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Data-driven elderly-care service menagement sysytem by human-centered approach

Research Project

Project/Area Number 19K04915
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 25010:Social systems engineering-related
Research InstitutionKanagawa University

Principal Investigator

Takanokura Masato  神奈川大学, 工学部, 教授 (00333534)

Co-Investigator(Kenkyū-buntansha) 川上 勝  自治医科大学, 看護学部, 准教授 (50382958)
滝 聖子  千葉工業大学, 社会システム科学部, 教授 (50433181)
山田 哲男  電気通信大学, 大学院情報理工学研究科, 教授 (90334581)
荻谷 光晴  神奈川大学, 工学部, 助教 (00509086)
Project Period (FY) 2019-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2022: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2021: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2020: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2019: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords経営工学 / 介護業務マネジメント / ビッグデータ / 従業員・顧客満足度 / 支援技術 / 数理最適化 / コミュニケーションロボット / 職業性ストレス / ビックデータ / 従業員・顧客満足
Outline of Research at the Start

超高齢社会に向かう日本の社会的課題である介護サービスの充実をめざし,人間工学・経営工学と医療福祉の協働により,客観的データにもとづき人間中心アプローチを活用し,必要なサービスを必要な時に高い質で提供できる介護サービスをマネジメントできるシステムの創成を目的とする.介護サービスのジャスト・イン・タイムを実現するため,ビッグデータやロボットなど新技術を活用しながら,(A)データ活用による介護業務と送迎サービスのマネジメント,(B)新技術の介護サービスへの導入と活用,(C)従業員・顧客満足度を高めるジョブデザインと技能伝承に取り組む.

Outline of Final Research Achievements

It is necessary to improve the quality and efficiency of elderly-care service simultaneously for the highly aged society in Japan. In this study, the following achievements were obtained. The first was management of care programs and pick-up service in elderly-care facilities. The scheduling model was proposed and analyzed to allocate workloads suitably for healthcare workers. The second was implementation of novel technologies for elderly care service. A social service robot was implemented to two types of the care program in an elderly-care facility. The care program using the robot was effective, but its efficiency was not relatively high. The effectiveness of the care program depended considerably on the different capabilities of the elderly users. The third was job design and skill transfer to improve satisfaction of workers and users. Occupational stress factors were analyzed, and some stress measures were proposed for healthcare workers.

Academic Significance and Societal Importance of the Research Achievements

高齢者施設における介護職員の業務分析などの研究がこれまで行われてきたが,数理モデルを用いた分析や最適化,ユーザ中心視点でのロボット技術の導入,職業性ストレス調査の統計的な分析など,人間工学や経営工学の視点からの研究が行われていなかった.それらの視点からの研究成果により,数理モデルを用いた介護サービスの最適化や,共分散構造分析など統計的手法を用いた職務満足度の分析など新しい手法を開発したことなどに,学術的な意義がある.また,ロボット技術の介護サービスの導入など,新たに開発された技術を社会に実装する課題を明らかにし,利用者の福利に貢献する技術の活用方法を提唱したなどに社会的意義がある.

Report

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

    (40 results)

All 2023 2022 2021 2020 2019 Other

All Int'l Joint Research (2 results) Journal Article (14 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 12 results,  Open Access: 4 results) Presentation (21 results) (of which Int'l Joint Research: 10 results,  Invited: 1 results) Book (1 results) Remarks (2 results)

  • [Int'l Joint Research] The University of Hong Kong(中国)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] The University of Hong Kong(中国)

    • Related Report
      2020 Research-status Report
  • [Journal Article] Occupational Stress Suffered by Long-term Care Workers in Nursing Care Facilities: A Comparative Case Study in Japan and China2023

    • Author(s)
      Yating Yu , Seiko Taki, Shuyu Liang, Masato Takanokura, Masaru Kawakami, Tetsuo Yamada, Chenlu Ji
    • Journal Title

      Innovation and Supply Chain Management

      Volume: 17 Issue: 1 Pages: 31-41

    • DOI

      10.14327/iscm.17.31

    • ISSN
      2187-0969, 2187-8684
    • Year and Date
      2023-03-31
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 介護職従事者の職務満足要因に関する研究2023

