Bastien Laurianne, Cho Sohyun, Petrovic Julia, Khoury Bassam, Bloom Elana, Heath Nancy
Department of Educational & Counselling Psychology, McGill University, 3700 McTavish, Montreal, Quebec H3A 1Y9, Canada.
Campus Wellness and Support Services, Concordia University, 1550 Maisonneuve, Montreal, Quebec H3G 1M8, Canada.
Internet Interv. 2025 Aug 12;41:100868. doi: 10.1016/j.invent.2025.100868. eCollection 2025 Sep.
University students are reporting high levels of stress that interfere with their academic performance and daily functioning. In response, higher education institutions have increasingly implemented digital, self-guided stress management resources to provide students with accessible mental health support. While these interventions show promise for improving student wellness, there is a significant gap in our understanding of how students use the strategies taught as part of these resources. This systematic review therefore examined if and how adherence (i.e., strategy use) has been measured in the context of digital self-guided stress management interventions, as well as its associations with stress and other wellness outcomes. Of the 40 studies that met eligibility criteria for the present review, 33 measured adherence (82.5 %). Specifically, nine studies measured frequency (27.2 %), eight measured completion rates (24.2 %), two measured duration (6.1 %), 12 used a combination of these approaches (36.4 %), and two (6.1 %) did not specify which approach was used. Surprisingly, although the majority of studies collected data on adherence, the associations between adherence and stress or other wellness outcomes were scarcely examined. Across studies, adherence was measured using digital analytics and/or self-report; however, barriers were identified in using these methods, including technological issues and challenges in measurement accuracy. Quality assessments revealed a moderate risk of bias. Future research should explore different approaches to enhance adherence measurement accuracy and further examine the link between adherence and wellness outcomes to determine the optimal dose of strategy use for enhancing wellness among university students.
大学生报告称压力水平很高,这会干扰他们的学业表现和日常功能。作为回应,高等教育机构越来越多地实施数字化、自主引导的压力管理资源,为学生提供可获取的心理健康支持。虽然这些干预措施在改善学生健康方面显示出前景,但我们对学生如何使用作为这些资源一部分所教授的策略的理解存在很大差距。因此,本系统综述考察了在数字化自主引导的压力管理干预背景下,是否以及如何衡量依从性(即策略使用),以及它与压力和其他健康结果的关联。在符合本综述纳入标准的40项研究中,33项测量了依从性(82.5%)。具体而言,9项研究测量了频率(27.2%),8项测量了完成率(24.2%),2项测量了持续时间(6.1%),12项使用了这些方法的组合(36.4%),2项(6.1%)未具体说明使用了哪种方法。令人惊讶的是,尽管大多数研究收集了关于依从性的数据,但依从性与压力或其他健康结果之间的关联几乎未被考察。在各项研究中,依从性是使用数字分析和/或自我报告来测量的;然而,在使用这些方法时发现了一些障碍,包括技术问题和测量准确性方面的挑战。质量评估显示存在中度偏倚风险。未来的研究应探索不同方法以提高依从性测量的准确性,并进一步研究依从性与健康结果之间的联系,以确定在大学生中促进健康的最佳策略使用剂量。