Advanced Laboratories for Accelerating the Reach and Impact of Treatments for Youth and Adults with Mental Illness, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States.
Conducting Research to Enhance Assessment and Treatment Through Innovation in Mental Health Lab, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States.
JMIR Mhealth Uhealth. 2022 Nov 7;10(11):e41689. doi: 10.2196/41689.
During the COVID-19 pandemic, the general public was concerned about the mental health impacts of unemployment due to COVID-19 and the stress essential workers experienced during this time. Several reports indicated that people in distress were turning to digital technology, but there was little evidence about the impact of these tools on mitigating distress.
This study seeks to determine the acceptability, feasibility, usability, and effectiveness of mobile mental health apps for decreasing mental health symptoms in essential workers and unemployed individuals with suicide risk.
We recruited participants who indicated that they were unemployed because of COVID-19 or were COVID-19-designated essential workers. Participants were randomized to 1 of 4 free commercial mobile apps for managing distress that were (1) highly rated by PsyberGuide and (2) met the criteria for intervention features these participants indicated were desirable in a previous survey. Participants used the apps for 4 weeks and completed baseline and 4-week self-assessments of depression, anxiety emotional regulation, and suicide risk.
We found no differences between the apps in any outcome but did find significant changes in depression and anxiety over time (Patient Health Questionnaire [PHQ]-9: estimate=-1.5, SE 0.2, 95% CI -1.1 to -1.8, P<.001; Generalized Anxiety Disorder Scale [GAD]-7: estimate=-1.3, SE 0.2, 95% CI -1.0 to -1.6, P<.001). We found no significant changes in suicidal behavior (Suicide Behaviors Questionnaire-Revised [SBQ-R]) or emotional regulation (Difficulties in Emotion Regulation Scale - Short Form [DERS-SF]) for the 4 weeks. We did find a significant dose-response pattern for changes in depression and anxiety. Using the app at least once a week resulted in greater improvements in treatment conditions over time on depression (estimate=-0.6, SE 0.2, 95% CI 1.0-0.2, P=.003) and anxiety (estimate=0.1, SE 0.2, 95% CI 0.4-0.6, P=.78). There was no association between app frequency and changes in suicidal behavior (SBQ-R) or emotional regulation (DERS-SF). We further found a significant difference between the conditions with regard to app usability, with the control app being the most usable (mean 72.9, SD 16.7; mean 71.2, SD 15.4; mean 66.8, SD 17.3; mean 65.2, SD 17.7). We found no significant differences for app acceptability or appropriateness.
Few studies have evaluated prospectively the utility and usability of commercial apps for mood. This study found that free, self-guided commercial mobile mental health apps are seen as usable, but no one app is superior to the other. Although we found that regular use is indicated for effects on depression and anxiety to occur in those who are more symptomatic, regression to the mean cannot be ruled out.
ClinicalTrials.gov NCT04536935; https://tinyurl.com/mr36zx3s.
在 COVID-19 大流行期间,公众对 COVID-19 导致的失业对心理健康的影响以及在此期间一线工作人员所承受的压力感到担忧。有几项报告表明,处于困境中的人们开始转向数字技术,但几乎没有证据表明这些工具在减轻压力方面的效果。
本研究旨在确定用于减轻有自杀风险的一线工作人员和失业人员心理健康症状的移动心理健康应用程序的可接受性、可行性、可用性和有效性。
我们招募了因 COVID-19 失业或被指定为 COVID-19 一线工作人员的参与者。参与者被随机分配到 4 种免费的商业移动应用程序中的 1 种,这些应用程序(1)在 PsyberGuide 上的评分很高,(2)符合这些参与者在之前的调查中表示希望的干预特征标准。参与者使用这些应用程序 4 周,并在基线和 4 周时完成抑郁、焦虑、情绪调节和自杀风险的自我评估。
我们没有发现这些应用程序在任何结果上的差异,但确实发现抑郁和焦虑随时间的变化(PHQ-9:估计=-1.5,SE 0.2,95%CI -1.1 至 -1.8,P<.001;GAD-7:估计=-1.3,SE 0.2,95%CI -1.0 至 -1.6,P<.001)。我们没有发现自杀行为(修订版自杀行为问卷 [SBQ-R])或情绪调节(情绪调节困难量表-短表 [DERS-SF])在 4 周内有任何变化。我们确实发现抑郁和焦虑的变化呈显著剂量反应模式。每周至少使用一次应用程序会随着时间的推移改善治疗条件,抑郁(估计=-0.6,SE 0.2,95%CI 1.0-0.2,P=.003)和焦虑(估计=0.1,SE 0.2,95%CI 0.4-0.6,P=.78)。应用程序的使用频率与自杀行为(SBQ-R)或情绪调节(DERS-SF)的变化之间没有关联。我们还发现,在应用程序可用性方面,条件之间存在显著差异,对照组应用程序最易用(平均值 72.9,标准差 16.7;平均值 71.2,标准差 15.4;平均值 66.8,标准差 17.3;平均值 65.2,标准差 17.7)。我们没有发现应用程序可接受性或适宜性的显著差异。
很少有研究前瞻性评估商业应用程序在情绪方面的实用性和可用性。本研究发现,免费的、自我引导的商业移动心理健康应用程序被认为是可用的,但没有一个应用程序比其他应用程序更优越。尽管我们发现定期使用对于那些症状更严重的人来说,对抑郁和焦虑的影响会发生,但不能排除回归均值的可能性。
ClinicalTrials.gov NCT04536935;https://tinyurl.com/mr36zx3s。