Development of just-in-time adaptive intervention for behavioral modification based on continuous psycho-behavioral monitoring under daily life
| Project/Area Number |
17H00878
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| Research Category |
Grant-in-Aid for Scientific Research (A)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Applied health science
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| Research Institution | The University of Tokyo |
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Principal Investigator |
Yamamoto Yoshiharu 東京大学, 大学院教育学研究科(教育学部), 教授 (60251427)
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| Co-Investigator(Kenkyū-buntansha) |
北島 剛司 藤田医科大学, 医学部, 教授 (40360234)
吉内 一浩 東京大学, 医学部附属病院, 准教授 (70313153)
早野 順一郎 名古屋市立大学, 医薬学総合研究院(医学), 教授 (90173054)
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| Project Period (FY) |
2017-04-01 – 2020-03-31
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| Project Status |
Completed (Fiscal Year 2020)
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| Budget Amount *help |
¥43,030,000 (Direct Cost: ¥33,100,000、Indirect Cost: ¥9,930,000)
Fiscal Year 2019: ¥14,040,000 (Direct Cost: ¥10,800,000、Indirect Cost: ¥3,240,000)
Fiscal Year 2018: ¥13,910,000 (Direct Cost: ¥10,700,000、Indirect Cost: ¥3,210,000)
Fiscal Year 2017: ¥15,080,000 (Direct Cost: ¥11,600,000、Indirect Cost: ¥3,480,000)
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| Keywords | 身体活動 / 行動・状態推定 / 介入指導 |
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| Outline of Final Research Achievements |
In this study, we newly developed (1) a research-grade wrist-worn activity/sleep monitor with Bluetooth, (2) an app which can be used for surveys which use ecological momentary assessment and (3) an integrated IoT platform which enables data collection, analysis and feedback using wearable/mobile devices in real time in daily life. Using these innovative technologies, we conducted a proof-of-concept study to evaluate the feasibility and the effectiveness of a JITAI aimed at fixing sleep pattern of working people. Over two-week study period, participants in intervention group received a text message that informed their sleep debt status every morning. Our preliminary analysis showed that intra-individual variation of the sleep state was smaller in the intervention group than in the control group. The results showed the feasibility of a JITAI in a field study and suggest the effectiveness of a JITAI in improvement of sleep hygiene of working people.
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| Academic Significance and Societal Importance of the Research Achievements |
JITAIの成功例は、主として実時間介入技術の欠如により国内外ともにほとんど存在しなかった。本研究では専用アプリや実時間睡眠活動計測装置を新規に開発し、大規模データ収集および実時間解析・介入のためのシステムを構築するとともに、フィールドにおける実証実験でJITAIの効果について一定の成果を得た。本研究の取り組みはは、JITAI関連研究を進める上での大きなブレイクスルーとなったと考えられる。
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Report
(4 results)
Research Products
(21 results)
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[Journal Article] Negatively skewed locomotor activity is related to autistic traits and behavioral problems in typically developing children and those with autism spectrum disorders2018
Author(s)
K. Ogino, H. Takahashi, T. Nakamura, J. Kim, H. Kikuchi, T. Nakahachi, K. Ebishima, K. Yoshiuchi, T. Ando, T. Sumiyoshi, A. Stickley, Y. Yamamoto, Y. Kamio
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Journal Title
Front. Hum. Neurosci.
Volume: 12
Pages: 518-518
DOI
Related Report
Peer Reviewed / Open Access / Int'l Joint Research
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[Journal Article] Acoustic hyper-reactivity and negatively skewed locomotor activity in children with autism spectrum disorders: an exploratory study2018
Author(s)
H. Takahashi, T. Nakamura, J. Kim, H. Kikuchi, T. Nakahachi, M. Ishitobi, K. Yoshiuchi, T. Ando, A. Stickley, Y. Yamamoto, Y. Kamio
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Journal Title
Front. Psychiatry
Volume: 9
Pages: 355-355
DOI
Related Report
Peer Reviewed / Open Access / Int'l Joint Research
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