超越检测:在临床心理医疗保健中的可操作感应研究
Daniel A Adler1, Yuewen Yang1, Thalia Viranda1
1Cornell Tech, Cornell University, USA.
概括
被动感应对心理健康有好处,但检测工具在与不同人群作斗争. 未来的研究应该专注于可操作的感知,以支持临床护理决策.
科学领域:
- 无处不在的计算是无处不在的
- 数字心理健康数字心理健康
- 临床信息学是一种临床信息学.
背景情况:
- 被动传感技术为客观的心理健康测量提供了潜力.
- 目前的被动感应检测工具在不同患者群体中表现出不良的概括性.
- 了解这些概括挑战对于推进数字心理健康工具至关重要.
研究的目的:
- 审查被动感应用于心理健康检测的挑战.
- 探索被动感应如何适应以支持临床决策.
- 确定将被动传感纳入心理健康护理的研究方向.
主要方法:
- 关于在心理健康中被动感应的叙事文献综述.
- 对两项涉及41名心理健康临床医生的研究结果的定性分析.
- 探索临床医生对被动传感数据解释和实用性的观点.
主要成果:
- 被动感应检测工具在异质样本中缺乏概括性.
- 临床医生强调需要上下文信息来解释被动传感数据.
- 当被动感应与临床背景集成时,它可以揭示患者的问题,并告知治疗目标.
结论:
- 可操作的感知,专注于支持临床行动,而不仅仅是检测,是一个更有前途的研究方向.
- 未来的研究应该集中在可操作的感知和心理健康护理的交叉点上.
- 将无处不在的计算研究与临床需求相结合,对于有效的数字心理健康干预至关重要.
关键词:
行为健康 行为健康临床决策支持 临床决策支持背景意识 - 意识到背景.数字生物标志物数字生物标志物数字化表型化是指数字化表型化.人与计算机的互动.移动健康 移动健康 移动健康 移动健康心理健康 心理健康被动感应是一种被动感应.个人感知 个人感知以用户为中心的设计更多相关视频
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