University of Aberdeen, United Kingdom.
University of Wollongong, Australia.
Econ Hum Biol. 2021 May;41:100992. doi: 10.1016/j.ehb.2021.100992. Epub 2021 Feb 25.
We investigate the relationship between social media use and emotional and behavioural outcomes in adolescence using data from a large and detailed longitudinal study of teenagers from the UK. We use individual fixed effects, propensity score matching and treatment effects with Inverse Probability Weighted Regression Adjustment, controlling for a rich set of children's and family's characteristics and using comprehensive sensitivity analyses and tests to assess the potential role of unobserved variables. Our results show that prolonged use of social media (more than 4 hours per day) is significantly associated with poor emotional health and increased behavioural difficulties, and in particular decreased perception of self-value and increased incidence of hyperactivity, inattention and conduct problems. However, limited use of social media (less than 3 h per day) compared to no use has some moderate association with positive peer relationships.
我们利用来自英国一项大型青少年纵向研究的详细数据,研究了社交媒体使用与青少年情绪和行为结果之间的关系。我们使用个体固定效应、倾向评分匹配和逆概率加权回归调整的处理效应,控制了一系列丰富的儿童和家庭特征,并使用全面的敏感性分析和测试来评估潜在的未观察变量的作用。我们的结果表明,长时间使用社交媒体(每天超过 4 小时)与情绪健康状况不佳和行为困难增加显著相关,特别是自我价值感下降和多动、注意力不集中和行为问题发生率增加。然而,与不使用社交媒体相比,有限地使用社交媒体(每天少于 3 小时)与良好的同伴关系有一定的关联。