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Use of a Self-guided Computerized Cognitive Behavioral Tool During COVID-19: Evaluation Study

机译:在Covid-19期间使用自带计算机化的认知行为工具:评估研究

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Background Internet-based programs can help provide accessible and inexpensive behavioral health care to those in need; however, the evaluation of these interventions has been mostly limited to controlled trials. Data regarding patterns of use and effectiveness of self-referred, open-access online interventions are lacking. We evaluated an online-based treatment designed to address stress, depression, and conflict management, the Dartmouth PATH Program, in a freely available and self-guided format during the COVID-19 pandemic. Objective The primary aim is to determine users’ levels of stress and depression, and the nature of problems and triggers they reported during the COVID-19 pandemic. A secondary objective is to assess the acceptability and usability of the PATH content and determine whether such a program would be useful as a stand-alone open-access resource. The final objective is understanding the high dropout rates associated with online behavioral programs by contrasting the use pattern and program efficacy of individuals who completed session one and did not return to the program with those who came back to complete more sessions. Methods Cumulative anonymous data from 562 individuals were analyzed. Stress triggers, stress responses, and reported problems were analyzed using qualitative analysis techniques. Scores on usability and acceptability questionnaires were evaluated using the sign test and Wilcoxon signed rank test. Mixed-effects linear modeling was used to evaluate changes in stress and depression over time. Results A total of 2484 users registered from April through October 2020, most of whom created an account without initiating a module. A total of 562 individuals started the program and were considered in the data analysis. The most common stress triggers individuals reported involved either conflicts with family or spouses and work or workload. The most common problems addressed in the mood module were worry, anxiousness, or stress and difficulty concentrating or procrastination. The attrition rate was high with 13% (21/156) completing the conflict module, 17% (50/289) completing session one of the mood module, and 14% (16/117) completing session one of the stress module. Usability and acceptability scores for the mood and stress modules were significantly better than average. In those who returned to complete sessions, symptoms of stress showed a significant improvement over time (P=.03), and there was a significant decrease in depressive symptoms over all time points (P=.01). Depression severity decreased on average by 20% (SD 35.2%; P=.60) between sessions one and two. Conclusions Conflicts with others, worry, and difficulty concentrating were some of the most common problems people used the programs to address. Individuals who completed the modules indicated improvements in self-reported stress and depression symptoms. Users also found the modules to be effective and rated the program highly for usability and acceptability. Nevertheless, the attrition rate was very high, as has been found with other freely available online-based interventions.
机译:背景技术基于互联网的计划可以帮助提供对有需要的人提供的可访问和廉价的行为医疗保健;然而,这些干预措施的评估主要限于对照试验。关于自我提到的使用模式和有效性的数据,缺乏开放式访问在线干预措施。我们在Covid-19大流行期间以自由提供和自我导行的格式来评估基于在线的待遇,旨在解决压力,抑郁和冲突管理,达特茅斯路径计划,以自由和自行的格式。目标主要目的是确定用户的压力和抑郁水平,以及他们在Covid-19流行病中报告的问题和触发的性质。次要目标是评估路径内容的可接受性和可用性,并确定这样的程序是否可用作独立的开放访问资源。最终目标是通过对与完成会话的个人的使用模式和计划效果对比完成会议的个人和程序效率来了解与在线行为计划相关的高辍学率,并没有与那些回来完成更多会议的人返回该计划。方法分析了562个人的累积匿名数据。使用定性分析技术分析应力触发,应力反应和报告的问题。使用标志测试和Wilcoxon签名等级测试评估可用性和可接受性问卷的分数。混合效应线性建模用于评估压力和抑郁症随时间的变化。结果共有2484名用户在4月20日至2020年10月注册,其中大多数人创建了一个帐户而不发起模块。共有562人开始该计划,并在数据分析中考虑。最常见的压力触发个人报告的人涉及与家庭或配偶和工作或工作量的冲突。情绪模块中解决的最常见问题是担心,焦虑或压力,难以集中或拖延。磨损率高,13%(21/156)完成冲突模块,17%(50/289)完成会话的情绪模块,14%(16/117)完成会话一个压力模块。心情和应力模块的可用性和可接受性分数明显优于平均水平。在那些返回完全会话的人中,压力的症状随着时间的推移而显着改善(P = .03),并且在所有时间点上有显着降低(P = .01)。抑郁严重程度平均下降了20%(SD 35.2%; P = .60),一两年和两个之间。结论与他人的冲突,担心和难以集中的难度是人们使用这些计划来解决的一些最常见问题。完成模块的个人表明了自我报告的压力和抑郁症状的改善。用户还发现该模块有效,并评估了该程序的高度可用性和可接受性。然而,磨损率非常高,正如其他自由可用的在线的干预措施所发现的那样。

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