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Prediction of dangerous driving behaviors with MRI data for old drivers

Research Project

Project/Area Number 26289177
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Civil engineering project/Traffic engineering
Research InstitutionKochi University of Technology

Principal Investigator

Park Kaechang  高知工科大学, 地域連携機構, 客員教授 (60333514)

Co-Investigator(Kenkyū-buntansha) 畠山 豊  高知大学, 医歯学系, 准教授 (00376956)
門田 宏  高知工科大学, 総合研究所, 准教授 (00415366)
熊谷 靖彦  高知工科大学, 公私立大学の部局等, 教授 (10368855)
繁桝 博昭  高知工科大学, 工学部, 准教授 (90447855)
Co-Investigator(Renkei-kenkyūsha) MANABU Ohta  高知工科大学, 地域連携機構, 研究員 (80727082)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥16,120,000 (Direct Cost: ¥12,400,000、Indirect Cost: ¥3,720,000)
Fiscal Year 2016: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2015: ¥6,370,000 (Direct Cost: ¥4,900,000、Indirect Cost: ¥1,470,000)
Fiscal Year 2014: ¥6,890,000 (Direct Cost: ¥5,300,000、Indirect Cost: ¥1,590,000)
Keywords白質病変 / 脳部位容積 / 危険運転予測 / 高齢ドライバー / MRI / 脳萎縮 / 安全運転 / 危険運転 / VBM/ROI / 高齢者 / MR imaging (MRI) / VBM-ROI解析
Outline of Final Research Achievements

When dangerous driving behaviors are classified into three types, irritable, aggressive,and illegal types,brain feature sites can be found according to the three types. Actual vehicle operation data of old drivers in driving license school showed that the delay of speed control and direction indicator operation measured by a driving recorder and the unskillful positioning and confirmation for safety driving evaluated by instructors were significantly associated with leukoaraiosis grading, especially leukoaraiosis in the frontal lobe. Merging of brain structural and functional data may improve in prediction of dangerous driving behaviors.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report

Research Products

(24 results)

All 2017 2016 2015 2014 Other

All Journal Article (9 results) (of which Peer Reviewed: 7 results,  Open Access: 3 results,  Acknowledgement Compliant: 5 results) Presentation (13 results) (of which Int'l Joint Research: 2 results) Remarks (1 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] 高齢ドライバーの軽度な認知機能低下が運転行動に及ぼす影響に関する調査研究2017

    • Author(s)
      蓮花一己、朴啓彰、多田昌裕、中村行宏、大田学
    • Journal Title

      交通科学研究会論文集

      Volume: 印刷中

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] アクセル・ブレーキ課題における上下肢運動の脳活動分析2016

    • Author(s)
      大田学、朴啓彰、Handityo Aulia Putra、繁桝博昭
    • Journal Title

      ITSシンポジウム論文集

      Volume: -

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 大脳白質病変が認められるドライバーの動体認知機能解析2015

    • Author(s)
      阿部玲佳、朴啓彰、大田学、木村喜従、三宅宏治、金光義弘
    • Journal Title

      交通科学

      Volume: 46(2) Pages: 54-62

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 前頭葉に白質病変を持つ健常高齢ドライバーの 実車運転行動分析2015

    • Author(s)
      大田学、阿部玲佳、蓮花一己、多田昌裕、朴啓彰
    • Journal Title

      ITSシンポジウム論文集

      Volume: CDROM

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] アクセル・ブレーキ操作におけるfMRI分析2015

    • Author(s)
      大田学、朴啓彰、阿部玲佳、繁枡博昭、門田宏
    • Journal Title

      ITSシンポジウム論文集

      Volume: CDROM

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 白質病変とドライビングシミュレータ酔い2015

    • Author(s)
      朴啓彰、 中野倫博、山田宗、繁桝博昭、大田学、阿部玲佳
    • Journal Title

      ITSシンポジウム論文集

      Volume: CDROM

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Psychological Effect of Passenger Presence on Drivers and Its Dimensions: Scale Development and Validation.2014

    • Author(s)
      Nakagawa Y, and Park K
    • Journal Title

      Transportation Research Part F: Traffic Psychology and Behaviour

      Volume: 25 Pages: 86-97

    • DOI

      10.1016/j.trf.2014.04.018

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Leukoaraiosis Significantly Worsens Driving Performance of Ordinary Older Drivers2014

    • Author(s)
      Nakano K, Park K et al
    • Journal Title

      PLOS ONE

      Volume: 9(10)

    • DOI

      10.1371/journal.pone.0108333

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 白質病変と運転適性検査成績との関係2014

    • Author(s)
      大田学 阿部玲佳 永原三博 朴啓彰 熊谷靖彦
    • Journal Title

      ITSシンポジウム

      Volume: CD-ROM

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Presentation] アクセル・ブレーキ課題における上下肢運動の脳活動分析2016

    • Author(s)
      大田学、朴啓彰、Handityo Aulia Putra、繁桝博昭
    • Organizer
      第14回ITSシンポジウム
    • Place of Presentation
      北海道大学クラーク会館
    • Year and Date
      2016-11-10
    • Related Report
      2016 Annual Research Report
  • [Presentation] 高齢ドライバーの認知機能と運転行動の関連2016

