Efficacy of remote self-management education and aid system using artificial intelligence for patients with chronic diseases
| Project/Area Number |
17H04439
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| Research Category |
Grant-in-Aid for Scientific Research (B)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Clinical nursing
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| Research Institution | Hiroshima University |
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Principal Investigator |
Kazawa Kana 広島大学, 医系科学研究科(保), 助教 (10740102)
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| Co-Investigator(Kenkyū-buntansha) |
米田 真康 広島大学, 医系科学研究科(医), 寄附講座教授 (30508130)
森山 美知子 広島大学, 医系科学研究科(保), 教授 (80264977)
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| Project Period (FY) |
2017-04-01 – 2020-03-31
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| Project Status |
Completed (Fiscal Year 2019)
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| Budget Amount *help |
¥17,160,000 (Direct Cost: ¥13,200,000、Indirect Cost: ¥3,960,000)
Fiscal Year 2019: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2018: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2017: ¥12,870,000 (Direct Cost: ¥9,900,000、Indirect Cost: ¥2,970,000)
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| Keywords | 慢性病看護学 / 遠隔看護 / 糖尿病 / 慢性疾患 / 人工知能 / 看護学 |
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| Outline of Final Research Achievements |
In this research, we carried out two studies to identify new latent knowledge and effective interventions based on the data of remote nursing for patients with chronic diseases that we have developed over many years and the experiences from expert nurses. (Study 1) We developed an optimal telenursing algorithm to promote relationship building and behavior change when the nurses provide health guidance for patients with chronic diseases. (Study 2) We developed a system to determine the patients’ willingness to change behavior based on the utterance content and voice characteristics of the patient by analyzing the voice data of health guidance.
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| Academic Significance and Societal Importance of the Research Achievements |
看護師の臨床現場において、限られた時間、人材が通常看護を提供する中で、質の高い保健指導を提供する支援や効果的な教育な教育の仕組みが求められている。そのため、本研究を活用した保健指導を支援するシステムを開発することにより、保健指導の質の向上、平準化を試みることの臨床的意義は非常に高いと考える。
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Report
(4 results)
Research Products
(11 results)
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[Journal Article] Nurse-Led Collaborative Management Using Telemonitoring Improves Quality of Life and Prevention of Rehospitalization in Patients with Heart Failure2019
Author(s)
Mizukawa M, Moriyama M, Yamamoto H, Rahman MM, Naka M, Kitagawa T, Kobayashi S, Oda N, Yasunobu Y, Tomiyama M, Morishita N, Matsuda K, Kihara Y.
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Journal Title
International Heart Journal
Volume: 60
Issue: 6
Pages: 1293-1302
DOI
NAID
ISSN
1349-2365, 1349-3299
Year and Date
2019-11-30
Related Report
Peer Reviewed / Open Access / Int'l Joint Research
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