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Identification of individual difference factors related to motor skill learning and development of learning support technology

Research Project

Project/Area Number 20H04069
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 59020:Sports sciences-related
Research InstitutionThe University of Tokyo

Principal Investigator

Kudo Kazutoshi  東京大学, 大学院総合文化研究科, 教授 (30302813)

Co-Investigator(Kenkyū-buntansha) 宮田 紘平  東京大学, 大学院総合文化研究科, 助教 (30792171)
三浦 哲都  早稲田大学, 人間科学学術院, 准教授 (80723668)
Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥18,070,000 (Direct Cost: ¥13,900,000、Indirect Cost: ¥4,170,000)
Fiscal Year 2023: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2022: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2021: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2020: ¥9,880,000 (Direct Cost: ¥7,600,000、Indirect Cost: ¥2,280,000)
Keywords運動スキル / 意思決定 / 呼吸 / スポーツ / 音楽 / 認知バイアス / 空間制御 / コーディネーション / 運動発達 / 運動制御・学習 / リズム / 対人間協調 / 学習 / 姿勢・呼吸 / 協調
Outline of Research at the Start

運動学習において、仮に同一の練習方法を用い、同じ回数の練習を行ったとしても、その学習効果には認知バイアス、空間認知/注意、協調、情動等に関わる多くの要因により個人差が生じうる。そこで本研究では、熟達差にかかわる横断的・縦断的研究により運動学習の媒介変数間の関係を明らかにするとともに、これら媒介変数と学習の因果性を検証したうえで個人差要因を考慮した練習環境を構築する方法の開発を目指す。

Outline of Final Research Achievements

In this study, we experimentally investigated cognitive biases, spatiotemporal control of movement, and intra- and inter-individual motor coordination characteristics related to individual differences in motor learning, using markerless motion capture technology, biomechanical/statistical models, and nonlinear time series analysis. As a result, new cognitive biases and individual difference parameters related to the spatiotemporal characteristics of locomotion were identified. The speed of movement was shown to be a factor increasing individual differences in the coordination pattern of trunk-thorax-abdomen during breathing. Furthermore, considering the hierarchical nature of movement construction, we developed a program to support proficiency. These results were presented at domestic and international academic conferences, invited lectures, and in academic journals.

Academic Significance and Societal Importance of the Research Achievements

スポーツやダンスの運動技能は、意思決定、環境の認知/知覚、運動の時空間的制御、身体の協調(コーディネーション)など、複数の能力に支えられています。これらの能力は個人ごとに異なることから、それぞれの人に合った練習方法を見つけるためには、これらの能力の個人差要因を明らかにすることが必要になります。本研究は、近年発展している映像解析技術や数理モデルを用いて、運動技能学習の個人差にかかわる要因として、自分自身の運動認知に関わるバイアスの存在をを明らかにするとともに、運動の時空間制御や身体協調に対する運動の速度/テンポの影響を明らかにし、運動構築の階層性に着目した熟達化支援プログラムを作成しました。

Report

(5 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Annual Research Report
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • Research Products

    (52 results)

All 2024 2023 2022 2021 2020 Other

All Int'l Joint Research (2 results) Journal Article (15 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 12 results,  Open Access: 12 results) Presentation (30 results) (of which Int'l Joint Research: 16 results,  Invited: 5 results) Book (3 results) Remarks (2 results)

  • [Int'l Joint Research] Macquarie University(オーストラリア)

    • Related Report
      2023 Annual Research Report
  • [Int'l Joint Research] Aarhus University(デンマーク)

    • Related Report
      2023 Annual Research Report
  • [Journal Article] Systematic bias in representation of reaction time distribution2024

    • Author(s)
      Onagawa Ryoji、Kudo Kazutoshi、Watanabe Katsumi
    • Journal Title

      Quarterly Journal of Experimental Psychology

      Volume: 0 Issue: 10 Pages: 1-15

    • DOI

      10.1177/17470218241234650

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A review of psychological and neuroscientific research on musical groove2024

    • Author(s)
      Etani Takahide、Miura Akito、Kawase Satoshi、Fujii Shinya、Keller Peter E.、Vuust Peter、Kudo Kazutoshi
    • Journal Title

      Neuroscience & Biobehavioral Reviews

      Volume: 158 Pages: 105522-105522

    • DOI

      10.1016/j.neubiorev.2023.105522

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Human Body as a Nonlinear Dynamical System2023

