The Trifecta of Industry, Academic, and Health System Partnership to Improve Mental Health Care Through Smartphone-Based Remote Patient Monitoring: Development and Usability Study.

IF 2 Q3 HEALTH CARE SCIENCES & SERVICES JMIR Formative Research Pub Date : 2025-01-07 DOI:10.2196/57624
C Neill Epperson, Rachel Davis, Allison Dempsey, Heinrich C Haller, David J Kupfer, Tiffany Love, Pamela M Villarreal, Mark Matthews, Susan L Moore, Kimberly Muller, Christopher D Schneck, Jessica L Scott, Richard D Zane, Ellen Frank
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Abstract

Background: Mental health treatment is hindered by the limited number of mental health care providers and the infrequency of care. Digital mental health technology can help supplement treatment by remotely monitoring patient symptoms and predicting mental health crises in between clinical visits. However, the feasibility of digital mental health technologies has not yet been sufficiently explored. Rhythms, from the company Health Rhythms, is a smartphone platform that uses passively acquired smartphone data with artificial intelligence and predictive analytics to alert patients and providers to an emerging mental health crisis.

Objective: The objective of this study was to test the feasibility and acceptability of Rhythms among patients attending an academic psychiatric outpatient clinic.

Methods: Our group embedded Rhythms into the electronic health record of a large health system. Patients with a diagnosis of major depressive disorder, bipolar disorder, or other mood disorder were contacted online and enrolled for a 6-week trial of Rhythms. Participants provided data by completing electronic surveys as well as by active and passive use of Rhythms. Emergent and urgent alerts were monitored and managed according to passively collected data and patient self-ratings. A purposively sampled group of participants also participated in qualitative interviews about their experience with Rhythms at the end of the study.

Results: Of the 104 participants, 89 (85.6%) completed 6 weeks of monitoring. The majority of the participants were women (72/104, 69.2%), White (84/104, 80.8%), and non-Hispanic (100/104, 96.2%) and had a diagnosis of major depressive disorder (71/104, 68.3%). Two emergent alerts and 19 urgent alerts were received and managed according to protocol over 16 weeks. More than two-thirds (63/87, 72%) of those participating continued to use Rhythms after study completion. Comments from participants indicated appreciation for greater self-awareness and provider connection, while providers reported that Rhythms provided a more nuanced understanding of patient experience between clinical visits.

Conclusions: Rhythms is a user-friendly, electronic health record-adaptable, smartphone-based tool that provides patients and providers with a greater understanding of patient mental health status. Integration of Rhythms into health systems has the potential to facilitate mental health care and improve the experience of both patients and providers.

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通过基于智能手机的远程患者监测改善精神卫生保健的工业、学术和卫生系统合作三重奏:开发和可用性研究。
背景:精神卫生治疗受到精神卫生保健提供者数量有限和护理频率低的阻碍。数字心理健康技术可以通过远程监测患者症状和预测临床就诊之间的心理健康危机来帮助补充治疗。然而,数字心理健康技术的可行性尚未得到充分探索。来自Health rhythm公司的rhythm是一个智能手机平台,它使用被动获取的智能手机数据,结合人工智能和预测分析,提醒患者和提供者注意正在出现的心理健康危机。目的:本研究的目的是检验在学术精神科门诊就诊的患者对节律的可行性和可接受性。方法:本课题组将节律嵌入到大型卫生系统的电子健康记录中。在线联系被诊断为重度抑郁症、双相情感障碍或其他情绪障碍的患者,并登记参加为期6周的rhythm试验。参与者通过完成电子调查以及主动和被动使用节律来提供数据。根据被动收集的数据和患者自我评分对紧急和紧急警报进行监测和管理。在研究结束时,一组有目的地抽样的参与者也参加了关于他们使用节奏体验的定性访谈。结果:104名参与者中,89名(85.6%)完成了6周的监测。大多数参与者为女性(72/104,69.2%)、白人(84/104,80.8%)和非西班牙裔(100/104,96.2%),并被诊断为重度抑郁症(71/104,68.3%)。在16周内收到了2起紧急警报和19起紧急警报,并根据议定书进行了管理。超过三分之二(63/ 87,72%)的参与者在研究完成后继续使用rhythm。参与者的评论表明,他们对更强的自我意识和与医疗服务提供者的联系表示赞赏,而医疗服务提供者报告说,rhythm在临床就诊之间提供了对患者体验的更细致的理解。结论:rhythm是一个用户友好的、可适应电子健康记录的、基于智能手机的工具,为患者和提供者更好地了解患者的心理健康状况提供了帮助。将rhythm整合到卫生系统中有可能促进精神卫生保健,并改善患者和提供者的体验。
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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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