Brockmeier Lina Christin, Mertens Lea, Roitzheim Christina, Radtke Theda, Dingler Tilman, Keller Jan
Department of Education and Psychology, Division of Health Psychology, Freie Universität Berlin, Berlin, Germany.
Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, Netherlands.
Appl Psychol Health Well Being. 2025 Feb;17(1):e12646. doi: 10.1111/aphw.12646.
Interventions targeting social media use show mixed results in improving well-being outcomes, particularly for persons with problematic forms of smartphone use. This study assesses the effectiveness of an intervention app in enhancing well-being outcomes and the moderating role of persons' perceptions about problematic smartphone use (PSU).
In a randomized controlled trial, N = 70 participants, allocated to the intervention (n = 35) or control condition (n = 35), completed weekly online surveys at baseline, post-intervention, and follow-up. Participants from the intervention condition received personalized full-screen nudges to reduce their social media app use. This secondary analysis focuses on the repeatedly assessed outcomes well-being, positive affect, negative affect, and perceived stress. Linear mixed models were computed.
No significant time x group effects were found, but intervention condition participants reported higher well-being and lower negative affect and stress levels at follow-up. Only one significant moderation was found, indicating that participants reporting higher PSU levels benefited more from the intervention in reducing stress.
The intervention was partly effective and particularly beneficial in reducing stress among smartphone users with higher PSU, highlighting the need to tailor interventions. Present findings need to be replicated by future research using a larger sample size.
针对社交媒体使用的干预措施在改善幸福感方面效果不一,尤其是对于有问题形式智能手机使用的人群。本研究评估了一款干预应用程序在增强幸福感方面的有效性以及人们对问题智能手机使用(PSU)认知的调节作用。
在一项随机对照试验中,N = 70名参与者被分配到干预组(n = 35)或对照组(n = 35),在基线、干预后和随访时每周完成在线调查。干预组的参与者会收到个性化的全屏提醒,以减少他们对社交媒体应用程序的使用。这项二次分析关注反复评估的幸福感、积极情绪、消极情绪和感知压力等结果。计算了线性混合模型。
未发现显著的时间×组效应,但干预组参与者在随访时报告的幸福感更高,消极情绪和压力水平更低。仅发现一个显著的调节作用,表明报告PSU水平较高的参与者从干预中在减轻压力方面获益更多。
该干预措施部分有效,尤其有利于减轻PSU较高的智能手机用户的压力,突出了量身定制干预措施的必要性。目前的研究结果需要未来使用更大样本量的研究进行重复验证。