Using YouTube Comments Data to Explore Postpartum Depression in Social Media: An Infodemiology Study

利用 YouTube 评论数据探索社交媒体中的产后抑郁症:一项信息流行病学研究

阅读:1

Abstract

BACKGROUND: Postpartum depression (PPD) is a prevalent mental health issue profoundly impacting both parents and their families. This study examines YouTube comments to identify common public discourse and prevalent themes surrounding PPD. METHODS: We analyzed 4915 comments from 33 YouTube videos to provide a comprehensive picture of PPD-related discourse on social media. We analyzed data using engagement metrics and Braun and Clarke's thematic analysis. RESULTS: The engagement metrics indicated that public discourse is primarily focused on the stigma associated with PPD in men and celebrities, with related videos receiving significant attention and high engagement metrics score. Thematic analysis revealed two themes: (1) perspectives of stigmatized, stigmatizer and people in between; and (2) adaptation despite adversity. CONCLUSION: This study provides key insights into public discourse on PPD. It highlights the importance of family and community support and advocates for a healthcare system capable of addressing the needs of stigmatized populations. A significant finding of this study is the call for action to raise awareness and debunk myths about PPD. Misconceptions worsen stigma and deter help-seeking by affected individuals. Awareness initiatives are crucial to enhance public understanding of PPD symptoms, its impact on individuals and families, and the importance of parental mental health.

特别声明

1、本页面内容包含部分的内容是基于公开信息的合理引用;引用内容仅为补充信息,不代表本站立场。

2、若认为本页面引用内容涉及侵权,请及时与本站联系,我们将第一时间处理。

3、其他媒体/个人如需使用本页面原创内容,需注明“来源:[生知库]”并获得授权;使用引用内容的,需自行联系原作者获得许可。

4、投稿及合作请联系:info@biocloudy.com。