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Empirical study on Pareto efficiency related to industry, medical care and insurance in anti-cancer drug treatment

Research Project

Project/Area Number 20K20769
Research Category

Grant-in-Aid for Challenging Research (Exploratory)

Allocation TypeMulti-year Fund
Review Section Medium-sized Section 7:Economics, business administration, and related fields
Research InstitutionRitsumeikan University

Principal Investigator

Kota Kodama  立命館大学, テクノロジー・マネジメント研究科, 准教授 (90419424)

Co-Investigator(Kenkyū-buntansha) 仙石 愼太郎  東京工業大学, 環境・社会理工学院, 教授 (00401224)
伊藤 陽一  統計数理研究所, データ科学研究系, 教授 (10334236)
城野 博史  熊本大学, 病院, 准教授 (40515483)
Project Period (FY) 2020-07-30 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥6,370,000 (Direct Cost: ¥4,900,000、Indirect Cost: ¥1,470,000)
Fiscal Year 2021: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2020: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
KeywordsHTA / イノベーション / ヘルスケアビジネス / パレート最適 / 免疫チェックポイント阻害剤 / モバイルヘルス / MSK-IMPACT / 持続可能性 / 医療経済学 / 抗がん剤 / 費用対効果 / パレート効率性
Outline of Research at the Start

新たなデータ・ドリブンな医療産業・保険制度・QOLモデルを提示することにより、各ステークホルダーにとってパレート最適ながん治療のあり方を考察するため、NDBデータを用いたマクロ解析、臨床試験結果データを用いたメゾ(中間的)解析、特定の医療機関で収集したデータを用いたミクロ解析の3層について、製薬産業を中心とする関連産業、保険者や関連政府機関、医療費の一部を負担しその恩恵をうける患者・医療者等の顧客の各ステークホルダー別のマトリックスデータを構築する。結果を組み合わせた上で、経済学・経営学的な考察を行う。

Outline of Final Research Achievements

As a research achievement of the peer-review paper, I could publish Sustainability [2020, IF: 3.251] 3 reports, JPM [2021, IF: 4.945], regarding the analysis (meso) of the cost-effectiveness of treatment predicted from the clinical trial results of each cancer type.
In addition, I could publish Drug Discovery Today [2020, IF: 7.321], Cancers [2021, IF: 6.639] regarding the comparison (micro) of pretreatment and posttreatment labor productivity by treatment technology of anticancer drug treatment in medical institutions.

Academic Significance and Societal Importance of the Research Achievements

研究成果の中でもCancers[2021, IF:6.639]において、米国FDAの支援によって構築されたMSK-IMPACTやFoundationOne CDxといった公的プラットホームが、米国の抗がん剤開発や治療にイノベーションを促進したことを明らかにした。この他にも、医療産業や保険制度に関わる分析は着実に蓄積されつつある。

Report

(3 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Research-status Report
  • Research Products

    (42 results)

All 2022 2021 2020 Other

All Int'l Joint Research (3 results) Journal Article (23 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 23 results,  Open Access: 23 results) Presentation (12 results) (of which Int'l Joint Research: 6 results,  Invited: 6 results) Book (2 results) Remarks (2 results)

  • [Int'l Joint Research] EHESS/Sorbonne Paris Nord(フランス)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] 延世大学校(韓国)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] ハルピン工業大学(中国)

    • Related Report
      2021 Annual Research Report
  • [Journal Article] Exploring the Shift in International Trends in Mobile Health Research: A Bibliometric Analysis from 2000 to 2020,2021

    • Author(s)
      Jianfei Cao, Yeongjoo Lim., Shintaro Sengoku., Xitong Guo, Kota Kodama
    • Journal Title

      JMIR mHealth and uHealth,

      Volume: 9(9) Issue: 9 Pages: e31097-e31097

    • DOI

      10.2196/31097

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Psychological Effects of Heart Rate and Physical Vibration on the Operation of Construction Machine: An Experimental Study,2021

    • Author(s)
      Nobuki Hashiguchi*, Jianfei Cao, Yeongjoo Lim, Shinichi Kuroishi, Yasuhiro Miyazaki, Shigeo Kitahara, Shintaro Sengoku, Katsushi Matsubayashi, ☆Kota Kodama*, *equally contributed,
    • Journal Title