    • Author(s)
      ウアテイ,滝聖子,伊藤遼,髙野倉雅人,Shuyu Liang
    • Journal Title

      日本ホスピタリティ・マネジメント学会誌HOSPITALITY

      Volume: 33 Pages: 19-24

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 共分散構造分析を用いた介護職従事者の職業性ストレス要因の解析-北海道の事例として-2022

    • Author(s)
      于亜テイ,滝聖子,佐藤輝,高野倉雅人,Shuyu Liang
    • Journal Title

      日本ホスピタリティ・マネジメント学会誌HOSPITALITY

      Volume: 32 Pages: 19-25

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] COVID-19療養者数のオンデマンド流動数分析の適用に関する研究2022

    • Author(s)
      小野寺泰雅,山田哲男,松井正之,小林大高,小林映子
    • Journal Title

      日本設備管理学会誌

      Volume: 33 Pages: 1-9

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] Withコロナのグローカル社会課題を統合知で同時解決を目指すサステナブルCOVID-19リカバリーの研究と課題―第26回ICPRにおけるオーガナイズドセッション, 博士・若手研究者ワークショップと国際共同研究―2022

    • Author(s)
      山田哲男,岡本一志,中嶋良介,長沢敬祐,伊集院大将,于亜テイ,滝 聖子
    • Journal Title

      経営システム

      Volume: 31 Pages: 115-125

    • Related Report
      2021 Research-status Report
  • [Journal Article] 新型コロナウイルス患者数予測によるグローバルサプライチェーン途絶の信頼性設計へ向けて2022

    • Author(s)
      山田哲男,長尾剛樹,長沢敬祐,周蕾
    • Journal Title

      日本信頼性学会誌「信頼性」

      Volume: 44 Pages: 77-85

    • Related Report
      2021 Research-status Report
  • [Journal Article] Implementation and User Acceptance of Social Service Robot for an Elderly Care Program in a Daycare Facility2021

    • Author(s)
      Masato Takanokura, Ren Kurashima, Tsubasa Ohhira, Yoshihiro Kawahara, Mitsuharu Ogiya
    • Journal Title

      Journal of Ambient Intelligence and Humanized Computing

      Volume: 12 Issue: 11 Pages: 14423-14432

    • DOI

      10.1007/s12652-020-02871-6

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] 介護職従事者の職業性ストレス要因に関する研究2021

    • Author(s)
      于亜テイ,滝聖子,加藤貴浩,高野倉雅人,川上勝,山田哲男
    • Journal Title

      日本設備管理学会誌

      Volume: 32 Pages: 93-98

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] スタッフによる見守りを考慮した通所デイケア施設におけるリハビリ器具のレイアウト設計2021

    • Author(s)
      軽部幸起,山田哲男,高野倉雅人,筧宗徳
    • Journal Title

      日本設備管理学会誌

      Volume: 32 Pages: 83-92

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] 主観評価法および生体情報計測を用いた並行作業の作業負荷の基礎分析2021

    • Author(s)
      滝 聖子,西村 崚,冨澤 侑介,髙野倉 雅人,川上 勝
    • Journal Title

      日本設備管理学会誌

      Volume: 33 Pages: 22-28

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] 因子分析を用いた介護職従事者の職業性ストレス対策の検討2021

    • Author(s)
      于亜テイ,滝聖子,内島典子,高野倉雅人,川上勝,山田哲男
    • Journal Title

      日本ホスピタリティ・マネジメント学会誌HOSPITALITY

      Volume: 31 Pages: 57-64

    • NAID

      40022559622

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Staff Scheduling and Work Allocation Considering Physical Workload in Senior Daytime Care Facilities2020

    • Author(s)
      Ryohei Matsumoto, Tetsuo Yamada, Masato Takanokura
    • Journal Title

      Journal of Japan Industrial Management Association

      Volume: 71 Issue: 2E Pages: 99-110

    • DOI

      10.11221/jima.71.99

    • NAID

      130007873338

    • ISSN
      1342-2618, 2187-9079
    • Year and Date
      2020-07-15
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Rehabilitation staff scheduling in senior daytime care facility with feeling of physical/mental workloads and movements2020

