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When Words Hurt: Affective Word Use in Daily News Coverage Impacts Mental Health

机译:当单词受到伤害时:每日新闻报道中的情感单词使用会影响心理健康

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Media exposure influences mental health symptomology in response to salient aversive events, like terrorist attacks, but little has been done to explore the impact of news coverage that varies more subtly in affective content. Here, we utilized an existing data set in which participants self-reported physical symptoms, depressive symptoms, and anxiety symptoms, and completed a potentiated startle task assessing their physiological reactivity to aversive stimuli at three time points (waves) over a 9-month period. Using a computational linguistics approach, we then calculated an average ratio of words with positive vs. negative affective connotations for only articles from news sources to which each participant self-reported being exposed over the prior 2 weeks at each wave of data collection. As hypothesized, individuals exposed to news coverage with more negative affective tone over the prior 2 weeks reported significantly greater physical and depressive symptoms, and had significantly greater physiological reactivity to aversive stimuli.
机译:媒体曝光会影响诸如恐怖袭击等重大厌恶事件的心理健康症状,但对于探索新闻报道在情感内容上的变化却微不足道的事情却鲜有做。在这里,我们利用现有的数据集,其中参与者自我报告了身体症状,抑郁症状和焦虑症状,并完成了一个增强的惊吓任务,评估了他们在9个月的三个时间点(波动)对厌恶刺激的生理反应性。然后,使用计算语言学方法,仅针对来自新闻来源的文章(每个参与者在每次数据收集浪潮中在前两周自我暴露的新闻)计算出具有正面和负面情感含义的单词的平均比率。如假设的那样,在前两周内以较负面的情绪语气接触新闻报道的个人,其身体和抑郁症状明显增强,并且对厌恶刺激的生理反应明显增强。

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