Wang Qing, Zhang Weixin, An Senbo
Nanjing Normal University, School of Education Science, Jiangsu, Nanjing 210000, PR China.
Department of Traditional Chinese Medical Orthopedic Surgery, Zhejiang Chinese Medical University, Hangzhou 310053, Zhejiang, PR China.
Internet Interv. 2023 Nov 3;34:100690. doi: 10.1016/j.invent.2023.100690. eCollection 2023 Dec.
This meta-analysis aims to evaluate the impact of Internet-based self-help interventions on the mental health of adolescents and college students.
We conducted a systematic review of randomized controlled trials (RCTs) that investigated Internet-based self-help interventions aiming to mitigate mental health symptoms such as anxiety and depression, as well as managing high levels of stress, among adolescents and college students. Our search spanned databases including Web of Science, PubMed, Cochrane Library, and Embase, up until November 1st, 2022. It is essential to emphasize that our focus was the evaluation of symptoms (continuous outcomes), rather than the diagnosis of specific mental disorders. The meta-analysis was performed using the R version 4.3.1. The effect size measure was the standardized mean difference (SMD), and random-effects models were used to pool data from eligible RCTs. Subgroup analyses were carried out to examine variations in intervention effects based on factors such as sample type, intervention modality, guidance type, and intervention duration.
The meta-analysis was based on 25 comparisons involving a total of 4480 participants. In comparison to the control group ( = 2125), participants receiving interventions ( = 2355) reported significant reductions in symptoms of anxiety, depression, and stress, along with a significant improvement in quality of life. Specifically, for depression, we observed moderate intervention effects (SMD = -0.42, 95 % CI: -0.56, -0.27), and a similar pattern was seen for quality of life (SMD = 0.36, 95%CI: 0.22, 0.49). Small intervention effects were found for anxiety (SMD = -0.35, 95 % CI [-0.48, -0.22]) and stress (SMD = -0.35, 95 % CI [-0.51, -0.20]). Given significant heterogeneity, subgroup analyses were conducted for anxiety and depression, considering factors such as sample type, intervention method, and intervention duration. Notably, college students experienced more significant benefits in both anxiety and depression alleviation compared to adolescents. Longer interventions (>8 weeks) were particularly effective in reducing anxiety and depression. Additionally, third-wave cognitive-behavioral therapy (CBT) showed pronounced intervention effects in both outcome measures, while the presence of guidance did not notably influence results.
This meta-analysis underscores the positive impact of Internet-based self-help programs in alleviating the symptoms of psychological disorders among adolescents and college students. However, it is crucial to acknowledge that the available evidence exhibits inconsistencies and limitations. Therefore, further research utilizing rigorous methodologies is necessary to verify and broaden the findings of this meta-analysis.
本荟萃分析旨在评估基于互联网的自助干预对青少年和大学生心理健康的影响。
我们对随机对照试验(RCT)进行了系统评价,这些试验研究了旨在减轻青少年和大学生焦虑、抑郁等心理健康症状以及管理高水平压力的基于互联网的自助干预。我们的检索涵盖了包括科学引文索引、医学期刊数据库、考克兰图书馆和Embase在内的数据库,截至2022年11月1日。必须强调的是,我们关注的是症状评估(连续结果),而非特定精神障碍的诊断。荟萃分析使用R版本4.3.1进行。效应量测量为标准化均数差(SMD),采用随机效应模型汇总符合条件的随机对照试验数据。进行亚组分析以检验基于样本类型、干预方式、指导类型和干预持续时间等因素的干预效果差异。
荟萃分析基于25项比较,共涉及4480名参与者。与对照组(n = 2125)相比,接受干预的参与者(n = 2355)报告焦虑、抑郁和压力症状显著减轻,生活质量显著改善。具体而言,对于抑郁,我们观察到中等程度的干预效果(SMD = -0.42,95%CI:-0.56,-0.27),生活质量也呈现类似模式(SMD = 0.36,95%CI:0.22,0.49)。焦虑(SMD = -0.35,95%CI [-0.48,-0.22])和压力(SMD = -0.35,95%CI [-0.51,-0.20])的干预效果较小。鉴于存在显著异质性,针对焦虑和抑郁进行了亚组分析,考虑了样本类型、干预方法和干预持续时间等因素。值得注意的是,与青少年相比,大学生在缓解焦虑和抑郁方面受益更为显著。较长时间的干预(>8周)在减轻焦虑和抑郁方面特别有效。此外,第三代认知行为疗法(CBT)在两项结果测量中均显示出显著的干预效果,而指导的存在并未显著影响结果。
本荟萃分析强调了基于互联网的自助项目在减轻青少年和大学生心理障碍症状方面的积极影响。然而,必须认识到现有证据存在不一致性和局限性。因此,需要进一步采用严谨方法进行研究,以验证和拓展本荟萃分析的结果。