Health Services and Systems Research, Duke-NUS Medical School, Singapore 169857, Singapore.
Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore 828815, Singapore.
Int J Environ Res Public Health. 2022 Nov 21;19(22):15415. doi: 10.3390/ijerph192215415.
(1) Introduction: The ubiquity of mobile phones suggests the potential of mobile health applications to reach patients with type 2 diabetes and engage them to improve self-care. This study aimed to explore personal goals, barriers to self-management and desired mobile health application features to improve self-care among multi-ethnic Asian patients with type 2 diabetes. (2) Methods: We conducted semi-structured interviews with patients with type 2 diabetes ( = 29). Patients were recruited from a multi-disciplinary center for diabetes and metabolism in Singapore, using a purposive sampling strategy. Various visual materials, collated from existing mobile health application features, were used to facilitate the discussion. Interviews were transcribed verbatim and thematically analyzed. (3) Results: A total of 29 patients participated in 11 focus group discussions or one-on-one interviews. Personal goals for self-management were centered around short-term outcome expectancy, such as better glucose control and a reduced number of medications. Self-management was hampered by competing priorities and limited healthy food options when at work, while a lack of tailored advice from healthcare providers further diminished competence. The desired mobile health app features to improve self-care behaviors included quantifiable goal-setting, personalized nudges based on tracked data, built-in resources from credible sources, in-app social support through virtual interaction with peers and healthcare providers, technology-driven novel data logging and user-defined nudges. (4) Conclusions: We identified a set of app features that may foster motivation to engage in lifestyle modification for patients with T2DM. The findings serve to inform the design of artificial intelligence-enabled mobile health application intervention aimed at improving diabetes self-care.
(1)引言:手机的普及表明移动健康应用程序有可能接触到 2 型糖尿病患者,并促使他们改善自我护理。本研究旨在探索多民族亚洲 2 型糖尿病患者的个人目标、自我管理障碍以及改善自我护理所需的移动健康应用程序功能。(2)方法:我们对 29 名 2 型糖尿病患者进行了半结构式访谈。患者是通过新加坡一个多学科糖尿病和代谢中心的有目的抽样策略招募的。使用各种视觉材料,从现有的移动健康应用程序功能中收集,以促进讨论。访谈逐字转录并进行主题分析。(3)结果:共有 29 名患者参加了 11 次焦点小组讨论或一对一访谈。自我管理的个人目标集中在短期预期结果上,如更好的血糖控制和减少药物数量。自我管理受到竞争优先级和工作时有限的健康食品选择的阻碍,而医疗保健提供者提供的针对性建议不足进一步降低了能力。改善自我护理行为的所需移动健康应用程序功能包括可量化的目标设定、基于跟踪数据的个性化提示、来自可信来源的内置资源、通过与同行和医疗保健提供者的虚拟互动进行应用内社交支持、由技术驱动的新型数据记录和用户定义的提示。(4)结论:我们确定了一系列可能有助于激发 2 型糖尿病患者参与生活方式改变的应用程序功能。研究结果为旨在改善糖尿病自我护理的人工智能驱动的移动健康应用程序干预的设计提供了信息。