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用于监测儿童和青少年抑郁症状的移动和可穿戴技术:一项范围综述。

Mobile and wearable technology for monitoring depressive symptoms in children and adolescents: A scoping review.

作者信息

Sequeira Lydia, Perrotta Steve, LaGrassa Jennifer, Merikangas Kathleen, Kreindler David, Kundur Deepa, Courtney Darren, Szatmari Peter, Battaglia Marco, Strauss John

机构信息

Cundill Centre for Child and Youth Depression, Centre for Addiction and Mental Health, Toronto, ON, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.

Cundill Centre for Child and Youth Depression, Centre for Addiction and Mental Health, Toronto, ON, Canada.

出版信息

J Affect Disord. 2020 Mar 15;265:314-324. doi: 10.1016/j.jad.2019.11.156. Epub 2019 Dec 20.

Abstract

BACKGROUND

There has been rapid growth of mobile and wearable tools that may help to overcome challenges in the diagnosis and prediction of Major Depressive Disorder in children and adolescents, tasks that rely on clinical reporting that is inherently based on retrospective recall of symptoms and associated features. This article reviews more objective ways of measuring and monitoring mood within this population.

METHODS

A scoping review of peer-reviewed studies examined published research that employs mobile and wearable tools to characterize depression in children and/or adolescents. Our search strategy included the following terms: (1) monitoring or prediction (2) depression (3) mobile apps or wearables and (4) children and youth (including adolescents), and was applied to five databases.

RESULTS

Our search produced 829 citations (2008- Feb 2019), of which 30 (journal articles, conference papers and abstracts) were included in the analysis, and 2 reviews included in our discussion. The majority of the evidence involved smartphone apps, with very few studies using actigraphy. Mobile and wearables captured a variety of data including unobtrusive passive analytics, movement and light data, plus physical and mental health data, including depressive symptom monitoring. Most studies also examined feasibility.

LIMITATIONS

This review was limited to published research in the English language. The review criteria excluded any apps that were mainly treatment focused, therefore there was not much of a focus on clinical outcomes.

CONCLUSIONS

This scoping review yielded a variety of studies with heterogeneous populations, research methods and study objectives, which limited our ability to address our research objectives cohesively. Certain mobile technologies, however, have demonstrated feasibility for tracking depression that could inform models for predicting relapse.

摘要

背景

移动和可穿戴工具迅速发展,有助于克服儿童和青少年重度抑郁症诊断和预测方面的挑战,这些任务依赖于基于症状和相关特征回顾性回忆的临床报告。本文回顾了在这一人群中测量和监测情绪的更客观方法。

方法

对同行评审研究进行范围综述,审查使用移动和可穿戴工具描述儿童和/或青少年抑郁症的已发表研究。我们的检索策略包括以下术语:(1)监测或预测(2)抑郁症(3)移动应用程序或可穿戴设备(4)儿童和青年(包括青少年),并应用于五个数据库。

结果

我们的检索产生了829条引文(2008年 - 2019年2月),其中30条(期刊文章、会议论文和摘要)纳入分析,2条综述纳入讨论。大多数证据涉及智能手机应用程序,很少有研究使用活动记录仪。移动和可穿戴设备收集了各种数据,包括不显眼的被动分析、运动和光照数据,以及身心健康数据,包括抑郁症状监测。大多数研究还考察了可行性。

局限性

本综述仅限于英文发表的研究。综述标准排除了任何主要以治疗为重点的应用程序,因此没有太多关注临床结果。

结论

本范围综述产生了各种研究,涉及不同人群、研究方法和研究目标,这限制了我们连贯解决研究目标的能力。然而,某些移动技术已证明在跟踪抑郁症方面具有可行性,可为预测复发的模型提供信息。

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