Neurotrack Technologies Inc, Redwood City, CA, United States.
Exercise Science Research Center, Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR, United States.
JMIR Mhealth Uhealth. 2019 Oct 25;7(10):e15733. doi: 10.2196/15733.
As the global prevalence of dementia continues to rise, multidomain lifestyle interventions that address modifiable risk factors associated with pathological cognitive decline are increasing. Although some digital options have been developed to increase the reach and scalability of these programs, because of cultural differences, the efficacy of the programs in one population cannot easily be generalized to populations in other countries.
This investigation aimed to examine the usability and engagement of a digitally delivered multidomain cognitive lifestyle intervention developed in the United States for a Japanese population.
This feasibility investigation utilized a quasi-experimental, single-arm, nonrandomized, longitudinal design where participants engaged in the behavioral intervention on a smartphone. Of the 559 participants that initially enrolled (age: mean 51 years, SD 7.5 years; 51.7% female [289/559]), 242 completed the final testing trial. Participants enrolled in a multidomain lifestyle program that consisted of (1) psychoeducational material, (2) physical activity tracker, (3) nutrition tracker, (4) audio-based meditations, and (5) health coaching. Engagement with the program was assessed through the total number of app sessions and the use of the exercise, diet, and meditation tracking features within the app. The total number of minutes exercised was collected through subjective user inputs, and nutrition was quantified by the Mediterranean-DASH Intervention for Neurodegenerative Delay diet adherence score.
Significant relationships existed between overall nutrition score and frequency of nutrition tracking (r=0.18), frequency of physical activity tracking (r=0.19), and the total number of minutes exercised (r=0.22). Total minutes exercised was significantly correlated with total app sessions (r=0.57), frequency of physical activity tracking (r=0.85), frequency of nutrition tracking (r=0.64), number of times participants meditated (r=0.46), and total lessons read (r=0.36). The number of completed lessons was significantly related to frequency of physical activity tracking (r=0.40), frequency of nutrition tracking (r=0.43), the total number of times participants meditated (r=0.35), and total minutes exercised (r=0.33). Dividing the cohort into two groups based on lesson completion (<10 lessons completed vs ≥10 lessons completed), significant differences were observed between the total minutes exercised, frequency of physical activity tracking, frequency of nutrition tracking, and total number of times participants meditated (all P values <.01).
Overall, this cross-cultural feasibility study in Japanese users demonstrated that the various engagement metrics were significantly correlated, and greater engagement was related to improved nutrition scores and increased time exercising. In addition, the relationships between lesson completion and other engagement metrics suggest that there may be value in exploring mechanisms that enhance lesson completion. Future research should examine the program in randomized control trials to more rigorously evaluate program efficacy.
随着全球痴呆症患病率的持续上升,针对与病理性认知衰退相关的可改变风险因素的多领域生活方式干预措施越来越多。尽管已经开发出一些数字选项来增加这些项目的覆盖面和可扩展性,但由于文化差异,一个人群中的项目效果不能轻易推广到其他国家的人群。
本研究旨在检验一种为日本人群开发的、通过数字方式提供的多领域认知生活方式干预措施的可用性和参与度。
这项可行性研究采用了准实验、单臂、非随机、纵向设计,参与者通过智能手机参与行为干预。在最初登记的 559 名参与者(年龄:平均 51 岁,标准差 7.5 岁;51.7%为女性[559 名中的 289 名])中,有 242 名完成了最后一次测试试验。参与者参加了一个多领域生活方式项目,其中包括(1)心理教育材料,(2)体育活动追踪器,(3)营养追踪器,(4)基于音频的冥想,以及(5)健康指导。通过应用程序中的应用程序会话总数和使用锻炼、饮食和冥想跟踪功能来评估参与度。通过主观用户输入收集锻炼的总分钟数,通过地中海- DASH 神经退行性延迟饮食依从性评分量化营养。
营养评分与营养跟踪频率(r=0.18)、身体活动跟踪频率(r=0.19)和锻炼总分钟数(r=0.22)之间存在显著关系。锻炼的总分钟数与应用程序会话总数(r=0.57)、身体活动跟踪频率(r=0.85)、营养跟踪频率(r=0.64)、参与者冥想次数(r=0.46)和阅读总课程数(r=0.36)显著相关。完成的课程数与身体活动跟踪频率(r=0.40)、营养跟踪频率(r=0.43)、参与者冥想次数(r=0.35)和锻炼总分钟数(r=0.33)显著相关。根据课程完成情况将队列分为两组(完成课程数<10 与完成课程数≥10),在锻炼总分钟数、身体活动跟踪频率、营养跟踪频率和参与者冥想次数方面观察到显著差异(所有 P 值均<.01)。
总体而言,这项针对日本用户的跨文化可行性研究表明,各种参与度指标之间存在显著相关性,而更高的参与度与改善的营养评分和增加的锻炼时间有关。此外,课程完成情况与其他参与度指标之间的关系表明,探索增强课程完成情况的机制可能具有价值。未来的研究应该在随机对照试验中检验该方案,以更严格地评估方案的效果。