Shih Emily, Aylward Brandon S, Kunkle Sarah, Graziani Grant
Ginger, San Francisco, CA, United States.
JMIR Form Res. 2022 Jul 22;6(7):e36956. doi: 10.2196/36956.
There is a growing bottleneck in mental health care, as the demand for services has outpaced the availability of mental health professionals. Consequently, many health systems have shifted to teletherapy as a scalable approach to increasing accessibility to care. Within these care models, various treatment modalities (eg, coaching and clinical care) are used to deliver support for anxiety and depression. However, more research is needed to better understand the differences in treatment responses.
The purpose of this study was to examine the association between different care modalities and the levels of use with symptom score changes for members seeking virtual care services.
We conducted an observational study of 4219 members who accessed Ginger, an on-demand mental health service, between September 2020 and September 2021. Using a mobile app, members can access text-based behavioral health coaching and virtual clinical services. This study focused on members with clinically elevated depression or anxiety levels at baseline. Logistic regressions were used to assess the association between care modalities and the levels of use with treatment response in depression and anxiety, using the Patient Health Questionnaire and Generalized Anxiety Disorder Assessment, respectively.
Of the 4219 members, 1623 (38.47%) demonstrated a full response to depression, and 1684 (39.91%) demonstrated a full response to anxiety. Members who completed care (ie, text-based coaching, virtual clinical therapy, hybrid of coaching, and clinical care) beyond the introductory session showed significantly increased odds of a full response compared with those who completed only limited care. Members who completed a hybrid of care had the highest odds of improvement; the odds of showing a full response in depression were 2.31 times higher (95% CI 1.91-2.80; P<.001) and in anxiety were 2.23 times higher (95% CI 1.84-2.70; P<.001) compared with members who completed limited care. For members who completed only coaching or clinical care, the largest effects were observed among those with high use. For members who completed a hybrid care program, we observed similar treatment responses across all levels of use.
Our real-world study found that members who completed text-based coaching achieved full treatment responses at similar rates compared with members who completed virtual clinical care and members who completed a hybrid of care. There were no significant differences in the predicted probabilities of full treatment response between coaching and clinical care. Generally, the odds for a full response were highest among members with high use within each care modality; however, there were no differences in full-response treatment odds across levels of use with hybrid care. The results support the utility of digital behavioral health interventions and further highlight text-based coaching protocols as an accessible and suitable option when considering virtual care for treating anxiety and depression.
随着心理健康服务需求超过了心理健康专业人员的可获得性,心理健康护理方面的瓶颈日益凸显。因此,许多卫生系统已转向远程治疗,作为一种可扩展的方法来提高护理的可及性。在这些护理模式中,各种治疗方式(如辅导和临床护理)被用于为焦虑和抑郁提供支持。然而,需要更多研究来更好地理解治疗反应的差异。
本研究的目的是检查不同护理方式与寻求虚拟护理服务的成员症状评分变化的使用水平之间的关联。
我们对2020年9月至2021年9月期间使用按需心理健康服务Ginger的4219名成员进行了一项观察性研究。成员可以通过移动应用程序获得基于文本的行为健康辅导和虚拟临床服务。本研究重点关注基线时临床抑郁或焦虑水平升高的成员。分别使用患者健康问卷和广泛性焦虑障碍评估,通过逻辑回归评估护理方式与抑郁和焦虑治疗反应的使用水平之间的关联。
在4219名成员中,1623名(38.47%)对抑郁表现出完全缓解,1684名(39.91%)对焦虑表现出完全缓解。与仅完成有限护理的成员相比,完成入门课程之外的护理(即基于文本的辅导、虚拟临床治疗、辅导与临床护理相结合)的成员表现出完全缓解的几率显著增加。完成混合护理的成员改善几率最高;与完成有限护理的成员相比,在抑郁中表现出完全缓解的几率高2.31倍(95%CI 1.91 - 2.80;P <.001),在焦虑中高2.23倍(95%CI 1.84 - 2.70;P <.001)。对于仅完成辅导或临床护理的成员,在高使用量的成员中观察到最大效果。对于完成混合护理计划的成员,我们在所有使用水平上观察到相似的治疗反应。
我们的现实世界研究发现,完成基于文本辅导的成员与完成虚拟临床护理的成员以及完成混合护理的成员相比,实现完全治疗反应的比例相似。辅导和临床护理在完全治疗反应的预测概率上没有显著差异。一般来说,在每种护理方式中,高使用量成员的完全缓解几率最高;然而,混合护理在不同使用水平上的完全反应治疗几率没有差异。结果支持数字行为健康干预的效用,并进一步强调基于文本的辅导方案是在考虑虚拟护理治疗焦虑和抑郁时一种可及且合适的选择。