      JMIR mHealth and uHealth,

      Volume: 9(9) Issue: 9 Pages: e31637-e31637

    • DOI

      10.2196/31637

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Superiority of mild interventions against COVID-19 on public health and economic measures,2021

    • Author(s)
      M Niwa, Y Hara, Y Matsuo, H Narita, L Yeongjoo, S Sengoku, ☆K Kodama,
    • Journal Title

      Journal of Personalized Medicine,

      Volume: 11(8) Issue: 8 Pages: 719-719

    • DOI

      10.3390/jpm11080719

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dynamic Collaborations for the Development of Immune Checkpoint Blockade Agents,2021

    • Author(s)
      Arisa Djurian, Tomohiro Makino, Yeongjoo Lim, Shintaro Sengoku and ☆Kota Kodama,
    • Journal Title

      Journal of Personalized Medicine,

      Volume: 11(6) Issue: 6 Pages: 460-460

    • DOI

      10.3390/jpm11060460

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Age-dependent influence of intrinsic and extrinsic motivations on construction worker performance2021

    • Author(s)
      Hashiguchi N, Sengoku S, Kubota Y, Kitahara S, Lim Y
    • Journal Title

      Int. J. Environ. Res. Public Health

      Volume: 18(1) Issue: 1 Pages: 111-111

    • DOI

      10.3390/ijerph18010111

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Regulations, Open Data and Healthcare Innovation: A Case of MSK-IMPACT and Its Implications for Better Cancer Care2021

    • Author(s)
      Takaharu Jibiki, Hayato Nishimura, ☆Shintaro Sengoku and Kota Kodama
    • Journal Title

      Cancers

      Volume: Jul 9;13(14) Issue: 14 Pages: 3448-3448

    • DOI

      10.3390/cancers13143448

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Drug Discovery Firms and Business Alliances for Sustainable Innovation2021

    • Author(s)
      Harada Y, Wang H, Kodama K, Sengoku S
    • Journal Title

      Sustainability

      Volume: 13(7) Issue: 7 Pages: 3599-3599

    • DOI

      10.3390/su13073599

    • Related Report
      2021 Annual Research Report 2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Characteristics and Classification of Technology Sector Companies in Digital Health for Diabetes2021

    • Author(s)
      Kikuchi S, Kodama K, ☆Sengoku S
    • Journal Title

      Sustainability

      Volume: 13(9) Issue: 9 Pages: 4839-4839

    • DOI

      10.3390/su13094839

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Smartphone Addiction and Life Satisfaction: Mediating Effects of Sleep Quality and Self-Health2021

    • Author(s)
      Cao J, Lim Y, ☆Kodama K
    • Journal Title

      Global Journal of Health Science

      Volume: 13(3) Issue: 3 Pages: 1-8

    • DOI

      10.5539/gjhs.v13n3p8

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Research on pharmaceutical product life cycle patterns for sustainable growth2020

    • Author(s)
      Fumio Teramae, Tomohiro Makino, Yeongjoo Lim, Shintaro Sengoku, Takashi Natori and ☆Kota Kodama
    • Journal Title

      Sustainability

      Volume: 12(21) Issue: 21 Pages: 8938-8938

    • DOI

      10.3390/su12218938

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effectiveness of social measures against COVID-19 outbreaks in selected Japanese regions analyzed by system dynamic modeling2020

    • Author(s)
      Makoto Niwa, Yasushi Hara, Shintaro Sengoku and Kota Kodama
    • Journal Title

      Int. J. Environ. Res. Public Health

      Volume: 17(17) Issue: 17 Pages: 6238-6238

    • DOI

      10.3390/ijerph17176238

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Trends of Business-to-Business Transactions to Develop Innovative Cancer Drugs2020

    • Author(s)
      Arisa Djurian, Tomohiro Makino, Yeongjoo Lim, Shintaro Sengoku and Kota Kodama
    • Journal Title

      Sustainability

      Volume: 12(14) Issue: 14 Pages: 5535-5535

    • DOI

      10.3390/su12145535

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Practical Judgment of Workload Based on Physical Activity, Work Conditions, and Worker’s Age in Construction Site2020

