Centre for Primary Care, Wolfson Institute of Population Health Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom.
Manchester Centre for Health Psychology, Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom.
J Med Internet Res. 2023 Aug 17;25:e47436. doi: 10.2196/47436.
The Healthier You National Health Service Digital Diabetes Prevention Programme (NHS-digital-DPP) is a 9-month digital behavior change intervention delivered by 4 independent providers that is implemented nationally across England. No studies have explored the design features included by service providers of digital diabetes prevention programs to promote engagement, and little is known about how participants of nationally implemented digital diabetes prevention programs such as this one make use of them.
This study aimed to understand engagement with the NHS-digital-DPP. The specific objectives were to describe how engagement with the NHS-digital-DPP is promoted via design features and strategies and describe participants' early engagement with the NHS-digital-DPP apps.
Mixed methods were used. The qualitative study was a secondary analysis of documents detailing the NHS-digital-DPP intervention design and interviews with program developers (n=6). Data were deductively coded according to an established framework of engagement with digital health interventions. For the quantitative study, anonymous use data collected over 9 months for each provider representing participants' first 30 days of use of the apps were obtained for participants enrolled in the NHS-digital-DPP. Use data fields were categorized into 4 intervention features (Track, Learn, Coach Interactions, and Peer Support). The amount of engagement with the intervention features was calculated for the entire cohort, and the differences between providers were explored statistically.
Data were available for 12,857 participants who enrolled in the NHS-digital-DPP during the data collection phase. Overall, 94.37% (12,133/12,857) of those enrolled engaged with the apps in the first 30 days. The median (IQR) number of days of use was 11 (2-25). Track features were engaged with the most (number of tracking events: median 46, IQR 3-22), and Peer Support features were the least engaged with, a median value of 0 (IQR 0-0). Differences in engagement with features were observed across providers. Qualitative findings offer explanations for the variations, including suggesting the importance of health coaches, reminders, and regular content updates to facilitate early engagement.
Almost all participants in the NHS-digital-DPP started using the apps. Differences across providers identified by the mixed methods analysis provide the opportunity to identify features that are important for engagement with digital health interventions and could inform the design of other digital behavior change interventions.
国家卫生服务数字化糖尿病预防计划(NHS-digital-DPP)是一项由 4 个独立提供商提供的为期 9 个月的数字行为改变干预措施,在英格兰全国范围内实施。目前尚无研究探讨数字糖尿病预防计划服务提供商所包含的设计特点,以促进参与度,也几乎不了解参与者如何使用这种全国范围内实施的数字糖尿病预防计划。
本研究旨在了解与 NHS-digital-DPP 的参与情况。具体目标是描述通过设计特点和策略如何促进 NHS-digital-DPP 的参与度,并描述参与者对 NHS-digital-DPP 应用程序的早期参与情况。
使用混合方法。定性研究是对详细描述 NHS-digital-DPP 干预设计的文件和对计划开发人员(n=6)的访谈进行的二次分析。根据数字健康干预措施参与度的既定框架,对数据进行了演绎式编码。对于定量研究,为参加 NHS-digital-DPP 的参与者获取了每个提供商在 9 个月内收集的匿名使用数据,代表参与者使用应用程序的前 30 天。使用数据字段分为 4 个干预特征(跟踪、学习、教练互动和同伴支持)。计算了整个队列的干预特征的参与度,并对提供者之间的差异进行了统计探索。
在数据收集阶段,有 12857 名参与者参加了 NHS-digital-DPP,可获得数据。总体而言,94.37%(12133/12857)的参与者在最初的 30 天内使用了应用程序。中位数(IQR)使用天数为 11 天(2-25)。跟踪功能的参与度最高(跟踪事件数量:中位数 46,IQR 3-22),同伴支持功能的参与度最低,中位数为 0(IQR 0-0)。在提供者之间观察到功能参与度的差异。定性研究结果为这些差异提供了解释,包括表明健康教练、提醒和定期内容更新的重要性,以促进早期参与。
NHS-digital-DPP 的几乎所有参与者都开始使用该应用程序。混合方法分析确定的提供者之间的差异为确定与数字健康干预措施参与度相关的重要特征提供了机会,并可为其他数字行为改变干预措施的设计提供信息。