Jaworski Beth K, Taylor Katherine, Ramsey Kelly M, Heinz Adrienne, Steinmetz Sarah, Pagano Ian, Moraja Giovanni, Owen Jason E
National Center for PTSD, Dissemination & Training Division, US Department of Veterans Affairs, Menlo Park, CA, United States.
School of Medicine, Stanford University, Stanford, CA, United States.
J Med Internet Res. 2021 Mar 1;23(3):e26559. doi: 10.2196/26559.
The COVID-19 pandemic has significantly impacted mental health and well-being. Mobile mental health apps can be scalable and useful tools in large-scale disaster responses and are particularly promising for reaching vulnerable populations. COVID Coach is a free, evidence-informed mobile app designed specifically to provide tools and resources for addressing COVID-19-related stress.
The purpose of this study was to characterize the overall usage of COVID Coach, explore retention and return usage, and assess whether the app was reaching individuals who may benefit from mental health resources.
Anonymous usage data collected from COVID Coach between May 1, 2020, through October 31, 2020, were extracted and analyzed for this study. The sample included 49,287 unique user codes and 3,368,931 in-app events.
Usage of interactive tools for coping and stress management comprised the majority of key app events (n=325,691, 70.4%), and the majority of app users tried a tool for managing stress (n=28,009, 58.8%). COVID Coach was utilized for ≤3 days by 80.9% (n=34,611) of the sample whose first day of app use occurred within the 6-month observation window. Usage of the key content in COVID Coach predicted returning to the app for a second day. Among those who tried at least one coping tool on their first day of app use, 57.2% (n=11,444) returned for a second visit; whereas only 46.3% (n=10,546) of those who did not try a tool returned (P<.001). Symptoms of anxiety, depression, and posttraumatic stress disorder (PTSD) were prevalent among app users. For example, among app users who completed an anxiety assessment on their first day of app use (n=4870, 11.4% of users), 55.1% (n=2680) reported levels of anxiety that were moderate to severe, and 29.9% (n=1455) of scores fell into the severe symptom range. On average, those with moderate levels of depression on their first day of app use returned to the app for a greater number of days (mean 3.72 days) than those with minimal symptoms (mean 3.08 days; t=3.01, P=.003). Individuals with significant PTSD symptoms on their first day of app use utilized the app for a significantly greater number of days (mean 3.79 days) than those with fewer symptoms (mean 3.13 days; t=2.29, P=.02).
As the mental health impacts of the pandemic continue to be widespread and increasing, digital health resources, such as apps like COVID Coach, are a scalable way to provide evidence-informed tools and resources. Future research is needed to better understand for whom and under what conditions the app is most helpful and how to increase and sustain engagement.
2019冠状病毒病(COVID-19)大流行对心理健康和幸福感产生了重大影响。移动心理健康应用程序在大规模灾难应对中可以是可扩展且有用的工具,对于覆盖弱势群体尤其有前景。COVID Coach是一款免费的、基于证据的移动应用程序,专门设计用于提供应对与COVID-19相关压力的工具和资源。
本研究的目的是描述COVID Coach的总体使用情况,探索留存率和再次使用情况,并评估该应用程序是否覆盖了可能从心理健康资源中受益的个体。
提取并分析了2020年5月1日至2020年10月31日期间从COVID Coach收集的匿名使用数据用于本研究。样本包括49287个唯一用户代码和3368931次应用内事件。
用于应对和压力管理的交互式工具的使用占关键应用事件的大多数(n = 325691,70.4%),并且大多数应用用户尝试了一种压力管理工具(n = 28009,58.8%)。在应用使用首日发生在6个月观察期内的样本中,80.9%(n = 34611)的用户使用COVID Coach的时间≤3天。COVID Coach关键内容的使用可预测次日是否会再次使用该应用程序。在应用使用首日至少尝试一种应对工具的用户中,57.2%(n = 11444)次日再次访问;而未尝试工具的用户中只有46.3%(n = 10546)次日再次访问(P <.001)。焦虑、抑郁和创伤后应激障碍(PTSD)症状在应用用户中普遍存在。例如,在应用使用首日完成焦虑评估的应用用户中(n = 4870,占用户的11.4%),55.1%(n = 2680)报告焦虑水平为中度至重度,29.9%(n = 1455)的得分属于严重症状范围。应用使用首日抑郁水平为中度的用户平均再次使用该应用程序的天数(平均3.72天)多于症状轻微的用户(平均3.08天;t = 3.01,P =.003)。应用使用首日有明显PTSD症状的个体使用该应用程序的天数(平均3.79天)显著多于症状较少的个体(平均3.13天;t = 2.29,P =.02)。
随着大流行对心理健康的影响持续广泛且不断增加,数字健康资源,如COVID Coach这样的应用程序,是提供基于证据的工具和资源的一种可扩展方式。未来需要开展研究以更好地了解该应用程序对哪些人、在何种条件下最有帮助,以及如何提高和维持参与度。