A bibliometric analysis of the impact of media manipulation on adolescent mental health: Policy recommendations for algorithmic transparency

Author:

Pellegrino Alfonso1ORCID,Stasi Alessandro2ORCID

Affiliation:

1. SASIN Graduate Institute of Business Administration, Chulalongkorn University, Bangkok, THAILAND

2. Business Administration Division, Mahidol University International College, Salaya, THAILAND

Abstract

This bibliometric study examines the relationship between media manipulation and adolescent mental health, analyzing 101 articles published from 2016 to 2024. The research reveals a significant increase in attention post-2016, with the United States, Spain, Australia, and Italy leading contributions. Using PRISMA guidelines and VOSviewer for keyword co-occurrence and co-citation mapping, three main research clusters are identified: cognitive dynamics of misinformation, digital literacy, and the social implications of misinformation. The study emphasizes the need for multidisciplinary efforts to enhance digital literacy and develop informed policy interventions. Findings advocate for proactive strategies to mitigate the negative effects of digital misinformation on youth, including policy reforms for effective content moderation and greater transparency in algorithmic processes. Additionally, the study highlights the importance of context-aware AI systems and better access to mental health services to address the psychological impacts of media manipulation on adolescents. These efforts are essential for fostering a sustainable digital environment that supports the mental well-being of young people.

Publisher

Bastas Publications

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3