"帮助!帮助!帮助!帮助!" 我需要一些音乐! ":在Reddit上分析音乐话语和抑郁症
Bhavyajeet Singh1, Kunal Vaswani1, Sreeharsha Paruchuri1
1International Institute of Information Technology, Hyderabad, India.
PloS one
|July 20, 2023
概括
听音乐的策略会影响情绪调节. 不健康的选择,特别是在抑郁症期间,与具有负面歌词主题的低价值音乐有关,可能会损害福祉.
科学领域:
- 心理学 心理学 心理学
- 音乐治疗 音乐治疗
- 计算社会科学 计算社会科学
背景情况:
- 个人利用音乐来调节情绪.
- 不有效的音乐选择可能会对心理健康产生负面影响,可能导致焦虑或抑郁.
研究的目的:
- 分析抑郁症患者情绪调节的音乐听策略.
- 使用社交媒体数据,区分健康和不健康的音乐协会.
主要方法:
- 在Reddit上对音乐相关帖子进行了大规模分析.
- 自然语言处理和定性分析的应用.
- 检查音乐内容的声学特征和歌词主题.
主要成果:
- 确定了不同的音乐介导情绪调节目标.
- 在健康和不健康的协会之间发现了音乐内容的显著差异.
- 不健康的策略与低价值曲目和负面的歌词主题相关 (乐观度低,责怪度高,自我引用度高).
结论:
- 对音乐听力目标和效果的正念对于幸福至关重要.
- 了解音乐在情绪调节中的作用对于有效的治疗干预至关重要.
- 区分健康与不健康的音乐协会可以告知心理健康支持.
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