    • Author(s)
      Hashiguchi Nobuki、Kodama Kota、Lim Yeongjoo、Che Chang、Kuroishi Shinichi、Miyazaki Yasuhiro、Kobayashi Taizo、Kitahara Shigeo、Tateyama Kazuyoshi
    • Journal Title

      Sensors

      Volume: 20(13) Issue: 13 Pages: 3786-3786

    • DOI

      10.3390/s20133786

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Impact of Research and Development Strategy on Sustainable Growth in Multinational Pharmaceutical Companies2020

    • Author(s)
      Fumio Teramae, Tomohiro Makino,Yeongjoo Lim, Shintaro Sengoku and ☆Kota Kodama
    • Journal Title

      Sustainability

      Volume: 12(13) Issue: 13 Pages: 5358-5358

    • DOI

      10.3390/su12135358

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Corporate Characteristics and Adoption of Good Manufacturing Practice for Dietary Supplements in Japan2020

    • Author(s)
      Keigo Sato, Kota Kodama and Shintaro Sengoku
    • Journal Title

      Int. J. Environ. Res. Public Health

      Volume: 17(13) Issue: 13 Pages: 4748-4748

    • DOI

      10.3390/ijerph17134748

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Exploring factors affecting the acceptance of genetically edited food among youth in Japan2020

    • Author(s)
      Mohamed Farid, Jianfei Cao, Yeongjoo Lim, Teruyo Arato and ☆Kota Kodama
    • Journal Title

      International Journal of Environmental Research and Public Health

      Volume: 17(8) Issue: 8 Pages: 2935-2935

    • DOI

      10.3390/ijerph17082935

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Trends of high throughput methods from literature survey ? innovation dynamics and globalization2020

    • Author(s)
      Makoto Niwa, Jianfei CAO, Kota Kodama
    • Journal Title

      Bioanalysis

      Volume: in press Pages: 0-0

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Exploring factors affecting the acceptance of genetically edited food among youth in Japan2020

    • Author(s)
      Jianfei Cao, Mohamed Farid, Yeongjoo Lim, Teruyo Arato and Kota Kodama
    • Journal Title

      Proceeding of PICMET

      Volume: in press Pages: 0-0

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effect of external innovation for advanced pharmaceutical R&D: a case of monoclonal antibody2020

    • Author(s)
      Yayoi Kawata, Kota Kodama, and Shintaro Sengoku
    • Journal Title

      Proceeding of PICMET

      Volume: in press Pages: 0-0

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Consideration on the Standardization and Industrialization of Human Microbiome Technologies in Japan2020

    • Author(s)
      Takaharu Jibiki, Kota Kodama, and ☆Shintaro Sengoku
    • Journal Title

      Proceeding of PICMET

      Volume: in press Pages: 0-0

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] International strategy for sustainable growth in multinational pharmaceutical companies2020

    • Author(s)
      Fumio Teramae, Tomohiro Makino, Yeongjoo Lim, Shintaro Sengoku and ☆Kota Kodama
    • Journal Title

      Sustainability

      Volume: 12(3) Issue: 3 Pages: 867-867

    • DOI

      10.3390/su12030867

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Holistic cost-effectiveness analysis of anticancer drug regimens in Japan2020

    • Author(s)
      Fumio Teramae*, Naoya Yamaguchi*, Tomohiro Makino, Shintaro Sengoku, and ☆Kota Kodama
    • Journal Title

      Drug Discovery Today

      Volume: Volume 25, Issue 2 Pages: 269-273

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A monoclonal antibody raised against a synthetic oxytocin peptide stains mouse hypothalamic neurons2020

    • Author(s)
      Yuji Kogami, Takahiro Tsuji, Chiharu Tsuji, Shigeru Yokoyama, Kazumi Furuhara, Olga Lopatina, Anna Shabalova, Alla B. Salmina, Yumi Watanabe Tsuyoshi Hattori, Katsuhiko Nishimori, Kota Kodama, ☆Haruhiro Higashida
    • Journal Title

      Journal of Neuroendocrinology

      Volume: 32(4)

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Superiority of mild interventions against COVID-19 on public health and economic measures2021

