A mobile intervention to reduce anxiety among university students, faculty, and staff: Mixed methods study on users' experiences.

PLOS digital health Pub Date : 2025-01-07 eCollection Date: 2025-01-01 DOI:10.1371/journal.pdig.0000601
Sarah Livermon, Audrey Michel, Yiyang Zhang, Kaitlyn Petz, Emma Toner, Mark Rucker, Mehdi Boukhechba, Laura E Barnes, Bethany A Teachman
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Abstract

Anxiety is highly prevalent among college communities, with significant numbers of students, faculty, and staff experiencing severe anxiety symptoms. Digital mental health interventions (DMHIs), including Cognitive Bias Modification for Interpretation (CBM-I), offer promising solutions to enhance access to mental health care, yet there is a critical need to evaluate user experience and acceptability of DMHIs. CBM-I training targets cognitive biases in threat perception, aiming to increase cognitive flexibility by reducing rigid negative thought patterns and encouraging more benign interpretations of ambiguous situations. This study used questionnaire and interview data to gather feedback from users of a mobile application called "Hoos Think Calmly" (HTC), which offers brief CBM-I training doses in response to stressors commonly experienced by students, faculty, and staff at a large public university. Mixed methods were used for triangulation to enhance the validity of the findings. Qualitative data was collected through semi-structured interviews from a subset of participants (n = 22) and analyzed thematically using an inductive framework, revealing five main themes: Effectiveness of the Training Program; Feedback on Training Sessions; Barriers to Using the App; Use Patterns; and Suggestions for Improvement. Additionally, biweekly user experience questionnaires sent to all participants in the active treatment condition (n = 134) during the parent trial showed the most commonly endorsed response (by 43.30% of participants) was that the program was somewhat helpful in reducing or managing their anxiety or stress. There was overall agreement between the quantitative and qualitative findings, indicating that graduate students found it the most effective and relatable, with results being moderately positive but somewhat more mixed for undergraduate students and staff, and least positive for faculty. Findings point to clear avenues to enhance the relatability and acceptability of DMHIs across diverse demographics through increased customization and personalization, which may help guide development of future DMHIs.

减少大学生、教师和员工焦虑的移动干预:用户体验的混合方法研究。
焦虑在大学社区中非常普遍,有相当数量的学生、教师和工作人员经历着严重的焦虑症状。数字精神卫生干预措施(DMHIs),包括认知偏见修正解释(CBM-I),为增加获得精神卫生保健的机会提供了有希望的解决方案,但迫切需要评估DMHIs的用户体验和可接受性。CBM-I训练针对威胁感知中的认知偏差,旨在通过减少刻板的消极思维模式和鼓励对模糊情况进行更良性的解释来增加认知灵活性。本研究使用问卷调查和访谈数据来收集移动应用程序“Hoos Think calm”(HTC)用户的反馈,该应用程序提供简短的CBM-I训练剂量,以应对一所大型公立大学的学生、教师和工作人员普遍经历的压力源。混合方法用于三角测量,以提高结果的有效性。通过半结构化访谈从一部分参与者(n = 22)中收集定性数据,并使用归纳框架对主题进行分析,揭示了五个主要主题:培训计划的有效性;对培训课程的反馈;使用App的障碍;使用模式;及改进建议。此外,在父母试验期间,每两周向所有积极治疗状态(n = 134)的参与者发送的用户体验问卷显示,最常见的认可反应(43.30%的参与者)是该程序在一定程度上有助于减少或管理他们的焦虑或压力。定量和定性研究结果总体上是一致的,表明研究生认为这是最有效和最相关的,结果是中等积极的,但本科生和教职员工的结果则比较复杂,而教职员工的结果则最不积极。研究结果指出了通过增加定制和个性化来提高DMHIs在不同人口统计学中的相关性和可接受性的明确途径,这可能有助于指导未来DMHIs的发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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