    • Author(s)
      Ryohei Matsumoto, Tetsuo Yamada, Yong-Hong Kuo, Masato Takanokura
    • Journal Title

      Journal of Advanced Mechanical Design, Systems, and Manufacturing

      Volume: 14 Issue: 5 Pages: JAMDSM0077-JAMDSM0077

    • DOI

      10.1299/jamdsm.2020jamdsm0077

    • NAID

      130007868076

    • ISSN
      1881-3054
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] デイサービス施設におけるコミュニケーションロボットを用いたトレーニングの印象評価2019

    • Author(s)
      高野倉雅人,八木昭紀,荻谷光晴,石黒圭応
    • Journal Title

      日本福祉工学会誌

      Volume: 21 Pages: 60-68

    • NAID

      40022104045

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Presentation] Simulation Evaluation of Bed Management for COVID-19 Patients2022

    • Author(s)
      Ryouma Tanaka, Takaki Nagao, Tetsuo Yamada, Masayuki Matsui
    • Organizer
      The 22th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 日本の介護福祉サービスの現状と業務改善の研究課題2022

    • Author(s)
      軽部幸起, 山田哲男
    • Organizer
      日本経営工学会2022年秋季大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 高齢者デイケア施設におけるスタッフによる見守りを考慮したリハビリ器具のレイアウト設計法について2022

    • Author(s)
      軽部幸起,山田哲男,髙野倉雅人,筧宗徳
    • Organizer
      2022年度日本設備管理学会春季研究発表大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] COVID-19における病床管理シミュレーションの一考察2022

    • Author(s)
      田中龍馬, 長尾剛樹, 山田哲男, 松井正之
    • Organizer
      日本経営工学会2022年春季大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Identifying Factors Related With Occupational Satisfaction of Health Care Workers2021

    • Author(s)
      Yating Yu, Seiko Taki, Shuyu Liang, Toshiki Higashi
    • Organizer
      26th International Conference on Production Research (ICPR2021)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Prediction of COVID-19 Hospital Beds by On-Demand Cumulative-Control Analysis2021

    • Author(s)
      Tetsuo Yamada, Taiga Onodera, Masayuki Matsui, Daisuke Kobayashi, Eiko Kobayashi
    • Organizer
      26th International Conference on Production Research (ICPR2021)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Rehabilitation Layout Planning for Elderly Daytime Care Service for Total Flow of Staff sand Remoteness of Equipment2021

    • Author(s)
      Koki Karube, Hiromasa Ijuin, Masato Takanokura, Munenori Kakehi, Tetsuo Yamada
    • Organizer
      IIAI AAI 2021 Winter Congress
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Rehabilitation Layout Design Problem of Remoteness and Total Flow of Staffs in Daytime Care Facilities for Elderly People2021

    • Author(s)
      軽部幸起, 山田哲男, 高野倉雅人, 筧宗徳
    • Organizer
      日本経営工学会2021年秋季大会
    • Related Report
      2021 Research-status Report
  • [Presentation] デイサービス施設でのレクリエーションへのコミュニケーションロボットの活用2021

    • Author(s)
      高野倉雅人,黒川智弘,荻谷光晴
    • Organizer
      日本経営工学会 2021年春季大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 北海道の介護職従事者の職業性ストレス要因に関する研究2021

    • Author(s)
      于亜テイ,佐藤輝,滝聖子,髙野倉雅人
    • Organizer
      日本ホスピタリティ・マネジメント学会第29回全国大会
    • Related Report
      2021 Research-status Report
  • [Presentation] A Comparative Study of Job-Related Stress in Long-Term Care Workers in Japan and China2020

    • Author(s)
      Yating Yu, Seiko Taki, Masato Takanokura, Masaru Kawakami, Tetsuo Yamada, Shuyu Liang
    • Organizer
      9th International Congress on Advanced Applied Informatics (IIAI-AAI 2020)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] デイサービス施設における送迎業務を支援するアプリケーションの人間中心設計2020

