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Development of a nursing care prevention system for the elderly using an infrared depth sensor

Research Project

Project/Area Number 20K11656
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 59040:Nutrition science and health science-related
Research InstitutionAsahi University

Principal Investigator

Takeshima Nobuo  朝日大学, 保健医療学部, 教授 (00137126)

Co-Investigator(Kenkyū-buntansha) 楠 正暢  近畿大学, 生物理工学部, 教授 (20282238)
大須賀 洋祐  国立研究開発法人国立長寿医療研究センター, 研究所 老年学・社会科学研究センター, 副部長 (10741986)
藤田 英二  鹿屋体育大学, スポーツ生命科学系, 教授 (50506300)
小濱 剛  近畿大学, 生物理工学部, 准教授 (90295577)
金 憲経  地方独立行政法人東京都健康長寿医療センター(東京都健康長寿医療センター研究所), 東京都健康長寿医療センター研究所, 研究部長 (20282345)
Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2022: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2021: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2020: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords赤外線深度センサー / 高齢者 / 介護予防システム / 自立度評価 / KINECT
Outline of Research at the Start

高齢者の機能的自立度評価は、アンケートや専門家による主観的な評価尺度により行われている。例えば、転倒の危険性を調べるための歩行や動きの評価も、テストの多くは「できる」「できない」といった回答をもとに数値化して評価するものとなっている。アンケートや聞き取りによる方法は安価であり、使用が容易であるというメリットをもつが、機能自立度や生活動作(ADL)の客観的指標としての妥当性からは問題が残されている。本研究は,高齢者に対して赤外線深度センサーを用いて動作解析をおこない,同時に測定した多くの健康度や体力変数との関係性を明らかにし,最終的に介護予防のシステムを構築するとともに運動による効果を実証する。

Outline of Final Research Achievements

We used the KINECT sensor to evaluate the movement patterns of the 20-second stepping (ST) and chair standing test (CS), and identified that these two variables have strong discriminatory performance for detecting “need for assistance” in older adults. We specifically focused on ST from multiple tests for nursing/nursing care groups, reevaluated its reliability, reconfirmed the conditions that the test should have, and compared and examined the differences in testing depending on the presence or absence of nursing care. We also compared the ST data with the Balance Master Evaluation Method to confirm the validity of ST as a balance test. Finally, using data from a large-scale group health checkup in Tokyo, we created a draft of a five-level evaluation method for ST and CS tests, and attempted to set standards. Screening using this evaluation method seems to be effective, and we would like to introduce it to many communities in Japan.

Academic Significance and Societal Importance of the Research Achievements

本邦では,小子高齢化が進み,高齢人口の増加に伴い,虚弱な人や介護を要する人が増加している。このため高齢者の機能の減退を早期に発見し,早急な介護予防などの自立維持の取り組みが求められるが,これまで介護判定等は専門家が個別に評価する手段が取られ,主観的な評価に依存することも少なくなかった。本評価法は自立度を客観的に評価することを狙いとして赤外線センサーを使って簡単な動作テストから介護や転倒のリスクを評価できることを示したものである。東京都板橋区高齢者のお達者健診をもとに大規模集団から得られたテストのノルムや5段階による評価法の試作も有効なものとみられる。

Report

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

    (27 results)

All 2024 2023 2022 2021

All Journal Article (13 results) (of which Int'l Joint Research: 9 results,  Peer Reviewed: 10 results,  Open Access: 1 results) Presentation (14 results) (of which Int'l Joint Research: 10 results)

  • [Journal Article] The stepping test, and infrared depth sensor, provide reliable measures of balance in community-dwelling older adults2024

    • Author(s)
      Okada Soichi、Takeshima Nobuo、Fujita Eiji、Kohama Takeshi、Kusunoki Masanobu、Brechue William F.
    • Journal Title

      Journal of Physical Therapy Science

      Volume: 36 Issue: 1 Pages: 9-20

    • DOI

      10.1589/jpts.36.9

    • ISSN
      0915-5287, 2187-5626
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 高齢要介護者における20秒マーチテスト時の頭部-膝関節変動量の特徴2023

    • Author(s)
      久保誠吾,小濱剛,楠正暢,岡田壮市,藤田英二,竹島伸生,Brechue William F.
    • Journal Title

      映像情報メディア学会技術報告

      Volume: 46 Pages: 21-24

    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] Qualitative assessment of standing motion with kinect? is a useful additional diagnostic marker for sarcopenia2023

    • Author(s)
      Osuka Yosuke、Takeshima Nobuo、Kojima Narumi、Kohama Takeshi、Fujita Eiji、Kusunoki Masanobu、Imai Aiko、Kitabayashi Yukiko、Brechue William F.、Sasai Hiroyuki
    • Journal Title

