa S.
    • Organizer
      第13回自治医科大学シンポジウム
    • Place of Presentation
      自治医科大学
    • Year and Date
      2014-09-05
    • Related Report
      2014 Research-status Report
  • [Presentation] Sensitivity analysis for the misclassification of competing outcomes in a cohort study in Japan.2014

    • Author(s)
      Mieno MN, Tanaka N, Sawabe M, Arai T, Ishikawa S.
    • Organizer
      International Society for Clinical Biostatistics (ISCB2014)
    • Place of Presentation
      Vienna, Austria
    • Year and Date
      2014-08-23 – 2014-08-28
    • Related Report
      2014 Research-status Report
  • [Presentation] Filtering samples based on beta-mixture model for DNA methylation data quantified by bisulphite microarrays.2014

    • Author(s)
      Tanaka N, Kurosawa T, Inaba Y, Toyo-oka L, Yoshida L, Kawasaki Y.
    • Organizer
      International Biometric Conference (IBC2014)
    • Place of Presentation
      Florence, Italy
    • Year and Date
      2014-07-06 – 2014-07-11
    • Related Report
      2014 Research-status Report
  • [Presentation] 競合リスク解析におけるアウトカム誤分類の推定値への影響に関する研究2014

    • Author(s)
      三重野牧子,田中紀子,沢辺元司,新井冨生,石川鎮清
    • Organizer
      第24回日本疫学会
    • Place of Presentation
      日立システムズホール仙台
    • Related Report
      2013 Research-status Report
  • [Presentation] 全身連続剖検データを用いた死亡票からの死因の測定誤差に関する研究2014

    • Author(s)
      田中紀子,三重野牧子,新井冨生,沢辺元司
    • Organizer
      第24回日本疫学会
    • Place of Presentation
      日立システムズホール仙台
    • Related Report
      2013 Research-status Report
  • [Presentation] アウトカムに誤分類があるときのリスク推定方法の検討(第1報)2013

    • Author(s)
      三重野牧子
    • Organizer
      国立国際医療研究センター生物統計セミナー
    • Place of Presentation
      国立国際医療研究センター
    • Related Report
      2013 Research-status Report

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

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