Adolescents' Self-Regulation of Social Media Use During the Beginning of the COVID-19 Pandemic: An Idiographic Approach.

Melissa J Dreier, Carissa A Low, Jennifer Fedor, Krina C Durica, Jessica L Hamilton
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Abstract

Adolescent social media serves a broad range of functions, which may be helpful for some and harmful for others. During the COVID-19 lockdown, social media evolved considerably, occupying an even more central role in adolescents' lives. This study leverages a new approach to measuring social media use behaviors-passive smartphone sensing. Specifically, we aimed to test if and how adolescents self-regulate their social media use in response to how they feel during and after use. This study followed 19 adolescents for 1 month. Participants completed baseline measures, assessing demographic and clinical characteristics. We used passive smartphone sensing to measure objective social media use behaviors ("screen time" and checking) for a 1-month period. Adolescents also completed daily diary questions on their mood. Analyses took an idiographic (n = 1) approach. Dynamic structural equation models tested daily and next-day relationships between social media use behaviors and mood for each adolescent. Most adolescents (n = 13 of 19) did not self-regulate their social media use in relation to their mood. Most importantly, they did not use it less when they felt more negative mood during use. That said, some adolescents (n = 6) did alter their social media use behaviors depending on their mood. Each adolescent's pattern of social media use and mood was also qualitatively interpreted within their context of demographic (e.g., experience of holding a minoritized identity) and clinical characteristics (e.g., history of suicidal thoughts and behaviors). These results highlight the next steps for possible intervention points to help adolescents adjust their use patterns to maximize mental health benefits while minimizing possible harm. Findings also begin to develop a template for applying social media use recommendations, while centering the experiences of individual adolescents.

COVID-19大流行初期青少年对社交媒体使用的自我调节:一种具体方法
青少年社交媒体具有广泛的功能,可能对一些人有益,对另一些人有害。在2019冠状病毒病封锁期间,社交媒体发生了巨大变化,在青少年的生活中发挥了更加重要的作用。这项研究利用了一种衡量社交媒体使用行为的新方法——被动智能手机感知。具体来说,我们的目的是测试青少年是否以及如何根据他们在使用社交媒体期间和之后的感受来自我调节他们的社交媒体使用。本研究对19名青少年进行了为期1个月的随访。参与者完成了基线测量,评估了人口统计学和临床特征。我们使用被动智能手机感应来测量一个月的客观社交媒体使用行为(“屏幕时间”和检查)。青少年还完成了关于他们情绪的每日日记问题。分析采用具体(n = 1)方法。动态结构方程模型测试了每个青少年每天和第二天社交媒体使用行为与情绪之间的关系。大多数青少年(n = 13 / 19)没有自我调节与情绪相关的社交媒体使用。最重要的是,当他们在使用过程中感到更消极的情绪时,他们并没有减少使用。也就是说,一些青少年(n = 6)确实会根据情绪改变他们的社交媒体使用行为。每个青少年的社交媒体使用模式和情绪也在他们的人口统计学背景下(例如,持有少数民族身份的经历)和临床特征(例如,自杀念头和行为的历史)进行定性解释。这些结果强调了下一步可能的干预点,以帮助青少年调整他们的使用模式,最大限度地提高心理健康效益,同时最大限度地减少可能的危害。研究结果还开始开发应用社交媒体使用建议的模板,同时以青少年个体的经历为中心。
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