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ABM using GIS of Physician distribution for physician supply estimation

Research Project

Project/Area Number 25870174
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Medical sociology
Hygiene and public health
Research InstitutionThe University of Tokyo

Principal Investigator

TOYOKAWA Satoshi  東京大学, 医学(系)研究科(研究院), 准教授 (40345046)

Project Period (FY) 2013-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Keywords公衆衛生学 / 保健医療政策学 / 医師供給 / Agent Based Model / GIS / Spacial epidemiology / 保健医療政策 / ABM / 医師供給数 / 医療へのアクセス / 医師分布
Outline of Final Research Achievements

The study build a simulation model using agent based modeling (ABM) according to physician behavior owing their clinic to contribute the estimation of physician supply. Our observational study in Hokkaido, the most northern part of Japan, indicated the physician who born in the prefecture work more in place where few people live than ones come from other prefecture. We built the simulation of physician and clinic distribution of Hokkaido. We simulate their distribution under the different proportion for the sensitivity analysis of the birth place of medical students. There were small differences in Gini coefficients and Population per physician of the results from the sensitivity analysis (0%, 10%, 20%, 50%). This simulation study showed the health policy for physician supply according to the birthplace in the entrance examinations to the medical school has limited improvement.

Report

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

    (5 results)

All 2014 2013

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (3 results) Book (1 results)

  • [Journal Article] Age-specific cost and public funding of a live birth following assisted reproductive treatment in Japan2014

    • Author(s)
      Maeda E, Ishihara O, Saito H, Kuwahara A, Toyokawa S, Kobayashi Y
    • Journal Title

      J Obstet Gynaecol Res

      Volume: 40 Issue: 5 Pages: 1338-1344

    • DOI

      10.1111/jog.12337

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] 医師供給と医療へのアクセスに関する公衆衛生学的研究2014

    • Author(s)
      豊川智之
    • Organizer
      日本公衆衛生学会
    • Place of Presentation
      宇都宮
    • Year and Date
      2014-11-05 – 2014-11-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] 首都圏在住の就労者における就労要因と医療へのアクセスとの関連:J-SHINEデータを用いて2013

    • Author(s)
      豊川智之 井上まり子 小林廉毅
    • Organizer
      日本産業衛生学会
    • Place of Presentation
      愛媛
    • Related Report
      2013 Research-status Report
  • [Presentation] 歯科医療へのアクセスにおける所得の影響についてプロペンシティスコアを用いた分析2013

    • Author(s)
      豊川智之 小林廉毅
    • Organizer
      日本公衆衛生学会
    • Place of Presentation
      三重
    • Related Report
      2013 Research-status Report
  • [Book] 心理測定を生かした看護研究2013

    • Author(s)
      横山和仁 青木きよ子
    • Total Pages
      170
    • Publisher
      金子書房
    • Related Report
      2013 Research-status Report

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

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