Yu Maggie, Neate Sandra, Simpson-Yap Steve, Davenport Rebekah, Bevens William, Jelinek George, Reece Jeanette
Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia.
Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Melbourne, Australia.
JMIR Hum Factors. 2025 May 26;12:e59363. doi: 10.2196/59363.
Web-based health courses providing lifestyle-related information can potentially increase knowledge, facilitate behavior change, and improve health outcomes for people living with multiple sclerosis (MS). Despite the low engagement with web-based programs by this population, few studies have evaluated factors influencing engagement. This study evaluated engagement with our 6-week lifestyle-related course (Multiple Sclerosis Online Course; MSOC) by participants enrolled in a large, international randomized controlled trial, as well as preliminary outcomes.
This study aimed to quantitatively assess engagement with the MSOC (the intervention course [IC] and standard-care course [SCC]), motivators of and barriers to participants' course completion, course satisfaction, engagement with the community forum, and intentions to implement lifestyle changes.
We collected data via a baseline survey before course commencement and an evaluation survey 1 month after the 6-week course. Course completers were queried on motivators of completion, course satisfaction, previous knowledge, forum participation, and intentions to adopt lifestyle changes. Noncompleters were queried on barriers to course completion. Differences between the 2 study arms were examined using chi-square and 2-tailed t tests. Multivariable linear regression models assessed factors (sociodemographic and course and health related) associated with participants' intentions to adopt lifestyle changes adjusting for baseline lifestyle factors. Moderation analyses were conducted to test group differences.
Of the 857 participants, 442 (51.6%) completed the MSOC (IC: n=218, 49.3%; SCC: n=224, 50.7%), and 291 (34%) completed the evaluation survey (n=254, 87.3% course completers; n=37, 12.7% noncompleters). Key motivators of course completion included an interest in participating in MS research, optimizing health, course flexibility, and relevant and useful course content. Barriers to course completion included time constraints and technical issues. Most course completers rated the MSOC as "excellent/very good" (IC: 92/126, 73%; SCC: 78/128, 60.9%; P=.17). Engagement with the facilitator-led community forum was higher in the IC than in the SCC (56/126, 44.4% vs 32/128, 25%; P=.003). More IC completers versus SCC completers expressed their intention to adopt dietary changes (89/125, 71.2% vs 74/127, 58.3%; P=.04), increase their sun exposure (82/124, 66.1% vs 62/124, 50%; P=.01), supplement with omega-3 (84/125, 67.2% vs 60/126, 47.6%; P=.004), and practice meditation (85/124, 68.5% vs 66/126, 52.4%; P=.009). Forum engagement, course satisfaction, new course content, and an interest in receiving additional course content were associated with intentions to adopt lifestyle changes across both study arms.
The web-based lifestyle IC provided new and satisfactory content and facilitated intentions to adopt lifestyle changes. Positive associations between engagement with the community forum and intentions to implement lifestyle changes and identifying barriers to completion such as time constraints provide important insights to inform the design of future digital health interventions for people living with MS and possibly other chronic conditions.
Australian New Zealand Clinical Trials Registry (ANZCTR) ACTRN12621001605886; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=382778&isReview=true.
提供与生活方式相关信息的网络健康课程有可能增加知识、促进行为改变,并改善多发性硬化症(MS)患者的健康状况。尽管该人群对网络课程的参与度较低,但很少有研究评估影响参与度的因素。本研究评估了参与一项大型国际随机对照试验的参与者对我们为期6周的与生活方式相关课程(多发性硬化症在线课程;MSOC)的参与度以及初步结果。
本研究旨在定量评估对MSOC(干预课程[IC]和标准护理课程[SCC])的参与度、参与者完成课程的动机和障碍、课程满意度、对社区论坛的参与度以及实施生活方式改变的意愿。
我们在课程开始前通过基线调查以及在为期6周的课程结束后1个月通过评估调查收集数据。对课程完成者询问完成课程的动机、课程满意度、先前知识、论坛参与度以及采用生活方式改变的意愿。对未完成者询问课程完成的障碍。使用卡方检验和双尾t检验检查两个研究组之间的差异。多变量线性回归模型评估与参与者采用生活方式改变的意愿相关的因素(社会人口统计学、课程和健康相关因素),并对基线生活方式因素进行调整。进行调节分析以检验组间差异。
在857名参与者中,442名(51.6%)完成了MSOC(IC组:n = 218,49.3%;SCC组:n = 224,50.7%),291名(34%)完成了评估调查(n = 254,87.3%为课程完成者;n = 37,12.7%为未完成者)。课程完成的关键动机包括对参与MS研究的兴趣、优化健康、课程灵活性以及相关且有用的课程内容。课程完成的障碍包括时间限制和技术问题。大多数课程完成者将MSOC评为“优秀/非常好”(IC组:92/126,73%;SCC组:78/128,60.9%;P = 0.17)。IC组中与主持人主导的社区论坛的互动高于SCC组(56/126,44.4%对32/128,25%;P = 0.003)。与SCC组完成者相比,更多IC组完成者表示他们打算改变饮食(89/125,71.2%对74/127,58.3%;P = 0.04)、增加日晒(82/124,66.1%对62/124,50%;P = 0.01)、补充ω-3(84/125,67.2%对60/126,47.6%;P = 0.004)以及练习冥想(85/124,68.5%对66/126,52.4%;P = 有关论坛参与度、课程满意度、新的课程内容以及对接收额外课程内容的兴趣与两个研究组采用生活方式改变的意愿相关。
基于网络的生活方式IC提供了新的且令人满意的内容,并促进了采用生活方式改变的意愿。与社区论坛的互动与实施生活方式改变的意愿之间的积极关联以及识别诸如时间限制等完成障碍为为MS患者以及可能其他慢性病患者设计未来的数字健康干预措施提供了重要见解。
澳大利亚新西兰临床试验注册中心(ANZCTR)ACTRN12621001605886;https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=382778&isReview=true。 0.009)。