    • Author(s)
      中村行宏・蓮花一己・多田昌裕
    • Organizer
      第83回日本応用心理学会
    • Place of Presentation
      札幌市立大学桑園キャンパス
    • Year and Date
      2016-09-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] 前頭葉に白質病変を持つ健常高齢ドライバーの 実車運転行動分析2015

    • Author(s)
      大田学、阿部玲佳、蓮花一己、多田昌裕、朴啓彰
    • Organizer
      第13回ITSシンポジウム
    • Place of Presentation
      首都大学南大沢キャンパス
    • Year and Date
      2015-12-03
    • Related Report
      2015 Annual Research Report
  • [Presentation] 白質病変とドライビングシミュレータ酔い2015

    • Author(s)
      朴啓彰、 中野倫博、山田宗、繁桝博昭、大田学、阿部玲佳
    • Organizer
      第13回ITSシンポジウム
    • Place of Presentation
      首都大学南大沢キャンパス
    • Year and Date
      2015-12-03
    • Related Report
      2015 Annual Research Report
  • [Presentation] アクセル・ブレーキ操作におけるfMRI分析2015

    • Author(s)
      大田学、朴啓彰、阿部玲佳、繁枡博昭、門田宏
    • Organizer
      第13回ITSシンポジウム
    • Place of Presentation
      首都大学南大沢キャンパス
    • Year and Date
      2015-12-03
    • Related Report
      2015 Annual Research Report
  • [Presentation] Safe Driving Guidance on the Website of HANKO SAFTY NAVI Using Driving Ability Test2015

    • Author(s)
      Kaechang Park,Takashi Kodama, Takehiko Daito, Manabu Ohta, Reika Abe
    • Organizer
      2015 ITS world congress
    • Place of Presentation
      Bordeaux, France
    • Year and Date
      2015-10-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effect of workload on driving performance of elderly drivers with leukoaraiosis2015

    • Author(s)
      Tsutomu Kaizuka, Kimihiko Nakano, Kaechang Park
    • Organizer
      2015 ITS world congress
    • Place of Presentation
      Bordeaux, France
    • Year and Date
      2015-10-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 運転能力テスト(DAT)を用いた交通事故タイプ別安全運転評価2015

    • Author(s)
      朴啓彰,大田学,阿部玲佳
    • Organizer
      第35回交通工学研究会
    • Place of Presentation
      日本大学理工学部駿河台キャンパス
    • Year and Date
      2015-08-31
    • Related Report
      2015 Annual Research Report
  • [Presentation] 脳部位容積クラスタリングによる 交通事故特性分析2015

    • Author(s)
      朴啓彰・山下典生・川口淳・大田学・阿部玲佳
    • Organizer
      第51回土木計画学会
    • Place of Presentation
      九州大学伊都キャンパス
    • Year and Date
      2015-06-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] 音声ロボットが自動車運転者の心理と運転パフォーマンスに与える影響2014

    • Author(s)
      中川善典 朴啓彰 他
    • Organizer
      ITS シンポジウム
    • Place of Presentation
      東北大学 仙台
    • Year and Date
      2014-12-04 – 2014-12-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] 脳ドック受診者8923名を対象にした白質病変ドライバーの交通事故特性2014

    • Author(s)
      阿部玲佳 朴啓彰 大田学 熊谷靖彦
    • Organizer
      ITS シンポジウム
    • Place of Presentation
      東北大学 仙台
    • Year and Date
      2014-12-04 – 2014-12-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] Passenger Presence Effect on Elderly Drivers Evaluated by a driving simulator2014

    • Author(s)
      Reika Abe, Kaechang Park, Manabu Ohta, Hiroshi Ono, Yasuhiko Kumagai
    • Organizer
      ITS world congress
    • Place of Presentation
      Detroit , USA
    • Year and Date
      2014-09-07 – 2014-09-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] A New Driving Ability Test to Predict Risks of Traffic Accident Types According to Ages and Leukoaraiosis.2014

    • Author(s)
      Park K, Nagahara M, Ohta M, Abe R, Kumagai Y
    • Organizer
      ITS world congress
    • Place of Presentation
      Detroit , USA
    • Year and Date
      2014-09-07 – 2014-09-11
    • Related Report
      2014 Annual Research Report
  • [Remarks] 高知工科大学 地域連携機構 地域交通医学・社会脳研究室

    • URL

      http://chiikirenkei.org/paku_lab/

    • Related Report
      2016 Annual Research Report
  • [Patent(Industrial Property Rights)] 白質病変による運転適性診断装置2014

    • Inventor(s)
      朴啓彰・熊谷靖彦
    • Industrial Property Rights Holder
      朴啓彰・熊谷靖彦
    • Industrial Property Rights Type
      特許
    • Filing Date
      2014-04-01
    • Acquisition Date
      2015-12-04
    • Related Report
      2015 Annual Research Report

URL: 

Published: 2014-04-04   Modified: 2018-12-14  

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