    • Author(s)
      工藤 和俊、岡野 真裕、紅林 亘
    • Journal Title

      Butsuri

      Volume: 78 Issue: 7 Pages: 390-398

    • DOI

      10.11316/butsuri.78.7_390

    • ISSN
      0029-0181, 2423-8872
    • Year and Date
      2023-07-05
    • Related Report
      2023 Annual Research Report
  • [Journal Article] Putting things in and taking them out of containers: a young child's interaction with objects2023

    • Author(s)
      Nishio Chihiro、Nozawa Hikaru、Yamazaki Hiroe、Kudo Kazutoshi
    • Journal Title

      Frontiers in Psychology

      Volume: 14

    • DOI

      10.3389/fpsyg.2023.1120605

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The ability to appropriately distinguish throws for different target positions2023

    • Author(s)
      Kusafuka Ayane、Yamamoto Rintaro、Okegawa Taishi、Kudo Kazutoshi
    • Journal Title

      Frontiers in Sports and Active Living

      Volume: 5

    • DOI

      10.3389/fspor.2023.1250938

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Markerless motion capture of hands and fingers in high-speed throwing task and its accuracy verification2023

    • Author(s)
      KUSAFUKA Ayane、TSUKAMOTO Naoki、MIYATA Kohei、KUDO Kazutoshi
    • Journal Title

      Mechanical Engineering Journal

      Volume: 10 Issue: 6 Pages: 23-00220-23-00220

    • DOI

      10.1299/mej.23-00220

    • ISSN
      2187-9745
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Positional relationship between ball and fingers for accurate baseball pitching2023

    • Author(s)
      Kusafuka Ayane、Nishikawa Kohei、Tsukamoto Naoki、Kudo Kazutoshi
    • Journal Title

      PLOS ONE

      Volume: 18 Issue: 12 Pages: e0290042-e0290042

    • DOI

      10.1371/journal.pone.0290042

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The Body as a Hierarchical Action-Perception System : an Approach from Skilled Human Performance2023

    • Author(s)
      工藤 和俊
    • Journal Title

      Japanese Journal of Biofeedback Research

      Volume: 50 Issue: 1 Pages: 62-67

    • DOI

      10.20595/jjbf.50.1_62

    • ISSN
      0386-1856, 2432-3888
    • Related Report
      2023 Annual Research Report
    • Open Access
  • [Journal Article] Auditory interaction between runners: Does footstep sound affect step frequency of neighboring runners?2023

    • Author(s)
      Furukawa Hiroaki、Kudo Kazutoshi、Kubo Kota、Ding Jingwei、Saito Atsushi
    • Journal Title

      PLOS ONE

      Volume: 18 Issue: 1 Pages: 0280147-0280147

    • DOI

      10.1371/journal.pone.0280147

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Coordination dynamics of thoracic and abdominal movements during voluntary breathing2022

    • Author(s)
      Higashino Mimu、Miyata Kohei、Kudo Kazutoshi
    • Journal Title

      Scientific Reports

      Volume: 12 Issue: 1

    • DOI

      10.1038/s41598-022-17473-9

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 競技スポーツの意思決定支援2022

    • Author(s)
      工藤和俊、女川亮司
    • Journal Title

      月刊Precision Medicine

      Volume: 5 Pages: 26-29

    • Related Report
      2022 Annual Research Report
  • [Journal Article] Changes in error-correction behavior according to visuomotor maps in goal-directed projection tasks2022

    • Author(s)
      Kusafuka Ayane、Onagawa Ryoji、Kimura Arata、Kudo Kazutoshi
    • Journal Title

      Journal of Neurophysiology

      Volume: 127 Issue: 4 Pages: 1171-1184

    • DOI

      10.1152/jn.00121.2021

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Control of Accuracy during Movements of High Speed: Implications from Baseball Pitching2021

    • Author(s)
      Kusafuka Ayane、Kudo Kazutoshi、Nakazawa Kimitaka
    • Journal Title

      Journal of Motor Behavior

      Volume: 54 Issue: 3 Pages: 304-315

    • DOI

      10.1080/00222895.2021.1960789

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Modulation of initial movement for double potential targets with specific time constraints2021

    • Author(s)
      Onagawa Ryoji、Kudo Kazutoshi
    • Journal Title

      Scientific Reports

      Volume: 11 Issue: 1

    • DOI

      10.1038/s41598-021-01777-3

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Flexible planning of corrective responses for double-step reduction in the number of potential targets2021