    • Author(s)
      高野倉雅人,江渡玲雄,金杉優宏,荻谷光晴
    • Organizer
      日本人間工学会第61回大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 主観評価法(NASA-TLX)および生体情報を用いた並行・単純作業の作業ストレスに関する研究2020

    • Author(s)
      滝 聖子,西村 崚,冨澤 侑介,髙野倉 雅人,川上 勝
    • Organizer
      2020年度日本設備管理学会春季研究発表大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 介護職従事者の精神的・身体的ストレス要因に関する研究2020

    • Author(s)
      于亜テイ,滝聖子,加藤貴浩,高野倉雅人,川上勝,山田哲男
    • Organizer
      2020年度日本設備管理学会春季研究発表大会
    • Related Report
      2020 Research-status Report
  • [Presentation] Save Our Society with IE and AI: Challenges for Sustainable Supply Chain, Senior Care Service and Work-Life-Balance2019

    • Author(s)
      Tetsuo Yamada
    • Organizer
      MOST IEM Grantee Workshop, Taichung, Taiwan, Nov (2019), Invited Lecture
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 失語症者の社会生活を支援するアプリケーションの人間中心設計2019

    • Author(s)
      任東陽,内田祥太,堀内悠汰,荻谷光晴,高野倉雅人
    • Organizer
      日本人間工学会関東支部第49回大会,千葉工業大学,2019年12月
    • Related Report
      2019 Research-status Report
  • [Presentation] An Analysis of Occupational Stressors for Healthcare Workers2019

    • Author(s)
      Yating Yu, Seiko Taki, Masato Takanokura, Tetsuo Yamada, Masaru Kawakami
    • Organizer
      20th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS2019), Kanazawa, Japan, Dec (2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Interaction of a Communication Robot with Elderly Users during Physical and Cognitive Training Exercise at a Daycare Facility in Japan2019

    • Author(s)
      Masato Takanokura, Tsubasa Ohhira, Yasuhiro Kawahara, Mitsuharu Ogiya
    • Organizer
      4th International Conference on Ambient Intelligence and Ergonomics in Asia (AmI&E2019), Taoyuan, Taiwan, Oct (2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Rehabilitation Staff Scheduling in Senior Daytime Care Facility considering Physical and Mental Workloads2019

    • Author(s)
      Ryohei Matsumoto, Tetsuo Yamada, Yong-Hong Kuo, Masato Takanokura
    • Organizer
      International Symposium on Scheduling 2019 (ISS2019), Matsue, Japan, pp. 150-155, July (2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 失語症者のコミュニケーションを支援するアプリケーションの開発2019

    • Author(s)
      高野倉雅人,芝野莉奈,名取知晃,荻谷光晴
    • Organizer
      日本人間工学会第60回大会,日本大学,2019年6月
    • Related Report
      2019 Research-status Report
  • [Presentation] Rehabilitation Staff Scheduling in Senior Daytime Care Facility Considering Difference in Staff Perception of Workloads2019

    • Author(s)
      Ryohei Matsumoto, Tetsuo Yamada, Yong-Hong Kuo, Masato Takanokura
    • Organizer
      Fourth International Conference on Health Care Systems Engineering (HCSE2019), Montreal, Canada, May (2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Book] Intelligent Engineering and Management for Industry 4.02022

    • Author(s)
      Ryohei Matsumoto, Tetsuo Yamada, Masato Takanokura, et al.
    • Total Pages
      194
    • Publisher
      Springer
    • ISBN
      9783030946821
    • Related Report
      2022 Annual Research Report
  • [Remarks] 神奈川大学工学部経営工学科人間工学研究室

    • URL

      http://www.hfe.ie.kanagawa-u.ac.jp

    • Related Report
      2022 Annual Research Report 2021 Research-status Report
  • [Remarks] 神奈川大学工学部経営工学科人間工学研究室

    • URL

      http://www.hfe.ie.kanagawa-u.ac.jp/

    • Related Report
      2020 Research-status Report 2019 Research-status Report

URL: 

Published: 2019-04-18   Modified: 2024-01-30  

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