新闻媒体自杀情况和性别的框架:混合方法分析分析
Jasmine C Foriest1,2, Shravika Mittal1, Eugenia Kim1
1School of Interactive Computing, Georgia Institute of Technology, Atlanta, GA, United States.
JMIR mental health
|July 3, 2024
概括
新闻报道经常使用比女性自杀更污名化和荣耀的语言来框架男性自杀. 自杀报告中的这些语言差异可能会加剧现有的健康不平等.
科学领域:
- 媒体研究 媒体研究
- 公共卫生 公共卫生
- 语言学的语言学.
背景情况:
- 自杀是全球重要的健康问题.
- 记者准则是为了促进安全的自杀报道.
- 媒体对自杀的描述可能因死者的性别和自杀情况而异.
研究的目的:
- 分析新闻报道中关于自杀的污名化或荣耀语言的程度.
- 根据性别和情况调查媒体对自杀的描述中的差异.
主要方法:
- 分析了200篇与自杀有关的新闻文章.
- 应用自杀的耻辱度表来评估语言.
- 利用机器学习 (大型语言模型) 具有共因相似性和语言分析的相互信息.
主要成果:
- 与女性自杀相比,关于男性自杀的新闻报道显示,与女性自杀相比,污名化 (P<.001) 和赞美 (P=.005) 的语言明显更多.
- 污名化/赞美语言中的基于性别的差异在引用法律,关系或心理健康问题的文章中最为突出.
结论:
- 在新闻媒体中性别对自杀的语言框架上的差异可能有助于加剧自杀结果的不平等.
- 对媒体框架的认识对于公共卫生干预至关重要.
关键词:
在法学士 (LLM) 课程中.在法律上,LLMs.在NLP中,我们使用了NLP.数字心理健康数字心理健康不同的差异,不平等的差异.框架框架的框架是什么性别 性别 性别 性别 性别荣耀的升华,就是荣耀的升华.赞美荣耀,赞美荣耀,赞美荣耀.在荣耀中荣耀,荣耀.这是新闻学,新闻学.记者 记者 记者 记者 记者记者 记者 记者 记者语言模型语言模型语言模型语言模型语言学语言学语言学语言学语言学语言学语言学移动健康 移动健康 移动健康 移动健康机器学习是机器学习.媒体媒体的媒体.自然语言处理自然语言处理.新闻资讯 新闻资讯 新闻资讯 新闻资讯 新闻资讯记者 记者 记者 记者 记者记者 记者 记者 记者报告报告报告报告报告报告报告报告准则 报告准则自己伤害的自我伤害污名 污名 污名 污名污名化是一种耻辱.污名化和污名化是什么自杀性自杀性自杀性自杀性自杀 自杀 自杀 自杀 自杀 自杀 自杀自杀 自杀 自杀 自杀 自杀 自杀 自杀相关概念视频
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