Web-browsing patterns reflect and shape mood and mental health

IF 21.4 1区 心理学 Q1 MULTIDISCIPLINARY SCIENCES
Christopher A. Kelly, Tali Sharot
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Abstract

Humans spend on average 6.5 hours a day online. A large portion of that time is dedicated to information-seeking. How does this activity impact mental health? We assess this over four studies (n = 1,145). We reveal that the valence of information sought affects mental health, which in turn influences the valence of information sought, forming a self-reinforcing loop. We quantified the valence of text on webpages participants chose to browse using natural language processing and found that browsing more negative information was associated with worse mental health and mood. By manipulating the webpages browsed and measuring mood and vice versa, we show that the relationship is causal and bidirectional. Finally, we developed an intervention that altered web-browsing patterns in a manner that improved mood. Together, the findings suggest that the information sought reflects mental state and shapes it, creating a loop that may perpetuate mental health problems. The results also provide a potential method for assessing and enhancing welfare in the digital age.

Abstract Image

网络浏览模式反映并影响情绪和心理健康
人类平均每天上网 6.5 小时。其中很大一部分时间用于搜索信息。这种活动对心理健康有何影响?我们通过四项研究(n = 1,145)对此进行了评估。我们发现,所寻求信息的价值感会影响心理健康,而心理健康反过来又会影响所寻求信息的价值感,从而形成一个自我强化的循环。我们利用自然语言处理技术对参与者选择浏览的网页上的文字价值进行了量化,发现浏览负面信息越多,心理健康和情绪越差。通过操纵浏览的网页和情绪测量,我们证明了这种关系是因果和双向的。最后,我们制定了一种干预措施,以改善情绪的方式改变网页浏览模式。总之,这些研究结果表明,所寻求的信息反映了心理状态并塑造了心理状态,从而形成了一个可能导致心理健康问题长期存在的循环。研究结果还为评估和提高数字时代的福利提供了一种潜在的方法。
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来源期刊
Nature Human Behaviour
Nature Human Behaviour Psychology-Social Psychology
CiteScore
36.80
自引率
1.00%
发文量
227
期刊介绍: Nature Human Behaviour is a journal that focuses on publishing research of outstanding significance into any aspect of human behavior.The research can cover various areas such as psychological, biological, and social bases of human behavior.It also includes the study of origins, development, and disorders related to human behavior.The primary aim of the journal is to increase the visibility of research in the field and enhance its societal reach and impact.
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