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最大化积极因素并最小化消极因素:通过知情同意利用社交媒体数据研究青少年心理健康。

Maximizing the positive and minimizing the negative: Social media data to study youth mental health with informed consent.

作者信息

Leightley Daniel, Bye Amanda, Carter Ben, Trevillion Kylee, Branthonne-Foster Stella, Liakata Maria, Wood Anthony, Ougrin Dennis, Orben Amy, Ford Tamsin, Dutta Rina

机构信息

Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.

Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.

出版信息

Front Psychiatry. 2023 Jan 10;13:1096253. doi: 10.3389/fpsyt.2022.1096253. eCollection 2022.

Abstract

Social media usage impacts upon the mental health and wellbeing of young people, yet there is not enough evidence to determine who is affected, how and to what extent. While it has widened and strengthened communication networks for many, the dangers posed to at-risk youth are serious. Social media data offers unique insights into the minute details of a user's online life. Timely consented access to data could offer many opportunities to transform understanding of its effects on mental wellbeing in different contexts. However, limited data access by researchers is preventing such advances from being made. Our multidisciplinary authorship includes a lived experience adviser, academic and practicing psychiatrists, and academic psychology, as well as computational, statistical, and qualitative researchers. In this Perspective article, we propose a framework to support secure and confidential access to social media platform data for research to make progress toward better public mental health.

摘要

社交媒体的使用会影响年轻人的心理健康和幸福,但目前尚无足够证据确定哪些人受到影响、如何受影响以及受影响程度如何。虽然它为许多人拓宽和加强了通信网络,但对高危青少年构成的危险却很严重。社交媒体数据能提供有关用户在线生活细微细节的独特见解。及时获得用户同意的数据访问可为改变对其在不同背景下对心理健康影响的理解提供诸多机会。然而,研究人员对数据的访问受限,阻碍了此类进展的取得。我们的多学科作者团队包括一位有实际经验的顾问、学术和执业精神科医生、学术心理学家,以及计算机、统计和定性研究人员。在这篇观点文章中,我们提出了一个框架,以支持为研究目的安全、保密地访问社交媒体平台数据,从而在改善公众心理健康方面取得进展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4df5/9872114/6b2db459a80d/fpsyt-13-1096253-g0001.jpg

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