Epperson C Neill, Davis Rachel, Dempsey Allison, Haller Heinrich C, Kupfer David J, Love Tiffany, Villarreal Pamela M, Matthews Mark, Moore Susan L, Muller Kimberly, Schneck Christopher D, Scott Jessica L, Zane Richard D, Frank Ellen
Department of Psychiatry, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States.
Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, PA, United States.
JMIR Form Res. 2025 Jan 7;9:e57624. doi: 10.2196/57624.
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.
The objective of this study was to test the feasibility and acceptability of Rhythms among patients attending an academic psychiatric outpatient clinic.
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.
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.
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.
心理健康治疗受到心理健康护理提供者数量有限以及护理频率不高的阻碍。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。Health Rhythms公司的Rhythms是一个智能手机平台,它利用被动获取的智能手机数据以及人工智能和预测分析,向患者和提供者发出心理健康危机出现的警报。
本研究的目的是测试Rhythms在一家学术性精神科门诊就诊患者中的可行性和可接受性。
我们的团队将Rhythms嵌入到一个大型医疗系统的电子健康记录中。通过在线联系,招募了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参加为期6周的Rhythms试验。参与者通过完成电子调查以及主动和被动使用Rhythms来提供数据。根据被动收集的数据和患者自评对紧急和加急警报进行监测和管理。在研究结束时,一组有目的抽样的参与者还参加了关于他们使用Rhythms体验的定性访谈。
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%)、非西班牙裔(100/104,96.2%),且被诊断为重度抑郁症(71/104,68.3%)。在16周内,根据方案共收到并处理了2次紧急警报和19次加急警报。超过三分之二(63/87,72%)的参与者在研究完成后继续使用Rhythms。参与者的评论表明,他们对增强自我意识和与提供者的联系表示赞赏,而提供者报告说,Rhythms使他们对患者在临床就诊之间的体验有了更细致入微的了解。
Rhythms是一种用户友好、可适配电子健康记录、基于智能手机的工具,它能让患者和提供者更好地了解患者的心理健康状况。将Rhythms整合到医疗系统中有可能促进心理健康护理,并改善患者和提供者双方的体验。