Stanford Prevention Research Center, Department of Medicine, Stanford University, Palo Alto, CA, United States.
BeMe Health, Miami, FL, United States.
JMIR Mhealth Uhealth. 2023 Aug 28;11:e47183. doi: 10.2196/47183.
Adolescents face unprecedented mental health challenges, and technology has the opportunity to facilitate access and support digitally connected generations. The combination of digital tools and live human connection may hold particular promise for resonating with and flexibly supporting young people's mental health.
This study aimed to describe the BeMe app-based platform to support adolescents' mental health and well-being and to examine app engagement, usability, and satisfaction.
Adolescents in the United States, aged 13 to 20 years, were recruited via the web and enrolled between September 1 and October 31, 2022. App engagement, feature use, clinical functioning, and satisfaction with BeMe were examined for 30 days. BeMe provides content based on cognitive behavioral therapy, dialectical behavior therapy, motivational interviewing, and positive psychology; interactive activities; live text-based coaching; links to clinical services; and crisis support tools (digital and live).
The average age of the sample (N=13,421) was 15.04 (SD 1.7) years, and 56.72% (7612/13,421) identified with she/her pronouns. For the subsample that completed the in-app assessments, the mean scores indicated concern for depression (8-item Patient Health Questionnaire mean 15.68/20, SD 5.9; n=239), anxiety (7-item Generalized Anxiety Disorder Questionnaire mean 13.37/17, SD 5.0; n=791), and poor well-being (World Health Organization-Five Well-being Index mean 30.15/100, SD 16.1; n=1923). Overall, the adolescents engaged with BeMe for an average of 2.38 (SD 2.7) days in 7.94 (SD 24.1) sessions and completed 11.26 (SD 19.8) activities. Most adolescents engaged with BeMe's content (12,270/13,421, 91.42%), mood ratings (13,094/13,421, 97.56%), and interactive skills (10,098/13,421, 75.24%), and almost one-fifth of the adolescents engaged with coaching (2539/13,421, 18.92%), clinical resources (2411/13,421, 17.96%), and crisis support resources (2499/13,421, 18.62%). Overall app engagement (total activities) was highest among female and gender-neutral adolescents compared with male adolescents (all P<.001) and was highest among younger adolescents (aged 13-14 years) compared with all other ages (all P<.001). Satisfaction ratings were generally high for content (eg, 158/176, 89.8% rated as helpful and 1044/1139, 91.66% improved coping self-efficacy), activities (5362/8468, 63.32% helpful and 4408/6072, 72.6% useful in coping with big feelings), and coaching (747/894, 83.6% helpful and 747/894, 83.6% improved coping self-efficacy). Engagement (total activities completed) predicted the likelihood of app satisfaction (P<.001).
Many adolescents downloaded the BeMe app and completed multiple sessions and activities. Engagement with BeMe was higher among female and younger adolescents. Ratings of BeMe's content, activities, and coaching were very positive for cognitive precursors aimed at reducing depression and anxiety and improving well-being. The findings will inform future app development to promote more sustained engagement, and future evaluations will assess the effects of BeMe on changes in mental health outcomes.
青少年面临前所未有的心理健康挑战,而技术有机会通过数字连接的方式为他们提供支持。数字工具与实时人工连接的结合可能特别有助于引起和灵活支持年轻人的心理健康。
本研究旨在描述基于 BeMe 应用程序的平台,以支持青少年的心理健康和幸福感,并研究应用程序的参与度、可用性和满意度。
通过网络招募年龄在 13 至 20 岁之间的美国青少年,并于 2022 年 9 月 1 日至 10 月 31 日期间进行登记。在 30 天内检查 BeMe 的应用程序参与度、功能使用、临床功能和满意度。BeMe 提供基于认知行为疗法、辩证行为疗法、动机访谈和积极心理学的内容;互动活动;实时文本辅导;临床服务链接;以及危机支持工具(数字和实时)。
样本(N=13421)的平均年龄为 15.04(SD 1.7)岁,其中 56.72%(7612/13421)认同女性代词。对于完成应用内评估的亚样本,平均得分表明对抑郁(8 项患者健康问卷平均 15.68/20,SD 5.9;n=239)、焦虑(7 项广泛性焦虑障碍问卷平均 13.37/17,SD 5.0;n=791)和较差的幸福感(世界卫生组织五项福祉指数平均 30.15/100,SD 16.1;n=1923)的担忧。总体而言,青少年平均每天使用 BeMe 2.38(SD 2.7)天,共完成 7.94(SD 24.1)次会话和 11.26(SD 19.8)次活动。大多数青少年参与了 BeMe 的内容(12270/13421,91.42%)、情绪评分(13094/13421,97.56%)和互动技能(10098/13421,75.24%),近五分之一的青少年参与了辅导(2539/13421,18.92%)、临床资源(2411/13421,17.96%)和危机支持资源(2499/13421,18.62%)。总体应用程序参与度(总活动)在女性和性别中立青少年中最高,而在男性青少年中最低(均 P<.001),在 13-14 岁的青少年中最高,而在所有其他年龄组中最低(均 P<.001)。内容的满意度评分普遍较高(例如,158/176,89.8%认为有帮助,1044/1139,91.66%提高了应对自我效能感),活动(5362/8468,63.32%有帮助,4408/6072,72.6%有助于应对大情绪)和辅导(747/894,83.6%有帮助,747/894,83.6%提高了应对自我效能感)。参与度(完成的总活动)预测了应用程序满意度的可能性(P<.001)。
许多青少年下载了 BeMe 应用程序并完成了多个会话和活动。女性和年轻青少年的 BeMe 参与度更高。BeMe 的内容、活动和辅导的评分非常积极,有助于降低抑郁和焦虑,提高幸福感。研究结果将为未来的应用程序开发提供信息,以促进更持续的参与,未来的评估将评估 BeMe 对心理健康结果变化的影响。