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Development and demonstration of evaluation methods for interactive communication to improve motivation for group exercise activities among elderly

Research Project

Project/Area Number 18K04043
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 20020:Robotics and intelligent system-related
Research InstitutionKobe University (2019-2023)
The University of Tokyo (2018)

Principal Investigator

WADA MASANORI  神戸大学, 保健学研究科, 保健学研究員 (60625474)

Co-Investigator(Kenkyū-buntansha) 篠原 修二  東京電機大学, 理工学部, 准教授 (10325897)
川原 靖弘  放送大学, 教養学部, 准教授 (10422403)
片桐 祥雅  東京大学, 大学院工学系研究科(工学部), 上席研究員 (60462876)
Project Period (FY) 2018-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2020: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2019: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords双方向コミュニケーション / モチベーション / パフォーマンス / 集団凝集性 / 集団活動 / 動機 / 高齢者 / 運動 / 集団 / コミュニケーション / 感情 / 音声 / 集団運動 / オンライン化 / コロナ禍 / フレイル予防 / 凝集性 / 参加者間 / 会話成立 / 音圧 / フレイル / 発話量 / 運動量
Outline of Final Research Achievements

In this study, we focused on two subjects regarding interactive communication through conversation among participants in group activities in real space, which can contribute to the improvement of motivation and performance. (1) We developed a method to quantitatively evaluate interactive communication that considers the privacy of speech content based on the correlation coefficient of fluctuations in recorded speech sound pressure. (2) We also experimentally verified that interactive communication, as defined in (1), improves the motivation and performance of group activity participants in field experiment.

Academic Significance and Societal Importance of the Research Achievements

音声会話によるコミュニケーション成立等の評価法の先行研究においては,発話内容や音声の音響特徴量の認識を必要とし,発話内容や個人情報が把握可能なデータ取得を前提としていたが,本研究では,これらを必要としない,音声音圧の揺らぎの相関係数からインタラクティブな会話成立を評価する方法を提案した.また,そのような会話により,集団活動内のモチベーションやパフォーマンスが向上する可能性を実験検証により示した.

Report

(7 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Research-status Report
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (17 results)

All 2022 2021 2020 2019 2018

All Journal Article (6 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 6 results,  Open Access: 6 results) Presentation (11 results) (of which Int'l Joint Research: 6 results)

  • [Journal Article] Depressive Mood Assessment Method Based on Emotion Level Derived from Voice: Comparison of Voice Features of Individuals with Major Depressive Disorders and Healthy Controls2021

    • Author(s)
      Shinohara S, Nakamura M, Omiya Y, Higuchi M, Hagiwara N, Mitsuyoshi S, Toda H, Saito T, Tanichi M, Yoshino A, Tokuno S
    • Journal Title

      Int. J. Environ. Res. Public Health

      Volume: 18(10) Issue: 10 Pages: 5435-5435

    • DOI

      10.3390/ijerph18105435

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Performance Evaluation of a Voice-Based Depression Assessment System Considering the Number and Type of Input Utterances2021

    • Author(s)
      Higuchi M, Sonota N, Nakamura M, Miyazaki K, Shinohara S, Omiya Y, Takano T, Mitsuyoshi S, Tokuno S
    • Journal Title

      Sensors

      Volume: 22(1) Issue: 1 Pages: 67-67

    • DOI

      10.3390/s22010067

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Evaluation of emotional arousal level and depression severity using voice-derived sound pressure change acceleration.2021

    • Author(s)
      Shinohara, S., Toda, H., Nakamura, M. et al.
    • Journal Title

      Sci Rep

      Volume: 11 Issue: 1

    • DOI

      10.1038/s41598-021-92982-7

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effectiveness of a Voice-Based Mental Health Evaluation System for Mobile Devices: Prospective Study2020

    • Author(s)
      Masakazu Higuchi, Mitsuteru Nakamura, Shuji Shinohara, Yasuhiro Omiya, Takeshi Takano, Shunji Mitsuyoshi, Shinichi Tokuno
    • Journal Title

      JMIR Formative Research

      Volume: 4 Issue: 7 Pages: 7-7

    • DOI

      10.2196/16455

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] An attempt to estimate depressive status from voice2019

    • Author(s)
      Yasuhiro Omiya, Takeshi Takano, Tomotaka Uraguchi, Mitsuteru Nakamura, Masakazu Higuchi, Shuji Shinohara, Shunji Mitsuyoshi, Mirai So, and Shinichi Tokuno
    • Journal Title

      Pervasive Computing Paradigms for Mental Health. MindCare 2019. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

