Prevention Science, Rutgers University, Camden, New Jersey, United Sates of America.
Department of Economics, Rutgers University, Camden, New Jersey, United Sates of America.
PLoS One. 2024 Nov 22;19(11):e0311095. doi: 10.1371/journal.pone.0311095. eCollection 2024.
We assessed the effects of the 9/11/2001 terrorist attacks on the salience of moral words and phrases in the United States, Great Britain, and Spanish-speaking countries, focusing particularly on those phrases related to authority and loyalty. Our predictions were that the 9/11 attacks would increase the salience of authority phrases suggestive of disorder ("chaos", "disobedience", etc, labeled authority-vice) and decrease words and phrases suggestive of organization ("hierarchy", "obedient", etc: authority-virtue) in books published in the United States. Similarly, we anticipated that the salience of phrases consistent with fidelity to members of one's social group ("allegiance", "one for all", loyalty-virtue), would decrease, and those suggestive of social corrosion ("betrays", "back stabs", loyalty-vice) would increase. To test these predictions, we calculated the relative frequency of authority-vice, authority-virtue, loyalty-vice, and loyalty-virtue phrases, as well as those associated with other moral values, in books published in the U.S., Great Britain, and Spanish-speaking countries for each year between 1960 and 2019. A Bayesian structural time-series approach for each type of phrase provided additional support for the hypotheses for books published in the United States. Descriptive analyses suggested that the period following 9/11 was characterized by a deceleration in historical trends toward increasing use of moral vocabulary in published books. We discuss the implications of our findings for the measurement of cultural values and the impact of terrorism events on moral foundations and suggest that the encoding of these value shifts in texts is one way in which cultural effects are sustained.
我们评估了 2001 年 9 月 11 日恐怖袭击对美国、英国和西班牙语国家中道德词汇显著性的影响,特别关注与权威和忠诚相关的短语。我们的预测是,9·11 袭击将增加暗示混乱的权威短语的显著性(“混乱”、“不服从”等,标记为权威-邪恶),并减少暗示组织的短语(“等级制度”、“服从”等:权威-美德)在美国出版的书籍中。同样,我们预计与忠于自己社会群体成员一致的短语的显著性(“忠诚”、“一荣俱荣”、忠诚-美德)将会降低,而那些暗示社会腐蚀的短语(“背叛”、“背后捅刀子”、忠诚-邪恶)将会增加。为了检验这些预测,我们计算了 1960 年至 2019 年间,美国、英国和西班牙语国家出版的书籍中,权威-邪恶、权威-美德、忠诚-邪恶和忠诚-美德短语以及与其他道德价值观相关的短语的相对频率。针对每种类型短语的贝叶斯结构时间序列方法为美国出版的书籍提供了更多对假设的支持。描述性分析表明,9·11 之后的时期,出版书籍中道德词汇使用的历史趋势明显放缓。我们讨论了我们的发现对文化价值观衡量以及恐怖主义事件对道德基础的影响的意义,并提出了这些价值转变在文本中的编码是文化效应得以持续的一种方式。