重新思考对暴力的情感脱敏:来自社交媒体数据的方法论和理论见解

Jianing Li, D. Conathan, Ceri Hughes
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引用次数: 5

摘要

虽然“脱敏”一词已用于媒体和现实世界暴力的研究,但由于方法上的困难,其纵向影响在很大程度上未被探索。本文应用计算机语言分析研究纵向情感脱敏对枪支暴力使用Twitter数据。结果显示,在2012-2014年期间,当人们在推特上谈论枪支暴力时,总体负面情绪有所下降,一项针对六起校园枪击案的案例研究通过更细致的分析证实了这一发现。此外,研究结果扩展了先前对情绪脱敏的统一概念。尽管总体上出现了脱敏趋势,但人们对枪支暴力的厌恶、悲伤和愤怒程度明显下降,而对枪支暴力的焦虑程度却明显增加。研究结果为纵向情感脱敏提供了证据,并呼吁对该术语进行更仔细的概念化。
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Rethinking Emotional Desensitization to Violence: Methodological and Theoretical Insights From Social Media Data
While the term "desensitization" has been employed in the studies of media and real world violence, its longitudinal effect is largely unexplored due to methodological difficulties. This paper applies computerized linguistic analysis to study the longitudinal emotional desensitization towards gun violence using Twitter data. The results show that there is a decline in overall negative emotions when people tweet about gun violence during 2012-2014, and a case study of six school shootings confirmed the finding through more nuanced analysis. Moreover, the findings expand the previous unified conceptualization of emotional desensitization. Despite the overall desensitization trend, people show a significant decrease in disgust, sadness, and anger, yet notable increase in anxiety towards gun violence. The results provide evidence for longitudinal emotional desensitization, and call for more careful conceptualization of the term.
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