      Volume: 288 Pages: 168-175

    • DOI

      10.1007/978-3-030-25872-6_13

    • ISBN
      9783030258719, 9783030258726
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Discrimination of Bipolar Disorders Using Voice2019

    • Author(s)
      Masakazu Higuchi, Mitsuteru Nakamura, Shuji Shinohara, Yasuhiro Omiya, Takeshi Takano, Hiroyuki Toda, Taku Saito, Aihide Yoshino, Shunji Mitsuyoshi, and Shinichi Tokuno
    • Journal Title

      Pervasive Computing Paradigms for Mental Health. MindCare 2019. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

      Volume: 288 Pages: 199-207

    • DOI

      10.1007/978-3-030-25872-6_16

    • ISBN
      9783030258719, 9783030258726
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 表情による感情認知と共感性醸成のメカニズムの深部脳活動法による解明2022

    • Author(s)
      杉浦朋伽、片桐祥雅、他
    • Organizer
      第24回日本ヒト脳機能マッピング学会
    • Related Report
      2021 Research-status Report
  • [Presentation] A Pilot Study to Distinguish Between Healthy Participant and Patient with Alzheimer’s Disease and Parkinson’s Disease Based on Vocal Analysis2020

    • Author(s)
      Omiya y, Takano T, Uraguchi T, Nakamura M, Higuchi M, Shinohara S, Mitsuyoshi S, Ishida M, Kumamoto Y, Tokuno S
    • Organizer
      Advances in Alzheimer’s and Parkinson’s Therapies (AAT-AD/PD2020) (Virtual),
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Correlation Between Driving Skills, Cognitive Function, and Speech Speed in Elderly Drivers2020

    • Author(s)
      Takano T, Omiya Y, Nakamura M, Higuchi M, Shinohara S, Mitsuyoshi S, Takemura J, Okazaki T, Tokuno S
    • Organizer
      Advances in Alzheimer’s and Parkinson’s Therapies (AAT-AD/PD2020) (Virtual)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Study and Evaluation Using Voice to Gauge the Driving Ability of the Elderly2020

    • Author(s)
      Higuchi M, Nakamura M, Takano T, Okazaki T, Takemura J, Omiya Y, Shinohara S, Mitsuyoshi S, Tokuno S
    • Organizer
      Advances in Alzheimer’s and Parkinson’s Therapies (AAT-AD/PD2020) (Virtual)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] An experiment to detect Laryngomalacia using baby’s crying voice2019

    • Author(s)
      Yasuhiro Omiya, Shuji Shinohara et al.
    • Organizer
      The 41st International Engineering in Medicine and Biology Conference
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] VOICE-BASED EVALUATION OF STRESS BY BODY IDENTIFICATION2019

    • Author(s)
      Masakazu Highchi, Shuji Shinohara et al.
    • Organizer
      27th International "Stress and Behavior" Neuroscience and Biopsychiatry Conference
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Pilot study of distinguish between dementia with Lewy bodies and healthy subjects using voice2019

    • Author(s)
      Yasuhiro Omiya, Shuji Shinohara et al.
    • Organizer
      Neuroscience 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 会話のキャッチボールによる、コミュニケーション成立の新たな評価法を探る2018

    • Author(s)
      和田将典,片桐 祥雅,篠原 修二,川原 靖弘
    • Organizer
      第42回日本高次脳機能障害学会学術総会
    • Related Report
      2018 Research-status Report
  • [Presentation] 音圧の揺らぎに着目したインタラクティブな会話成立の評価法2018

    • Author(s)
      和田将典,片桐 祥雅,篠原 修二,吉田 寛,川原 靖弘
    • Organizer
      電子情報通信学会HCGシンポジウム2018
    • Related Report
      2018 Research-status Report
  • [Presentation] 心象に直結するオノマトペの神経生理学的基盤2018

    • Author(s)
      今井 絵美子,片桐 祥雅
    • Organizer
      電子情報通信学会HCGシンポジウム2018
    • Related Report
      2018 Research-status Report
  • [Presentation] ベイズ推定を用いた音声メンタルヘルス指標の精度向上の検討2018

    • Author(s)
      高野 毅, 大宮 康宏, 浦口 智貴, 樋口 政和, 中村 光晃 , 篠原 修二, 光吉 俊二, 斎藤 拓, 吉野 相英, 戸田 裕之, 徳野 慎一
    • Organizer
      電子情報通信学会HCGシンポジウム2018
    • Related Report
      2018 Research-status Report

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Published: 2018-04-23   Modified: 2025-01-30  

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