Wähnke Laura, Plück Julia, Bodden Mikel, Ernst Angela, Klemp Marie-Theres, Mühlenmeister Judith, Döpfner Manfred
School for Child and Adolescent Cognitive Behavior Therapy (AKiP), Faculty of Medicine, University Hospital Cologne, University of Cologne, Cologne, Germany.
Institute of Medical Statistics and Computational Biology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.
Child Adolesc Psychiatry Ment Health. 2024 Mar 25;18(1):40. doi: 10.1186/s13034-024-00724-0.
Web-based self-help interventions for parents of children with ADHD and other externalizing disorders have been proven to be effective. In order to recommend individualized and optimized interventions, a better understanding of the acceptance and utilization of this innovative treatment approach is needed. Previous research has frequently employed subjective reports of utilization, but the validity of these studies may be limited.
Data from the German WASH study were used. Participants (n = 276) were randomly assigned to the intervention condition (a) web-based self-help or (b) web-based self-help with optional telephone-based support calls. Data collection took place at baseline (T1) and 12 weeks later (T2). Utilization data were tracked using a log file generated for each participant at T2. Prediction models were calculated using CART (Classification and Regression Trees), a method known mostly from the field of machine learning.
Acceptance, of the intervention as defined in this paper was very high on objective (89.4% have taken up the intervention) and subjective measures (91.4% reported having used the intervention and 95.3% reported they would recommend the intervention to a friend). The average number of logins corresponded to recommendations. Predictors of acceptance and predictors of utilization were similar and included, e.g., child's externalizing symptoms, parental psychopathology, and above all additional telephone-based support by counselors.
Through a detailed identification of acceptance and utilization, and the predictors thereof, we were able to gain a better understanding of the acceptance and utilization of web-assisted self-help for a parent management intervention in the treatment of children with ADHD and ODD. These findings can be used to recommend web-based interventions to particularly suitable families. It should be noted that some form of support is required for an intensive engagement with the content of the program.
The protocol of the study (German Clinical Trials Register DRKS00013456 conducted on January 3rd, 2018) was approved by the Ethics Committee of the University Hospital, Cologne.
事实证明,针对多动症及其他外化性障碍儿童的父母开展的基于网络的自助干预措施是有效的。为了推荐个性化且优化的干预措施,需要更好地了解这种创新治疗方法的接受度和使用率。以往研究经常采用关于使用率的主观报告,但这些研究的有效性可能有限。
使用了来自德国WASH研究的数据。参与者(n = 276)被随机分配到干预组:(a)基于网络的自助干预或(b)基于网络的自助干预并可选择接受电话支持。在基线期(T1)和12周后(T2)进行数据收集。使用T2时为每位参与者生成的日志文件跟踪使用数据。使用CART(分类与回归树)计算预测模型,这是一种主要在机器学习领域为人所知的方法。
本文所定义的干预措施的接受度在客观指标(89.4%接受了干预)和主观指标方面都非常高(91.4%报告使用了该干预措施,95.3%报告他们会向朋友推荐该干预措施)。登录次数的平均值与预期相符。接受度的预测因素和使用率的预测因素相似,包括例如孩子的外化症状、父母的精神病理学状况,最重要的是有咨询师提供的额外电话支持。
通过详细确定接受度和使用率及其预测因素,我们能够更好地了解网络辅助自助干预措施在治疗多动症和对立违抗性障碍儿童的家长管理干预中的接受度和使用率。这些研究结果可用于向特别合适的家庭推荐基于网络的干预措施。应当指出的是,要深入参与该项目的内容,需要某种形式的支持。
该研究方案(于2018年1月3日在德国临床试验注册中心DRKS00013456进行注册)已获科隆大学医院伦理委员会批准。