User Retention and Engagement in the Digital-Based Diabetes Education and Self-Management for Ongoing and Newly Diagnosed (myDESMOND) Program: Descriptive Longitudinal Study.

Q2 Medicine JMIR Diabetes Pub Date : 2023-07-21 DOI:10.2196/44943
Mary M Barker, Radhika Chauhan, Melanie J Davies, Christopher Brough, Alison Northern, Bernie Stribling, Sally Schreder, Kamlesh Khunti, Michelle Hadjiconstantinou
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Abstract

Background: Digital health interventions have the potential to improve the physical and psychosocial health of people living with type 2 diabetes. However, research investigating the long-term (≥1 year) retention and engagement of users within these programs is limited.

Objective: The aim of this study was to evaluate long-term user retention and engagement in the digital-based Diabetes Education and Self-Management for Ongoing and Newly Diagnosed (myDESMOND) program, using real-world data.

Methods: Anonymized data from all myDESMOND users who registered with the program on or before November 16, 2020, were included in the analyses. User retention was defined as the period between the day a user registered with the myDESMOND program and their last day of access. The primary engagement outcome was defined as the total number of log-ins to the program per user. The associations between retention, engagement, and sociodemographic factors (age, sex, and ethnicity) were tested using Cox regression models and Wilcoxon rank sum tests.

Results: A total of 9522 myDESMOND users were included in this analysis. Of the 9522 users, 5360 (56.29%) remained on the program for at least a month, whereas 1676 (17.6%) remained on the program for at least 1 year. Retention was significantly higher among older users; the adjusted hazard ratio (representing the risk of users leaving the program within the first year) among users aged ≥50 years, compared with those aged <50 years, was 0.79 (95% CI 0.75-0.84; P<.001). The median number of myDESMOND log-ins per user was 8 (IQR 4-8); however, this was significantly lower among users aged <50 years (P<.001). Engagement metrics also differed according to sociodemographic characteristics; the estimated time spent per log-in was 5.35 (IQR 2.22-11.80) minutes among all users; however, this was significantly higher among female users (P<.001), users aged ≥50 years (P<.001), and users of White ethnicity (P=.02).

Conclusions: Although retention and engagement of users within myDESMOND were found to be high, these findings highlight the need for age- and culture-specific implementation strategies and content adaptations to improve retention and engagement among all users of self-management programs.

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正在进行和新诊断的数字化糖尿病教育和自我管理(myDESMOND)项目的用户留存率和参与度:描述性纵向研究。
背景:数字健康干预措施有可能改善2型糖尿病患者的身体和心理健康。然而,调查这些项目中用户的长期(≥1年)留存率和参与度的研究是有限的。目的:本研究的目的是利用真实世界的数据,评估基于数字化的持续和新诊断糖尿病教育和自我管理(myDESMOND)项目的长期用户留存率和参与度。方法:在2020年11月16日或之前注册的所有myDESMOND用户的匿名数据被纳入分析。用户保留时间定义为用户在myDESMOND程序中注册到最后访问日期之间的时间段。主要粘性结果被定义为每个用户登录程序的总次数。留存率、参与度和社会人口学因素(年龄、性别和种族)之间的关联使用Cox回归模型和Wilcoxon秩和检验进行检验。结果:共有9522名myDESMOND用户被纳入本分析。在9522名用户中,5360名(56.29%)至少使用了一个月,而1676名(17.6%)至少使用了1年。老用户的留存率明显更高;结论:尽管发现myDESMOND用户的留存率和参与度很高,但这些发现强调需要针对年龄和文化的实施策略和内容调整,以提高自我管理项目所有用户的留存率和参与度。
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来源期刊
JMIR Diabetes
JMIR Diabetes Computer Science-Computer Science Applications
CiteScore
4.00
自引率
0.00%
发文量
35
审稿时长
16 weeks
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