青少年数字健康项目:纵向前后结果研究。

IF 2 Q3 HEALTH CARE SCIENCES & SERVICES
Katherine Cohen, Andy Rapoport, Elsa Friis, Shannon Hill, Sergey Feldman, Jessica Schleider
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引用次数: 0

摘要

背景:越来越多的年轻人经历心理困扰。学校是传播心理健康支持的理想场所,但它们往往缺乏足够的资源来这样做。数字精神卫生工具是解决这一差距的独特途径。“并肩”数字项目就是这样一个工具,旨在作为一种普遍的预防和早期干预。该平台包括社交情绪学习和自助健康功能,以及一个旨在培养应对技能的人工智能聊天机器人。目的:本评估旨在研究使用应用程序对学生自我报告的心理健康结果的近期影响。方法:我们利用匿名用户数据进行了一项非随机试点实用评估。所有数据都来自目前在德克萨斯州和新墨西哥州就读公立初中和高中的用户,年龄在10到18岁之间。学校积极与学校合作,并批准了所有程序。用户被要求在应用程序注册时以及注册后1个月和3个月填写心理健康问卷。我们进行了预登记分析和探索性分析,以确定症状如何随时间变化,以及哪些因素(如人口统计和应用程序使用)预测了痛苦的变化。结果:分析显示,从基线到1个月,总体痛苦(Young Person's CORE;主要结局)在个人内部的下降具有统计学意义,但效应较小(t42=2.21, P= 0.03, r=0.34);然而,没有证据表明从基线到3个月评分显著下降(W=1821, n=85, P= 0.16)。我们发现,在3个月时,被认为是女同性恋、男同性恋、双性恋、变性人、酷儿和质疑群体的一员预示着痛苦的更大减少;除此之外,没有人口统计学因素是显著的预测因子。在一项未注册的探索性分析中,报告在基线时压力升高的用户子样本中,1个月(W=128, n=20, P= 0.02, r=0.52)和3个月(W=682, n=42, P= 0.004, r=0.45)的压力都有所下降。结论:使用“旁边”数字程序可能有短期的好处。需要进一步的研究来确定潜在的预防效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Alongside Digital Wellness Program for Youth: Longitudinal Pre-Post Outcomes Study.

Background: Youth are increasingly experiencing psychological distress. Schools are ideal settings for disseminating mental health support, but they are often insufficiently resourced to do so. Digital mental health tools represent a unique avenue to address this gap. The Alongside digital program is one such tool, intended as a universal prevention and early intervention. The platform includes social-emotional learning and self-help wellness features as well as an artificial intelligence-powered chatbot designed to build coping skills.

Objective: This evaluation aimed to examine the near-term impact of Alongside app use on students' self-reported mental health outcomes.

Methods: We conducted a nonrandomized pilot pragmatic evaluation leveraging anonymized user data. All data came from current Alongside users attending public middle and high schools in Texas and New Mexico, between 10 and 18 years old. Schools were actively engaged in partnership with Alongside and approved all procedures. Users were asked to complete mental health questionnaires upon app registration and at 1 and 3 months post registration. We conducted preregistered analyses as well as exploratory analyses to determine how symptoms changed over time and what factors (eg, demographic and app use) predicted changes in distress.

Results: Analyses revealed statistically significant within-person decreases in overall distress (Young Person's CORE; primary outcome) from baseline to 1 month with a small effect size (t42=2.21, P=.03, r=0.34); however, there was no evidence that scores significantly decreased from baseline to 3 months (W=1821, n=85, P=.16). We found that at 3 months, identifying as part of the lesbian, gay, bisexual, transgender, queer, and questioning community predicted greater decreases in distress; otherwise, no demographic factors were significant predictors. In a nonregistered exploratory analysis of a subsample of users who reported elevated distress at baseline, decreases in distress were seen at both 1 month (W=128, n=20, P=.02, r=0.52) and 3 months (W=682, n=42, P=.004, r=0.45).

Conclusions: There may be short-term benefits associated with using the Alongside digital program. Further studies are required to determine potential preventative effects.

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来源期刊
JMIR Formative Research
JMIR Formative Research Medicine-Medicine (miscellaneous)
CiteScore
2.70
自引率
9.10%
发文量
579
审稿时长
12 weeks
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