医疗保健专业人员对基于人工智能 (AI) 的移动应用程序 (app) 的看法,用于糖尿病教育和行为管理
Phei-Ching Lim1,2, Yung-Wey Chong3, Qiu-Ting Chie4
1School of Pharmaceutical Sciences, Universiti Sains Malaysia, Minden, Penang, Malaysia.
Digital health
|March 31, 2025
概括
马来西亚的医疗保健专业人员认为人工智能移动应用程序在糖尿病管理方面具有潜力,但人们对可访问性,数据隐私和行为改变有效性的担忧阻碍了其采用. 解决这些问题是成功实施的关键.
科学领域:
- 数字健康数字健康
- 人工智能在医学中的应用
- 糖尿病管理 糖尿病管理
背景情况:
- 全球和马来西亚糖尿病患病率正在迅速增加.
- 带有人工智能 (AI) 的移动健康应用程序提供个性化的糖尿病教育和行为修改.
- 低采用率与有限的认识和技术障碍有关,特别是在老年人中.
研究的目的:
- 探索马来西亚医疗保健专业人员 (HCP) 在糖尿病教育和行为管理的移动应用中对AI的观点.
主要方法:
- 质量研究涉及19名马来西亚医疗保健人员的半结构面试.
- 采访通过视频会议进行,记录,转录,并使用专题分析进行分析.
- NVivo 14软件用于数据分析.
主要成果:
- 医疗人员对人工智能应用程序表示积极看法,以持续,个性化糖尿病教育和实时反.
- 关键主题包括接受,对患者行为的影响,所需的技能,障碍,特征,信息需求和采用策略.
- 人们对老年人的可访问性,数据隐私以及应用程序在没有人类支持的情况下改变根深蒂固的行为能力表示担忧.
结论:
- 基于人工智能的移动应用程序显示出改善糖尿病管理的前景.
- 成功实施需要解决诸如用户友好性,全面教育和数据保护等挑战.
- 未来的研究应该专注于患者的结果,并将人类支持与人工智能能力相结合.
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