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The More Who Die, the Less We Care: Evidence from Natural Language Analysis of Online News Articles and Social Media Posts

机译:死亡的越多,我们关心的越少:来自在线新闻文章和社交媒体帖子的自然语言分析的证据

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Considerable amount of laboratory and survey-based research finds that people show disproportional compassionate and affective response to the scope of human mortality risk. According to research on "psychic numbing," it is often the case that the more who die, the less we care. In the present article, we examine the extent of this phenomenon in verbal behavior, using large corpora of natural language to quantify the affective reactions to loss of life. We analyze valence, arousal, and specific emotional content of over 100,000 mentions of death in news articles and social media posts, and find that language shows an increase in valence (i.e., decreased negative affect) and a decrease in arousal when describing mortality of larger numbers of people. These patterns are most clearly reflected in specific emotions of joy and (in a reverse fashion) of fear and anger. Our results showcase a novel methodology for studying affective decision making, and highlight the robustness and real-world relevance of psychic numbing. They also offer new insights regarding the psychological underpinnings of psychic numbing, as well as possible interventions for reducing psychic numbing and overcoming social and psychological barriers to action in the face of the world's most serious threats.
机译:基于实验室和勘测的研究中,人们对人们表现出对人类死亡率风险的范围的不成比同情心和情感反应。根据“心理麻木”的研究,往往是越来越死的案子,我们的关心越少。在本文中,我们使用大型自然语言的大型语言来审视这种现象的程度,以量化对生命损失的情感反应。我们在新闻文章和社交媒体职位中分析价值,唤醒和特定情绪含量超过10万人死亡,并发现语言表明在描述更大的死亡率时,令人价值增加(即,减少负面影响)和唤醒的减少人数。这些模式最明显地体现在喜悦的特定情绪和(以逆时间)的恐惧和愤怒。我们的结果展示了一种研究情感决策的新方法,并突出了心理麻木的鲁棒性和真实相关性。他们还为心理麻木的心理支撑以及在世界上最严重的威胁面前减少心理麻木和克服社会和心理壁垒的可能干预措施。

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