在年轻成年人中探索YouTube视频特征与观众心理健康特征之间的关系
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Published on: May 29, 2020
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Go Eun Choi1, Miran Pyun2, So-Hee Yoon2
1Department of Digital Analytics, Yonsei University, Seoul, Republic of Korea.
Frontiers in psychiatry
|July 22, 2024
概括
观看暴力的YouTube视频与更高的压力,抑郁和焦虑以及更低的自尊心有关. 经历这些心理健康挑战的人也倾向于观看更黑暗的视频.
科学领域:
- 心理学 心理学 心理学
- 计算机科学 计算机科学
- 媒体研究 媒体研究
背景情况:
- 心理健康是一个日益关注的问题,个人越来越多地使用像YouTube这样的在线平台.
- 了解心理健康和在线内容消费之间的相互作用至关重要.
研究的目的:
- 调查心理健康特征 (压力,抑郁,焦虑,自尊) 与YouTube视频特征之间的关系.
- 探索视频内容的特征,如暴力,亮度和和,如何与心理状态相关.
主要方法:
- 用调查问卷评估心理健康特征.
- 使用基于深度学习的计算机视觉技术分析了YouTube观看历史数据.
- 包括暴力,亮度和和在内的视频特征被量化.
主要成果:
- 消费暴力视频显示与压力,抑郁和焦虑有积极的相关性.
- 暴力视频消费与自尊心有负面关联.
- 较高的压力,抑郁和焦虑与观看较黑暗的视频相关.
结论:
- 观看YouTube的习惯,特别是内容类型和视觉特征,与用户的心理健康状况有关.
- 这些发现表明,暴露在某些视频内容和心理健康之间存在潜在的联系.
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