Department of Public Health, University of Otago Wellington, Wellington, New Zealand.
Biostatistical Group, Dean's Department, University of Otago Wellington, Wellington, New Zealand.
J Med Internet Res. 2020 Dec 1;22(12):e19150. doi: 10.2196/19150.
Technology-assisted self-management programs are increasingly recommended to patients with long-term conditions such as diabetes. However, there are a number of personal and external factors that affect patients' abilities to engage with and effectively utilize such programs. A randomized controlled trial of a multi-modal online program for diabetes self-management (BetaMe/Melon) was conducted in a primary care setting, and a process evaluation was completed at the end of the study period.
This process evaluation aimed to examine the utilization patterns of BetaMe/Melon, identify which components participants found most (and least) useful, and identify areas of future improvement.
Process evaluation data were collected for intervention arm participants from 3 sources: (1) the mobile/web platform (to identify key usage patterns over the 16-week core program), (2) an online questionnaire completed during the final study assessment, and (3) interviews conducted with a subset of participants following the study period. Participants were classified as "actively engaged" if any usage data was recorded for the participant (in any week), and patterns were reported by age, gender, ethnicity, and diabetes/prediabetes status. The online questionnaire asked participants about the usefulness of the program and whether they would recommend BetaMe/Melon to others according to a 5-point Likert Scale. Of 23 invited participants, 18 participated in a digitally recorded, semistructured telephone interview. Interview data were thematically analyzed.
Out of the 215 participants, 198 (92%) received an initial health coaching session, and 160 (74%) were actively engaged with the program at some point during the 16-week core program. Engagement varied by demographic, with women, younger participants, and ethnic majority populations having higher rates of engagement. Usage steadily declined from 50% at Week 0 to 23% at Week 15. Participants ranked component usefulness as education resources (63.7%), health coaches (59.2%), goal tracking (48.8%), and online peer support (42.1%). Although 53% agreed that the program was easy to use, 64% would recommend the program to others. Interview participants found BetaMe/Melon useful overall, with most identifying beneficial outcomes such as increased knowledge, behavioral changes, and weight loss. Barriers to engagement were program functionality, internet connectivity, incomplete delivery of all program components, and participant motivation. Participants suggested a range of improvements to the BetaMe/Melon program.
The program was generally well received by participants; active engagement was initially high, although it declined steadily. Maintaining participant engagement over time, individualizing programs, and addressing technical barriers are important to maximize potential health benefits from online diabetes self-management programs.
Australian New Zealand Clinical Trial Registry ACTRN12617000549325; https://tinyurl.com/y622b27q.
技术辅助的自我管理计划越来越多地推荐给患有糖尿病等长期疾病的患者。然而,有许多个人和外部因素影响患者参与和有效利用这些计划的能力。在初级保健环境中对糖尿病自我管理的多模式在线计划(BetaMe/Melon)进行了一项随机对照试验,并在研究结束时完成了过程评估。
本过程评估旨在检查 BetaMe/Melon 的使用模式,确定参与者认为最有用(和最无用)的部分,并确定未来改进的领域。
从 3 个来源收集干预组参与者的过程评估数据:(1)移动/网络平台(以识别 16 周核心计划期间的关键使用模式),(2)在最后一次研究评估期间完成的在线问卷,以及(3)在研究结束后对部分参与者进行的访谈。如果记录了参与者的任何使用数据(在任何一周),则将参与者分类为“积极参与”,并按年龄、性别、种族和糖尿病/前期糖尿病状况报告模式。在线问卷根据 5 分李克特量表询问参与者该计划的有用性以及他们是否会向他人推荐 BetaMe/Melon。在 23 名受邀参与者中,有 18 名参加了数字记录的半结构化电话访谈。对访谈数据进行了主题分析。
在 215 名参与者中,198 名(92%)接受了初始健康教练咨询,160 名(74%)在 16 周核心计划的某个阶段积极参与该计划。参与率因人口统计学因素而异,女性、年轻参与者和多数族裔人群的参与率更高。使用率从第 0 周的 50%稳步下降到第 15 周的 23%。参与者将组件有用性评为教育资源(63.7%)、健康教练(59.2%)、目标跟踪(48.8%)和在线同行支持(42.1%)。尽管 53%的人认为该计划易于使用,但 64%的人会向他人推荐该计划。访谈参与者总体上认为 BetaMe/Melon 很有用,大多数人认为增加了知识、行为改变和体重减轻等有益结果。参与的障碍是计划功能、互联网连接、计划所有组件的交付不完整以及参与者的动机。参与者对 BetaMe/Melon 计划提出了一系列改进建议。
该计划普遍受到参与者的好评;最初的积极参与率很高,但稳步下降。随着时间的推移保持参与者的参与度、个性化计划以及解决技术障碍对于最大限度地提高在线糖尿病自我管理计划的潜在健康益处非常重要。
澳大利亚和新西兰临床试验注册 ACTRN12617000549325;https://tinyurl.com/y622b27q。