Division of Endocrinology, Metabolism and Nutrition, Duke University School of Medicine, Durham, NC, United States.
Center for Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Medical Center, Durham, NC, United States.
J Med Internet Res. 2021 Jan 20;23(1):e17537. doi: 10.2196/17537.
BACKGROUND: Type 2 diabetes affects 30 million Americans, representing a significant cause of morbidity and mortality. Self-management support is an important component of chronic illness care and is a key pillar of the chronic care model. Face-to-face teaching and patient education materials suffer from being static or incompatible with mobile lifestyles. Digital apps provide a self-management support alternative that is convenient and scalable. OBJECTIVE: This pilot study tested the real-world deployment of a self-guided mobile app for diabetes education (Time2Focus app; MicroMass Communications Inc, Cary, NC), which utilizes evidence-based content and gamification to deliver an interactive learning experience. METHODS: Primary care providers were approached for permission to invite their patients to participate. Eligible patients were 18 to 89 years of age, had a diagnosis of type 2 diabetes, hemoglobin A1c (HbA1c) ≥8% and <12% in the past 3 months, an active online patient portal account (tied to the electronic health record), and access to an iOS or Android smartphone. Interested patients were emailed a baseline survey, and once this was completed, were sent instructions for downloading the Time2Focus app. After completing all 12 levels, participants were sent a follow-up survey. The primary outcome was the change in HbA1c. Secondary outcomes included medication adherence, self-care activities, self-reporting of physical activities, diabetes self-efficacy, illness perceptions, diabetes distress scale, and users' engagement with and rating of the app. RESULTS: Of 1355 potentially eligible patients screened, 201 were consented. Of these 201 patients, 101 (50.2%) did not download the app. Of the 100 participants (49.8%) who downloaded the app, 16 (16.0%) completed 0 levels, 26 (26.0%) completed 1 to 4 levels, 10 (10.0%) completed 5 to 11 levels, and 48 (48.0%) completed all 12 levels of the app and the follow-up survey. Those completing one or more levels had a mean pre/post-HbA1c change of -0.41% (compared to -0.32% among those who completed zero levels); however, the unadjusted two-tailed t test indicated no significant difference between the two groups (P=.73). Diabetes self-efficacy showed a large and significant increase during app usage for completers (mean change 1.28, P<.001, d=.83). Severity of illness perceptions showed a small but significant decrease during app usage for completers (mean change -0.51, P=.004, d=.43). Diabetes distress showed a small but significant decrease during app usage for completers (mean change -0.45, P=.006, d=.41). The net promoter score was 62.5, indicating that those who completed all levels of the app rated it highly and would recommend it to others. CONCLUSIONS: Participants who engaged in all 12 levels of the Time2Focus mobile app showed an improvement in diabetes self-efficacy and a decrease in severity of illness perceptions. The decrease in HbA1c observed in app users relative to nonusers during this limited pilot study was not statistically significant. However, uptake and application of lessons learned from self-management support may be delayed. Further research is needed to address how to increase engagement through self-management support and to investigate if follow up over a longer period demonstrates a significant change in outcomes such as HbA1c.
背景:2 型糖尿病影响了 3000 万美国人,这是发病率和死亡率的重要原因。自我管理支持是慢性病护理的重要组成部分,也是慢性病护理模式的关键支柱。面对面教学和患者教育材料存在静态或与移动生活方式不兼容的问题。数字应用程序提供了一种方便且可扩展的自我管理支持替代方案。
目的:本试点研究测试了一种用于糖尿病教育的自我引导移动应用程序(Time2Focus 应用程序;MicroMass Communications Inc,卡里,NC)的真实世界部署,该应用程序利用循证内容和游戏化提供互动学习体验。
方法:向初级保健提供者征求邀请患者参与的许可。符合条件的患者年龄在 18 至 89 岁之间,过去 3 个月内诊断为 2 型糖尿病,糖化血红蛋白(HbA1c)≥8%且<12%,有活跃的在线患者门户账户(与电子健康记录相关联),并且可以访问 iOS 或 Android 智能手机。有兴趣的患者会收到基线调查的电子邮件,一旦完成,就会收到下载 Time2Focus 应用程序的说明。完成所有 12 个级别后,参与者会收到后续调查。主要结果是 HbA1c 的变化。次要结果包括药物依从性、自我护理活动、体力活动自我报告、糖尿病自我效能、疾病认知、糖尿病困扰量表以及用户对应用程序的参与度和评分。
结果:在筛选出的 1355 名可能符合条件的患者中,有 201 名获得了同意。在这 201 名患者中,有 101 名(50.2%)未下载该应用程序。在 100 名下载该应用程序的参与者(49.8%)中,16 名(16.0%)完成了 0 个级别,26 名(26.0%)完成了 1 到 4 个级别,10 名(10.0%)完成了 5 到 11 个级别,48 名(48.0%)完成了该应用程序的所有 12 个级别和后续调查。完成一个或多个级别的患者的平均 HbA1c 变化前后为-0.41%(而完成零级别的患者为-0.32%);然而,未调整的双尾 t 检验表明两组之间没有显著差异(P=.73)。在应用程序使用期间,糖尿病自我效能表现出显著增加(平均变化 1.28,P<.001,d=.83)。在应用程序使用期间,严重程度的疾病认知表现出显著下降(平均变化-0.51,P=.004,d=.43)。在应用程序使用期间,糖尿病困扰表现出显著下降(平均变化-0.45,P=.006,d=.41)。净推荐值为 62.5,表明完成应用程序所有 12 个级别的参与者对其评价很高,并会向他人推荐。
结论:参与 Time2Focus 移动应用程序所有 12 个级别的参与者表现出糖尿病自我效能的提高和疾病认知严重程度的降低。在这项有限的试点研究中,与非使用者相比,应用程序使用者的 HbA1c 下降没有统计学意义。然而,自我管理支持方面的经验教训的采用可能会延迟。需要进一步研究如何通过自我管理支持来提高参与度,并研究在更长时间内是否会对 HbA1c 等结果产生显著变化。
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