      Archives of Gerontology and Geriatrics

      Volume: 108 Pages: 104915-104915

    • DOI

      10.1016/j.archger.2022.104915

    • Related Report
      2023 Annual Research Report 2022 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Discrimination of Frailty Phenotype by KinectTM-Based Stepping Parameters2023

    • Author(s)
      Osuka Yosuke、Takeshima Nobuo、Kojima Narumi、Kohama Takeshi、Fujita Eiji、Kusunoki Masanobu、Kato Yoshiji、Brechue William F.、Sasai Hiroyuki.
    • Journal Title

      The Journal of Aging Research & Lifestyle

      Volume: 12 Pages: 100-104

    • DOI

      10.14283/jarlife.2023.17

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 高齢要介護者における20秒マーチテスト時の頭部-膝関節変動量の特徴2023

    • Author(s)
      久保誠吾,小濱剛,楠正暢,岡田壮市,藤田英二,竹島伸生,William F. Brechue
    • Journal Title

      映像情報メディア学会技術報告

      Volume: 46(18) Pages: 21-24

    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Journal Article] Association between static and dynamic balance ability in community-dwelling older female adults2022

    • Author(s)
      Ryuichi Kamuro, Yukiko Kitabayashi, Aiko Imai, Yoshiji Kato, Eiji Fujita, Nobuo Takeshima, and Mohammod. M. Islam
    • Journal Title

      Japanese Journal of Sports and Health Science

      Volume: 44 Pages: 11-19

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Comparison of Static and Dynamic Balance Ability between Fallers and Non-fallers in Japanese Older Women2022

    • Author(s)
      Takeshima Nobuo、Islam Mohammod M.、Oba Yukiya、Freemyer Bret G.
    • Journal Title

      International Journal of Sport and Health Science

      Volume: 20 Issue: 0 Pages: 76-82

    • DOI

      10.5432/ijshs.202121

    • ISSN
      1348-1509, 1880-4012
    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Effects of Community-Based MotoTiles Exercise on Balance Ability in Older Adults2022

    • Author(s)
      幸福 恵吾、藤田 英二、久保 誠吾、小濱 剛、楠 正暢、竹島 伸生、中垣内 真樹
    • Journal Title

      Research Journal of Sports Performance

      Volume: 14 Issue: 0 Pages: 109-117

    • DOI

      10.34518/rjsp.14.0_109

    • ISSN
      2187-1787
    • Related Report
      2022 Research-status Report
    • Peer Reviewed
  • [Journal Article] 高齢者のADL向上のためのパワートレーニング2022

    • Author(s)
      竹島伸生, 窪田友樹,藤田英二
    • Journal Title

      NSCAジャパンジャーナル

      Volume: 29(1) Pages: 4-14

    • Related Report
      2021 Research-status Report
  • [Journal Article] Association between static and dynamic balance ability in community-dwelling older female adults2022

    • Author(s)
      R. Kamuro, Y. Kitabayashi, A. Imai, Y. Kato, E. Fujita, N. Takeshima, and M. M. Islam
    • Journal Title

      スポーツ健康科学研究

      Volume: 印刷中

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Comparison of Static and Dynamic Balance Ability between Fallers and Non-fallers in Japanese Older Women2022

    • Author(s)
      N. Takeshima, M. M. Islam, Y. Oba, and B. G. Freemyer
    • Journal Title

      Int. J. Sports Health Sci.

      Volume: inpress

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 地域在住高齢者を対象とした集団型二重課題運動による身体機能と認知機能への効果2021

    • Author(s)
      幸福恵吾, 藤田英二, 中本浩揮, 竹島伸生, 中垣内真樹
    • Journal Title

      スポーツパフォーマンス研究

      Volume: 13 Pages: 195-208

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] 日常生活動作遂行時間に基づく高齢者の機能的自立度評価の可能性2021

    • Author(s)
      藤田英二, 竹島伸生
    • Journal Title

      スポーツパフォーマンス研究

      Volume: 13 Pages: 329-336

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Presentation] Discrimination of frailty phenotype by KinectTM-based stepping parameters2024

    • Author(s)
      Osuka Yosuke, Takeshima Nobuo, Kojima Narumi, Kohama Takeshi, Fujita Eiji, Kusunki Masanobu, Kato Yoshiji, Brechue W. F., Sasai Hiroyuki
    • Organizer
      International Conference on Frailty & Sarcopenia Research 2024
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Criterion-Based Frailty, Sarcopenia, and Cognitive Decline Risk Evaluation in Older Women Using Infrared Motion Analysis2024

    • Author(s)
      Takeshima Nobuo, Fujita Eiji, Kohama Takeshi, Osuka Yosuke, Kojima Narumi, Kusunoki Masanobu, Oba Yukiya, Brechue William F., Sasai Hiroyuki
    • Organizer
      2024 Annual Meeting of American College of Sports Medicine
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Qualitative assessment of standing motion with KinectTM is a useful additional diagnostic marker for sarcopenia2023