    • Author(s)
      Onagawa Ryoji、Kudo Kazutoshi
    • Journal Title

      Scientific Reports

      Volume: 11 Issue: 1 Pages: 1-11

    • DOI

      10.1038/s41598-021-86325-9

    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 走者間にピッチの同期現象を生じさせる知覚情報の検討2024

    • Author(s)
      古川大晃, 西川優, 斉藤篤司, 工藤和俊
    • Organizer
      第36回ランニング学会大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] からだからはじまるこころ:身体性認知と内受容感覚2023

    • Author(s)
      工藤和俊
    • Organizer
      日本養生学会第25回大会シンポジウム
    • Related Report
      2023 Annual Research Report
    • Invited
  • [Presentation] 運動意思決定における利得最大化行動を妨げる主観的態度2023

    • Author(s)
      女川亮司, 工藤和俊, 渡邊克巳
    • Organizer
      日本スポーツ心理学会第50回大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 運動意思決定課題におけるリスク志向バイアスに影響する主観的過程2023

    • Author(s)
      女川亮司, 工藤和俊. 渡邊克巳
    • Organizer
      日本基礎心理学会第42回大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 異なる目標位置に対する投げ分け能力とその方略2023

    • Author(s)
      草深あやね, 桶川大志, 工藤和俊
    • Organizer
      日本スポーツ心理学会 第50回大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] Evaluation of learning effects of bimanual five-day training using Jensen-Shannon divergence.2023

    • Author(s)
      Azuma-Takeshita, K., Miyata, K., Kudo, K.
    • Organizer
      Progress in Motor Control XIV
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The effect of temporal dynamics on groove in music: nonlinear timeseries analysis approach.2023

    • Author(s)
      Nitta, J., Miyata, K., Kudo, K.
    • Organizer
      International Conference on Music Perception and Cognition (ICMPC)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Frequency-dependent learning effects of the bimanual five-day training2023

    • Author(s)
      Azuma-Takeshita, K., Miyata, K., Kudo, K.
    • Organizer
      European College of Sport Science 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Trial-by-trial error correction for accurate baseball pitching2023

    • Author(s)
      Kusafuka, A., Okegawa,, T. Yamamoto, R., Miyata, K., Kudo, K.
    • Organizer
      the 28th Congress of the European Society of Biomechanics
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Neural correlates of shared action and prior intention during imitation: a hyperscanning fMRI study.2023

    • Author(s)
      Miyata, K., Koike, T., Tsuchimoto, S., Ogasawara, K., Sadato, N., Kudo, K.
    • Organizer
      The Organization for Human Brain Mapping 2023
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Sharing action and prior intentions during imitative interaction: a hyperscanning fMRI study2023

    • Author(s)
      Miyata, K., Koike, T., Tsuchimoto, S., Ogasawara, K., Sadato, N., Kudo, K.
    • Organizer
      The 9th Joint Action Meeting
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Two-dimensional trial-by-trial error correction for accuracy in high-speed pitching task.2023

    • Author(s)
      Kusafuka, A., Okegawa,, T. Yamamoto, R., Miyata, K., Kudo, K.
    • Organizer
      European College of Sport Science
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Interpersonal Synchronization between Sprinters: An Observational Study of the Japanese 100-m Record Racer.2023

    • Author(s)
      Furukawa, H., Miyata, K., Richardson, M. J., Varlet, M., Kudo, K.
    • Organizer
      European College of Sport Science
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An on-line study about recognition of improvisation theatre using audio-visual information2023

    • Author(s)
      Hughes, Y., Mukai, K., Watanabe, K., Kudo, K
    • Organizer
      the Annual Meeting of the Cognitive Science Society
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 熟練パフォーマンスから読み解く階層的知覚-行為システムとしての身体-2022

    • Author(s)
      工藤和俊
    • Organizer
      日本バイオフィードバック学会第49回学術総会
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] 心理学からスポーツ科学・アートパフォーマンス研究へ2022

    • Author(s)
      工藤和俊
    • Organizer
      日本心理学会第86回大会シンポジウム
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] 心身機能とその科学的背景2022

    • Author(s)
      工藤和俊
    • Organizer
      日本体育・スポーツ・健康スポーツ学会第72回大会シンポジウム
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Ball-Finger Positioning for Accurate Baseball Pitching2022