    • Author(s)
      Niwa M, Hara Y, Matsuo Y, Narita H, Lim Y, Sengoku S, Kodama K
    • Organizer
      CAREE第16回内部報告会
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] 新型コロナウイルスに対する社会的対策が経済に及ぼす影響~システム・ダイナミクスによる分析2021

    • Author(s)
      丹羽 誠、原泰史、松尾勇佑、成田穂高、林永周、仙石慎太郎、児玉耕太
    • Organizer
      医療経済学会 第16回学術大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Exploring the International Trend of Mobile Health Research: a Bibliometric Analysis of the Literature from 2000 to 20202021

    • Author(s)
      Jianfei CAO, Yeongjoo Lim, Shintaro Sengoku, Kota Kodama*
    • Organizer
      sia Pacific Conference 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] デジタルヘルス、モバイルヘルスにおけるAI活用による診断技術・医薬品開発2021

    • Author(s)
      児玉耕太
    • Organizer
      第54回日本薬剤師会学術大会
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] Recent trend and issue related to mHealth and potential innovation2021

    • Author(s)
      Kota Kodama
    • Organizer
      Entrepreneurship in Mobile Health ~How to Build Your Entrepreneurship for Healthcare Business Innovation beyond COVID-19~
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 抗がん剤開発に関わるビジネスを経営学・経済学的側面より読み解く2021

    • Author(s)
      児玉耕太
    • Organizer
      熊本大学・薬学教育部特論講義
    • Related Report
      2020 Research-status Report
    • Invited
  • [Presentation] スマートデバイスを用いて建設労働者の労働負荷や操作技能を定量的に測定できる新しい手法の開発に成功2020

    • Author(s)
      児玉耕太
    • Organizer
      産学連携オンラインセミナー
    • Related Report
      2020 Research-status Report
    • Invited
  • [Presentation] 実験科学的手法を取りいれた技術経営学を目指して2020

    • Author(s)
      児玉耕太
    • Organizer
      東京工業大学特別セミナー
    • Related Report
      2020 Research-status Report
    • Invited
  • [Presentation] Real-time judgment of workload using heart rate and physical activity2020

    • Author(s)
      Nobuki Hashiguchi*,Kota Kodama*,Yeongjoo Lim,Chang Che, Shinichi Kuroishi ,Yasuhiro Miyazaki,Taizo Kobayashi, Shigeo Kitahara and Kazuyoshi Tateyama, *equally contributed
    • Organizer
      37th International Symposium on Automation and Robotics in Construction 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Effective Business-to-Business Transactions for Development of Innovative Cancer Drugs2020

    • Author(s)
      Arisa Djurian, Tomohiro Makino, Yeongjoo Lim, Shintaro Sengoku and Kota Kodama
    • Organizer
      ISPIM GLOBAL 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Impact of R&D strategy on pharmaceutical company's performance2020

    • Author(s)
      Fumio Teramae, Tomohiro Makino, Yeongjoo Lim, Shintaro Sengoku and ☆Kota Kodama
    • Organizer
      ISPIMConnects Global 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Optimizing social measures against COVID-19 using system dynamics modeling2020

    • Author(s)
      Makoto Niwa, Yasushi Hara, Shintaro Sengoku and Kota Kodama
    • Organizer
      ISPIMConnects Global
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Book] 乳癌診療state of arts2022

    • Author(s)
      野田健太、児玉耕太、その他多数
    • Publisher
      医歯薬出版株式会社
    • Related Report
      2021 Annual Research Report
  • [Book] 5G時代のデジタルヘルスとその事業化2022

    • Author(s)
      倉田かりん、馮翰林、児玉耕太、その他多数
    • Publisher
      技術情報協会
    • Related Report
      2021 Annual Research Report
  • [Remarks] VRによる重機遠隔操作は心理的ストレスが高い。計測モデルによる初の評価が示したこと

    • URL

      https://newswitch.jp/p/28895

    • Related Report
      2021 Annual Research Report
  • [Remarks] 立命館大学、熊谷組ら/技能者の労働負荷の定量評価が可能に/心拍測定は不要

    • URL

      https://www.decn.co.jp/?p=114863

    • Related Report
      2021 Annual Research Report

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Published: 2020-08-03   Modified: 2023-01-30  

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