Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
Institute for Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
JMIR Form Res. 2024 Oct 4;8:e55921. doi: 10.2196/55921.
Digital mental health interventions (DMHIs) are capable of closing gaps in the prevention and therapy of common mental disorders. Despite their proven effectiveness and approval for prescription, use rates remain low. The reasons include a lack of familiarity and knowledge as well as lasting concerns. Medical students were shown to have a comparatively higher risk for common mental disorders and are thus an important target group for raising awareness about DMHIs. At best, knowledge is already imparted during medical school using context-sensitive information strategies. Yet, little is known about medical students' information preferences regarding DMHIs.
This study aims to explore information preferences for DMHIs for personal use among medical students in Germany.
A discrete choice experiment was conducted, which was developed using an exploratory sequential mixed methods research approach. In total, 5 attributes (ie, source, delivery mode, timing, recommendation, and quality criteria), each with 3 to 4 levels, were identified using formative research. Data were analyzed using logistic regression models to estimate preference weights and the relative importance of attributes. To identify subgroups of students varying in information preferences, we additionally performed a latent class analysis.
Of 309 participants, 231 (74.8%) with reliable data were included in the main analysis (women: 217/309, 70.2%; age: mean 24.1, SD 4.0 y). Overall, the conditional logit model revealed that medical students preferred to receive information about DMHIs from the student council and favored being informed via social media early (ie, during their preclinic phase or their freshman week). Recommendations from other students or health professionals were preferred over recommendations from other users or no recommendations at all. Information about the scientific evidence base was the preferred quality criterion. Overall, the timing of information was the most relevant attribute (32.6%). Latent class analysis revealed 2 distinct subgroups. Class 1 preferred to receive extensive information about DMHIs in a seminar, while class 2 wanted to be informed digitally (via email or social media) and as early as possible in their studies.
Medical students reported specific needs and preferences regarding DMHI information provided in medical school. Overall, the timing of information (early in medical education) was considered more important than the information source or delivery mode, which should be prioritized by decision makers (eg, members of faculties of medicine, universities, and ministries of education). Study findings suggest general and subgroup-specific information strategies, which could be implemented in a stepped approach. Easily accessible digital information may promote students' interest in DMHIs in the first step that might lead to further information-seeking behavior and the attendance of seminars about DMHIs in the second step.
数字心理健康干预(DMHI)能够缩小常见精神障碍预防和治疗方面的差距。尽管它们已被证明有效且可用于处方,但使用率仍然很低。原因包括缺乏熟悉度和知识,以及持续存在的担忧。医学生患常见精神障碍的风险相对较高,因此是提高对 DMHI 认识的重要目标群体。在最好的情况下,知识是在医学院通过敏感信息策略来传授的。然而,人们对医学生对 DMHI 的信息偏好知之甚少。
本研究旨在探讨德国医学生个人使用 DMHI 的信息偏好。
采用探索性序贯混合方法研究设计,进行离散选择实验。总共使用形成性研究确定了 5 个属性(即来源、传递模式、时间、推荐和质量标准),每个属性都有 3 到 4 个级别。使用逻辑回归模型分析数据以估计偏好权重和属性的相对重要性。为了识别信息偏好不同的学生亚组,我们还进行了潜在类别分析。
在 309 名参与者中,有 231 名(74.8%)有可靠数据被纳入主要分析(女性:217/309,70.2%;年龄:平均 24.1,SD 4.0 y)。总体而言,条件逻辑模型显示,医学生更喜欢从学生会获得有关 DMHI 的信息,并希望在早期(即预科阶段或新生周)通过社交媒体获得信息。与其他用户或没有推荐相比,来自其他学生或健康专业人员的推荐更受欢迎。关于科学证据基础的信息是首选的质量标准。总体而言,信息时间是最相关的属性(32.6%)。潜在类别分析揭示了 2 个不同的亚组。第 1 类更喜欢在研讨会上接受有关 DMHI 的广泛信息,而第 2 类希望通过电子邮件或社交媒体尽早在学习中获得数字信息。
医学生报告了有关医学专业提供的 DMHI 信息的具体需求和偏好。总体而言,信息时间(在医学教育早期)比信息来源或传递模式更为重要,决策者(例如医学院、大学和教育部的成员)应优先考虑这些信息。研究结果表明,一般信息和亚组特定信息策略可以分阶段实施。易于访问的数字信息可以在第一步中促进学生对 DMHI 的兴趣,这可能导致进一步的信息寻求行为,并在第二步中参加有关 DMHI 的研讨会。