    • Author(s)
      Osuka Yosuke, Takeshima Nobuo, Kojima Narumi, Kohama Takeshi, Fujita Eiji, Kusunoki Masanobu, Imai Aiko, Kitabayashi Yukiko , Brechue W. F, Sasai Hiroyuki
    • Organizer
      International Conference on Frailty & Sarcopenia Research 2023. Toulouse, France
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Test-retest reliability of a 20-sec stepping test movement displacement in community-dwelling older adults2023

    • Author(s)
      Fujita Eiji, Takeshima Nobuo, Kohama Takeshi, Kusunoki Masanobu, Brechue William F.
    • Organizer
      2023 Annual Meeting of American College of Sports Medicine
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Quantifying differences in whole-body movement with age: a time-series AI study of independent elderly individuals and those requiring nursing care2023

    • Author(s)
      Kawasaki Hiroki, Kubo Seigo, Kohama Takeshi, Kusunoki Masanobu, Okada Soichi, Fujita Eiji, Takeshima Nobuo, Brechue William F.
    • Organizer
      The 46th Annual Meeting of the Japan Neuroscience Society
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 時系列AIによる自立および要介護高齢者の全身動作の解析2023

    • Author(s)
      川崎洋輝, 小濱 剛, 楠 正暢, 岡田壮市, 藤田英二, 竹島伸生, Brechue W. F.
    • Organizer
      映像情報メディア学会ヒューマンインフォメーション研究会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 要介護高齢者における赤外線深度センサーを用いたADL評価の再現性2023

    • Author(s)
      藤田英二,岡田壮市,佐藤英人,小濱剛,楠正暢,竹島伸生
    • Organizer
      第10回日本介護福祉・健康づくり学会
    • Related Report
      2022 Research-status Report
  • [Presentation] Test-retest reliability of a 20-sec stepping test movement displacement in community-dwelling older adults2023

    • Author(s)
      Eiji Fujita, Nobuo Takeshima, Takeshi Kohama, Masaki Nakagaichi, Masanobu Kusunoki, and William F. Brechue
    • Organizer
      2023 Annual Meeting of American College of Sports Medicine
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] Falling history associated with 20-sec stepping test movement displacement in independent, community-dwelling older women2022

    • Author(s)
      Nobuo Takeshima, Eiji Fujita, Seigo Kubo, Takeshi Kohama, Hunkyung Kim, Yosuke Osuka, Narumi Kojima, Masanobu Kusunoki, and William F. Brechue
    • Organizer
      2022 Annual Meeting of American College of Sports Medicine
    • Related Report
      2022 Research-status Report 2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Age-associated decline in 20-sec stepping test performance in independent, community-dwelling older women2022

    • Author(s)
      Eiji Fujita, Seigo Kubo, Takeshi Kohama, Hunkyung Kim, Yosuke Osuka, Narumi Kojima, Masanobu Kusunoki, Nobuo Takeshima and William F. Brechue
    • Organizer
      2022 Annual Meeting of American College of Sports Medicine
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] Head-knee movement pattern during a 20-sec stepping test discriminates dependent- from independent-living older women2022

    • Author(s)
      Seigo Kubo, Takeshi Kohama, Masanobu Kusunoki, Soichi Okada, Eiji Fujita, Nobuo Takeshima, and William F. Brechue
    • Organizer
      2022 Annual Meeting of American College of Sports Medicine
    • Related Report
      2022 Research-status Report 2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Age-associated decline in 20-sec stepping test performance in independent, community-dwelling older women.2022

    • Author(s)
      Eiji Fujita, Seigo Kubo, Takeshi Kohama, Hunkyung Kim, Yosuke Osuka, Narumi Kojima, Masanobu Kusunoki, Nobuo Takeshima and William F. Brechue.
    • Organizer
      2022 Annual Meeting of American College of Sports Medicine
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] 高齢者におけるオプティカルセンサーを使った20秒間開眼マーチテスト時の頭部移動量と静的または動的バランス指標との関連性2021

    • Author(s)
      窪田友樹、藤田英二、久保誠吾、小濱剛、楠正暢、竹島伸生
    • Organizer
      日本介護予防健康づくり学会
    • Related Report
      2020 Research-status Report
  • [Presentation] 地域在住高齢者を対象としたモトタイル・エクササイズのバランスへの効果について2021

    • Author(s)
      幸福恵吾,藤田英二,久保誠吾,小濱剛,楠正暢,竹島伸生,中垣内正樹
    • Organizer
      日本介護予防健康づくり学会
    • Related Report
      2020 Research-status Report

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

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