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使用传感器检测焦虑以进行即时干预:范围综述

The Use of Sensors to Detect Anxiety for In-the-Moment Intervention: Scoping Review.

作者信息

Dobson Rosie, Li Linwei Lily, Garner Katie, Tane Taria, McCool Judith, Whittaker Robyn

机构信息

National Institute for Health Innovation, University of Auckland, Auckland, New Zealand.

Institute for Innovation and Improvement, Te Whatu Ora Waitematā, Auckland, New Zealand.

出版信息

JMIR Ment Health. 2023 Feb 2;10:e42611. doi: 10.2196/42611.

Abstract

BACKGROUND

With anxiety a growing issue and barriers to accessing support services, there is a need for innovative solutions to provide early intervention. In-the-moment interventions support individuals to recognize early signs of distress and use coping mechanisms to prevent or manage this distress. There is potential for wearable sensors linked to an individual's mobile phone to provide in-the-moment support tailored to individual needs and physiological responses.

OBJECTIVE

The aim of this scoping review is to examine the role of sensors in detecting the physiological signs of anxiety to initiate and direct interventions for its management.

METHODS

Relevant studies were identified through searches conducted in Embase, MEDLINE, APA PsycINFO, ProQuest, and Scopus. Studies were identified if they were conducted with people with stress or anxiety or at risk of anxiety and included a wearable sensor providing real-time data for in-the-moment management of anxiety.

RESULTS

Of the 1087 studies identified, 11 studies were included in the review, including 5 randomized controlled trials and 6 pilot or pretesting studies. The results showed that most studies successfully demonstrated improvements in their target variables. This included overall anxiety and stress levels, and the implementation of in-the-moment stress and anxiety management techniques such as diaphragmatic breathing. There was wide variation in the types of sensors used, physiological measures, and sensor-linked interventions.

CONCLUSIONS

This review indicates that sensors are potentially a useful tool in detecting anxiety and facilitating the implementation of a known control mechanism to reduce anxiety and improve mood, but further work is needed to understand the acceptability and effectiveness of this type of intervention.

摘要

背景

随着焦虑问题日益严重,且获得支持服务存在障碍,因此需要创新解决方案来提供早期干预。即时干预可帮助个体识别痛苦的早期迹象,并使用应对机制来预防或管理这种痛苦。与个人手机相连的可穿戴传感器有潜力根据个人需求和生理反应提供即时支持。

目的

本综述的目的是研究传感器在检测焦虑生理迹象以启动和指导焦虑管理干预方面的作用。

方法

通过在Embase、MEDLINE、APA PsycINFO、ProQuest和Scopus中进行检索来识别相关研究。如果研究是针对有压力或焦虑的人或有焦虑风险的人进行的,并且包括一个可穿戴传感器,能为焦虑的即时管理提供实时数据,则纳入该研究。

结果

在识别出的1087项研究中,有11项研究被纳入综述,包括5项随机对照试验和6项试点或预测试研究。结果表明,大多数研究成功地证明了其目标变量有所改善。这包括总体焦虑和压力水平,以及即时压力和焦虑管理技术(如腹式呼吸)的实施。所使用的传感器类型、生理测量方法和与传感器相关的干预措施存在很大差异。

结论

本综述表明,传感器可能是检测焦虑并促进实施已知控制机制以减轻焦虑和改善情绪的有用工具,但需要进一步开展工作来了解这类干预措施的可接受性和有效性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba53/9936367/8dd0bf561ac8/mental_v10i1e42611_fig1.jpg

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