医学生对数字心理健康干预信息策略的偏好:离散选择实验。

IF 2 Q3 HEALTH CARE SCIENCES & SERVICES
Markus Vomhof, Jessica Tabea Bau, Pia Hüter, Stefan Stehl, Burkhard Haastert, Adrian Loerbroks, Andrea Icks, Stella Teresa Calo, Luca Schuster, Claudia R Pischke, Nadja Kairies-Schwarz, Peter Angerer, Jennifer Apolinário-Hagen
{"title":"医学生对数字心理健康干预信息策略的偏好:离散选择实验。","authors":"Markus Vomhof, Jessica Tabea Bau, Pia Hüter, Stefan Stehl, Burkhard Haastert, Adrian Loerbroks, Andrea Icks, Stella Teresa Calo, Luca Schuster, Claudia R Pischke, Nadja Kairies-Schwarz, Peter Angerer, Jennifer Apolinário-Hagen","doi":"10.2196/55921","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Objective: </strong>This study aims to explore information preferences for DMHIs for personal use among medical students in Germany.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":14841,"journal":{"name":"JMIR Formative Research","volume":null,"pages":null},"PeriodicalIF":2.0000,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11489795/pdf/","citationCount":"0","resultStr":"{\"title\":\"Preferences Regarding Information Strategies for Digital Mental Health Interventions Among Medical Students: Discrete Choice Experiment.\",\"authors\":\"Markus Vomhof, Jessica Tabea Bau, Pia Hüter, Stefan Stehl, Burkhard Haastert, Adrian Loerbroks, Andrea Icks, Stella Teresa Calo, Luca Schuster, Claudia R Pischke, Nadja Kairies-Schwarz, Peter Angerer, Jennifer Apolinário-Hagen\",\"doi\":\"10.2196/55921\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>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.</p><p><strong>Objective: </strong>This study aims to explore information preferences for DMHIs for personal use among medical students in Germany.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>\",\"PeriodicalId\":14841,\"journal\":{\"name\":\"JMIR Formative Research\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2024-10-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11489795/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"JMIR Formative Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2196/55921\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"HEALTH CARE SCIENCES & SERVICES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"JMIR Formative Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2196/55921","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0

摘要

背景:数字心理健康干预措施(DMHIs)能够缩小在预防和治疗常见精神障碍方面的差距。尽管其有效性已得到证实,并已获准用于处方,但使用率仍然很低。原因包括缺乏熟悉和了解以及持久的担忧。医学生患常见精神障碍的风险相对较高,因此是提高对 DMHIs 认识的重要目标群体。在最好的情况下,医学生在医学院学习期间就已经通过对情境敏感的信息策略获得了相关知识。然而,人们对医学生有关 DMHIs 的信息偏好却知之甚少:本研究旨在探讨德国医学生对个人使用的 DMHIs 的信息偏好:方法:采用探索性顺序混合法研究方法,进行了离散选择实验。通过形成性研究,共确定了 5 个属性(即来源、提供模式、时间、推荐和质量标准),每个属性有 3 到 4 个等级。使用逻辑回归模型对数据进行分析,以估算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子群,我们还进行了潜类分析:在 309 名参与者中,有 231 人(74.8%)数据可靠,被纳入主要分析(女性:217/309,70.2%;年龄:平均 24.1 岁,标准差 4.0 岁)。总体而言,条件对数模型显示,医学生更愿意从学生会获得有关 DMHI 的信息,并更倾向于尽早(即在实习前阶段或大一第一周)通过社交媒体获得相关信息。其他学生或卫生专业人员的推荐比其他用户的推荐或根本没有推荐更受欢迎。有关科学证据基础的信息是首选的质量标准。总体而言,信息的时间是最相关的属性(32.6%)。潜类分析显示出两个不同的亚群。第一类喜欢在研讨会上获得有关 DMHIs 的广泛信息,而第二类则希望在学习中尽早获得数字信息(通过电子邮件或社交媒体):医学生对医学院提供的 DMHI 信息有特定的需求和偏好。总体而言,信息提供的时间(医学教育早期)比信息来源或提供方式更重要,决策者(如医学院、大学和教育部成员)应优先考虑这一点。研究结果表明,可以通过阶梯式方法实施一般信息策略和针对特定亚群体的信息策略。在第一步中,易于获取的数字信息可能会提高学生对 DMHIs 的兴趣,这可能会导致进一步的信息寻求行为,并在第二步中参加有关 DMHIs 的研讨会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Preferences Regarding Information Strategies for Digital Mental Health Interventions Among Medical Students: Discrete Choice Experiment.

Background: 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.

Objective: This study aims to explore information preferences for DMHIs for personal use among medical students in Germany.

Methods: 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.

Results: 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.

Conclusions: 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.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
JMIR Formative Research
JMIR Formative Research Medicine-Medicine (miscellaneous)
CiteScore
2.70
自引率
9.10%
发文量
579
审稿时长
12 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信