    • Author(s)
      Ayane Kusafuka, Kohei Nishikawa, Naoki Tsukamoto, Kazutoshi Kudo
    • Organizer
      Congress of The European Society of Biomechanics
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Control in Accurate Baseball Pitching Explored from Positional Relationship between Ball and Fingers2022

    • Author(s)
      Ayane Kusafuka, Kohei Nishikawa, Naoki Tsukamoto, Kazutoshi Kudo
    • Organizer
      European College of Sport Science
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The footsteps of a neighboring runner affect the step frequency of the main runner2022

    • Author(s)
      Hiroaki Furukawa, Kazutoshi Kudo, Atsushi Saito.
    • Organizer
      European College of Sport Science
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Proficiency differences in anticipation skills revealed by newly developed cognitive-motor task2022

    • Author(s)
      Osamu Nakamura, Kazutoshi Kudo, Roji Onagawa, Norikazu Hirose
    • Organizer
      European College of Sport Science
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 高速動作における手指のマーカーレスモーションキャプチャとその精度検証2022

    • Author(s)
      草深あやね,塚本直樹,宮田紘平,工藤和俊
    • Organizer
      日本機械学会 スポーツ工学・ヒューマンダイナミクス
    • Related Report
      2022 Annual Research Report
  • [Presentation] 投球コントロールに影響する 1 球ごとの誤差修正 ーコントロールの良い人は誤差修正をしない?ー2022

    • Author(s)
      草深あやね,桶川大志,山本倫太郎,工藤和俊
    • Organizer
      日本野球科学研究会 第9回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] リスク下での運動意思決定における最適な計画と非最適な行動2022

    • Author(s)
      女川亮司,工藤和俊,渡邊克巳
    • Organizer
      日本基礎心理学会第41回大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Combination of release parameters for accurate baseball pitching2021

    • Author(s)
      Kusafuka Ayane、Kudo Kazutoshi、Nakazawa Kimitaka
    • Organizer
      Congress of The International Society of Biomechanics (ISB)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Go-before-you-know 状況における不確実性の所在による動作パターン変化2021

    • Author(s)
      女川亮司、向井香瑛、工藤和俊
    • Organizer
      日本体育・スポーツ・健康学会第71回大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 不確実性下での運動制御における視覚と運動の相互作用2021

    • Author(s)
      女川亮司、向井香瑛、中村統、渡邊克巳、工藤和俊
    • Organizer
      日本基礎心理学会第40回大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] ボールと手指の位置関係から探る投球コントロール-コントロールの「しやすい投げ方」と「しにくい投げ方」-2021

    • Author(s)
      草深あやね、西川晃平、塚本直樹、工藤和俊
    • Organizer
      日本野球科学研究会第8回大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Perception and action of skilled athletes: Towards neuro-cognitive enhancement of sports performance.2020

    • Author(s)
      Kudo, K.
    • Organizer
      2020 Yokohama Sport Conference
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Finger Movement Related to the Subtle Adjustment of Ball Release in Accurate Pitching.2020

    • Author(s)
      Kusafuka, A., Kimura, A., Omura, L., Kudo K.
    • Organizer
      2020 Yokohama Sport Conference
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Book] Arts-Based Methods in Education Research in Japan、Chapter 72022

    • Author(s)
      Kudo Kazutoshi、Toyoda Kiyomi
    • Total Pages
      269
    • Publisher
      Brill Sense
    • ISBN
      9789004514133
    • Related Report
      2021 Annual Research Report
  • [Book] 生命の根源を見つめる2020

    • Author(s)
      東京大学教養学部
    • Total Pages
      188
    • Publisher
      白水社
    • ISBN
      9784560097571
    • Related Report
      2020 Annual Research Report
  • [Book] 身体運動科学アドバンスト2020

    • Author(s)
      東京大学大学院身体運動科学研究室(編)
    • Total Pages
      216
    • Publisher
      杏林書院
    • ISBN
      9784764412163
    • Related Report
      2020 Annual Research Report
  • [Remarks] 東京大学大学院総合文化研究科工藤和俊研究室

    • URL

      https://www.dexterity-lab.c.u-tokyo.ac.jp/

    • Related Report
      2023 Annual Research Report
  • [Remarks] 東京大学大学院総合文化研究科工藤和俊研究室

    • URL

      http://www.dexterity-lab.c.u-tokyo.ac.jp/

    • Related Report
      2021 Annual Research Report 2020 Annual Research Report

URL: 

Published: 2020-04-28   Modified: 2025-01-30  

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